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Raw materials
Cleveland-Cliffs

Cliffs turned profitable on price, and now guides 2027 EBITDA above $4 billion on new contracts.
| Q2 2026 | Q3 2026 |
|---|
| Revenue | $5.2bn | $5.6bn |
| Growth | +5.9% | +18.5% |
| Operating margin | Not stated | Not stated |
| Guidance | Reaffirmed | Introduced |
| Tone | Confident | Confident |
Commodity prices and volumesGrid and transmissionReshoring and industrial capexTariffs and tradeTransformer lead time
The full read
What changed. Net income attributable to Cliffs was $152 million against a $251 million loss a year earlier. Adjusted EBITDA reached $612 million, beating the July guide of about $575 million. Average selling price rose to $1,177 per net ton. Q4 is guided to about $715 million and 2027 to more than $4 billion of adjusted EBITDA. Stelco galvanizing lines are indefinitely idled.
Read across the chain. The 25 percent GOES expansion is small but it is the only domestic grain oriented electrical steel capacity add, and it arrives in early 2028, after the transformer shortage peak most OEMs describe. Until then transformer makers remain reliant on imported electrical steel or on Butler's current output. On sheet, Cliffs' contract resets for 2027 imply higher steel costs for automakers and appliance makers next year.
“Third quarter was our strongest quarter in three years”Lourenco Goncalves, Chairman and Chief Executive Officer. 2026-10-19. Cleveland-Cliffs Q3 2026 earnings release
What would change the read. Q4 adjusted EBITDA well below about $715 million, or 2027 contract pricing that falls short of supporting the above $4 billion EBITDA guide when detailed in early 2027.
Cleveland-Cliffs Reports Third-Quarter 2026 Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Adjusted EBITDAHigher pricing, partly offset by seasonality, maintenance outages, input costs, incentive accruals | Q4 2026 | $715m | Introduced |
| Adjusted EBITDANew contracts and index price forecasts; release says improved from prior call without stating prior figure | Full year 2027 | $4bn | Raised |
Capacity and investment coming
- 2026Full year 2026 capex about $700 million
- 2028Butler Works GOES expansion, up to 25 percent more GOES volume
- 2030Middletown Works blast furnace rebuild, cogeneration and modernization
“Expanding GOES production at Butler Works will strengthen the domestic transformer supply chain”Lourenco Goncalves, Chairman and Chief Executive Officer. 2026-10-05. Cleveland-Cliffs press release on Butler Works GOES expansion
Advanced Analytics view for raw materials. Copper and electrical steel supply grows slowly through 2028, so price drives earnings. What would change it: Copper falling well below the $6.50 a pound Freeport assumed for the fourth quarter.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Raw materials
Freeport-McMoRan

Price did the work this quarter: copper sales fell 23 percent but operating income rose 19 percent.
| Q2 2026 | Q3 2026 |
|---|
| Revenue | $7.0bn | $7.5bn |
| Growth | -7.3% | +8.2% |
| Operating margin | 28.5% | 31.2% |
| Guidance | Introduced | Lowered |
| Tone | Confident | Confident |
Commodity prices and volumesCopper supplyPower availabilityTariffs and trade
The full read
What changed. Realized copper rose to $6.54 per pound from $4.68 a year earlier while copper sales fell to 749 million pounds from 977 million. Full year copper sales guidance slipped to about 3.0 billion pounds from about 3.1 billion in July, as roughly 100 million pounds and 70,000 ounces of gold are deferred inside PTFI smelting. Bagdad capital is now stated at about $4.5 billion with the decision moved to Q4 2026.
Read across the chain. For buyers of copper rod, cable and busbar, the signal is that the world's second largest copper producer is still delivering less metal than a year ago and is prioritizing price capture over volume. Delivered copper stays expensive into 2027. Weather and power outages at Arizona mines show grid reliability is now a mine operating risk, not only a demand driver.
“Favorable pricing for our products, particularly for copper and molybdenum, drove strong margins”Kathleen Quirk, President and Chief Executive Officer. 2026-10-27. Freeport Q3 2026 earnings release
What would change the read. Q4 copper sales landing well below the implied about 875 million pounds, or the Bagdad investment decision being deferred past Q4 2026.
Freeport Reports Third-Quarter and Nine-Month 2026 Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Copper salesDeferral of about 100 million lb copper within PTFI smelting; US operating disruptions | Full year 2026 | 3,000 million pounds | Lowered, from 3,100 million pounds |
| Unit net cash costsQ4 expected at about $1.68/lb as deferred gold sales add by product credits | Full year 2026 | $2 | Reaffirmed |
| Operating cash flowHigher copper and molybdenum price assumptions ($6.50/lb copper for Q4) | Full year 2026 | $8.5bn | Raised, from $8.3bn |
| Capital expenditures | Full year 2026 | $4.4bn | Raised, from $4.3bn |
Capacity and investment coming
- 2026Full year 2026 capex guidance of about $4.3 billion including about $3.0 billion major mining projects
- 2026Full year 2026 capex about $4.4 billion including about $3.0 billion major projects
- 2026PTFI smelter restart in East Java; combined Indonesian smelting up to about 800,000 tonnes cathode a year
“remain focused on restoring full operations at Grasberg safely and sustainably”Kathleen Quirk, President and Chief Executive Officer. 2026-07-23. Freeport Q2 2026 earnings release (8-K exhibit 99.1)
Advanced Analytics view for raw materials. Copper and electrical steel supply grows slowly through 2028, so price drives earnings. What would change it: Copper falling well below the $6.50 a pound Freeport assumed for the fourth quarter.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Nucor kept raising price into a market it already supplies at near capacity, and now guides Q4 flat to modestly up.
| Second quarter 2026 | Third quarter 2026 |
|---|
| Revenue | $10.4bn | $11.2bn |
| Growth | +23.0% | +32.0% |
| Operating margin | Not stated | Not stated |
| Guidance | Introduced | Introduced |
| Tone | Confident | Confident |
Commodity prices and volumesReshoring and industrial capex
The full read
What changed. Net sales rose 32 percent to $11,249 million. Mill external price rose to $1,233 per ton from $1,145 in Q2, and steel products to $2,576 from $2,415, while scrap was flat at $421. Mill utilization eased to 89 percent from 91. The West Virginia sheet mill made its first heat in September, and a second galvanizing line started at Nucor Steel Berkeley.
Read across the chain. Steel products price is up about 9 percent a year with volume rising, so fabricated steel for nonresidential and infrastructure projects is getting more expensive. The West Virginia sheet mill adds domestic flat rolled supply, which over 2027 could relieve the tightness that has supported mill prices.
“Supported by robust demand across key end markets”Leon Topalian, Chair and Chief Executive Officer. 2026-10-26. Nucor Q3 2026 earnings release (8-K exhibit 99.1)
What would change the read. Q4 printing below Q3 despite the in line to modestly above guide, or mill price falling as the West Virginia mill ramps.
Nucor Reports Results for the Third Quarter of 2026 (8-K exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Consolidated earnings | Q4 2026 versus Q3 2026, qualitative | Generally in line with or modestly above Q3 | Introduced |
Capacity and investment coming
- 2026West Virginia sheet mill first heat
- 2026Six month 2026 capital expenditures
- 2026Second galvanizing line at Nucor Steel Berkeley started up
“Supported by robust demand across key end markets”Leon Topalian, Chair and Chief Executive Officer. 2026-10-26. Nucor Q3 2026 earnings release (8-K exhibit 99.1)
Advanced Analytics view for raw materials. Copper and electrical steel supply grows slowly through 2028, so price drives earnings. What would change it: Copper falling well below the $6.50 a pound Freeport assumed for the fourth quarter.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Raw materials
Southern Copper

Record sales again, but Tia Maria, the one project that lifts volume soon, has slipped to the first half of 2028.
| 2Q26 | 3Q26 |
|---|
| Revenue | $4.3bn | $4.7bn |
| Growth | +40.6% | +39.1% |
| Operating margin | 61.2% | 59.9% |
| Guidance | Raised | Raised |
| Tone | Confident | Measured |
Commodity prices and volumesPermittingPower availabilitySkilled labor
The full read
What changed. Net sales rose 39.1 percent to a record $4,696.6 million on LME copper of $6.41 per pound, up 44.4 percent. Tia Maria operations are now expected in 1H 2028; the July release said initial production in 2H 2027. The company's market view flipped from a slight 2026 deficit in July to a slight 2026 surplus (call, as reported).
Read across the chain. The lone near term volume add in the Americas outside Freeport has moved out by roughly half a year on mechanical assembly, a construction labor and execution signal rather than a permitting one. For downstream copper users it pushes Southern Copper's growth to 2028, while its own market view now leans toward a 2026 surplus.
“We are advancing toward our goal of increasing production to 1.6 million tonnes”German Larrea, Chairman of the Board. 2026-10-20. Southern Copper 3Q26 earnings release (8-K exhibit 99.1)
What would change the read. The January 2027 call either holding Tia Maria capex at $1.1 billion with a 1H 2028 start, or announcing a further slip or overrun.
Southern Copper Corporation Third Quarter and Nine Months 2026 Results (8-K exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Copper productionStated on call (third party transcript); marginal change. Not printed in the company release; stated on the earnings call or in the company's slides. | Full year 2026 | 918,000 tonnes | Raised, from 917,000 tonnes |
| Molybdenum production12 percent above plan (call) | Full year 2026 | 29,000 tonnes | Raised, from 27,900 tonnes |
| Quarterly cash dividendBoard authorization 15 October 2026 | Per share, Q4 2026 payment | $1.30 | Raised, from $1.10 |
Capacity and investment coming
- 2027Tia Maria SX-EW copper project, 120,000 tonnes a year
- 2028Tia Maria SX-EW copper, 120,000 tonnes a year, now 1H 2028
- 2029El Pilar open pit and SX-EW, 36,000 tonnes cathode a year, 18 year life
- 2029El Pilar, construction Q1 2027, production 2H 2029
“We are advancing toward our goal of increasing production to 1.6 million tonnes”German Larrea, Chairman of the Board. 2026-10-20. Southern Copper 3Q26 earnings release (8-K exhibit 99.1)
Advanced Analytics view for raw materials. Copper and electrical steel supply grows slowly through 2028, so price drives earnings. What would change it: Copper falling well below the $6.50 a pound Freeport assumed for the fourth quarter.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Atkore sold itself after a quarter in which input costs rose more than twice as fast as its prices.
| Fiscal Q3 2026 |
|---|
| Revenue | $795m |
| Growth | +8.1% |
| Operating margin | 8.1% |
| Guidance | Withdrawn |
| Tone | Measured |
2026 Q3: company does not report
ElectrificationResidential and commercialInput cost inflation
The full read
What changed. Net sales rose 8.1 percent to $794.8 million on $65.7 million of volume, but input costs rose $48.9 million against only $22.4 million of price, cutting gross margin to 22.2 percent from 23.4. GAAP net income collapsed to $0.7 million on a $50.0 million litigation settlement, a $12.7 million loss on a business sale and $9.8 million of transaction costs. The same day Atkore agreed to be acquired by Prysmian for $95 per share and stopped updating guidance.
Read across the chain. Conduit and raceway volumes are rising with construction of data centers and electrical infrastructure, but steel, copper and resin input costs are compressing a mid cap supplier's margins faster than it can price. Scale buyers like Prysmian, with copper rod contracts and broader pricing power, are absorbing that squeeze. For electrical contractors, consolidation of conduit supply under a global cable maker shifts bargaining power upstream.
“We were pleased with our third quarter results.”Bill Waltz, President and Chief Executive Officer. 2026-08-03. Atkore fiscal Q3 2026 earnings release (8-K exhibit 99.1)
What would change the read. Prysmian disclosing Atkore margin recovery after consolidation from November 2026, which would show the squeeze was cyclical rather than structural.
Atkore Inc. third quarter fiscal 2026 results (8-K exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Full year fiscal 2026 outlook | Fiscal year ending September 2026 | Company does not intend to update or reaffirm outlook due to pending Prysmian transaction | Withdrawn |
Capacity and investment coming
- 2026Sale of Atkore to Prysmian at $95 per share
Advanced Analytics view for components. Transmission and data center cable stay sold well ahead. Only two companies, so the read is thin. What would change it: Prysmian's backlog falling from about €17 billion.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Prysmian is turning into a data center company: Digital Solutions margins nearly doubled and it bought its way inside the building.
| Q2 2026 |
|---|
| Revenue | EUR 6.0bn |
| Growth | +23.3% |
| Operating margin | Not stated |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-10-29
AI and data centerElectrificationGrid and transmissionCopper supplySkilled labor
The full read
What changed. Q2 was the best quarter in company history, with adjusted EBITDA of 730 million euro, up from 605 million. FY2026 adjusted EBITDA guidance was raised to 2,800 to 2,900 million euro from 2,625 to 2,775 million, and free cash flow guidance to 1,650 to 1,750 million from 1,300 to 1,400 million. In the same fortnight Prysmian signed a Molex inside data center fiber deal worth up to 5.5 billion euro and agreed to buy Atkore for about $3.8 billion.
Read across the chain. The largest cable maker is reallocating capital toward fiber inside data centers and toward US electrical raceway, not only toward high voltage transmission. For hyperscaler supply chains it locks in optical cable capacity through long term take or pay style agreements. For copper suppliers such as Aurubis, Freeport and Southern Copper it is a long duration rod buyer. The 17 billion euro transmission backlog keeps HV cable capacity committed for years, so grid developers face long cable slot waits.
“Prysmian has a special advantage”Massimo Battaini, Chief Executive Officer. 2026-07-30. Prysmian H1 2026 results press release, Prysmian raises guidance after its best quarter yet
What would change the read. Digital Solutions organic growth falling back toward single digits in the Q3 2026 print due 29 October 2026, or the Transmission backlog shrinking from about 17 billion euro.
Prysmian raises guidance after its best quarter yet (H1 2026 results). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Adjusted EBITDABest quarter in company history; strength in Transmission, Digital Solutions and North American data center demand | Full year 2026 | €2.8bn to €2.9bn | Raised, from €2.6bn to €2.8bn |
| Free cash flowReason not stated in the release | Full year 2026 | €1.6bn to €1.8bn | Raised, from €1.3bn to €1.4bn |
Orders and backlog
- Transmission. Backlog about 17 billion euro per Q2 2026 presentation; no change figure given.
- Digital Solutions long term commitments. Hyperscaler and data center infrastructure agreements expected to add over 10 billion euro cumulative value through 2035 versus a 2025 baseline; Molex up to 5.5 billion euro.
Capacity and investment coming
- 2026Acquisition of Atkore at $95 per share
- 2031Optical cable and fiber capacity increase including glass preforming; US fiber capacity more than doubled
“This is a transformative moment for Prysmian's Digital Solutions.”Massimo Battaini, Chief Executive Officer. 2026-07-20. Prysmian press release, Prysmian to accelerate data center growth in Digital Solutions
Advanced Analytics view for components. Transmission and data center cable stay sold well ahead. Only two companies, so the read is thin. What would change it: Prysmian's backlog falling from about €17 billion.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Orders rose 40 percent on data centers, yet the stock fell because guidance only reached the top of its old range.
| Q2 2026 | Q3 2026 |
|---|
| Revenue | $9.5bn | $9.7bn |
| Growth | +14.0% | +14.0% |
| Operating margin | 20.2% | 20.8% |
| Guidance | Raised | Narrowed |
| Tone | Confident | Confident |
AI and data centerElectrificationReshoring and industrial capex
The full read
What changed. Record orders of 12,055 were up 40 percent comparable, nudging up sequentially, with a 1.24 book to bill. Operational EBITA margin rose 1.6 points to 20.8 percent. ABB narrowed FY2026 revenue growth to low teens from low double digit to low teens and set a margin improvement of at least 270 basis points. It announced a 51 percent controlling stake in a Mitsubishi Electric low voltage joint venture.
Read across the chain. ABB is choosing incremental capacity, automation and outsourced assembly over large new plants, with capex held near $1 billion. That favors contract assemblers and component suppliers over greenfield builders, and implies ABB expects data center pull to be absorbed by productivity rather than footprint. A solid state transformer in H2 2027 targets the conventional transformer bottleneck inside the data center.
“ABB delivered record order intake, and improved operational performance”Morten Wierod, Chief Executive Officer. 2026-10-20. ABB Q3 2026 results press release (CEO statement)
What would change the read. A lift in ABB's mid term capex guidance above about $1 billion would show incremental capacity is no longer enough; a book to bill below 1.1 in Q4 would show data center orders cooling.
Q3 2026 results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Comparable revenue growthNarrowed to the upper part of the prior range on record orders. | Full year 2026 | low teens | Narrowed, from low double digit to low teens |
| Operational EBITA margin improvementQuantified for the first time in this release; earlier guidance was a qualitative year on year improvement. | Full year 2026, reported | at least 270 bps | Introduced |
| Comparable revenue growthQuarterly outlook. | Q4 2026 | broadly similar to Q3 | Introduced |
Orders and backlog
- Total company. Record order intake, comparable growth 40 percent.
Capacity and investment coming
- 2027Cash offer for Rotork at 503 pence per share (Announced, subject to shareholder vote and regulatory approvals)
“We see absolutely no slowdown, more of an acceleration in our numbers”Morten Wierod, Chief Executive Officer. 2026-10-20. ABB Q3 2026 media or analyst call, as reported by Swissinfo (Bloomberg)
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Equipment makers
Applied Materials

Applied is planning to double its tool output by 2028 because customers have found ways around the cleanroom bottleneck.
| Q2 FY2026 | Q3 FY2026 |
|---|
| Revenue | $7.9bn | $9.1bn |
| Growth | +11.0% | +25.0% |
| Operating margin | 31.9% | 33.7% |
| Guidance | Raised | Raised |
| Tone | Confident | Confident |
AI and data centerReshoring and industrial capexSemiconductor fab buildPermittingSkilled labor
The full read
What changed. Applied posted its highest sequential revenue growth on record, guided Q4 to USD 10.25bn (up 51 percent), raised advanced packaging growth to over 70 percent from over 50 percent, and committed to double quarterly system output by 2028. DRAM revenue rose 52 percent.
Read across the chain. Doubling system output by 2028 means Applied's subsuppliers (RF power, vacuum, valves, chambers, ceramics) must scale with it, and the US share jumping to 15 percent shows reshored fabs moving from construction to tool install. New fab projects at a rate of 10 a quarter feed the power, construction and electrical equipment chain.
“double our quarterly system output from current levels by 2028”Brice Hill, Senior Vice President and Chief Financial Officer. 2026-08-13. Applied Materials Q3 FY2026 earnings call published script
What would change the read. Q4 Semiconductor Systems revenue well short of USD 7.9bn, or delay to the 2028 output doubling, would show customer pull slowing.
Applied Materials Announces Third Quarter 2026 Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| RevenueUSD 10.25bn plus or minus USD 500m, up 51 percent year over year at midpoint. | Q4 FY2026 | $9.8bn to $10.8bn | Introduced |
| Non-GAAP EPSUSD 4.02 plus or minus USD 0.20. | Q4 FY2026 | $3.82 to $4.22 | Introduced |
| Advanced packaging revenue growthHBM and advanced packaging demand. | Calendar 2026 | 70% | Raised, from 50% |
| Semiconductor Systems revenue | Calendar 2026 | Company said it is further raising expectations; no figure given. | Raised |
Orders and backlog
- Total company. Applied does not report orders or backlog. Largest customers are giving longer term commitments.
Capacity and investment coming
- 2028Double quarterly system output from current levels by 2028; next manufacturing expansion planned for 2030
“double our quarterly system output from current levels by 2028”Brice Hill, Senior Vice President and Chief Financial Officer. 2026-08-13. Applied Materials Q3 FY2026 earnings call published script
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Equipment makers
ASML Holding

ASML now says its 2027 and 2028 supply will fall short, and customers are paying up front to hold a place in line.
| Q2 2026 | Q3 2026 |
|---|
| Revenue | EUR 9.3bn | EUR 11.7bn |
| Growth | +21.3% | +55.2% |
| Operating margin | 37.1% | 44.4% |
| Guidance | Raised | Narrowed |
| Tone | Confident | Confident |
AI and data centerSemiconductor fab buildCasting and forging capacityChip and substrate supply
The full read
What changed. A quarter ago 2027 was close to covered by a 30 percent capacity lift. Now ASML says planned 2027 and 2028 supply will not fully meet demand, is studying more than 30 percent for 2028, and reports customers asking to order for 2029 and 2030. Free cash flow jumped to EUR 11.4bn on downpayments.
Read across the chain. A lithography shortfall through 2028 caps how fast the world can add leading edge wafers, which stretches the fab build cycle rather than steepening it. Upstream, ASML's suppliers face pull for more than 30 percent extra 2028 output. Downstream, memory makers getting tools first means HBM supply follows ASML's ship schedule, and fab construction and power demand track that cadence.
“Supply shortages across advanced Logic and Memory nodes continue to increase in size”Christophe Fouquet, President and Chief Executive Officer. 2026-10-14. ASML Q3 2026 investor call prepared remarks
What would change the read. Customers asking to defer rather than pull in slots, or downpayments reversing in Q4 operating cash flow, would show the shortage easing.
ASML reports EUR 11.7 billion total net sales and EUR 5.0 billion net income in Q3 2026. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Total net salesRecord Q3 near the top of guidance and strong Q4 guide. | Full year 2026 | €44bn to €45bn | Raised low end, from €43bn to €45bn |
| Gross marginHigher margin IBM mix. Stated as around 56 percent. | Full year 2026 | 56% | Narrowed, from 54% to 56% |
| Logic net system sales growthPrior guide was over 25 percent for advanced logic foundry; now about 10 percent for logic. Scope labels differ between quarters, so the comparison is Indicative. | Full year 2026 | 10% | Lowered, from 25% |
| Total net salesIncludes IBM of about EUR 3.7bn. | Q4 2026 | €14.2bn to €15.2bn | Introduced |
Orders and backlog
- Total company. No bookings figure (ASML stopped quarterly bookings disclosure after 2025). Management said it is increasingly receiving orders for 2028 and some customers want to order for 2029 and 2030. Operating cash flow of EUR 11.8bn reflects customer downpayments.
Capacity and investment coming
- 2027Add about 30 percent to 2026 Low NA EUV capacity of about 65 units in 2027; investigate a further 30 percent in 2028
- 2027Add about 30 percent to 2026 DUV immersion capacity of about 130 units in 2027; investigate a further 30 percent in 2028
- 2027NXE:3800F EUV scanner launch in small quantity, 260 wafers per hour
- 2028Investigating 2028 capacity increase beyond the previously communicated 30 percent for Low NA EUV and DUV immersion (Under study)
“our supply as currently planned for both 2027 and 2028 will not fully meet the demand”Christophe Fouquet, President and Chief Executive Officer. 2026-10-14. ASML Q3 2026 earnings release
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
AZZ's galvanizing volume accelerated to 23 percent growth with margin holding above 30 percent, so the steel side of the grid and data center build is still speeding up.
| Q1 FY2027 | Q2 FY2027 |
|---|
| Revenue | $448m | $487m |
| Growth | +6.3% | +16.7% |
| Operating margin | 17.2% | 17.2% |
| Guidance | Raised | Raised |
| Tone | Confident | Confident |
AI and data centerReshoring and industrial capexResidential and commercialInput cost inflation
The full read
What changed. Record quarterly sales of 486.9 million, up 16.7 percent, with Metal Coatings up 22.9 percent and Precoat Metals up 11.5 percent. Adjusted EPS rose 29 percent. FY2027 guidance was raised a second time: sales to 1.825 to 1.875 billion, adjusted EBITDA to 380 to 420 million, adjusted EPS to 7.00 to 7.30 dollars. Debt reduction guidance moved to 100 to 140 million from 130 to 170 million after the Seattle Galvanizing purchase and buybacks.
Read across the chain. With about 27 percent share of US hot dip galvanizing, AZZ's 22.9 percent Metal Coatings growth reads directly on fabricated steel volume for transmission structures, substations, data center frames and industrial plants. That pulls on zinc demand and on regional fabricator capacity. Buying a regional galvanizer instead of waiting 18 months for a greenfield kettle says AZZ judges capacity, not demand, as the near term limit.
“we are on track to set new sales and profitability records for fiscal year 2027.”Tom Ferguson, President and Chief Executive Officer. 2026-10-13. AZZ Q2 FY2027 earnings release (Exhibit 99.1 to Form 8-K)
What would change the read. Metal Coatings sales growth slipping back to single digits in Q3 FY2027 (quarter ending November 2026) without a price explanation, or zinc costs pushing segment margin below 30 percent, would undercut the acceleration read.
AZZ reports second quarter fiscal year 2027 results (Exhibit 99.1 to Form 8-K). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| SalesMetal Coatings volume and acquisition | Fiscal 2027 (ending 28 February 2027) | $1.8bn to $1.9bn | Raised |
| Adjusted EBITDAVolume | Fiscal 2027 | $380m to $420m | Raised, from $375m to $415m |
| Adjusted diluted EPSVolume and buybacks | Fiscal 2027 | $7.00 to $7.30 | Raised, from $6.75 to $7.15 |
| Capital expendituresIncludes galvanizing capacity expansions | Fiscal 2027 | $80m to $100m | Reaffirmed |
| Debt reductionNot stated in the release; the prior range is not restated. | Fiscal 2027 | $100m to $140m | Lowered, from $130m to $170m |
Capacity and investment coming
- 2026Washington, Missouri aluminum coil coating plant ramp, approaching 50 to 60 million annual sales run rate
- 2026Seattle Galvanizing acquired
- 2027FY2027 capex 80 to 100 million including hot dip galvanizing capacity expansions
“we are on track to set new sales and profitability records for fiscal year 2027.”Tom Ferguson, President and Chief Executive Officer. 2026-10-13. AZZ Q2 FY2027 earnings release (Exhibit 99.1 to Form 8-K)
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Equipment makers
Caterpillar

Caterpillar can sell every large genset and turbine it can build, and is now booking power slots into 2029.
| 2Q 2026 |
|---|
| Revenue | $20.5bn |
| Growth | +24.0% |
| Operating margin | 20.9% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-10-29
AI and data centerLNG and gas infrastructurePower generation buildReshoring and industrial capexTariffs and tradeTurbine slot availability
The full read
What changed. Caterpillar posted its first ever quarter above 20 billion dollars of sales and revenues, and backlog grew 9 billion dollars in the quarter to 72 billion. Power Generation sales rose 29 percent to 3,098 million dollars on large reciprocating engines and turbines, primarily for data centers, and power generation sales to users rose 72 percent. Management restarted a medium speed gas engine platform to add about 1.5 gigawatts of capacity. The segment previously called Energy and Transportation is now reported as Power and Energy, with Rail moved to Resource Industries.
Read across the chain. Upstream, a producer saying production is the limit while scaling turbines to 2.5 times 2024 is a sustained pull on castings, forgings, alternators and turbine blade suppliers, and on Kansas and Texas packaging labor. Downstream, data center developers who book turbines into 2029 and gensets into 2028 are effectively locking in onsite power ahead of grid interconnection, which supports Vertiv's move into onsite generation and keeps standby genset pricing firm for Cummins and Generac.
“Strong order rates and a growing backlog reflect broadening momentum”Joe Creed, Chairman and Chief Executive Officer. 2026-08-04. Caterpillar 2Q 2026 earnings release (8-K exhibit 99.1)
What would change the read. Backlog falling below 72 billion dollars in the third quarter report on 29 October 2026, or management describing data center customers deferring delivery slots, would show the power cycle has peaked. Turbine delivery dates pulling in from 2029 would signal capacity has caught up with demand.
Caterpillar Reports Second-Quarter 2026 Results (exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Sales and revenues growthStrong sales to users in all three segments and record backlog. Prior range not retrieved from a primary source; classification Indicative. Not printed in the company release; stated on the earnings call or in the company's slides. | Full year 2026 | Mid teens to High teens | Raised |
| MP&E free cash flowStated as position within the long term target range. | Full year 2026 | Top half of 6,000 to 15,000 range | Not given |
| Capital expendituresCapacity investment in turbines and large engines. | Full year 2026 | about $3.5bn | Not given |
| Tariff costsUpdated tariff estimate; Q2 tariff costs about 400 million before IEEPA recoveries. | Full year 2026 | about $2.2bn | Not given |
| Adjusted operating marginTariff costs at higher sales level. | Full year 2026, excluding IEEPA recoveries | Near bottom of target range | Not given |
Orders and backlog
- Total company. Backlog up about 9 billion dollars sequentially to 72 billion, per the CEO on the call; year over year growth of about 92 percent is as reported in transcript coverage and is Indicative. Release states strong order rates and growing backlog across all three primary segments. Oil and gas backlog nearly two times a year earlier. Not printed in the company release; the 72 billion backlog was stated on the call; the 10-Q prints 44.1 billion of unsatisfied performance obligations, a different measure.
Capacity and investment coming
- 2026Restart of 10 MW medium speed gas engine platform, about 1.5 gigawatts of capacity, first shipments Q4 2026
- 20262026 capex about 3.5 billion dollars
- 2026Wamego, Kansas 250,000 square foot facility converted in under 12 months to package PGM-130 turbines for data center power
“We plan to bring about 1.5 gigawatts of capacity back online.”Joe Creed, Chairman and Chief Executive Officer. 2026-08-04. Caterpillar 2Q 2026 earnings call transcript (Earnings Whispers)
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Cummins is sold out of large data center gensets into the second half of 2028, and growth now waits on its plants.
| Q2 2026 |
|---|
| Revenue | $9.5bn |
| Growth | +9.0% |
| Operating margin | Not stated |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-05
AI and data centerCommodity prices and volumesPower generation buildCasting and forging capacity
The full read
What changed. Record second quarter revenue of 9.46 billion dollars and a second guidance raise of the year, to revenue growth of 10 to 13 percent from 8 to 11 percent. Power Systems revenue rose 19 percent to a record 2.3 billion dollars at a 24.5 percent EBITDA margin, with power generation product sales up about 27 percent. The CEO said 2026 growth is constrained by capacity, not demand, and pointed to 20 gigawatts of incremental capacity announced at the May 2026 Analyst Day, phasing in from 2027 to 2030. An EPA proposal easing the 2027 truck emissions transition reduced the risk of an abrupt pre-buy and drop.
Read across the chain. Upstream, a 20 gigawatt multi year capacity program across nearly all plants is sustained demand for alternators, castings, crankshafts and enclosure fabrication, and for skilled assembly labor in Indiana and the UK. Downstream, data center developers booking gensets for 2028 delivery and signing natural gas prime power microgrids through 2030 confirm onsite generation is now a bridge to delayed grid connections. Read with Caterpillar's booking into 2029, the standby and prime power market is supply rationed across the major engine makers.
“demand for data center power generation remains robust”Jennifer Rumsey, Chair and Chief Executive Officer. 2026-08-04. Cummins Q2 2026 earnings release (8-K exhibit 99)
What would change the read. Lead times for new large genset orders shortening from the second half of 2028 at the 5 November 2026 call, or the power generation revenue guide narrowing to the low end of 15 to 25 percent, would show the capacity constraint easing or demand cooling.
Cummins Reports Strong Second Quarter 2026 Results; Raises Full-Year Outlook (exhibit 99). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Revenue growthStronger North America on highway, China construction and power generation demand. | Full year 2026 | 10% to 13% | Raised, from 8% to 11% |
| EBITDA marginHigher volumes; incentive compensation weighs on Q2. | Full year 2026, excluding fuel cell sale charges | 18% to 18.5% | Raised low end, from 17.75% to 18.5% |
| Power Systems revenue growthCapacity limited. | Full year 2026 | 14% to 19% | Reaffirmed |
| Power Systems EBITDA marginRange restated; prior range not fully retrieved. | Full year 2026 | 25% to 25.75% | Not given |
| North America heavy duty truck marketImproving replacement demand and some pre-buy. | Full year 2026 | 240,000 to 250,000 units | Raised low end, from 230,000 to 250,000 units |
| Accelera revenueeMobility and electrolyzer sales. | Full year 2026 | $350m to $400m | Raised, from $300m to $350m |
Orders and backlog
- Power generation (data center gensets). Cummins does not publish backlog. CEO described backlog as very strong and capacity constrained; new 95 liter engine orders deliver in the second half of 2028.
Capacity and investment coming
- 203020 gigawatts of incremental power generation capacity across nearly all plants, announced at May 2026 Analyst Day
“we have seen absolutely no pausing or blinking in demand”Mark Smith, Chief Financial Officer. 2026-08-04. Cummins Q2 2026 earnings call transcript (Earnings Whispers)
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Equipment makers
Doosan Enerbility

Doosan's turbine and EPC wins are coming from the Gulf and the US in a steady cadence, but the consolidated numbers are still dominated by Bobcat and do not yet show it.
| 2Q 2026 |
|---|
| Revenue | KRW 4,724.8bn |
| Growth | +3.4% |
| Operating margin | Not stated |
| Guidance | Not given |
| Tone | Measured |
2026 Q3: scheduled not yet held
Nuclear restart and new buildPower generation build
The full read
What changed. Consolidated revenue rose about 3.4 percent and operating profit about 13.8 percent year on year (Indicative, aggregator figures). In the quarter Doosan booked the Jafurah Phase 2 cogeneration plant in Saudi Arabia (about KRW 840 billion, June) and the Duqm combined cycle plant in Oman (about KRW 530 billion, June), and won an order for four 370 MW steam turbines for Texas (May).
Read across the chain. US buyers ordering six 370 MW steam turbines from a Korean supplier in one year shows combined cycle developers are sourcing the steam island wherever slots exist, separately from the gas turbine OEM. That widens the supplier base for new gas build and gives Doosan a beachhead before its own large frame gas turbines reach the US.
“will actively seek more business opportunities in the North American market”Seungwoo Sohn, Chief Executive Officer, Power Services Business Group. 2026-05-27. Doosan Enerbility press release, Doosan Enerbility to Supply Four Steam Turbines to U.S. Client
What would change the read. Verified 2Q figures from the DART filing that differ from the aggregator, or a 2026 order total that falls short of the company's annual plan when 3Q results are published.
Report on Business Performance according to Consolidated Financial Statements (Fair Disclosure). Confidence class: Indicative.
Looking ahead
Company guidance
No numeric guidance was found in the company's own documents for these two quarters.
Orders and backlog
- Combined cycle EPC wins announced in the quarter (Jafurah Phase 2, Duqm). Sum of two press release contract values, each stated as approximate (Indicative). Not the company's reported order intake, which was not established.
“will actively seek more business opportunities in the North American market”Seungwoo Sohn, Chief Executive Officer, Power Services Business Group. 2026-05-27. Doosan Enerbility press release, Doosan Enerbility to Supply Four Steam Turbines to U.S. Client
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Eaton's data center demand is no longer the only engine, and management is now leaning on price to turn a 1.3 book to bill into margin.
| Q2 2026 |
|---|
| Revenue | $8.5bn |
| Growth | +21.4% |
| Operating margin | 23.1% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-03
AI and data centerDefense and rearmamentGrid and transmissionResidential and commercialElectrician and trades laborSwitchgear lead time
The full read
What changed. Organic growth accelerated to 14 percent and full year organic guidance went to 11 to 13 percent from 9 to 11 percent in May. Electrical Americas margin recovered 190 bps sequentially to 27.5 percent, and the CFO said about 300 bps of the second half lift will come from price cost, with the general price increase pulled forward from Q4 to Q3. Boyd Thermal ran 20 percent ahead of Eaton's commitment in its first full quarter.
Read across the chain. Eaton is pricing ahead of cost in the second half, which tells switchgear, UPS and busway buyers that list prices rise again in Q3 and that the 1.3 book to bill gives Eaton the leverage. Upstream, a 25 percent rise in revenue per day on more than 1 billion of new capacity means more demand for breakers, copper bus and enclosures. The prefab pitch says field electrician scarcity is now shaping product design, which favors Fibrebond style skids over site wiring and pulls labor value into the factory.
“Total U.S. data center backlog has grown to 307 GW”Paulo Ruiz, Chief Executive Officer. 2026-07-31. Eaton Q2 2026 earnings call transcript (MarketBeat)
What would change the read. Electrical Americas margin failing to climb the guided 450 to 500 bps from first half to second half, or rolling orders growth falling below revenue growth (book to bill under 1.0), would show pricing power is weaker than management claims.
Eaton reports record second quarter 2026 results (Exhibit 99 to Form 8-K). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Organic growthBroad end market strength and data center demand | Full year 2026 | 11% to 13% | Raised, from 9% to 11% |
| Adjusted EPSVolume and price | Full year 2026 | $13.40 to $13.60 | Raised, from $13.05 to $13.50 |
| Segment margin | Full year 2026 | 24.1% to 24.5% | Reaffirmed |
| GAAP EPSNot stated in release; adjusted EPS raised | Full year 2026 | $10.36 to $10.56 | Lowered, from $10.88 to $11.33 |
| Organic growthQuarterly guide | Q3 2026 | 13.5% to 15.5% | Introduced |
| Adjusted EPSQuarterly guide | Q3 2026 | $3.46 to $3.56 | Introduced |
Orders and backlog
- Electrical sector (Americas plus Global). Rolling 12 month book to bill. Eaton reports orders as percent change, not dollars. Electrical Americas backlog up about 5 billion since start of 2025, about 700 million sequentially.
Capacity and investment coming
- 2026Boyd Thermal acquisition closed
“Total U.S. data center backlog has grown to 307 GW”Paulo Ruiz, Chief Executive Officer. 2026-07-31. Eaton Q2 2026 earnings call transcript (MarketBeat)
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Equipment makers
GE Vernova

GE Vernova is shipping and converting reservations faster than it is signing new ones, so the scarcity is now showing up in margin rather than in gigawatts.
| Q2 2026 | Q3 2026 |
|---|
| Revenue | $11.1bn | $12.6bn |
| Growth | +22.0% | +27.0% |
| Operating margin | Not stated | Not stated |
| Guidance | Raised | Raised |
| Tone | Confident | Confident |
AI and data centerAftermarket and servicesGrid and transmissionPower generation buildInput cost inflationTurbine slot availability
The full read
What changed. Orders rose 96 percent organically to 29.3 billion and backlog jumped 20 billion to 197 billion, with management now calling above 200 billion in Q4. Gas backlog rose to 64 GW while slot reservations fell to 58 GW as 13 GW converted, lifting total under contract to 122 GW; the year end target moved up again to at least 130 GW. Adjusted EBITDA margin hit 15.4 percent and all four headline guidance lines went up. GE Vernova also agreed to buy Trench Group for about 9.0 billion dollars.
Read across the chain. Net new gigawatts slowed to 11 GW from 20 GW while conversions and shipments rose, which says the queue is moving from reservation to firm, priced backlog and into factory throughput. For suppliers of castings, forgings and HA hot sections, the 5 GW quarterly run rate is now real volume. The Trench purchase (bushings, instrument transformers, coils) is a vertical move into a constrained grid component layer, which tells transformer and switchgear buyers that GE Vernova sees component supply, not demand, as its Electrification limit.
“exit 2026 with at least 130 GW of gas equipment under contract”Scott Strazik, Chief Executive Officer. 2026-10-28. GE Vernova Q3 2026 earnings release (Exhibit 99 to Form 8-K)
What would change the read. A Q4 print where total GW under contract falls short of 130 GW, or where Power margin falls back below the new 19 to 21 percent range as inflation catches price, would undercut the read that turbine scarcity is converting to durable margin.
GE Vernova third quarter 2026 financial results (Exhibit 99 to Form 8-K). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| RevenuePower volume and price | Full year 2026 | $46.5bn to $47.5bn | Raised, from $45.5bn to $46.5bn |
| Adjusted EBITDA marginPrice, volume and productivity | Full year 2026 | 13.5% to 14.5% | Raised, from 12% to 14% |
| Free cash flowNine month free cash flow of 15.3 billion | Full year 2026 | $16bn to $17bn | Raised, from $11.5bn to $12.5bn |
| Power segment EBITDA marginFavorable price and Gas Power volume | Full year 2026 | 19% to 21% | Raised, from 17% to 19% |
| Power organic revenue growthGas Power volume | Full year 2026 | 19% to 21% | Raised, from 18% to 20% |
| Electrification segment EBITDA marginNow trending toward the high end | Full year 2026 | 18% to 20% | Reaffirmed |
| Wind segment EBITDALoss range widened to 400 to 500 million while organic revenue decline improved to mid single digits | Full year 2026 | -$500m to -$400m | Lowered, from -$400m |
Orders and backlog
- Total company. Orders growth is organic. Backlog up about 20 billion sequentially; above 200 billion expected in Q4.
- Gas Power equipment, gigawatts. Orders field is GW of new direct orders; 8 GW of new SRAs and 13 GW of SRA conversions also signed. SRAs 58 GW; total under contract 122 GW.
Capacity and investment coming
- 2026Acquisition of remaining 50 percent of Prolec GE completed
- 2027Agreement to acquire Trench Group
- 2028Capex commitment of 6 billion from 2025 to 2028, including 1 billion at Prolec GE for 2026 to 2028
- 2030Gas turbine output rising to 24 GW a year in 2028, with actions underway to reach 30 GW in 2030
“exit 2026 with at least 130 GW of gas equipment under contract”Scott Strazik, Chief Executive Officer. 2026-10-28. GE Vernova Q3 2026 earnings release (Exhibit 99 to Form 8-K)
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
One Amazon contract nearly tripled Generac's data center backlog in a quarter, so 2027 is now a delivery problem, not a demand one.
| Q2 2026 | Q3 2026 |
|---|
| Revenue | $1.2bn | $1.3bn |
| Growth | +11.0% | +16.0% |
| Operating margin | Not stated | Not stated |
| Guidance | Raised | Raised low end |
| Tone | Confident | Confident |
AI and data centerResidential and commercial
The full read
What changed. Data center backlog rose to about 4.5 billion dollars from about 1.6 billion at the Q2 report, including a long term Amazon supply agreement with initial deliveries of 2.4 billion dollars across 2027 and 2028. Amazon received a warrant for up to 1,693,745 shares at 200.9266 dollars, vesting against up to 8 billion dollars of cumulative generator purchases. Net sales hit an all time record of 1.29 billion dollars, and Residential rebounded 9 percent on home standby and portable shipments as power quality worsened.
Read across the chain. Upstream, a 4.5 billion dollar backlog against roughly 450 million of 2026 data center revenue puts heavy pull on Generac's engine supplier, alternator and switchgear sources, and on Wisconsin and Illinois packaging labor through 2028. Downstream, Amazon tying equity to up to 8 billion dollars of purchases is a hyperscaler deliberately building a second source of backup power outside Caterpillar and Cummins, which confirms standby gensets are a scarce input to data center schedules.
“our third quarter results reflect an all-time record for net sales”Aaron Jagdfeld, President and Chief Executive Officer. 2026-10-28. Generac Q3 2026 earnings release (8-K exhibit 99.1)
What would change the read. If Generac's 2027 data center revenue guidance, expected with fourth quarter results, implies conversion well below the Amazon 2.4 billion over 2027 and 2028 pace, or if C&I margins stay near 12.5 percent as volume ramps, the backlog will not translate into the earnings the contract suggests.
Generac Reports Third Quarter 2026 Results (exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Net sales growthIncludes about 2 points from currency, acquisitions and divestitures. | Full year 2026 | Mid teens to High teens | Reaffirmed |
| Adjusted EBITDA margin before NCIPrice cost and lower tariff costs. | Full year 2026 | 20.5% to 21% | Raised low end, from 20% to 21% |
| Net income margin before NCI | Full year 2026 | 9% to 10% | Reaffirmed |
Orders and backlog
- Data center products. Backlog about 4.5 billion dollars including the Amazon agreement and other new and existing customer wins, up from about 1.6 billion at the Q2 report.
Capacity and investment coming
- 2026Enercon acquisition completed and Belvidere facility purchased for packaging
- 2026Capex raised to about 4.5 percent of sales
- 2027Triple large megawatt generator assembly and packaging capacity within 12 months
“a path over the next 12 months to triple our production capacity”Aaron Jagdfeld, President and Chief Executive Officer. 2026-07-29. Generac Q2 2026 earnings call transcript (Earnings Whispers)
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Equipment makers
HD Hyundai Electric

Record sales came with a thinner margin because the growth came from Korea and distribution gear rather than North American power transformers, and orders slowed after a first half that front loaded the year.
| 2Q 2026 | 3Q 2026 |
|---|
| Revenue | KRW 1,141.8bn | KRW 1,179.9bn |
| Growth | +26.0% | +18.5% |
| Operating margin | 25.1% | 24.1% |
| Guidance | Raised | Not given |
| Tone | Confident | Measured |
AI and data centerEnergy transitionGrid and transmission
The full read
What changed. Revenue hit a quarterly record of KRW 1.1799 trillion but operating margin fell about one point year on year to 24.1 percent, and operating profit dipped slightly from the second quarter's KRW 287.0 billion. Third quarter orders fell 19.1 percent to USD 980 million. The company committed KRW 198 billion to phase two of its Cheongju distribution campus.
Read across the chain. The buyer is moving from single power transformer orders to bundled packages that include distribution transformers, which pulls Korean makers deeper into the low and medium voltage layer where Eaton, Schneider and ABB sit. Backlog still grew while orders fell, so the factories are full through at least 2028 even at a slower intake rate, and capacity spend has shifted to distribution equipment.
What would change the read. Fourth quarter orders that leave full year intake below the USD 5.185 billion target, or a backlog decline in dollars at year end 2026.
3Q 2026 Earning Release (2026.10.27), listed on the IR Report page. Confidence class: Indicative.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| New orders | Full year 2026 | No update reported with third quarter preliminary results in the sources reviewed. | Not given |
Orders and backlog
- Total company. Company attributes the decline to a base effect after USD 3.231 billion of large orders in the first half. Backlog up 4.2 percent quarter on quarter.
Capacity and investment coming
- 2027Second US power transformer plant at the Montgomery, Alabama production subsidiary, groundbreaking 6 March 2026
- 2028Phase two of the Cheongju Distribution Equipment Campus
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Hitachi Energy is now carrying the group: its margin jumped 270 bps while the backlog kept climbing.
| Q1 FY2026 | Q2 FY2026 |
|---|
| Revenue | JPY 2,709.5bn | JPY 2,904.4bn |
| Growth | +20.0% | +15.0% |
| Operating margin | 11.9% | 12.9% |
| Guidance | Raised | Raised |
| Tone | Confident | Confident |
AI and data centerElectrificationGrid and transmissionSemiconductor fab build
The full read
What changed. Energy segment orders rose 47 percent to JPY 1,566.2bn on several large European HVDC awards and data center orders, and Hitachi Energy's Adjusted EBITA margin rose 270 bps to 15.9 percent. Hitachi raised the FY2026 forecast again: revenue to JPY 12,000bn from 11,700bn, Adjusted EBITA to JPY 1,560bn from 1,520bn, net income to JPY 920bn from 900bn. The interim dividend went to JPY 32 from a planned 28.
Read across the chain. A Hitachi Energy backlog of about $67bn growing faster than revenue says grid OEM capacity, not demand, still sets the pace for HVDC and transformer deliveries. European HVDC awards booked now land as converter, cable and transformer work years out, which keeps suppliers of insulation, copper and power electronics loaded. Distribution transformer and UPS sales in Connective Industries show the data center pull reaching the lower voltage end too.
“Order growth was driven by several large HVDC project awards in Europe”Tomomi Kato, Senior Vice President and Executive Officer, CFO. 2026-10-28. Hitachi Outline of Consolidated Financial Results, Q2 FY2026 (CFO presentation, slide text, not a spoken quote)
What would change the read. The read fails if the Hitachi Energy backlog stops growing in dollars at the Q3 FY2026 report (January 2027), or if the Energy margin gain reverses while capacity additions continue, which would mean pricing, not mix and productivity, drove the 270 bps.
Outline of Consolidated Financial Results for the Second Quarter of FY2026 (presented by Tomomi Kato, CFO). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| RevenueMainly driven by DSS and CI, per the company | FY2026 (year ending March 31, 2027) | ¥12,000bn | Raised, from ¥11,700bn |
| Adjusted EBITANot stated at group level; Energy segment Adjusted EBITA raised JPY 33bn | FY2026 | ¥1,560bn | Raised, from ¥1,520bn |
| Adjusted EBITA marginUnchanged | FY2026 | 13% | Reaffirmed |
| Net income attributable to Hitachi shareholders | FY2026 | ¥920bn | Raised, from ¥900bn |
| Core free cash flowNot stated; year on year decline includes about JPY 340bn from large advances received | FY2026 | ¥920bn | Raised, from ¥900bn |
| Basic EPS | FY2026 | ¥206.41 | Raised, from ¥201.14 |
| Hitachi Energy revenueUp $0.23bn versus previous forecast | FY2026 | $23.6bn | Raised |
| Hitachi Energy Adjusted EBITA marginUp 90 bps versus previous forecast | FY2026 | 15.7% | Raised |
Orders and backlog
- Total company. Hitachi does not publish a consolidated order figure in the outline; the deck says backlog expanded steadily across all sectors.
- Energy segment. Book to bill computed from orders over revenue (Indicative). Power Grids orders JPY 1,507.4bn, up 50 percent. Backlog is Hitachi Energy, also given as $66.9bn, up 16 percent since end FY2025.
Capacity and investment coming
- 2027FY2026 capex forecast JPY 670.0bn, up 172.1bn, mainly Power Grids
- 2027Demonstration of grid to rack integrated control for 800V data center racks, planned early 2027 (Planned)
“growth will continue until around 2035”Tomomi Kato, Senior Vice President, Executive Officer and Chief Financial Officer. 2026-07-29. Hitachi Q1 FY2026 earnings web conference, company Q&A minutes (summary form)
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Hubbell's growth has moved from the utility to the data center: Electrical Solutions grew 22 percent organically while Utility Solutions slowed to 5.
| Q2 2026 | Q3 2026 |
|---|
| Revenue | $1.7bn | $1.9bn |
| Growth | +15.0% | +24.6% |
| Operating margin | 20.4% | 21.8% |
| Guidance | Raised | Raised |
| Tone | Confident | Confident |
AI and data centerGrid and transmissionInput cost inflation
The full read
What changed. Organic growth rose to 11.3 percent and adjusted operating margin expanded 160 bps to 25.5 percent after falling in Q2, as price, productivity and a net tariff benefit outran inflation. Electrical Solutions adjusted margin jumped 400 bps to 24.8 percent with NSI included. Utility Solutions organic growth slowed to 4.9 percent from about 6 percent in Q2, and Grid Automation turned negative.
Read across the chain. The utility side is decelerating while the data center side accelerates, which tells component and wire management suppliers that Hubbell's incremental volume now sits in data center electrical rooms rather than on utility poles. A net tariff benefit and margin up 160 bps say Hubbell's 2026 price increases ran ahead of its own tariff exposure, which competitors with more imported content may not match. Grid Automation turning negative is a signal for meter and sensing vendors that utilities are prioritizing physical capacity over automation.
“Hubbell delivered strong financial performance in the third quarter”Gerben Bakker, Chairman, President and Chief Executive Officer. 2026-10-27. Hubbell Q3 2026 earnings release (Exhibit 99.1 to Form 8-K)
What would change the read. A Q4 where Utility Solutions organic growth falls below 3 percent while Electrical Solutions holds above 15 percent would confirm the shift; a reacceleration in Grid Automation would undercut it.
Hubbell reports third quarter 2026 results (Exhibit 99.1 to Form 8-K). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Total sales growthOrganic strength and NSI | Full year 2026 | 18% to 19% | Raised, from 16% to 18% |
| Organic sales growthData center strength | Full year 2026 | 10% to 11% | Raised low end, from 9% to 11% |
| Adjusted diluted EPSMargin expansion | Full year 2026 | $20.40 to $20.60 | Raised, from $20.25 to $20.55 |
| GAAP diluted EPS | Full year 2026 | $17.30 to $17.50 | Narrowed, from $17.25 to $17.55 |
| Free cash flow conversion | Full year 2026 | about 90% | Reaffirmed |
Orders and backlog
- Utility Solutions. First half 2026 book to bill about 1.2, as reported in call summary. Not printed in the company release; stated on the earnings call.
Capacity and investment coming
- 2026Acquisition of NSI Industries closed in early June 2026
“Mega trends continue to accelerate, most notably in data center markets”Gerben Bakker, Chairman, President and Chief Executive Officer. 2026-07-28. Hubbell Q2 2026 earnings call, as quoted in MarketBeat call highlights
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Equipment makers
Johnson Controls

Johnson Controls says customers' power hookups, not demand, now pace its data center revenue, and it guides double digit growth anyway.
| Q3 FY2026 | Q4 FY2026 |
|---|
| Revenue | $6.6bn | $7.1bn |
| Growth | +9.0% | +10.0% |
| Operating margin | 19.8% | 20.6% |
| Guidance | Raised | Introduced |
| Tone | Confident | Confident |
AI and data centerResidential and commercialPower availability
The full read
What changed. Orders accelerated to 44 percent organic growth from 27 percent the prior quarter and backlog rose to a record 23.0 billion dollars, up 43 percent, with Americas orders up 58 percent and Americas backlog up 54 percent to 17.8 billion. Fiscal 2027 guidance calls for 11 to 12 percent organic growth and adjusted EPS of 6.15 to 6.30 dollars, above the high single digit algorithm management reaffirmed in July. The CFO said the primary constraint is not demand; management pointed to customers' power and electrical infrastructure. A new restructuring program of about 400 million dollars over fiscal 2027 and 2028 targets about 600 million of gross annualized savings by fiscal 2029.
Read across the chain. Upstream, a 54 percent rise in Americas backlog and CDU capacity mostly spoken for keeps demand firm for compressors, pumps, heat exchangers and cold plates, the last of which JCI is now bringing in house through Alloy. Downstream, a thermal supplier naming customers' power and electrical infrastructure as the gate on its own revenue is direct evidence that transformers, switchgear and onsite generation (Caterpillar, Cummins, Generac, Vertiv's UIG) sit on the critical path for data center completions.
“With record backlog and sustained customer demand, we enter fiscal 2027 with confidence”Joakim Weidemanis, Chief Executive Officer. 2026-10-27. Johnson Controls Q4 FY2026 earnings release (8-K exhibit 99.1)
What would change the read. If backlog conversion in fiscal 2027 runs below the 70 to 80 percent the CFO guided for the next 12 months, the power and electrical bottleneck at customer sites is worsening. A drop in Americas orders growth from 58 percent toward single digits would show the ordering wave has crested.
Johnson Controls Reports Q4 and FY26 Results; Initiates FY27 Guidance (exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Organic sales growthRecord backlog, 70 to 80 percent converting in 12 months. | Fiscal year 2027 (October 2026 to September 2027) | 11% to 12% | Introduced |
| Adjusted EPSAbout 21 percent growth at the midpoint. | Fiscal year 2027 | $6.15 to $6.30 | Introduced |
| Operating leverageMix shift toward systems. | Fiscal year 2027 | at least 30% | Introduced |
| Adjusted free cash flow conversionHigher capex. | Fiscal year 2027 | about 95% | Introduced |
| Organic sales growthQuarterly guide. | Fiscal Q1 2027 | 12% to 14% | Introduced |
| Adjusted EPSQuarterly guide. | Fiscal Q1 2027 | $1.15 to $1.20 | Introduced |
Orders and backlog
- Total company. Organic orders and organic backlog growth; record backlog, up from 21.0 billion at 30 June 2026.
Capacity and investment coming
- 2026Computer room air handler capacity more than quadrupled at the York airside center of excellence without significant capital; earlier expansions ramping ahead of plan
- 2026CDU shipments begin fiscal Q4 2026
- 2026Acquisition of Alloy, a cold plate business, entering the cold plate market
- 2027CDU capacity ramping in all three regions, mostly spoken for
“We still anticipate 70 to 80% of that backlog to convert into revenue”Marc Vandiepenbeeck, Executive Vice President and Chief Financial Officer. 2026-10-27. Johnson Controls Q4 FY2026 earnings call transcript (Earnings Whispers)
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Equipment makers
KLA Corporation

KLA's advanced packaging inspection business is growing almost twice as fast as packaging itself.
| Q4 FY2026 |
|---|
| Revenue | $3.7bn |
| Growth | +15.2% |
| Operating margin | 42.5% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-10-28
AI and data centerAftermarket and servicesSemiconductor fab buildPermittingTariffs and trade
The full read
What changed. KLA raised its calendar 2026 WFE view to about the low USD 150B range from USD 140B plus, and lifted its advanced packaging process control outlook to about USD 1.1bn, up more than 70 percent, from high 50s percent growth. It expects second half growth about 20 percent above the first half.
Read across the chain. Process control rides on new node and packaging complexity rather than wafer volume, so KLA's packaging surge confirms HBM and CoWoS style packaging lines are being built as fast as front end fabs. Tariffs and memory pricing pressure show the cost side is not free even for the highest margin tool maker.
“we see momentum across our business accelerating in the second half of calendar 2026”Rick Wallace, President and Chief Executive Officer. 2026-07-28. KLA Q4 FY2026 earnings release
What would change the read. September quarter revenue below USD 3.8bn, or a cut to the USD 1.1bn packaging target, would show the second half acceleration is not arriving.
KLA Corporation Reports Fiscal 2026 Fourth Quarter and Full Year Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| WFE market including advanced packaging | Calendar 2026 | From USD 140B plus to about the low USD 150B range on customer visibility. | Raised, from $140bn |
| RevenueUSD 4.0bn plus or minus USD 200m. | September 2026 quarter (Q1 FY2027) | $3.8bn to $4.2bn | Introduced |
| Non-GAAP diluted EPSUSD 1.16 plus or minus USD 0.10. | September 2026 quarter (Q1 FY2027) | $1.06 to $1.26 | Introduced |
| Advanced packaging process control systems revenue growthPrior expectation high 50s percent; now over 70 percent to about USD 1.1bn. | Calendar 2026 | 70% | Raised |
Orders and backlog
- Total company. KLA does not report orders or backlog quarterly; it cites unprecedented visibility from customers.
“we see momentum across our business accelerating in the second half of calendar 2026”Rick Wallace, President and Chief Executive Officer. 2026-07-28. KLA Q4 FY2026 earnings release
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Equipment makers
Lam Research

Lam now puts 2027 chip tool spending above USD 200 billion, and China has come back to 35 percent of its sales.
| Q4 FY2026 | Q1 FY2027 |
|---|
| Revenue | $6.7bn | $8.2bn |
| Growth | +30.0% | +54.4% |
| Operating margin | 37.4% | 40.0% |
| Guidance | Raised | Raised |
| Tone | Confident | Confident |
AI and data centerSemiconductor fab buildSkilled laborTariffs and trade
The full read
What changed. Lam raised its calendar 2026 WFE view to the mid USD 150B range from the low USD 150B range, gave a preliminary 2027 WFE above USD 200B, and said customer visibility extends through 2028. China rose to 35 percent of revenue from 26 percent. Operating margin crossed 40 percent.
Read across the chain. A USD 200B plus 2027 WFE view implies roughly 30 percent more tool spend next year, which means more fab shells, more cleanroom and more substation and power capacity at memory and foundry sites. China's jump to 35 percent shows domestic Chinese fabs still absorbing a large share of etch and deposition despite export rules.
“Our strategic investments in technology inflections and manufacturing capacity are paying off”Tim Archer, President and Chief Executive Officer. 2026-10-21. Lam Research September 2026 quarter earnings release
What would change the read. Lam lowering the preliminary CY27 WFE view below USD 200B in January, or China share falling sharply on new export rules, would break this read.
Lam Research Corporation Reports Financial Results for the Quarter Ended September 27, 2026. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| WFE market | Calendar 2026 | Moved from low USD 150B range to mid USD 150B range. | Raised |
| WFE marketStated as above USD 200B. | Calendar 2027 (preliminary) | $200bn | Introduced |
| RevenueUSD 8.60bn plus or minus USD 400m. | December 2026 quarter | $8.2bn to $9bn | Introduced |
| Diluted EPSUSD 2.33 plus or minus USD 0.15. | December 2026 quarter | $2.18 to $2.48 | Introduced |
Orders and backlog
- Total company. Lam does not report orders or backlog. Deferred revenue rose to USD 2.66bn from USD 2.43bn. Customer visibility extends through 2028.
“strengthening our ability to outgrow the wafer fabrication equipment market as the industry expands”Tim Archer, President and Chief Executive Officer. 2026-10-21. Lam Research September 2026 quarter earnings release
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Datacenters are now a third of Legrand and the US grew 27 percent while Europe shrank, so the company is becoming an American data center supplier with a European head office.
| H1 2026 results |
|---|
| Revenue | EUR 2.9bn |
| Growth | +14.7% |
| Operating margin | Not stated |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-05
AI and data centerEnergy transitionResidential and commercialInput cost inflation
The full read
What changed. Legrand roughly doubled its organic growth target to 8 to 10 percent from 4 to 7 percent and raised total ex currency sales growth to 16 to 19 percent. Datacenters reached 32 percent of group revenue with organic growth above 30 percent. Q2 organic growth accelerated to 10.4 percent.
Read across the chain. Legrand is buying data center capability rather than building it, with capex near 1.6 percent of sales and net debt up three quarters. Its data center exposure sits in white space (power distribution units, busway, racks, cooling through acquisitions), which moves with server installs rather than with transformer and turbine timelines. Upstream suppliers of busway copper and enclosures see US pull; European building product distributors see a flat to down market.
“record sales growth of +17% excluding currency effects, driven”Benoit Coquart, Chief Executive Officer. 2026-07-29. Legrand H1 2026 results press release (CEO statement)
What would change the read. Datacenter organic growth falling below 20 percent at the nine month update on November 5, 2026, or US organic growth slipping under 15 percent, would mean the white space cycle has peaked.
2026 first half results press release. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Sales growth excluding currency effectsDatacenter strength and acquisitions. | Full year 2026 | 16% to 19% | Raised, from 10% to 15% |
| Organic growthDatacenters and energy transition offerings in North America. | Full year 2026 | 8% to 10% | Raised, from 4% to 7% |
| Growth through acquisitionsSeven acquisitions completed or announced in 2026. | Full year 2026 | about 8% | Narrowed, from 6% to 8% |
| Adjusted operating margin after acquisitionsUnchanged. | Full year 2026 | 20.5% to 21% | Reaffirmed |
Orders and backlog
- Total company. Legrand does not publish orders or backlog.
Capacity and investment coming
- 2026Acquisition program: seven deals in 2026 adding about EUR 450m annual sales, including Kratos Industries and Girtz Industries in the US
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Equipment makers
LS Electric

Operating profit more than doubled as switchgear for US data centers became the biggest engine in the company, and the margin expansion says pricing power has arrived with the volume.
| 2Q 2026 | 3Q 2026 |
|---|
| Revenue | KRW 1,577.0bn | KRW 1,877.8bn |
| Growth | +32.2% | +54.4% |
| Operating margin | 11.3% | 12.4% |
| Guidance | Not given | Not given |
| Tone | Confident | Confident |
AI and data centerAutomation and labor substitutionGrid and transmissionPower generation build
The full read
What changed. Operating profit of KRW 233.5 billion beat the FnGuide consensus of KRW 193.9 billion by about 20 percent and set a record. Power infrastructure revenue nearly doubled (+94.4 percent) and its operating profit rose 238.9 percent. North America sales hit about KRW 500 billion, up about 25 percent on the second quarter.
Read across the chain. A KRW 185.3 billion distribution order from Bloom Energy shows onsite fuel cell power for data centers is now big enough to pull its own switchgear supply chain. Hyperscalers buying UHV transformers directly from LS Electric means data center owners are reaching past utilities into the transmission layer to secure equipment. Both point to sustained medium voltage and transformer tightness in North America.
What would change the read. Fourth quarter North America sales stepping back below KRW 400 billion, or power infrastructure operating margin falling back toward the 12 percent range of the second quarter.
LS Electric third quarter 2026 results report. Confidence class: Indicative.
Looking ahead
Company guidance
No numeric guidance was found in the company's own documents for these two quarters.
Orders and backlog
- Standalone (as tabulated by Mirae Asset). Year on year growth rates per UAnalyze. Orders down 24 percent quarter on quarter; backlog up 1 percent quarter on quarter.
Capacity and investment coming
- 2030LS Electric Utah switchgear plant expansion (MCM Engineering II), roughly tripling output
- 2030Increased investment in North American production hubs in Utah and Texas
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Equipment makers
Mitsubishi Heavy Industries

Gas turbine combined cycle orders jumped half again in a quarter, and the CFO is all but telling investors the profit forecast is too low.
| Q1 FY2026 |
|---|
| Revenue | JPY 1,194.2bn |
| Growth | +15.5% |
| Operating margin | 13.4% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-06
AI and data centerDefense and rearmamentNuclear restart and new buildPower generation buildTurbine slot availability
The full read
What changed. Order intake rose 25.7 percent to JPY 2,022.4 billion and business profit rose 65.1 percent to JPY 159.6 billion, a 13.4 percent margin. MHI raised its full year order intake forecast from JPY 6,800 billion to JPY 7,000 billion and free cash flow from JPY 300 billion to JPY 600 billion, but held revenue and profit forecasts until the first half results.
Read across the chain. A JPY 930 billion GTCC quarter and a growing unit backlog at 35 GW confirm that heavy duty gas turbine slots remain the binding item in new gas generation, which keeps pricing power with the three large frame OEMs. Upstream it sustains demand for hot section castings, forgings and HRSG fabrication. Downstream it pushes developers toward aeroderivatives, reciprocating engines, steam turbine retrofits and onsite generators while they wait.
“there is a strong possibility that our full-year results will exceed the current forecast”Hiroshi Nishio, Chief Financial Officer. 2026-08-04. MHI Q1 FY2026 presentation with summary (CFO remarks)
What would change the read. A GTCC order intake figure in the first half results that leaves the JPY 2,400 billion full year forecast out of reach, or a decline in the gas turbine contract backlog below 80 units.
Consolidated Financial Results for the First Three Months of FY2026 (IFRS). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Order intakeHigher Energy Systems (to 3,550) and Aircraft, Defense and Space (to 1,750) order forecasts. | Full year FY2026 (ending March 2027) | ¥7,000bn | Raised, from ¥6,800bn |
| Free cash flowQ1 FCF of JPY 391.5 billion. | Full year FY2026 | ¥600bn | Raised, from ¥300bn |
| Business profitHeld until first half results; CFO flagged upside. | Full year FY2026 | ¥540bn | Reaffirmed |
| RevenueUnchanged. | Full year FY2026 | ¥5,400bn | Reaffirmed |
| GTCC order intakeStrong North America and Asia demand. | Full year FY2026 | ¥2,400bn | Raised, from ¥2,300bn |
Orders and backlog
- Total company. Book to bill derived from orders over revenue (Indicative). Backlog up JPY 865.3 billion from 31 March 2026.
- GTCC. Growth and book to bill derived (Indicative). Strength in North America and Asia.
Capacity and investment coming
- 2027FY2026 capex forecast
“there is a strong possibility that our full-year results will exceed the current forecast”Hiroshi Nishio, Chief Financial Officer. 2026-08-04. MHI Q1 FY2026 presentation with summary (CFO remarks)
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Equipment makers
Munters Group

The Virginia factory has started to turn the data center backlog into sales, but cash went negative because Munters is stockpiling components to keep the line running.
| Q2 2026 | Q3 2026 |
|---|
| Revenue | SEK 3.8bn | SEK 4.5bn |
| Growth | +6.0% | +18.0% |
| Operating margin | 10.0% | 8.7% |
| Guidance | Reaffirmed | Reaffirmed |
| Tone | Measured | Measured |
AI and data centerReshoring and industrial capexChip and substrate supplyTariffs and trade
The full read
What changed. Net sales rose 18 percent and DCT sales rose about 30 percent on the second quarter as factory utilization improved. Operating cash flow swung to negative SEK 216 million on DCT inventory build. Leverage rose to 3.4x. Stefan Aspman took over as CEO at this report.
Read across the chain. DCT sales rising 30 percent sequentially while margins fall says the industry's thermal capacity is being added at a cost, and that new US plants run below their efficiency for several quarters. Component shortages that remain industry wide point at compressors, fans, drives and controls suppliers as the next pinch point. For data center developers, the backlog depth means cooling delivery slots are now booked into 2028.
“The order intake is beginning to translate into higher net sales as factory utilization improves.”Stefan Aspman, President and Chief Executive Officer. 2026-10-23. Munters interim report January to September 2026
What would change the read. DCT adjusted EBITA margin failing to recover above 12 percent by the second quarter of 2027, or backlog shrinking as DCT orders fall below shipments.
Munters Group AB: Significant order growth as operational improvements progress. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Business outlook | Full year 2026 (qualitative) | Progress over the year and gradual volume and efficiency gains. | Reaffirmed |
Orders and backlog
- Total company. Organic order growth 69 percent. Book to bill derived (Indicative).
Capacity and investment coming
- 2026Expanded Virginia data center cooling facility in operation; US chiller production ramp
- 2026Daleville, Virginia data center cooling campus expansion completed and inaugurated, including local chiller production
“We maintain our business outlook, expecting improved profitability in the coming six months”Klas Forsström, President and Chief Executive Officer. 2026-07-17. Munters Q2 2026 interim report press release
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Equipment makers
nVent Electric

nVent has turned into a data center company: 47 percent organic growth, data center sales on track to double past 2 billion dollars, and a third liquid cooling plant before the second has been open a year.
| Q2 2026 |
|---|
| Revenue | $1.5bn |
| Growth | +53.0% |
| Operating margin | 20.4% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-10-30
AI and data centerGrid and transmissionTariffs and trade
The full read
What changed. Organic growth of 47 percent beat guidance and full year organic guidance jumped to 32 to 34 percent from 21 to 23 percent. Adjusted EPS guidance went to 5.00 to 5.10 dollars from 4.45 to 4.55. The company announced Blaine 2, a third Minnesota liquid cooling facility opening in the first half of 2027, and raised 2026 capex to about 130 million, up 40 percent.
Read across the chain. A plant that went from lease to output in about 100 working days, followed by a third site, says liquid cooling CDU and manifold demand is ahead of the industry's installed capacity, and that the binding constraint is factory floor space, not engineering. Suppliers of pumps, quick disconnects, cold plates and stainless fittings get a second year of step up demand. Tariffs at about 100 million a year are being passed through, which tells data center builders that rack level cooling and enclosure prices carry a tariff surcharge that is not coming out.
“new products contributed more than 30 points to sales growth”Beth Wozniak, Chair and Chief Executive Officer. 2026-07-31. nVent Q2 2026 earnings release (Exhibit 99.1 to Form 8-K)
What would change the read. Q3 organic growth landing below the 32 percent low end of guidance, or backlog falling below 2.5 billion as data center orders prove lumpy, would show the doubling is a pull forward rather than a new run rate.
nVent second quarter 2026 results (Exhibit 99.1 to Form 8-K). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Reported sales growthData center demand and new products | Full year 2026 | 37% to 39% | Raised, from 26% to 28% |
| Organic sales growthInfrastructure vertical led by data centers | Full year 2026 | 32% to 34% | Raised, from 21% to 23% |
| Adjusted EPSVolume | Full year 2026 | $5.00 to $5.10 | Raised, from $4.45 to $4.55 |
| GAAP EPSVolume | Full year 2026 | $4.29 to $4.39 | Raised, from $3.68 to $3.78 |
| Capital expendituresCapacity for data centers and power utilities; up 40 percent on 2025 | Full year 2026 | about $130m | Not given |
| Organic and reported sales growthQuarterly guide | Q3 2026 | 32% to 35% | Introduced |
Orders and backlog
- Total company. Backlog generally 12 months or less, visibility through 2026 into 2027. Orders not disclosed in the release. Not printed in the company release; stated on the earnings call or in the company's slides.
Capacity and investment coming
- 20262026 capex about 130 million, up 40 percent
- 2027Blaine 2, a third Minnesota liquid cooling manufacturing facility, similar in size to Blaine
“another manufacturing expansion for liquid cooling to meet continued data center demand”Beth Wozniak, Chair and Chief Executive Officer. 2026-07-31. nVent Q2 2026 earnings release (Exhibit 99.1 to Form 8-K)
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Equipment makers
Powell Industries

A single behind the meter data center award worth more than 400 million dollars tripled Powell's quarterly orders and turned a Houston switchgear house into an onsite power supplier.
| Q3 FY2026 |
|---|
| Revenue | $312m |
| Growth | +9.0% |
| Operating margin | Not stated |
| Guidance | Not given |
| Tone | Confident |
2026 Q3: scheduled not yet held
AI and data centerCommodity prices and volumesGrid and transmissionLNG and gas infrastructure
The full read
What changed. Orders rose 158 percent to 934 million, a book to bill of 3.0, and backlog jumped 619 million sequentially to about 2.4 billion. The largest award was the first phase of a multistage behind the meter onsite generation project for a data center, above 400 million and executed over about 2.5 years across at least five North American facilities. Commercial and other industrial became 40 percent of backlog, ahead of the core oil, gas and petrochemical book at 30 percent.
Read across the chain. Data center developers are buying the full electrical house for their own onsite power plants rather than waiting for the grid, and they are buying it from custom switchgear integrators like Powell. That moves demand onto medium voltage switchgear, power control rooms and generator integration, and adds load on breaker, relay and copper bus suppliers. A 3.0 book to bill against a footprint growing only about 20 percent means Powell's own lead times lengthen until the new lease and possible greenfield plant are running in FY2027 and later.
“Commercial momentum across our key end markets continues to accelerate”Brett Cope, Chairman and Chief Executive Officer. 2026-08-03. Powell Industries Q3 FY2026 earnings release (Exhibit 99.1 to Form 8-K)
What would change the read. Subsequent phases of the behind the meter project failing to be awarded, or the greenfield decision being deferred, would indicate the data center inflection was a single large order rather than a new demand stream.
Powell Industries announces fiscal 2026 third quarter results (Exhibit 99.1 to Form 8-K). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Gross margin | Forward, qualitative | Expected consistent with trailing twelve months | Not given |
Orders and backlog
- Total company. Backlog up 967 million year over year and 619 million sequentially. Year to date book to bill 2.2. Not printed in the company release; stated on the earnings call or in the company's slides.
Capacity and investment coming
- 2026Jacintoport fabrication yard expansion, 335,000 square feet, completion by end of fiscal 2026
- 2027Leased facility of about 300,000 square feet authorized, available late Q2 or early Q3 FY2027, with 8 million of equipment at Moseley
“The outlook for each of our core end markets are highly favorable.”Brett Cope, Chairman and Chief Executive Officer. 2026-08-03. Powell Industries Q3 FY2026 earnings release (Exhibit 99.1 to Form 8-K)
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Equipment makers
Schneider Electric

Schneider raised its target for the second time in eleven weeks and then spent $22.6 billion on PTC, betting that software will hold margin when the hardware cycle cools.
| H1 2026 results | Q3 2026 revenues |
|---|
| Revenue | EUR 11.5bn | EUR 11.5bn |
| Growth | +14.5% | +17.9% |
| Operating margin | Not stated | Not stated |
| Guidance | Raised | Raised |
| Tone | Confident | Confident |
AI and data centerElectrificationReshoring and industrial capexResidential and commercialInput cost inflation
The full read
What changed. Organic growth accelerated again to 16.9 percent, a quarterly record of EUR 11.46bn. The 2026 target was raised to 12 to 14 percent organic revenue growth and 18 to 21 percent organic adjusted EBITA growth. China and East Asia jumped 26.1 percent. The PTC deal was announced October 5.
Read across the chain. Pricing turning sequentially positive while products grow 17 percent says scarcity has reached the low voltage catalog, not just engineered systems. Suppliers of breakers, enclosures and busway components should see firmer pricing behind Schneider. Pausing buybacks for two years to fund PTC tells investors the company sees software as the margin floor for the next downturn.
“We delivered record quarterly revenues of €11.5 billion in Q3, growing 17% organically”Olivier Blum, Chief Executive Officer. 2026-10-16. Schneider Electric Third Quarter Revenues 2026 press release (CEO statement)
What would change the read. Systems organic growth dropping below 15 percent in Q4 or H2 commentary of data center demand normalizing to double digits would break the visibility into 2027 and 2028 the CEO described.
Third Quarter Revenues 2026. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Organic revenue growthRecord Q3 revenue and another record backlog. | Full year 2026 | 12% to 14% | Raised, from 10% to 13% |
| Organic adjusted EBITA growthVolume and sequential pricing. | Full year 2026 | 18% to 21% | Raised, from 14% to 19% |
| Organic adjusted EBITA margin increaseImplied margin about 19.7 to 19.9 percent. | Full year 2026 | 100 to 120 bps | Raised, from 70 to 100 bps |
Orders and backlog
- Total company. CEO cites another record backlog at quarter end; no figure published.
Capacity and investment coming
- 2027Definitive agreement to acquire PTC at $205 per share in cash (Signed, subject to approvals)
- 2027Voluntary tender offer for Shelly (Tender offer launched)
“As a result, we are today upgrading our 2026 financial target.”Olivier Blum, Chief Executive Officer. 2026-10-16. Schneider Electric Third Quarter Revenues 2026 press release (CEO statement)
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Equipment makers
Siemens Energy

Gas turbines booked two and a half times what shipped, so the bottleneck is now factory floor space, not demand.
| Q3 FY2026 |
|---|
| Revenue | EUR 11.4bn |
| Growth | Not stated |
| Operating margin | 14.2% |
| Guidance | Reaffirmed |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-11
AI and data centerEnergy transitionGrid and transmissionPower generation buildTransformer lead timeTurbine slot availability
The full read
What changed. Profit before Special items more than tripled to EUR 1,623m from EUR 497m and the group margin reached 14.2 percent against a full year range of 10 to 12 percent. Siemens Gamesa posted its first positive quarterly result since fiscal 2022. Orders hit a record EUR 17.9bn with a 1.57 book to bill, and backlog reached EUR 162bn.
Read across the chain. Orders at 2.65 times Gas Services revenue and a 69 GW turbine backlog against roughly 15 GW of annual shipments mean slot scarcity persists into 2028 or later. Upstream, casting, forging and blade suppliers see multi year volume visibility. Downstream, data center and utility developers who lack reserved slots face three year plus waits, which pushes some toward reciprocating engines, aeroderivatives and fuel cells.
“This supports our positive view on 2027.”Christian Bruch, President and Chief Executive Officer. 2026-08-05. Siemens Energy Q3 FY2026 earnings call, as reported by Utility Dive
What would change the read. Gas Services book to bill falling below 1.5 for two consecutive quarters, or the gas turbine backlog in GW declining from 69 GW, would show bookings catching up with capacity.
Earnings Release Q3 FY 2026. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Comparable revenue growthConfirmed after the April 23, 2026 raise from 11 to 13 percent. | Full year FY2026 (to September 30, 2026) | 14% to 16% | Reaffirmed |
| Profit margin before Special itemsNow expected towards the upper end of the range. | Full year FY2026 | 10% to 12% | Reaffirmed |
| Net incomeStated as around EUR 4bn, excluding future legal and regulatory charges. | Full year FY2026 | €4bn | Reaffirmed |
| Free cash flow pre taxStated as around EUR 8bn. | Full year FY2026 | €8bn | Reaffirmed |
Orders and backlog
- Total company. Record orders and all time high backlog. Orders rounded by the company to EUR 17.9bn.
- Gas turbines, capacity terms. 6 GW shipped in the quarter. Figures reported from the call by Utility Dive, not in the release.
Capacity and investment coming
- 2027Large gas turbine capacity of about 35 units plus about 15 more in 2027
- 2028Medium gas turbine output from about 80 units today to about 100 units by 2028, after about 30 units added since 2025
- 2030Transformer and gas insulated switchgear capacity expansion of about 50 percent by 2030
“This supports our positive view on 2027.”Christian Bruch, President and Chief Executive Officer. 2026-08-05. Siemens Energy Q3 FY2026 earnings call, as reported by Utility Dive
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Equipment makers
Tokyo Electron

Tokyo Electron raised its view of the equipment market again and admitted it cannot yet build enough tools for the market AI is heading toward.
| Q1 FY2027 |
|---|
| Revenue | JPY 732.4bn |
| Growth | +33.3% |
| Operating margin | 28.9% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-10-30
AI and data centerAftermarket and servicesSemiconductor fab buildChip and substrate supplyTariffs and trade
The full read
What changed. Net sales and gross profit set records. The company raised its first half forecast (net sales JPY 1,620 billion from JPY 1,570 billion; operating income JPY 458 billion from JPY 431 billion) and lifted its WFE outlook to USD 150 billion or more in CY2026 and USD 190 billion or more in CY2027, both from its April view.
Read across the chain. An equipment maker saying it cannot yet serve a USD 300 billion market, and tripling etch capacity in Miyagi, means front end tool supply joins power and cleanroom construction as a gate on fab ramps. Upstream it pulls on precision parts, vacuum and RF subsystems. Downstream memory makers adding HBM and 3D NAND capacity face longer tool queues and price increases that TEL now says customers accept.
“sales to AI data center are expected to grow by five times or more”Toshiki Kawai, Representative Director, President and Chief Executive Officer. 2026-07-30. Tokyo Electron FY2027 Q1 earnings call transcript
What would change the read. A full year forecast at the second quarter results that implies second half sales below the first half, or a WFE outlook cut back below USD 150 billion for CY2026.
Summary of Consolidated Financial Results for the First Quarter of the Fiscal Year Ending March 31, 2027 (Japanese GAAP). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Net salesRobust leading edge investment and AI server related pull ins. | First half FY2027 (April to September 2026) | ¥1,620bn | Raised, from ¥1,570bn |
| Operating incomeHigher sales and gross margin (46.2 percent from 45.5 percent). | First half FY2027 | ¥458bn | Raised, from ¥431bn |
| Net income attributable to ownersFlow through of higher operating income. | First half FY2027 | ¥349bn | Raised, from ¥328bn |
| WFE marketUpdated from the April projection on AI driven investment. | Calendar 2026 | at least $150bn | Raised |
Capacity and investment coming
- 2027Miyagi Innovative Production Center
- 2027FY2027 capex plan
“sales to AI data center are expected to grow by five times or more”Toshiki Kawai, Representative Director, President and Chief Executive Officer. 2026-07-30. Tokyo Electron FY2027 Q1 earnings call transcript
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Equipment makers
Trane Technologies

Trane's backlog is growing far faster than it can ship, and the data center chiller book now reaches into 2027 and beyond.
| Q2 2026 |
|---|
| Revenue | $6.4bn |
| Growth | +11.0% |
| Operating margin | 19.3% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-10-29
AI and data centerCommodity prices and volumesResidential and commercialInput cost inflation
The full read
What changed. Bookings jumped 39 percent to 7.8 billion dollars for a book to bill of 123 percent, pushing backlog to a record 12.1 billion dollars, up 70 percent and up from 10.7 billion at the end of Q1. Americas Commercial HVAC bookings rose 50 percent with applied equipment bookings up 130 percent and backlog up 90 percent. Management raised organic revenue growth guidance to about 9 percent from about 7 percent, and residential swung from a flat outlook to mid single digit growth. Margins compressed, with adjusted operating margin down 60 basis points as price lagged inflation.
Read across the chain. Upstream, a 130 percent jump in applied equipment bookings with capacity already up about four times is sustained demand for compressors, heat exchangers, fans, motors and drives, and for sheet metal and copper tube. Downstream, hyperscalers moving toward air cooled closed loop chillers plus CDUs favors integrated thermal vendors over component suppliers, which bears directly on Vertiv and Johnson Controls in the same chiller and CDU bids.
“exceptional bookings strength, and a record backlog of $12.1 billion”Dave Regnery, Chair and Chief Executive Officer. 2026-07-30. Trane Technologies Q2 2026 earnings release (8-K exhibit 99.1)
What would change the read. If third quarter book to bill (due 29 October 2026) drops below 100 percent, or the 2027 and beyond portion of backlog shrinks from about 6 billion dollars, the data center ordering wave is being digested rather than extended. Continued margin compression into Q4 would show price is not catching inflation.
Trane Technologies Reports Strong Second Quarter Results; Raises Full-Year Revenue and EPS Guidance (exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Organic revenue growthBookings strength and residential improvement. | Full year 2026 | about 9% | Raised, from about 7% |
| Reported revenue growthOrganic growth plus acquisitions. | Full year 2026 | about 11.5% | Raised, from about 9.5% |
| Adjusted continuing EPSHigher volume. | Full year 2026 | $15.20 to $15.30 | Raised, from $14.75 to $14.95 |
| GAAP continuing EPSIncludes 0.20 dollars of non GAAP adjustments. | Full year 2026 | $15.00 to $15.10 | Raised, from $14.75 to $14.95 |
| Organic revenue growthBacklog conversion. | Third quarter 2026 | about 10% | Introduced |
Orders and backlog
- Total company. Organic bookings up 37 percent. Backlog up from 10.7 billion at the end of Q1 2026. About 90 percent commercial HVAC; about 6 billion for 2027 and beyond.
Capacity and investment coming
- 2026Applied systems capacity expanded about four times over three years; 2026 capex 2 to 3 percent of revenue
- 2026Acquisitions in first half 2026 including Stellar, about 500 million dollars of 2026 revenue
“We're not turning away orders”Dave Regnery, Chair and Chief Executive Officer. 2026-07-30. Trane Technologies Q2 2026 earnings call transcript (Earnings Whispers)
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Equipment makers
Vertiv Holdings

The Q2 congestion cleared and orders more than doubled, so Vertiv is now buying the power layer upstream of its own racks.
| Q2 2026 | Q3 2026 |
|---|
| Revenue | $3.3bn | $4.3bn |
| Growth | +24.1% | +61.2% |
| Operating margin | 19.5% | 22.8% |
| Guidance | Raised | Raised |
| Tone | Defensive | Confident |
AI and data centerPower generation buildPower availability
The full read
What changed. Organic sales growth jumped to 55.0 percent from 17.8 percent in Q2, well above the 34 to 36 percent guided, confirming the second quarter slip was timing. Organic orders grew more than 100 percent year over year. Full year net sales guidance rose 650 million dollars at the midpoint to 14,650 million. The day before the call Vertiv closed the 1.45 billion dollar UtilityInnovation Group acquisition, moving it into microgrid controls, onsite generation and behind the meter power.
Read across the chain. Upstream, a buyer of power and cooling that doubles orders while adding onsite generation and microgrid switchgear through UIG becomes a direct competitor for, and a large customer of, reciprocating engines, gas turbines, batteries and switchgear, bearing on Caterpillar, Cummins and Generac. Downstream, data center developers who cannot wait for grid interconnection now have a single vendor offering power from grid interconnect to chip, which signals the power constraint is now a purchasing criterion.
“We are in the middle of the largest infrastructure buildout and it's accelerating”Giordano Albertazzi, Chief Executive Officer. 2026-10-28. Vertiv Q3 2026 earnings release (8-K exhibit 99.1)
What would change the read. If Vertiv publishes a backlog figure that is flat or falling from the 15.0 billion dollars at year end 2025 despite more than 100 percent orders growth, the orders figure is a weak comparison artifact. A fourth quarter organic print below 49 percent would show capacity, not demand, is binding again.
Vertiv Reports Strong Third Quarter 2026 with Net Sales Growth of 61% (exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Net salesThird quarter outperformance and data center demand; midpoint up 650 million dollars. | Full year 2026 | $14.4bn to $14.8bn | Raised, from $13.8bn to $14.2bn |
| Organic net sales growthThird quarter outperformance. | Full year 2026 | 37% to 39% | Raised, from 30% to 32% |
| Adjusted diluted EPSVolume and margin. | Full year 2026 | $7.10 to $7.20 | Raised, from $6.65 to $6.75 |
| Adjusted operating marginMargin expansion. | Full year 2026 | 23.5% to 24.5% | Raised, from 23.3% to 24.3% |
| Adjusted free cash flowHigher profit. | Full year 2026 | $2.6bn to $2.8bn | Raised, from $2.4bn to $2.6bn |
| Organic net sales growthQuarterly guide. | Fourth quarter 2026 | 49% to 51% | Introduced |
Orders and backlog
- Total company. Release states organic orders growth of more than 100 percent year over year and gives no backlog or book to bill. Slides were posted to the IR site but could not be retrieved; Vertiv's IR pages load content dynamically.
Capacity and investment coming
- 2026Acquisition of UtilityInnovation Group: microgrid controls, onsite generation and storage orchestration, microgrid switchgear, behind the meter power
- 2026Acquisition of King Environmental Services, liquid cooling fluid management, commissioning and load testing
- 2026Capex held at about 4.0 percent of 2026 revenue for capacity expansion
- 2027Capex guided to the high end of the range, about 4 percent of 2026 sales, funding global capacity for 2027
“Pipeline is actually accelerating, corroborating the long-term growth trajectory of our business.”Giordano Albertazzi, Chief Executive Officer. 2026-07-29. Vertiv Q2 2026 earnings call transcript (Earnings Whispers)
Advanced Analytics view for equipment makers. Revenue keeps climbing through 2027 at the pace factories allow, and pricing stays firm while backlogs run ahead of shipments. What would change it: Book to bill below 1.0 at two or more of the large makers, or cancellations above 5 percent of backlog.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Systems and automation
Arista Networks

Arista beat its own guide by more than USD 200 million and is carrying nearly USD 7 billion of deferred revenue, so AI network orders are running well ahead of what it can recognize.
| Q2 2026 |
|---|
| Revenue | $3.0bn |
| Growth | +37.7% |
| Operating margin | 45.4% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-03
AI and data centerResidential and commercialChip and substrate supplyTariffs and trade
The full read
What changed. Arista delivered its first USD 3 billion quarter against a guide of about USD 2.8bn, and guided Q3 to about USD 3.3bn. Deferred revenue rose to USD 6.87bn from USD 6.20bn in March. Gross margin slipped to 62.9 percent from 65.2 percent a year ago.
Read across the chain. Rising deferred revenue means hyperscalers have taken delivery of switches that are not yet accepted in production AI clusters, so Arista's revenue lags the physical buildout. Upstream, it pulls Broadcom switch silicon and the optics makers (Coherent, Lumentum). Downstream, power saving optics matter because data center power, not switch count, is the cap on cluster size.
“As we deliver our first $3 billion quarter in Q2 2026”Jayshree Ullal, Chairperson and Chief Executive Officer. 2026-08-04. Arista Networks Q2 2026 earnings release
What would change the read. A fall in total deferred revenue in Q3, or Q3 revenue below the USD 3.3bn guide, would show AI acceptance catching up and order intake slowing.
Arista Networks, Inc. Reports Second Quarter 2026 Financial Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| RevenueStated as approximately USD 3.3bn. | Q3 2026 | $3.3bn | Introduced |
| Non-GAAP operating marginNext quarter guide. | Q3 2026 | 48% to 49% | Introduced |
| Non-GAAP diluted EPSNext quarter guide. | Q3 2026 | $1.06 to $1.08 | Introduced |
Orders and backlog
- Total company deferred revenue. Arista does not report orders or backlog. Figure shown is total deferred revenue (current USD 5,100.7m plus non-current USD 1,765.2m), up from USD 6,198.7m at 31 March 2026. It is a proxy, not a backlog.
Capacity and investment coming
- 2026Inventory build to USD 2,535m from USD 2,380m in March
“Customers see networking as the central nervous system for infrastructure”Jayshree Ullal, Chairperson and Chief Executive Officer. 2026-08-04. Arista Networks Q2 2026 earnings release
Advanced Analytics view for systems and automation. Two speeds into 2027. AI server makers grow fast, and factory automation recovers slowly. What would change it: Rockwell or Emerson orders running clearly ahead of sales, which would mean the factory side is catching up.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Systems and automation
Coherent

Coherent spent fourteen times its operating cash flow on capex in fiscal 2026 to build optical capacity for AI data centers.
| Q4 FY2026 |
|---|
| Revenue | $2.0bn |
| Growth | +33.8% |
| Operating margin | 12.4% |
| Guidance | Introduced |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-04
AI and data centerCommodity prices and volumesReshoring and industrial capexChip and substrate supplyTariffs and trade
The full read
What changed. Datacenter and Communications revenue grew 59 percent to USD 1,615m and now makes up 79 percent of sales, while Industrial shrank. Q1 FY2027 is guided to USD 2.2 to 2.4bn. Capex for the year reached USD 1.1bn against USD 79.5m of operating cash flow.
Read across the chain. Optical transceivers and the indium phosphide lasers inside them sit between GPU supply and data center deployment. A supplier spending well above its cash generation to quadruple InP wafer capacity signals that laser chips, not modules, are the pinch point in AI networking, and it pulls demand for compound semiconductor substrates, MOCVD tools and Texas fab construction.
“We enter fiscal 2027 with exceptional customer demand, expanding production capacity”Jim Anderson, Chief Executive Officer. 2026-08-12. Coherent Q4 FY2026 earnings release
What would change the read. Q1 FY2027 revenue below USD 2.2bn or a capex cut in the FY2027 outlook would show optical demand is not absorbing the new capacity.
Coherent Corp. Reports Fourth Quarter and Full Year Fiscal 2026 Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| RevenueExceptional customer demand and expanding production capacity. | Q1 FY2027 (September 2026 quarter) | $2.2bn to $2.4bn | Introduced |
| Non-GAAP gross marginNext quarter guide. | Q1 FY2027 | 39.5% to 41.5% | Introduced |
| Non-GAAP EPSNext quarter guide. | Q1 FY2027 | $1.85 to $2.05 | Introduced |
Orders and backlog
- Total company. Orders and backlog not disclosed in the release.
Capacity and investment coming
- 2026FY2026 additions to property, plant and equipment
“We enter fiscal 2027 with exceptional customer demand, expanding production capacity”Jim Anderson, Chief Executive Officer. 2026-08-12. Coherent Q4 FY2026 earnings release
Advanced Analytics view for systems and automation. Two speeds into 2027. AI server makers grow fast, and factory automation recovers slowly. What would change it: Rockwell or Emerson orders running clearly ahead of sales, which would mean the factory side is catching up.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Systems and automation
Dell Technologies

Dell's AI backlog nearly doubled in a quarter to $95 billion, while the old server fleet is now growing faster than AI.
| Q1 FY2027 | Q2 FY2027 |
|---|
| Revenue | $43.8bn | $47.0bn |
| Growth | +87.5% | +57.7% |
| Operating margin | 8.3% | 11.5% |
| Guidance | Raised | Raised |
| Tone | Confident | Confident |
AI and data centerResidential and commercialChip and substrate supply
The full read
What changed. AI orders hit a record $60.9 billion and AI backlog a record $95 billion. Traditional servers and networking grew 122 percent, faster than AI servers at 100 percent, and ISG operating margin jumped to 15.0 percent from 8.8 percent. Fiscal 2027 revenue guidance rose $25 billion to $192 billion, and AI server revenue to $74 billion from $60 billion.
Read across the chain. Traditional servers growing 122 percent with demand above supply means enterprise data centers are refreshing CPU fleets to make room and power for AI, not just adding GPU racks. That widens memory and CPU demand beyond hyperscalers and supports pricing at Micron. A $95 billion AI backlog also gives a forward volume signal for liquid cooling and power distribution at Vertiv and Eaton.
“IT environments have shifted from cost centers to value drivers”Jeff Clarke, Vice Chairman and Chief Operating Officer. 2026-09-01. Dell Technologies Q2 FY2027 earnings release (Exhibit 99.1 to Form 8-K)
What would change the read. If Q3 AI server revenue falls short of about $19 billion while AI backlog keeps rising, conversion is supply bound, which Dell has said. If backlog itself falls, the orders were pulled forward.
Dell Technologies Q2 FY2027 financial results (Exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| RevenueAI orders and traditional server demand; new figure stated as midpoint | Full year fiscal 2027 | $192bn | Raised, from $165bn to $169bn |
| AI optimized server revenueRecord AI orders and backlog | Full year fiscal 2027 | $74bn | Raised, from $60bn |
| Non GAAP diluted EPSVolume and ISG margin | Full year fiscal 2027 | $25.50 | Raised, from $17.90 |
| RevenueQuarterly guide | Q3 fiscal 2027 | $49bn | Introduced |
| Non GAAP diluted EPSQuarterly guide | Q3 fiscal 2027 | $6.50 | Introduced |
Orders and backlog
- AI servers. Book to bill is Indicative, derived from $60.9 billion of orders against $16.4 billion of AI server revenue. Backlog rose from $51.3 billion at the end of Q1 FY2027. Pipeline grew sequentially and remains a multiple of backlog.
“With AI momentum accelerating and our opportunity expanding across the portfolio”David Kennedy, Chief Financial Officer. 2026-09-01. Dell Technologies Q2 FY2027 earnings release (Exhibit 99.1 to Form 8-K)
Advanced Analytics view for systems and automation. Two speeds into 2027. AI server makers grow fast, and factory automation recovers slowly. What would change it: Rockwell or Emerson orders running clearly ahead of sales, which would mean the factory side is catching up.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Systems and automation
Emerson Electric

Emerson's growth now rides on power, semiconductors and LNG projects while its core process MRO base stays a mid single digit business.
| Q3 FY2026 |
|---|
| Revenue | $4.9bn |
| Growth | +7.0% |
| Operating margin | 28.5% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-04
AI and data centerAftermarket and servicesLNG and gas infrastructurePower generation buildSemiconductor fab buildTariffs and trade
The full read
What changed. Emerson beat its own adjusted EPS range ($1.71 against prior guidance), lifted underlying sales growth for fiscal 2026 from about 3 percent to about 3.5 percent and pulled adjusted EPS to the top of its prior range at about $6.55. Growth verticals rose 27 percent, with semiconductors up 53 percent and power up 37 percent.
Read across the chain. A $3 billion power funnel growing $450 million a quarter, with management saying new capacity projects are emerging beyond fleet modernization, places Emerson's control systems behind the gas turbine order books at GE Vernova, Siemens Energy and Mitsubishi Heavy. The 70 percent jump in semiconductor test orders reads as a lagging indicator of fab tool spend.
“sales, margin expansion, earnings and cash flow all exceeding expectations”Lal Karsanbhai, President and Chief Executive Officer. 2026-08-04. Emerson Q3 2026 earnings release (Exhibit 99.1 to Form 8-K)
What would change the read. Power funnel conversion: if Ovation orders fall back below double digit growth in fiscal Q4 or Q1 FY2027, or the power funnel stops rising sequentially, the claim that new build generation is reaching the control layer is wrong.
Emerson Reports Third Quarter 2026 Results; Raises 2026 Outlook (Exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Underlying sales growthStronger Q3 and healthy demand | Full year fiscal 2026 | 3.5% | Raised, from 3% |
| Net sales growthQ3 outperformance plus about 1.5 points of favorable currency | Full year fiscal 2026 | 5% | Raised, from 4.5% |
| Adjusted EPSQ3 beat; includes about $0.11 tariff refund benefit | Full year fiscal 2026 | $6.55 | Raised low end, from $6.45 to $6.55 |
| GAAP EPSQ3 beat | Full year fiscal 2026 | $4.89 | Raised low end, from $4.79 to $4.89 |
| Free cash flowQ3 cash flow, including tariff refunds and tax payment timing | Full year fiscal 2026 | $3.6bn | Raised low end, from $3.5bn to $3.6bn |
| Adjusted EPSQuarterly guide | Q4 fiscal 2026 | $1.85 | Introduced |
Orders and backlog
- Total company, underlying, excluding AspenTech. Project funnel $12.4 billion; about $400 million won in the quarter, 80 percent from growth verticals. Not printed in the company release; stated on the earnings call or in the company's slides.
“End market demand is robust, supported by secular trends in our growth verticals”Lal Karsanbhai, President and Chief Executive Officer. 2026-08-04. Emerson Q3 fiscal 2026 earnings call, as reported in Nasdaq call highlights
Advanced Analytics view for systems and automation. Two speeds into 2027. AI server makers grow fast, and factory automation recovers slowly. What would change it: Rockwell or Emerson orders running clearly ahead of sales, which would mean the factory side is catching up.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Systems and automation
Honeywell International

Data center orders more than doubled, and Honeywell is now selling into cooling and power, not just the building around them.
| Q2 2026 | Q3 2026 |
|---|
| Revenue | $5.2bn | $5.0bn |
| Growth | +3.0% | +1.0% |
| Operating margin | 12.8% | 14.8% |
| Guidance | Raised | Raised |
| Tone | Confident | Confident |
AI and data centerAftermarket and servicesGrid and transmissionLNG and gas infrastructureInput cost inflation
The full read
What changed. In its first standalone quarter, Honeywell grew organic sales 7 percent, above the high end of its own targets, expanded segment margin 370 basis points and raised full year organic growth to 4 to 5 percent and adjusted EPS to $8.40 to $8.45. Management guided Q4 orders to high single digit growth, excluding last year's large LNG awards.
Read across the chain. Data center orders more than doubling, with Honeywell now naming liquid cooling and power infrastructure, means the automation and sensing layer of the data center is being bought alongside the electrical and thermal gear. That supports orders at Vertiv and Trane. The meter deferrals point the other way for utility capex execution at the distribution edge.
“Orders in data center vertical were up over 100%.”Vimal Kapur, Chairman and Chief Executive Officer. 2026-10-22. Honeywell Q3 2026 earnings call transcript (Bullfincher)
What would change the read. Q4 orders: if they come in below high single digit growth, excluding last year's LNG awards, the data center and LNG momentum was lumpier than management argued under questioning.
Honeywell Technologies Reports Third Quarter Results, Raises Full-Year 2026 Outlook (Exhibit 99). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Organic growthQ3 outperformance | Full year 2026 | 4% to 5% | Raised, from 3% to 4% |
| SalesQ3 outperformance | Full year 2026 | $20bn to $20.1bn | Raised, from $19.8bn to $20bn |
| Segment marginNarrowed to the top of the prior range; Q4 at the low end on project mix and Catalyst Technologies dilution | Full year 2026 | 20.5% | Narrowed, from 20.1% to 20.5% |
| Adjusted EPSQ3 outperformance | Full year 2026 | $8.40 to $8.45 | Raised, from $8.05 to $8.35 |
| Free cash flowQ3 cash conversion | Full year 2026 | $2.1bn | Raised, from $2bn |
| Organic growthQuarterly guide | Q4 2026 | 5% to 6% | Introduced |
| Orders growthOctober trends on or above expectations | Q4 2026, excluding prior year large LNG awards | High single digit | Introduced |
Orders and backlog
- Total company, excluding WWS and PSS divestitures. Backlog nearly $19 billion. The release does not report total orders growth. Data center vertical orders up more than 100 percent per the call.
Capacity and investment coming
- 2026Acquisition of Johnson Matthey Catalyst Technologies, closed 17 July 2026
“LNG remains strong in the US and internationally,”Vimal Kapur, Chairman and Chief Executive Officer. 2026-10-22. Honeywell Q3 2026 earnings call transcript (Bullfincher)
Advanced Analytics view for systems and automation. Two speeds into 2027. AI server makers grow fast, and factory automation recovers slowly. What would change it: Rockwell or Emerson orders running clearly ahead of sales, which would mean the factory side is catching up.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Systems and automation
Rockwell Automation

Data center demand now competes with Rockwell for memory chips: the AI boom both lifts its sales and raises its costs.
| Q3 FY2026 |
|---|
| Revenue | $2.3bn |
| Growth | +8.0% |
| Operating margin | 22.3% |
| Guidance | Raised |
| Tone | Measured |
2026 Q3: scheduled not yet held, 2026-11-05
AI and data centerAutomation and labor substitutionReshoring and industrial capexChip and substrate supplyTariffs and trade
The full read
What changed. Organic growth reached 10 percent, Software and Control grew 18 percent organically on double digit Logix growth, and fiscal 2026 organic growth guidance rose 150 basis points to 7.5 to 9.5 percent. Price cost turned negative in the quarter, however, as memory inflation driven by data center demand spread to other inputs, and management guided Q4 enterprise margin flat sequentially.
Read across the chain. The data center buildout is drawing on the same memory supply that industrial controllers use, so hyperscaler demand for DRAM shows up as cost inflation at Rockwell and margin pressure on Logix in 2027. That is a direct link to Micron's pricing power. On the demand side, Rockwell's data center exposure sits in power distribution and central utility plant controls, alongside Eaton, Schneider and Vertiv.
“Our strong third-quarter performance reflects healthy customer demand, an accelerated pace of innovation”Blake Moret, Chairman and Chief Executive Officer. 2026-08-04. Rockwell Automation Q3 fiscal 2026 earnings release (Exhibit 99 to Form 8-K)
What would change the read. Software and Control margin in fiscal Q4 and in the FY27 guide: if it holds in the mid 30s rather than falling toward 33 percent and lower in 2027, the memory inflation was smaller or more pass through than management said.
Rockwell Automation Reports Third Quarter 2026 Results (Exhibit 99). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Organic sales growthQ3 outperformance; data center, warehouse automation and discrete strength | Full year fiscal 2026 | 7.5% to 9.5% | Raised, from 5% to 9% |
| Adjusted EPSVolume and mix | Full year fiscal 2026 | $13.00 to $13.30 | Raised, from $12.50 to $13.10 |
| Diluted EPSVolume and mix | Full year fiscal 2026 | $12.72 to $13.02 | Raised, from $11.88 to $12.48 |
| Enterprise operating marginVolume upside offset by inflation and mix | Full year fiscal 2026 | 21.5% | Reaffirmed |
| Free cash flow conversionUnchanged | Full year fiscal 2026 | 100% | Reaffirmed |
Orders and backlog
- Total company. CFO said Q3 book to bill was inside the normal corridor, consistent with sales. The figure was not disclosed.
- Lifecycle Services. Below 1.0, consistent with delayed large projects. Not printed in the company release; stated on the earnings call.
“Data center makes its own weather, so to speak,”Blake Moret, Chairman and Chief Executive Officer. 2026-08-04. Rockwell Automation Q3 fiscal 2026 earnings call transcript (Benzinga via Webull, automated)
Advanced Analytics view for systems and automation. Two speeds into 2027. AI server makers grow fast, and factory automation recovers slowly. What would change it: Rockwell or Emerson orders running clearly ahead of sales, which would mean the factory side is catching up.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Systems and automation
Siemens

Smart Infrastructure orders jumped 42 percent on data centers, and that unit now earns more than the factory automation business Siemens was built around.
| Q3 FY2026 |
|---|
| Revenue | EUR 20.8bn |
| Growth | Not stated |
| Operating margin | 17.3% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-12
AI and data centerAutomation and labor substitutionElectrification
The full read
What changed. Record orders of EUR 27.9bn (up 14 percent comparable, book to bill 1.34) and a record EUR 132bn backlog. Industrial Business margin rose to 17.3 percent from 14.9 percent. EPS pre PPA guidance raised to EUR 11.20 to 11.50 from EUR 10.70 to 11.10. Healthineers spin off cleared by binding tax rulings.
Read across the chain. Smart Infrastructure booking EUR 8.0bn against EUR 6.4bn of revenue with improved utilization says Siemens medium and low voltage plants are full and capacity is the next step. Upstream, breaker, switchgear and busway component suppliers in the US and Europe see firm volume. Downstream, the EUR 6bn of nine month data center orders competes for the same electrical rooms as Schneider, ABB and Eaton.
“We delivered another very successful quarter with record orders and profit.”Roland Busch, President and Chief Executive Officer. 2026-08-06. Siemens Q3 FY2026 earnings release (CEO statement)
What would change the read. Smart Infrastructure book to bill falling back near 1.0 in Q4 FY2026, or data center orders declining year on year, would show the 42 percent was lumpy large orders rather than a trend.
Siemens Q3 FY2026 earnings release. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| EPS pre PPARecord orders and profit in Q3, data center demand in Smart Infrastructure, software growth in Digital Industries. | Full year FY2026 (to September 30, 2026) | €11.20 to €11.50 | Raised, from €10.70 to €11.10 |
| Other group level expectations (comparable revenue growth, book to bill, segment margins) | Full year FY2026 | Confirmed in the release, but the figures are not restated there and the original outlook document was not reached. | Reaffirmed |
Orders and backlog
- Total company. Record orders (prior year EUR 24.7bn) and record backlog. Growth comparable basis.
- Data center orders, nine months FY2026. Around EUR 6bn, mainly Smart Infrastructure.
“we once again aim to achieve a double-digit free-cash-flow return on revenue.”Veronika Bienert, Chief Financial Officer. 2026-08-06. Siemens Q3 FY2026 earnings release (CFO statement)
Advanced Analytics view for systems and automation. Two speeds into 2027. AI server makers grow fast, and factory automation recovers slowly. What would change it: Rockwell or Emerson orders running clearly ahead of sales, which would mean the factory side is catching up.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Systems and automation
Super Micro Computer

Supermicro's margin nearly doubled in one quarter while it booked over $60 billion of orders, so the question is now whether it can fund the working capital.
| Q4 FY2026 |
|---|
| Revenue | $11.1bn |
| Growth | +93.2% |
| Operating margin | 13.4% |
| Guidance | Introduced |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-03
AI and data centerChip and substrate supplyTariffs and trade
The full read
What changed. Gross margin jumped to 17.5 percent from 9.9 percent in the March quarter, against original guidance of 8.2 to 8.4 percent, on customer and product mix. The company booked more than $60 billion of new orders in the quarter, took backlog to record levels and guided fiscal 2027 net sales to $65 to $72 billion, against $39.1 billion for fiscal 2026.
Read across the chain. More than $60 billion of server orders in a quarter puts a firm volume figure on rack level GPU demand reaching assemblers. It pulls through accelerators from Nvidia and AMD, HBM and DRAM from Micron, and power and liquid cooling from Vertiv and others. The $12.9 billion inventory build shows Supermicro is buying components ahead of shipment, which is where Rockwell's memory inflation comes from.
“Our Total AI/IT Solutions strategy continues to deliver strong results”Charles Liang, President and Chief Executive Officer. 2026-08-11. Supermicro Q4 and fiscal year 2026 results release (Exhibit 99.1 to Form 8-K)
What would change the read. Q1 FY2027 gross margin: the 20 October preliminary range of 12.0 to 12.5 percent shows Q4's 17.5 percent was mix specific. If fiscal 2027 margins fall back toward 10 percent while operating cash flow stays negative, the order book is buying volume, not profit.
Supermicro Q4 and fiscal year 2026 financial results (Exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Net salesRecord backlog | Q1 fiscal 2027 (quarter ending 30 September 2026) | $14.5bn to $15.5bn | Introduced |
| Non GAAP diluted EPSQuarterly guide | Q1 fiscal 2027 | $1.01 to $1.10 | Introduced |
| GAAP diluted EPSQuarterly guide | Q1 fiscal 2027 | $0.89 to $0.98 | Introduced |
| Gross marginAs cited in the 20 October 2026 business update | Q1 fiscal 2027 | 10.4% to 10.8% | Introduced |
| Net salesOver $60 billion of Q4 orders and record backlog | Full year fiscal 2027 | $65bn to $72bn | Introduced |
Orders and backlog
- Total company, Q4 FY2026. Over $60 billion of new orders in the quarter; backlog at record levels with no dollar figure. The company cautions that some orders may not be firm commitments. Book to bill is Indicative at above 5 (more than $60 billion of orders against $11.1 billion of sales) and is not company stated.
“improving profitability through a richer enterprise customer mix”Charles Liang, President and Chief Executive Officer. 2026-08-11. Supermicro Q4 and fiscal year 2026 results release (Exhibit 99.1 to Form 8-K)
Advanced Analytics view for systems and automation. Two speeds into 2027. AI server makers grow fast, and factory automation recovers slowly. What would change it: Rockwell or Emerson orders running clearly ahead of sales, which would mean the factory side is catching up.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Chips and compute
Advanced Micro Devices

AMD's server CPU business, not its GPUs, is the part running out of supply first, and Helios has not even ramped yet.
| Q2 2026 |
|---|
| Revenue | $11.5bn |
| Growth | +50.0% |
| Operating margin | 17.0% |
| Guidance | Introduced |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-03
AI and data centerResidential and commercialChip and substrate supplyHBM supply
The full read
What changed. Data Center more than doubled to 58 percent of revenue from 42 percent a year earlier. Management raised its long term ambitions: 2027 Data Center revenue growth well over 100 percent, server growth over 70 percent, and EPS significantly above the 20 dollar target. Helios rack shipments begin in Q3 with the ramp through Q4 and into 2027. Anthropic committed to up to 2 gigawatts of MI450 series GPUs.
Read across the chain. Agentic AI is lifting general purpose server CPU demand faster than the supply chain forecast, which pulls TSMC 2nm wafers, back end assembly and substrate capacity toward AMD alongside the GPU build. Helios rack shipments make AMD a rack scale buyer of HBM, networking and power and cooling content, so gigawatt deals with Anthropic, OpenAI and Meta translate into data hall power demand starting in 2027.
“I would say the server CPU supply chain is tight right now”Lisa Su, Chair and Chief Executive Officer. 2026-08-04. AMD Q2 2026 earnings call transcript (third party copy, Platform Aeronaut)
What would change the read. If Q3 Data Center revenue grows less than the roughly 13 percent sequential company guide, or server CPU supply commentary does not loosen by early 2027, the second half acceleration story is supply limited rather than demand led.
AMD Reports Second Quarter 2026 Financial Results (Form 8-K exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| RevenueAbout 13 billion dollars plus or minus 300 million; second half Data Center acceleration. | Q3 2026 | $12.7bn to $13.3bn | Introduced |
| Gross margin (non-GAAP)Mix of server CPU and Instinct. | Q3 2026 | about 56% | Introduced |
| Operating expenses (non-GAAP)Stated on the call. | Q3 2026 | about $3.6bn | Introduced |
| Data Center revenue growthHelios and MI450 ramp plus server CPU growth over 70 percent. | Full year 2027 | Well over 100% | Introduced |
Orders and backlog
- Total company. AMD does not report orders or backlog. Gigawatt scale commitments from Anthropic (up to 2 gigawatts), OpenAI and Meta stated.
Capacity and investment coming
- 2027Adding server CPU capacity across wafers, back end, packaging and substrates
- 2027Anthropic to deploy up to 2 gigawatts of MI450 series GPUs in Helios racks, first gigawatt from first half 2027
“We expect Data Center sales to accelerate in the second half of 2026”Jean Hu, Executive Vice President, Chief Financial Officer and Treasurer. 2026-08-04. AMD Q2 2026 earnings release (8-K exhibit 99.1)
Advanced Analytics view for chips and compute. 2027 is capped by supply, not demand, and memory cost is the margin risk. What would change it: A sequential revenue decline guided by TSMC or Nvidia, or memory prices falling for two quarters in a row.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Chips and compute
Broadcom

Broadcom now has line of sight to 230 billion dollars of AI revenue in fiscal 2028 and says supply, not demand, holds fiscal 2027 to 115 billion.
| Q2 FY2026 | Q3 FY2026 |
|---|
| Revenue | $22.2bn | $29.6bn |
| Growth | +48.0% | +86.0% |
| Operating margin | 48.6% | 53.9% |
| Guidance | Raised | Raised |
| Tone | Confident | Confident |
AI and data centerChip and substrate supplyHBM supplyPower availability
The full read
What changed. Broadcom gave its first explicit two year AI path: about 58 billion dollars in fiscal 2026 (above the 56 billion guide), about 115 billion in fiscal 2027 and about 230 billion in fiscal 2028, with supply secured. Anthropic is expected to become the largest XPU customer in 2027. Gross margin is guided down to about 73 percent in Q4 on XPU mix and rising memory content. Broadcom is building its own substrate capacity in Singapore from fiscal 2027. Management will not update the AI outlook quarterly.
Read across the chain. With content of 20 billion to 30 billion dollars per gigawatt and 115 billion dollars of fiscal 2027 AI revenue, Broadcom implies several gigawatts of new AI load in 2027 for its customers alone, and Tan calls land, power and shell a big concern. That is direct demand for grid interconnection, transformers, switchgear and on site generation. Below Broadcom, lasers and substrates are tight enough that Broadcom is building its own substrate plant and tripling phosphide capacity, which bears on optical component makers and substrate suppliers.
“Our demand actually exceeds this outlook and we will work to improve supply.”Hock Tan, President and Chief Executive Officer. 2026-09-02. Broadcom Q3 FY2026 earnings call transcript (third party copy, Platform Aeronaut)
What would change the read. If Q4 AI revenue misses 21.7 billion dollars or the fiscal 2027 figure is cut on power or site delays rather than chip supply, the binding constraint has moved fully to power.
Broadcom Inc. Announces Third Quarter Fiscal Year 2026 Financial Results and Quarterly Dividend. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| RevenueAI revenue up 236 percent. | Q4 FY2026 | about $34.8bn | Introduced |
| AI semiconductor revenueXPU ramp. | Q4 FY2026 | $21.7bn | Introduced |
| AI semiconductor revenueQ3 beat and Q4 guide. | Full year FY2026 | about $58bn | Raised, from about $56bn |
| AI semiconductor revenueSupply secured for 115 billion; demand higher. | Full year FY2027 | about $115bn | Raised, from $100bn |
| AI semiconductor revenueCustomer gigawatt commitments with supply secured. | Full year FY2028 | about $230bn | Introduced |
| Gross margin (non-GAAP)XPU mix and memory content. | Q4 FY2026 | about 73% | Introduced |
Orders and backlog
- AI semiconductors. Backlog and bookings not disclosed this quarter; management cited secured supply for FY2027 and FY2028.
Capacity and investment coming
- 2026Q4 capex guided to about 1.4 billion dollars, from 532 million in Q3 (Guidance)
- 2027Own substrate production capacity in Singapore starting in fiscal 2027
- 2028AI compute financing platform with Apollo and Blackstone to deploy over 20 gigawatts through 2028; first tranche 35 billion dollars (First tranche launched)
“Our visibility runs all the way to 2028 right now.”Hock Tan, President and Chief Executive Officer. 2026-06-03. Broadcom Q2 FY2026 earnings call transcript (third party copy, Platform Aeronaut)
Advanced Analytics view for chips and compute. 2027 is capped by supply, not demand, and memory cost is the margin risk. What would change it: A sequential revenue decline guided by TSMC or Nvidia, or memory prices falling for two quarters in a row.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Chips and compute
Marvell Technology

Marvell's data center growth accelerated to 46 percent, and the custom chip ramp it has promised is now dated to the second half of this fiscal year.
| Q1 FY2027 | Q2 FY2027 |
|---|
| Revenue | $2.4bn | $2.7bn |
| Growth | +28.0% | +37.0% |
| Operating margin | 14.0% | 16.8% |
| Guidance | Raised | Raised |
| Tone | Confident | Confident |
AI and data centerCommodity prices and volumes
The full read
What changed. Data center growth jumped to 46 percent from 27 percent last quarter and reached 79 percent of revenue. Marvell raised its fiscal 2027 and fiscal 2028 revenue outlook again, and said a significant acceleration in Custom begins in the second half of fiscal 2027. The Q3 guide of 3.15 billion dollars implies about 15 percent sequential growth. Long term strategy was deferred to the 6 October 2026 Investor Day.
Read across the chain. Data center growth almost doubling in rate within one quarter, with connectivity named first, means AI cluster networking content is rising faster than accelerator counts, which pulls optical DSPs, lasers and TSMC advanced node wafers. The custom XPU acceleration starting in the second half of fiscal 2027 (August 2026 to January 2027) lines up with hyperscaler custom chip programs entering volume, competing with Broadcom for the same TSMC and packaging capacity.
“AI-related bookings remain exceptionally robust, and we expect our revenue growth”Matt Murphy, Chairman and Chief Executive Officer. 2026-08-27. Marvell Q2 FY2027 earnings release
What would change the read. If Q3 FY2027 revenue lands below 3.0 billion dollars or Custom revenue does not visibly step up by Q4 FY2027, the second half acceleration did not arrive.
Marvell Technology, Inc. Reports Second Quarter of Fiscal Year 2027 Financial Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Revenue3.150 billion plus or minus 5 percent; range computed by Advanced Analytics. | Q3 FY2027 | $3bn to $3.3bn | Introduced |
| Gross margin (non-GAAP)GAAP 52.9 to 53.9 percent. | Q3 FY2027 | 57.5% to 58.5% | Introduced |
| Diluted EPS (non-GAAP)1.10 plus or minus 0.05; GAAP 0.53 plus or minus 0.05. | Q3 FY2027 | $1.05 to $1.15 | Introduced |
| Revenue outlook | Fiscal 2027 and fiscal 2028 | Raised again versus last quarter's guidance; figures not given in the release. | Raised |
Orders and backlog
- Total company. AI related bookings described as exceptionally robust, not quantified.
Capacity and investment coming
- 2026Celestial AI acquisition completed 2 February 2026 (photonic interconnect) (Completed)
“We expect revenue growth to continue accelerating each quarter throughout fiscal 2027”Matt Murphy, Chairman and Chief Executive Officer. 2026-05-27. Marvell Q1 FY2027 earnings release
Advanced Analytics view for chips and compute. 2027 is capped by supply, not demand, and memory cost is the margin risk. What would change it: A sequential revenue decline guided by TSMC or Nvidia, or memory prices falling for two quarters in a row.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Chips and compute
Micron Technology

Micron's fiscal 2026 revenue more than tripled to $133 billion, and the next quarter is guided higher again with no peak in sight.
| Q3 FY2026 | Q4 FY2026 |
|---|
| Revenue | $41.5bn | $54.2bn |
| Growth | +345.7% | +379.3% |
| Operating margin | 80.4% | 80.7% |
| Guidance | Introduced | Introduced |
| Tone | Confident | Confident |
AI and data centerResidential and commercialSemiconductor fab buildChip and substrate supplyPower availabilitySkilled labor
The full read
What changed. Q4 revenue of $54.23 billion beat the top of the $49 to $51 billion guide, and gross margin reached 86.8 percent against about 86 percent guided. Fiscal 2026 revenue was $133.19 billion against $37.38 billion in fiscal 2025. Q1 fiscal 2027 is guided to $61.5 billion plus or minus $1.5 billion.
Read across the chain. Fiscal 2026 net capex of $27.37 billion against $62.31 billion of free cash flow means Micron is underspending its cash. Capacity, not funding, is the limit, and the 10-K names tools, materials, power and labor as the bottlenecks. That keeps memory tight for Dell and Supermicro into 2027 and supports tool orders at Applied Materials, Lam Research, KLA and ASML.
“AI is becoming Super Intelligence (SI),”Sanjay Mehrotra, Chairman and Chief Executive Officer. 2026-09-30. Micron fiscal Q4 2026 earnings release (Exhibit 99.1 to Form 8-K)
What would change the read. If the Q1 fiscal 2027 gross margin comes in below the about 86 percent guide, or Micron announces a capex step up large enough to close the shortage before the HBM4E ramp, the tightness read weakens.
Micron Technology fiscal Q4 and full year 2026 results (Exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Revenue$61.5 billion plus or minus $1.5 billion | Q1 fiscal 2027 | $60bn to $63bn | Introduced |
| Gross marginQuarterly guide | Q1 fiscal 2027, GAAP | about 85.95% | Introduced |
| Non GAAP diluted EPS$38.15 plus or minus $1.00 | Q1 fiscal 2027 | $37.15 to $39.15 | Introduced |
Capacity and investment coming
- 2026Acquisition of wafer fabrication facility from Powerchip, completed March 2026
“investing at record levels in technology, products and supply”Sanjay Mehrotra, Chairman, President and Chief Executive Officer. 2026-06-24. Micron fiscal Q3 2026 earnings release (Exhibit 99.1 to Form 8-K)
Advanced Analytics view for chips and compute. 2027 is capped by supply, not demand, and memory cost is the margin risk. What would change it: A sequential revenue decline guided by TSMC or Nvidia, or memory prices falling for two quarters in a row.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Nvidia now says supply, not demand, sets its growth, and memory is the bill that comes due first.
| Q1 FY2027 | Q2 FY2027 |
|---|
| Revenue | $81.6bn | $96.2bn |
| Growth | +85.0% | +106.0% |
| Operating margin | 65.6% | 66.2% |
| Guidance | Introduced | Introduced |
| Tone | Confident | Confident |
AI and data centerPower generation buildChip and substrate supplyHBM supplyPower availability
The full read
What changed. Supply and capacity commitments more than doubled to 279 billion dollars from 119 billion, mainly for memory. Management guided a year ahead for the first time: about 70 percent revenue growth in fiscal 2028, called supply constrained. Gross margin was guided to bottom at 71 to 72 percent in Q4 on memory costs before settling at 72 to 73 percent. Vera Rubin production shipments began in August.
Read across the chain. Nvidia has turned its supply chain into its forecast. A 279 billion dollar commitment book weighted to memory is a multi year order for SK hynix, Samsung and Micron and keeps HBM and DRAM pricing tight for every other buyer. Above Nvidia, the per gigawatt revenue math (40 billion dollars for Vera Rubin) and the 2 to 3 year lead time for land, power and shell put the binding constraint on utilities, transformer and switchgear makers and turbine slots, not on chips.
“we are experiencing extreme pricing conditions in memory.”Colette Kress, Executive Vice President and Chief Financial Officer. 2026-08-26. Nvidia Q2 FY2027 earnings call transcript (third party copy, Webull)
What would change the read. If Q3 FY2027 gross margin holds above 74 percent while commitments stay near 279 billion, memory cost pressure is less severe than guided; if commitments fall without a revenue beat, the supply constrained framing weakens.
NVIDIA Announces Financial Results for Second Quarter Fiscal 2027 (Form 8-K exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Revenue108.0 billion dollars plus or minus 2 percent, range computed by Advanced Analytics; excludes China Data Center compute. | Q3 FY2027 (quarter ending October 2026) | $105.8bn to $110.2bn | Introduced |
| Gross margin (GAAP and non-GAAP)74.0 percent plus or minus 50 basis points; down from 75.0 percent on memory costs. | Q3 FY2027 | 73.5% to 74.5% | Introduced |
| Gross margin troughMemory cost increases; recovery to 72 to 73 percent in FY2028 as executed price increases take effect in Q1. | Q4 FY2027 | 71% to 72% | Introduced |
| Revenue growthPreliminary, supply constrained outlook; demand stated to be higher. | Full year FY2028 | about 70% | Introduced |
| Operating expense growthCompute infrastructure and compensation costs. | Full year FY2027 | Low 50s | Raised, from Upper 40s |
Orders and backlog
- Total company. Nvidia does not report orders or backlog. Purchase orders for Vera Rubin received from every major hyperscaler, AI cloud and system OEM per the CFO.
Capacity and investment coming
- 2030Supply and capacity commitments of 279 billion dollars, up from 119 billion, mainly for memory
“This is a supply-constrained outlook.”Colette Kress, Executive Vice President and Chief Financial Officer. 2026-08-26. Nvidia Q2 FY2027 earnings call transcript (third party copy, Webull)
Advanced Analytics view for chips and compute. 2027 is capped by supply, not demand, and memory cost is the margin risk. What would change it: A sequential revenue decline guided by TSMC or Nvidia, or memory prices falling for two quarters in a row.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Chips and compute
Taiwan Semiconductor Manufacturing

TSMC beat its own guide, raised the year to about 44 percent growth, and still says demand runs ahead of what it can build.
| 2Q26 | 3Q26 |
|---|
| Revenue | TWD 1,270.4bn | TWD 1,494.2bn |
| Growth | +36.0% | +50.9% |
| Operating margin | 60.3% | 58.7% |
| Guidance | Raised | Raised |
| Tone | Confident | Confident |
AI and data centerSemiconductor fab buildChip and substrate supplyInput cost inflationPower availability
The full read
What changed. Revenue of US$46.7 billion came in above the high end of the US$44.6 billion to 45.8 billion guide, and full year growth moved to around 44 percent from slightly above 40. 2nm jumped to 8 percent of wafer revenue from 3 percent, which took gross margin down 1.3 points to 66.4 percent. Overseas fab dilution for 2026 is now closer to 2 percent. Arizona Fab 2 volume production moves to Q3 2027, slightly ahead of schedule, and N2 family capacity will more than double in 2027.
Read across the chain. A Q4 guide of US$52 billion to 54 billion and N2 capacity doubling in 2027 is a wafer and packaging pipeline that sets the 2027 ceiling for Nvidia Vera Rubin, AMD MI450 and Broadcom and Marvell custom accelerators. TSMC's refusal to let customers resell capacity and its move to pull GlobalFoundries into interposers show back end packaging remains the scarce step. Upstream, real tool price inflation and capex above the prior three years keep fab equipment and fab construction demand elevated through 2028.
“the demand is higher than the supply”C.C. Wei, Chairman and Chief Executive Officer. 2026-10-15. TSMC 3Q26 earnings conference transcript (company hosted)
What would change the read. A Q4 result below US$52.3 billion, or management describing supply and demand as balanced for 2027, would undercut the shortage read.
TSMC 3Q26 Earnings Release. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| RevenueContinued leading edge demand; US$1 to NT$31.8. | Q4 2026 | $52.3bn to $54.3bn | Introduced |
| Gross marginN2 ramp dilution offset by productivity. | Q4 2026 | 65% to 67% | Introduced |
| Operating marginAs above. | Q4 2026 | 56.5% to 58.5% | Introduced |
| Revenue growth (USD)AI demand and Q3 beat. | Full year 2026 | 44% | Raised, from Slightly above 40% |
| Capital expenditureReiterated. | Full year 2026 | $60bn to $64bn | Reaffirmed |
Orders and backlog
- Total company. TSMC does not report orders or backlog.
Capacity and investment coming
- 20262026 capex raised to US$60 billion to 64 billion
- 20262026 capex reiterated at US$60 billion to 64 billion; 2026 to 2028 significantly higher than prior three years
- 2027N2 family annual capacity to more than double in 2027
- 2027Arizona Fab 2 volume production in Q3 2027, slightly ahead of schedule; Texas under evaluation
“the increase in revenue will outpace the increase in CapEx”Wendell Huang, Senior Vice President and Chief Financial Officer. 2026-10-15. TSMC 3Q26 earnings conference transcript (company hosted)
Advanced Analytics view for chips and compute. 2027 is capped by supply, not demand, and memory cost is the margin risk. What would change it: A sequential revenue decline guided by TSMC or Nvidia, or memory prices falling for two quarters in a row.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Data center owners
Alphabet

Alphabet is spending past its own cash flow to buy capacity, renting third party data centers as a bridge because its own builds cannot arrive fast enough.
| Q2 2026 |
|---|
| Revenue | $119.8bn |
| Growth | +24.0% |
| Operating margin | 34.0% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-10-28
AI and data centerInput cost inflationPower availability
The full read
What changed. Full year 2026 capex guidance rose to $195 to $205 billion from $180 to $190 billion, citing faster delivery of capacity. Quarterly free cash flow turned negative at minus $5.9 billion. Google Cloud revenue grew 82 percent and its operating margin rose to 35.6 percent from 20.7 percent. Alphabet began delivering TPU systems into customer data centers.
Read across the chain. A hyperscaler willing to run negative quarterly free cash flow and lever up to about $100 billion of debt is signaling that capacity, not demand, is the limit. Renting third party capacity pulls demand forward to colocation and neocloud operators, and the 40 percent data center and networking share of spend is a direct read for power, cooling and electrical equipment suppliers. External TPU placement adds a second silicon channel competing with Nvidia for customer data center power.
“we continue to be supply constrained, a sign of momentum and rapid adoption.”Sundar Pichai, Chief Executive Officer. 2026-07-22. Alphabet Q2 2026 earnings call transcript (MarketBeat host)
What would change the read. Q3 commentary that drops the supply constrained language, a 2026 capex outcome below $195 billion, or a slowdown in sequential Cloud backlog additions below the $50 billion pace would weaken the read.
Form 8-K Exhibit 99.1, Alphabet Announces Second Quarter 2026 Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Capital expendituresAcceleration in the delivery of capacity to meet growing demand. Not printed in the company release; stated on the earnings call or in the company's slides. | Full year 2026 | $195bn to $205bn | Raised, from $180bn to $190bn |
| Capital expenditures | Full year 2027 | Expected to increase significantly in 2027; no range given | Reaffirmed |
Orders and backlog
- Google Cloud backlog. Up more than $50 billion sequentially; just over 50 percent to be recognized over 24 months. Not printed in the company release; stated on the earnings call or in the company's slides.
Capacity and investment coming
- 2026Full year 2026 capex raised to $195 to $205 billion
- 2026Expanded use of third party data center capacity in Q3 as a bridge
“we continue to expect our CapEx to increase significantly in 2027”Anat Ashkenazi, Senior Vice President and Chief Financial Officer. 2026-07-22. Alphabet Q2 2026 earnings call transcript (MarketBeat host)
Advanced Analytics view for data center owners. Capex rises again in 2027, and power, not money, decides how fast capacity goes live. What would change it: Two or more hyperscalers cutting capex guidance in the same quarter.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Data center owners
Amazon.com

Amazon says even $220 billion of capex will not cover 2026 demand, and that most of its 2027 and 2028 capacity is already spoken for.
| Q2 2026 |
|---|
| Revenue | $200.6bn |
| Growth | +20.0% |
| Operating margin | 13.7% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-10-29
AI and data centerHBM supplyInput cost inflationPower availability
The full read
What changed. 2026 cash capex guidance rose to about $220 billion from about $200 billion, with memory costs cited. AWS growth accelerated to 37 percent, the fastest in 18 quarters, and AWS operating income reached $16.6 billion. Backlog reached $496 billion, up triple digits. Trailing twelve month free cash flow turned to a $7.6 billion outflow.
Read across the chain. Doubling power capacity by end of 2027 is a direct order book signal for generation, substation, transformer and switchgear suppliers serving AWS regions. Memory inflation is now large enough to move a hyperscaler's annual capex guide by about $20 billion, which favors memory makers and pressures server margins. Reserved 2027 and 2028 capacity reduces the risk of a near term spending air pocket.
“we expect to have double the power capacity by the end of 2027.”Andy Jassy, President and Chief Executive Officer. 2026-07-30. Amazon.com Q2 2026 earnings call transcript (MarketBeat host)
What would change the read. A Q3 capex print running below the $220 billion annual pace, or a statement that capacity has caught up with demand before 2027, or a fall in backlog from $496 billion would contradict the shortage read.
Form 8-K Exhibit 99.1, Amazon.com Announces Second Quarter Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Cash capital expendituresMemory costs; capacity still short of demand. Not printed in the company release; stated on the earnings call or in the company's slides. | Full year 2026 | $220bn | Raised, from $200bn |
| Net salesGrowth of 9 to 12 percent | Q3 2026 | $197bn to $202bn | Introduced |
| Operating incomeAs stated in release | Q3 2026 | $22.5bn to $26.5bn | Introduced |
Orders and backlog
- AWS backlog. Jassy said backlog is factored into capex plans and much 2027 and 2028 capacity is reserved. Not printed in the company release; stated on the earnings call or in the company's slides.
Capacity and investment coming
- 20262026 cash capex raised to about $220 billion
- 2027Power capacity to double by end of 2027
“In fact, the demand we already have for 2028 is striking.”Andy Jassy, President and Chief Executive Officer. 2026-07-30. Amazon.com Q2 2026 earnings call transcript (MarketBeat host)
Advanced Analytics view for data center owners. Capex rises again in 2027, and power, not money, decides how fast capacity goes live. What would change it: Two or more hyperscalers cutting capex guidance in the same quarter.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Data center owners
Applied Digital

Applied Digital says 2027 is largely sold and it will put 600 MW into service in a year, but its next gigawatt depends on power it cannot get before 2030.
| Fiscal Q4 2026 | Fiscal Q1 2027 |
|---|
| Revenue | $259m | $342m |
| Growth | +407.0% | +322.0% |
| Operating margin | -48.2% | -18.2% |
| Guidance | Not given | Not given |
| Tone | Confident | Confident |
AI and data centerPower availabilitySwitchgear lead time
The full read
What changed. Polaris Forge 1 reached 250 MW live on 1 October after a second 75 MW phase. The company secured an option on up to 1 GW of power capacity in Finland, its first site outside the US, and signed a power purchase agreement with Base Electron for a roughly 1,200 MW North Dakota gas plant with deliveries from 2030. Management now expects about 250 MW of expansion leases by calendar year end at lease rates potentially more than 15 percent higher, and set a 3.5 to 4 GW operating target for the end of 2030.
Read across the chain. A developer that pre bought a factory's full output for four years and holds 2.4 to 2.5 GW of generation equipment is a direct signal that switchgear, transformers and generators are still allocation markets. The plan for about 1 GW a year of delivery in 2029 and 2030, tied to its own gas plant, extends the order horizon for gas turbines, engines and grid contractors in the upper Midwest well past 2028.
“Power remains the single largest gating factor in our industry.”Wes Cummins, Chairman and Chief Executive Officer. 2026-10-07. Applied Digital fiscal Q1 2027 earnings call transcript (third party hosted)
What would change the read. Fewer than about 300 MW online in North Dakota at the end of calendar 2026, or the 250 MW of expansion leases not signing by year end at higher rates, would show that delivery is slipping and that the premium pricing claim is not yet clearing.
Applied Digital Reports Fiscal First Quarter 2027 Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Critical IT load placed in serviceConstruction at Polaris Forge 1, Polaris Forge 2, Louisiana and Alabama. Not printed in the company release; stated on the earnings call or in the company's slides. | Next 12 months from October 2026 | at least 600 MW | Introduced |
| Critical IT online across North DakotaPolaris Forge 2 initial operations | End of calendar 2026 | about 300 MW | Introduced |
| Operating portfolioBase Electron power from 2030 and campus expansions | End of calendar 2030 | 3,500 to 4,000 MW | Introduced |
Orders and backlog
- Contracted lease revenue, HPC Hosting. About 36 billion dollars over initial base terms, about 86 billion with renewals, on about 1.41 GW across five campuses. No new lease was signed in the quarter; about 250 MW of expansion leases targeted by calendar year end.
Capacity and investment coming
- 2026Capex of 2,075 million dollars in the quarter
- 2027300 MW lease at Delta Forge 1, Boyce, Louisiana, with a high investment grade hyperscaler, about 7.5 billion dollars
- 2027300 MW lease at Polaris Forge 3, North Dakota, about 7.5 billion dollars
- 2028210 MW lease at Delta Forge 2, about 5.2 billion dollars, signed 8 June 2026
“Over the next 12 months, we expect to place over 600 MW into service”Wes Cummins, Chairman and Chief Executive Officer. 2026-10-07. Applied Digital fiscal Q1 2027 earnings call transcript (third party hosted)
Advanced Analytics view for data center owners. Capex rises again in 2027, and power, not money, decides how fast capacity goes live. What would change it: Two or more hyperscalers cutting capex guidance in the same quarter.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Data center owners
CoreWeave

CoreWeave's order book now runs far ahead of its power: about 104 billion dollars of backlog sits on 1.5 GW of active capacity and 3.7 GW contracted.
| Q2 2026 |
|---|
| Revenue | $2.6bn |
| Growth | +112.5% |
| Operating margin | -2.0% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-10
AI and data centerInput cost inflationPower availability
The full read
What changed. Revenue more than doubled to 2.58 billion dollars and the company raised full year 2026 revenue guidance to 12.4 to 13.2 billion and capex to 35 to 39 billion. Active power rose by nearly 500 MW in the quarter to 1.5 GW, and more than 25 billion dollars of new commitments were signed in early Q3 on top of the 104 billion backlog. Adjusted operating margin fell to 5 percent from 16 percent a year earlier, but management said margins inflected upward sequentially.
Read across the chain. A 35 to 39 billion dollar annual capex plan financed largely with debt makes CoreWeave one of the largest single buyers of Nvidia systems and of third party powered shells, so its contracted power additions translate directly into orders for data center developers such as Applied Digital and Core Scientific and for electrical and cooling vendors. The gap between 3.7 GW contracted and 1.5 GW active is the part of the chain still waiting on construction and utility energization.
“CoreWeave reached an important inflection point this quarter”Michael Intrator, Co-founder, Chairman and Chief Executive Officer. 2026-08-11. CoreWeave Q2 2026 earnings release
What would change the read. Active power at year end landing below the 1.85 GW guidance, or Q3 interest expense rising above the 940 million dollar top of the range while adjusted operating income misses 200 million, would show that delivery and financing, not demand, are setting the pace.
CoreWeave Reports Strong Second Quarter 2026 Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| RevenueCapacity coming online and backlog conversion. Not printed in the company release; stated on the earnings call or in the company's slides. | Full year 2026 | $12.4bn to $13.2bn | Raised |
| Adjusted operating incomeOperating leverage from scale | Full year 2026 | $960m to $1.1bn | Raised |
| CapexCapacity build to serve backlog | Full year 2026 | $35bn to $39bn | Raised |
| Year end active powerCapacity additions | 31 December 2026 | at least 1,850 MW | Raised, from at least 1,700 MW |
| Exit annualized run rate revenueCapacity additions late in the year | End of 2026 | $18.5bn to $19.5bn | Raised |
| RevenuePower added late in Q2 contributes in Q3 | Q3 2026 | $3.5bn to $3.6bn | Introduced |
| Adjusted operating income | Q3 2026 | $200m to $260m | Introduced |
| Interest expenseDebt financing of capex | Q3 2026 | $860m to $940m | Introduced |
Orders and backlog
- Total company revenue backlog. Backlog about 104 billion dollars at 30 June (104.2 billion and up 246 percent per call summaries). Excludes more than 25 billion dollars of net new commitments signed in early Q3.
Capacity and investment coming
- 2026Active power expanded by nearly 500 MW to 1.5 GW
- 2026Full year 2026 capex 35 to 39 billion dollars
- 2028Indonesia site of 360 MW to begin coming online in about 18 months
“Our near-term capacity remains effectively sold out”Michael Intrator, Co-founder, Chairman and Chief Executive Officer. 2026-08-11. CoreWeave Q2 2026 earnings call, as quoted by MarketBeat
Advanced Analytics view for data center owners. Capex rises again in 2027, and power, not money, decides how fast capacity goes live. What would change it: Two or more hyperscalers cutting capex guidance in the same quarter.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Data center owners
Digital Realty Trust

Digital Realty is now pricing scarcity: renewals rolled up 25 percent in cash and installed, powered capacity is the asset everyone wants.
| 2Q26 |
|---|
| Revenue | $1.9bn |
| Growth | +28.9% |
| Operating margin | 24.3% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-10-29
AI and data centerPower availability
The full read
What changed. The company raised 2026 guidance for the second time this year: Core FFO per share excluding promote to 8.15 to 8.20 dollars, revenue to 6.85 to 6.95 billion, and development capex to 4.25 to 4.75 billion from 3.50 to 4.00. It also signed two US hyperscale leases in July worth 410 million dollars of annualized rent at 100 percent share, took the development pipeline to 1.4 GW under construction, and agreed to buy the investment firm Columbia Capital.
Read across the chain. A REIT funding 1.4 GW of construction that is fully powered and 63 percent pre leased is a committed order book for switchgear, transformers, generators and cooling through 2027 and 2028. The Kansas City site, whose 600 MW of utility power only begins in 2028, shows that new hyperscale capacity is now gated by utility delivery dates, which pushes value toward utilities and grid contractors in growth regions.
“Digital Realty delivered record Core FFO per share in the quarter”Andy Power, President and Chief Executive Officer. 2026-07-23. Digital Realty Q2 2026 earnings release (8-K exhibit 99.1)
What would change the read. Cash renewal spreads falling back to the original 6 to 8 percent guidance band, or the pre leased share of the construction pipeline dropping below about half, would show that scarcity pricing was a one quarter Singapore effect rather than a portfolio wide shift.
Digital Realty Reports Second Quarter 2026 Results (Exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Core FFO per share excluding net promoteRenewal pricing, hyperscale backlog commencements and 0 to 1 MW growth | Full year 2026 | $8.15 to $8.20 | Raised, from $8.00 to $8.10 |
| Total revenue excluding promoteBookings commencements and pricing | Full year 2026 | $6.8bn to $7bn | Raised, from $6.7bn to $6.8bn |
| Adjusted EBITDAOperating outperformance | Full year 2026 | $3.8bn to $3.9bn | Raised, from $3.6bn to $3.8bn |
| Cash renewal rent changeImproving mark to market, especially above 1 MW renewals | Full year 2026 | 9% to 11% | Raised, from 6.5% to 8.5% |
| Development capex net of partner contributionsPipeline expanded to 1.4 GW under construction | Full year 2026 | $4.2bn to $4.8bn | Raised, from $3.5bn to $4bn |
| Same capital cash NOI growthRenewal pricing | Full year 2026 | 4.25% to 5.25% | Raised, from 4% to 5% |
Orders and backlog
- Total bookings, annualized GAAP base rent, 100 percent share. At Digital Realty share: 208.5 million (0 to 1 MW 87.8, above 1 MW 99.8, interconnection 20.5). Backlog of signed not commenced leases is a record, 1.4 billion at company share.
- Two US hyperscale leases signed in July, after quarter end. 205 million at company share. No MW figure or location beyond US was disclosed.
Capacity and investment coming
- 202664 percent stake in three Northern Virginia hyperscale data centers, 288 MW
- 20262026 development capex guidance raised
- 2026Acquisition of Columbia Capital
- 2028Kansas City metro powered land, about 475 million dollars
“securing 600 MW of utility power that begins to ramp in early 2028”Andy Power, President and Chief Executive Officer. 2026-07-23. Digital Realty Q2 2026 earnings call transcript (third party hosted, auto generated)
Advanced Analytics view for data center owners. Capex rises again in 2027, and power, not money, decides how fast capacity goes live. What would change it: Two or more hyperscalers cutting capex guidance in the same quarter.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Data center owners
Equinix

Equinix found more demand than its own long term plan assumed, and answered by roughly doubling the annual build budget through 2029.
| Q2 2026 |
|---|
| Revenue | $2.6bn |
| Growth | +16.4% |
| Operating margin | 25.3% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-10-28
AI and data centerPower availabilitySwitchgear lead time
The full read
What changed. The company raised 2026 guidance on every line and rewrote its 2027 to 2029 outlook: revenue growth moved to 10 to 13 percent a year from 7 to 10, AFFO per share growth to 9 to 12 from 5 to 9, and annual capex to 5 to 7 billion dollars from 3 to 4 billion. Management called it the largest single guidance raise in company history.
Read across the chain. A retail colocation REIT raising its capex run rate to 5 to 7 billion dollars a year means about 0.3 GW of additional power drawn from roughly 3 GW of land already contracted or controlled, so new transformer, switchgear, generator and cooling orders come from enterprise and inference buildings rather than only hyperscale campuses. The willingness to pre purchase mechanical and electrical gear points to continued long lead times upstream at Vertiv, Schneider, Eaton and the generator makers.
“We delivered an exceptionally strong Q2.”Adaire Fox-Martin, Chief Executive Officer and President. 2026-07-29. Equinix Q2 2026 earnings release (8-K exhibit 99.1)
What would change the read. Annualized gross bookings falling back toward the low 300 million dollar range for two consecutive quarters, or churn rising above the 2 to 2.5 percent band, would show the capex step up was sized to a peak rather than to persistent demand.
Equinix Reports Second-Quarter Results, Raises 2026 Guidance and Long-Term Outlook (Exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| RevenueBookings strength, record interconnections and firm pricing | Full year 2026 | $10.2bn to $10.3bn | Raised, from $10.1bn to $10.2bn |
| Adjusted EBITDARevenue raise and margin discipline, about 51 percent margin | Full year 2026 | $5.2bn to $5.3bn | Raised, from $5.2bn |
| AFFO per diluted shareOperating outperformance | Full year 2026 | $42.69 to $43.29 | Raised, from $42.31 to $43.11 |
| Non recurring capex excluding xScale and real estateAccelerated build program to meet demand above prior long term assumptions | Full year 2026 | $4.7bn to $5.7bn | Raised, from $3.8bn |
| Recurring capex | Full year 2026 | $290m to $310m | Raised, from $280m to $300m |
| Revenue growthDemand exceeding prior long term outlook assumptions | Annual, 2027 to 2029 | 10% to 13% | Raised, from 7% to 10% |
| AFFO per share growthDemand and margin scaling | Annual, 2027 to 2029 | 9% to 12% | Raised, from 5% to 9% |
| Total capexCapacity expansion, more than 80 percent in the top 25 metros | Annual, 2027 to 2029 | $5bn to $7bn | Raised, from $3bn to $4bn |
Orders and backlog
- Total company, annualized gross bookings. Second highest bookings on record; the release calls backlog a record but gives no figure.
- xScale hyperscale leasing. 134 MW of xScale leases closed, including the full Hampton campus, which brought about 120 million dollars of non recurring fees.
Capacity and investment coming
- 2029Long term capex raised to 5 to 7 billion dollars a year through 2029
“Demand is clearly exceeding the assumptions in our prior long-term outlook.”Olivier Leonetti, Chief Financial Officer. 2026-07-29. Equinix Q2 2026 earnings call transcript (third party hosted)
Advanced Analytics view for data center owners. Capex rises again in 2027, and power, not money, decides how fast capacity goes live. What would change it: Two or more hyperscalers cutting capex guidance in the same quarter.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Data center owners
Meta Platforms

Meta's unstarted lease book grew by $77 billion in one quarter to $356 billion, a far larger signal of physical build than its $35 billion capex print.
| Q2 2026 | Q3 2026 |
|---|
| Revenue | $60.8bn | $64.6bn |
| Growth | +28.0% | +26.0% |
| Operating margin | 31.0% | 20.0% |
| Guidance | Narrowed | Narrowed |
| Tone | Measured | Confident |
AI and data centerPower generation build
The full read
What changed. Lease obligations not yet commenced rose to about $355.73 billion from $278.99 billion and now include energy related infrastructure. Non cancelable commitments rose to $454.52 billion from $349.31 billion, with $121.41 billion due in 2027. A second 20 percent venture, in Texas, joined Louisiana. Capex range narrowed again to $135 to $145 billion. Free cash flow turned negative at minus $2.12 billion. A $9.89 billion legal charge cut operating margin to 20 percent.
Read across the chain. A $77 billion jump in unstarted leases in one quarter, now including energy related infrastructure, says Meta is contracting power assets alongside shells. Developers, utilities and generation suppliers carry that build. Commitments due in 2027 rising to $121 billion point to a heavier 2027 spend even before Meta publishes a 2027 capex figure.
“We hit major milestones this quarter toward delivering personal superintelligence for everyone”Mark Zuckerberg, Founder, Chairman and Chief Executive Officer. 2026-10-21. Meta Q3 2026 earnings release (8-K Exhibit 99.1)
What would change the read. A 2027 capex guide in the Q4 release that is flat or down on 2026, or a decline in lease obligations not yet commenced, would show the lease surge was a one off pull forward.
Form 8-K Exhibit 99.1, Meta Reports Third Quarter 2026 Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Capital expenditures including finance lease principalRange narrowed in the release | Full year 2026 | $135bn to $145bn | Raised low end, from $130bn to $145bn |
| Total expensesReflects the $9.9 billion legal charge | Full year 2026 | $175bn to $179bn | Raised, from $165bn to $169bn |
| RevenueAssumes about 1 percent foreign currency headwind | Q4 2026 | $73bn to $76bn | Introduced |
| Reality Labs operating lossLosses to decline versus 2025 as investment shifts to AI; about $15 billion expected in 2027 | Full year 2026 | $18bn to $19bn | Introduced |
| Capital expenditures | Full year 2027 | Management expects to continue investing aggressively; budget and capacity plans still in development | Not given |
Capacity and investment coming
- 20262026 capex range narrowed to $130 to $145 billion
- 20262026 capex range narrowed to $135 to $145 billion
- 2036Lease obligations not yet commenced of $355.73 billion, including data centers, energy related infrastructure, colocations and network
“The results are already showing, and I'm optimistic about the potential ahead.”Mark Zuckerberg, Founder, Chairman and Chief Executive Officer. 2026-07-29. Meta Q2 2026 earnings release (8-K Exhibit 99.1)
Advanced Analytics view for data center owners. Capex rises again in 2027, and power, not money, decides how fast capacity goes live. What would change it: Two or more hyperscalers cutting capex guidance in the same quarter.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Data center owners
Microsoft

Microsoft is still selling compute faster than it can build it, and says so plainly: demand exceeds capacity even after adding a gigawatt in one quarter.
| Q4 FY2026 |
|---|
| Revenue | $90.0bn |
| Growth | +18.0% |
| Operating margin | 45.1% |
| Guidance | Introduced |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-10-28
AI and data centerInput cost inflationPower availability
The full read
What changed. Capex including finance leases stepped up to $41.0 billion from $37.5 billion in fiscal Q3, partly on higher component pricing. Microsoft extended the useful life of data centers and office buildings from 15 to 25 years from fiscal 2027, which shifts future data center leases from finance to operating treatment and so lowers reported capex. Commercial RPO reached $678 billion, up 84 percent.
Read across the chain. A 1 GW per quarter delivery cadence with demand still ahead of supply keeps pull on GPUs, memory, power distribution and cooling. The finance to operating lease shift means a growing share of Microsoft's physical build sits on third party developer balance sheets, so lease commitments of $411 billion beyond 2027 are the better read of shell demand than reported capex. Rising component prices are being passed into new contract pricing.
“Customer demand continues to exceed available capacity.”Amy Hood, Executive Vice President and Chief Financial Officer. 2026-07-29. Microsoft FY26 Q4 earnings call transcript
What would change the read. Hood stops saying demand exceeds available capacity, or Q1 FY27 capex lands below $50 billion, or the gap between RPO growth and Azure growth closes, would show the capacity shortfall has eased.
Form 8-K Exhibit 99.1, Microsoft Cloud and AI Strength Fuels Fourth Quarter Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| RevenueGrowth of 16 to 17 percent, led by Intelligent Cloud at $40.95 to $41.25 billion | Q1 FY2027 (quarter ending September 2026) | $89.8bn to $91bn | Introduced |
| Azure revenue growthAbout 45 percent; Hood expects first half Azure growth to accelerate as capacity and efficiency gains are monetized | Q1 FY2027, constant currency | 45% | Introduced |
| Capital expenditures including finance leasesMore than $50 billion, including the lease reclassification effect | Q1 FY2027 | $50bn | Introduced |
| Capital expendituresInvestment plan unchanged; reported figure falls to about $175 billion because future data center leases shift from finance to operating treatment. Prior $190 billion level per CFO Dive; treat as Indicative. | Calendar year 2026 | $175bn | Reaffirmed |
| Capital expenditures | Full year FY2027 | Expected to grow year over year; no dollar range on the company page. DatacenterDynamics reports about $175 billion; not confirmed in primary source. | Introduced |
| Operating margin | Full year FY2027 | Down less than one point year over year, with double digit revenue and operating income growth | Introduced |
Orders and backlog
- Commercial remaining performance obligation. Excluding OpenAI, RPO grew 25 percent. About 30 percent recognized within 12 months; weighted average duration 2.3 years (duration and splits via DatacenterDynamics summary of the call).
Capacity and investment coming
- 2026Capex including finance leases, Q4 FY2026
- 2026Q1 FY2027 capex above $50 billion; calendar 2026 about $175 billion
- 202731 data centers and about 1 GW added in the quarter; plan to roughly double total capacity in two years
“Customer demand continues to exceed available capacity.”Amy Hood, Executive Vice President and Chief Financial Officer. 2026-07-29. Microsoft FY26 Q4 earnings call transcript
Advanced Analytics view for data center owners. Capex rises again in 2027, and power, not money, decides how fast capacity goes live. What would change it: Two or more hyperscalers cutting capex guidance in the same quarter.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Data center owners
Nebius Group

Nebius is selling AI capacity faster than it can energize it: it says all of 2027 could be sold today, and it is raising price per megawatt as it does.
| Q2 2026 |
|---|
| Revenue | $582m |
| Growth | +454.0% |
| Operating margin | -30.2% |
| Guidance | Reaffirmed |
| Tone | Confident |
2026 Q3: scheduled not yet held
AI and data centerChip and substrate supplyPermittingPower availability
The full read
What changed. Revenue rose 454 percent to 582 million dollars and ARR reached 3.0 billion at the end of June. The year end 2026 contracted power target rose to 5 GW from more than 4 GW. Customer commitments now exceed 40 billion dollars, and Q2 deals priced above 20 million dollars of revenue per MW with a payback of 1 year and 10 months, against a historical two to three years. All other 2026 guidance was reaffirmed.
Read across the chain. A 5 GW contracted target against at most 1 GW connected this year means Nebius is now a large buyer of powered land, on site generation and construction across a dozen US and European sites. The switch at Vineland to Bloom fuel cells is a direct signal that local grid and permitting friction is pushing AI clouds toward behind the meter power, which is a tailwind for fuel cell, gas engine and turbine suppliers.
“This was the quarter the market validated our strategy.”Arkady Volozh, Founder and Chief Executive Officer. 2026-08-12. Nebius Q2 2026 letter to shareholders
What would change the read. Connected power at year end below 800 MW, or the revenue per MW on new deals slipping back below 20 million dollars, would show that delivery or pricing rather than demand sets the ceiling on the 7 to 9 billion dollar ARR target.
Nebius reports second quarter 2026 financial results (press release PDF). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Annualized run rate revenue (ARR)Not printed in the company release; stated on the earnings call or in the company's slides. | End of 2026 | $7bn to $9bn | Reaffirmed |
| Group revenue | Full year 2026 | $3bn to $3.4bn | Reaffirmed |
| Group adjusted EBITDA margin | Full year 2026 | about 40% | Reaffirmed |
| Capex | Full year 2026 | $20bn to $25bn | Reaffirmed |
| Contracted powerSecuring power ahead of expectations | End of 2026 | 5,000 MW | Raised, from 4,000 MW |
| Connected power | Full year 2026 | 800 to 1,000 MW | Reaffirmed |
Orders and backlog
- Total company customer commitments. Customer commitments exceed 40 billion dollars per the shareholder letter. Deferred revenue on the balance sheet was 979.4 current and 4,995.8 non current at 30 June.
Capacity and investment coming
- 2026Year end 2026 contracted power target raised to 5 GW
- 20262026 capex 20 to 25 billion dollars
- 2027Deploy more than 1 GW a year from 2027
“we could sell today our entire 2027 capacity”Arkady Volozh, Founder and Chief Executive Officer. 2026-08-12. Nebius Q2 2026 earnings call transcript (third party hosted)
Advanced Analytics view for data center owners. Capex rises again in 2027, and power, not money, decides how fast capacity goes live. What would change it: Two or more hyperscalers cutting capex guidance in the same quarter.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Oracle is now delivering AI capacity at close to a gigawatt a quarter, and its customers are paying for much of it in advance.
| Q4 FY2026 | Q1 FY2027 |
|---|
| Revenue | $19.2bn | $19.3bn |
| Growth | +21.0% | +30.0% |
| Operating margin | 32.0% | 35.0% |
| Guidance | Introduced | Reaffirmed |
| Tone | Confident | Confident |
AI and data centerPower generation buildInput cost inflationPermittingPower availability
The full read
What changed. Oracle delivered 850 MW and more than 300,000 GPUs in the quarter, nearly triple Q4 deliveries. OCI revenue grew 121 percent. Capex was $28.5 billion, but customer prepayments of $11.4 billion cut the net cash outlay to $18.0 billion. FY2027 capex anchored at $90 to $95 billion gross. RPO rose to $664 billion, up $26 billion from Q4, with more than $30 billion of new AI cloud contracts.
Read across the chain. 850 MW in a quarter, with roughly 1 GW sites queued behind it, is a direct bill of materials signal for switchgear, transformers, cooling and on site generation. The New Mexico choice of Bloom fuel cells, with an air permit still pending, shows permitting of behind the meter gas generation is now on the critical path. A 20 percent renewal premium says scarcity pricing is reaching the AI capacity market.
“We delivered 850 megawatts of AI capacity containing more than 300,000 GPUs”Clay Magouyrk, Chief Executive Officer (co CEO with Mike Sicilia). 2026-09-10. Oracle Q1 FY2027 earnings call transcript (MarketBeat host)
What would change the read. A slip in New Mexico or Wisconsin timelines, capex tracking below $90 billion, or utilization falling from 97.9 percent would weaken the shortage read.
Form 8-K Exhibit 99.1, Oracle Announces Fiscal Year 2027 First Quarter Financial Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Capital expendituresMaxson: continue to anticipate $90 to $95 billion; prior range inferred from Q4 call net $70 billion plus $20 to $25 billion prepayments (Indicative). Not printed in the company release; stated on the earnings call or in the company's slides. | Full year FY2027, gross | $90bn to $95bn | Reaffirmed |
| Total revenueAt least $90 billion | Full year FY2027 | $90bn | Reaffirmed |
| Non GAAP EPSRelease states EPS to be at $8.10 | Full year FY2027 | $8.10 | Raised, from $8.05 |
| Total revenue growthCloud growth 65 to 71 percent USD | Q2 FY2027, USD | 30% to 34% | Introduced |
Orders and backlog
- Remaining performance obligations, total company. Up $209 billion year over year (growth percent derived, Indicative) and $26 billion from Q4; most new contracts via prepay
Capacity and investment coming
- 2026Abilene, Texas campus: 42 percent delivered, 35 percent more within 90 days, 115 MW online
- 2026More than 1.2 GW delivered to customers in FY2026; Q1 FY27 approaching 1 GW
- 2026850 MW of AI capacity delivered in the quarter, more than 300,000 GPUs
- 2027FY2027 net cash capex of about $70 billion
“We continue to anticipate $90 billion-$95 billion in CapEx for the full year”Hilary Maxson, Chief Financial Officer. 2026-09-10. Oracle Q1 FY2027 earnings call transcript (MarketBeat host)
Advanced Analytics view for data center owners. Capex rises again in 2027, and power, not money, decides how fast capacity goes live. What would change it: Two or more hyperscalers cutting capex guidance in the same quarter.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Argan's revenue is surging on gas plants already won while backlog keeps falling, so the next award announcements matter more than the next quarter's earnings.
| Q1 fiscal 2027 | Q2 fiscal 2027 |
|---|
| Revenue | $291m | $384m |
| Growth | +50.2% | +61.5% |
| Operating margin | 15.6% | 14.8% |
| Guidance | Not given | Not given |
| Tone | Confident | Measured |
AI and data centerDefense and rearmamentPower generation build
The full read
What changed. Record revenue of $384.0M rose 61.5 percent and Power revenue rose 53 percent to $301M at a 22 percent gross margin. Backlog fell to about $2.5B from $2.9B at 31 January 2026, a $411M decline over two quarters. Argan bought ValCor Communications in Connecticut for its Teledata segment. On 9 September it raised the dividend 40 percent to $0.70 per quarter.
Read across the chain. Two straight quarters of backlog burn at a gas plant EPC specialist, alongside a CEO describing unprecedented demand, suggests the bottleneck for new combined cycle projects sits upstream of the contractor, in owners securing turbines, interconnection and permits before they sign EPC. A 40 percent dividend raise signals management expects the next award wave rather than a demand gap.
“focused on capturing the right projects with the right partners in the right geographies”David Watson, President and Chief Executive Officer. 2026-09-02. Argan Q2 fiscal 2027 earnings release (8-K Exhibit 99.1)
What would change the read. If fiscal Q3 2027 (quarter ending 31 October 2026) backlog falls below about $2.2B with no named gas plant awards, award conversion is stalling, not just lagging.
Argan, Inc. reports second quarter fiscal 2027 results, Form 8-K Exhibit 99.1. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Financial guidance | Fiscal 2027 | Company does not issue guidance | Not given |
| Quarterly dividendConfidence in converting power generation demand into profitable work | Per share, from October 2026 payment | $0.70 | Raised, from $0.50 |
Orders and backlog
- Total company. About $2.5B, down $411M from $2.9B at 31 January 2026 and from $2.767B at 30 April 2026
Capacity and investment coming
- 2026New fabrication facility to support data center pressure vessel demand
- 2026Acquisition of ValCor Communications
- 2026Fabrication facility for data center vessels
“unprecedented demand for new dispatchable power generation”David Watson, President and Chief Executive Officer. 2026-09-09. Argan dividend increase press release (8-K Exhibit 99.1)
Advanced Analytics view for contractors. Revenue growth through 2027 is already in backlog. The risk is margin on fixed price work, not volume. What would change it: Backlog falling quarter on quarter at two or more contractors. Argan's has already fallen to about $2.5 billion.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Contractors
Comfort Systems USA

Comfort Systems added $3.8 billion of backlog in one quarter, more than its entire quarterly revenue, so its pipeline is still growing faster than it can build.
| Q2 2026 | Q3 2026 |
|---|
| Revenue | $3.3bn | $3.8bn |
| Growth | +50.3% | +53.7% |
| Operating margin | 17.1% | 16.6% |
| Guidance | Not given | Not given |
| Tone | Confident | Confident |
AI and data centerReshoring and industrial capexSkilled labor
The full read
What changed. Backlog jumped to $17.81B from $14.06B in June and $9.38B a year earlier. Revenue rose about 54 percent to $3.77B and diluted EPS about 69 percent to $13.91. Gross margin held at 24.8 percent while operating margin rose to 16.6 percent on SG&A leverage. Capex rose to $210.6M from $35.3M. CFO Bill George will retire after the 2026 10-K, succeeded by Chief Accounting Officer Julie Shaeff.
Read across the chain. Backlog that grows by more than a full quarter of revenue in one quarter, with capex now running near $200M a quarter, says customers, mostly technology per Q2 disclosures, are locking in mechanical and electrical contractors for 2027 builds. That is a forward demand signal for chillers, cooling distribution, switchgear and the trades that install them, and it raises the bar for any competitor bidding the same campuses.
“Relentless demand, together with our competence and reputation”Brian Lane, Chief Executive Officer. 2026-10-22. Comfort Systems USA Q3 2026 earnings release
What would change the read. If Q4 2026 backlog falls below $17.81B, or gross margin falls below 24 percent while capex stays elevated, the company is buying growth at lower returns rather than rationing capacity.
Comfort Systems USA Reports Third Quarter 2026 Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Revenue and EPS | Full year 2026 and 2027 | Qualitative outlook: organic growth through year end and in 2027 | Not given |
Orders and backlog
- Total company. Backlog versus $14.06B at 30 June 2026 and $9.38B at 30 September 2025 (growth computed by Advanced Analytics). Same store backlog $17.39B. Implied bookings exceed Q3 revenue by about $3.75B (Advanced Analytics reading).
Capacity and investment coming
- 2026Capital expenditures, Q2 2026
- 2026Acquisitions in first half 2026
- 2026Capital expenditures, Q3 2026
“we believe that through year end and for 2027 we are well-positioned to grow organically”Brian Lane, Chief Executive Officer. 2026-10-22. Comfort Systems USA Q3 2026 earnings release
Advanced Analytics view for contractors. Revenue growth through 2027 is already in backlog. The risk is margin on fixed price work, not volume. What would change it: Backlog falling quarter on quarter at two or more contractors. Argan's has already fallen to about $2.5 billion.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Data center work now makes up more than half of EMCOR's electrical revenue, and its backlog grew 44 percent in a year.
| Q2 2026 |
|---|
| Revenue | $5.2bn |
| Growth | +19.8% |
| Operating margin | 10.6% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-10-29
AI and data centerAftermarket and servicesResidential and commercial
The full read
What changed. Full year 2026 revenue guidance rose to $20.00B to $20.50B from $18.50B to $19.25B, operating margin to 9.5 to 9.8 percent from 9.0 to 9.4 percent, and diluted EPS to $32.00 to $33.25 from $28.25 to $29.75. Remaining performance obligations hit a record $17.14B, up 43.9 percent. The Network and Communications sector (where EMCOR reports data center work) reached 58 percent of US Electrical Q2 revenue, up from 50 percent, and 35 percent of US Mechanical, up from 22 percent.
Read across the chain. When a broad based building contractor like EMCOR gets more than half its electrical revenue and over a third of its mechanical revenue from network and communications work, data center fit out is absorbing the national pool of electricians, pipefitters and sheet metal workers, which raises labor cost for every other building sector. Upstream, it signals steady pull for switchgear, busway, chillers and cooling distribution equipment through 2027 as RPO converts.
“We had an exceptional second quarter, growing revenues nearly 20%”Tony Guzzi, Chairman, President and Chief Executive Officer. 2026-07-30. EMCOR Group Q2 2026 earnings release (8-K Exhibit 99.1)
What would change the read. If the Network and Communications share of US Electrical revenue falls back below 50 percent in Q3 2026, or RPO declines sequentially from $17.14B, data center demand at the fit out layer is cooling.
EMCOR Group, Inc. Reports Second Quarter 2026 Results, Form 8-K Exhibit 99.1. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| RevenueStrong first half and record RPO | Full year 2026 | $20bn to $20.5bn | Raised, from $18.5bn to $19.2bn |
| Operating marginQ2 operating margin of 10.6 percent | Full year 2026 | 9.5% to 9.8% | Raised, from 9% to 9.4% |
| Diluted EPSAs above | Full year 2026 | $32.00 to $33.25 | Raised, from $28.25 to $29.75 |
Orders and backlog
- Total company remaining performance obligations. Record RPO, up from $11.91B. Segment and sector RPO not quantified in the release; largest growth in Network and Communications, Water and Wastewater, Institutional and Healthcare.
Capacity and investment coming
- 2026Acquisitions in first half 2026
Advanced Analytics view for contractors. Revenue growth through 2027 is already in backlog. The risk is margin on fixed price work, not volume. What would change it: Backlog falling quarter on quarter at two or more contractors. Argan's has already fallen to about $2.5 billion.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
MasTec's backlog is turning toward power and data centers so fast that communications cuts barely dent the raised guide.
| Q2 2026 |
|---|
| Revenue | $4.4bn |
| Growth | +23.4% |
| Operating margin | 5.2% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-10-30
AI and data centerEnergy transitionGrid and transmissionLNG and gas infrastructureResidential and commercialPermittingTariffs and trade
The full read
What changed. Full year 2026 revenue guidance rose to $18.2B from $17.5B, adjusted EBITDA to $1.6B from $1.5B and adjusted EPS to $9.30 from $8.79, while GAAP EPS guidance fell to $6.20 from $6.77 on acquisition costs. MasTec closed The Superior Group, about 3,000 people, its largest acquisition ever. 18 month backlog hit a record $21.39B, up 30.0 percent, with Clean Energy and Infrastructure up 58.3 percent.
Read across the chain. About $2.5B of mission critical backlog booked in two quarters, most of it billing in 2027, signals that hyperscale campus electrical work is still being awarded faster than it is being executed, which supports 2027 demand for medium voltage gear, cable and transformers. The pipeline book to bill of 1.7 points to gas lateral and power plant supply lines feeding new generation.
“we are seeing unprecedented demand across our business”Jose R. Mas, Chief Executive Officer. 2026-07-31. MasTec Q2 2026 earnings call transcript (third party, Earnings Whispers)
What would change the read. If Q3 2026 18 month backlog excluding Superior falls below the $21.39B June level, or mission critical awards stop being cited, the data center pivot is stalling.
MasTec Reports Second Quarter 2026 Results and Updates Full Year 2026 Financial Guidance, Form 8-K Exhibit 99.1. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| RevenueQ2 outperformance and Superior acquisition, partly offset by communications delays | Full year 2026 | $18.2bn | Raised, from $17.5bn |
| Adjusted EBITDAAs above; margin 8.8 percent versus 8.6 percent prior | Full year 2026 | $1.6bn | Raised, from $1.5bn |
| Adjusted diluted EPSAs above | Full year 2026 | $9.30 | Raised, from $8.79 |
| GAAP diluted EPSNot explained in the release; consistent with acquisition related charges and amortization (Advanced Analytics reading) | Full year 2026 | $6.20 | Lowered, from $6.77 |
| RevenueQuarterly guide; adjusted EBITDA $482M, adjusted EPS $2.98 | Q3 2026 | $4.9bn | Introduced |
Orders and backlog
- Total company. Record; up 5.2 percent sequentially from $20,328M. 18 month backlog is a company defined measure, not RPO. Excludes Superior, which closed after quarter end.
Capacity and investment coming
- 2026Acquisition of The Superior Group
“we are seeing unprecedented demand across our business”Jose R. Mas, Chief Executive Officer. 2026-07-31. MasTec Q2 2026 earnings call transcript (third party, Earnings Whispers)
Advanced Analytics view for contractors. Revenue growth through 2027 is already in backlog. The risk is margin on fixed price work, not volume. What would change it: Backlog falling quarter on quarter at two or more contractors. Argan's has already fallen to about $2.5 billion.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
MYR's commercial and industrial side has overtaken transmission as the growth engine, and it just paid $328 million to make it bigger.
| Q2 2026 |
|---|
| Revenue | $1.1bn |
| Growth | +20.1% |
| Operating margin | 6.3% |
| Guidance | Not given |
| Tone | Measured |
2026 Q3: scheduled not yet held, 2026-10-29
AI and data centerGrid and transmissionReshoring and industrial capexElectrician and trades laborPermitting
The full read
What changed. C&I revenue rose $163.6M to $557.7M and now exceeds T&D ($524.0M). Gross margin rose to 13.2 percent from 11.5 percent and diluted EPS nearly doubled to $3.17. Backlog hit a record $3.16B, up 19.6 percent. The Valley Electric and Comet Electric acquisition closed July 1 for $328M initial cash.
Read across the chain. Large transmission awards are being signed now for construction in the second half of 2027 and 765 kV work in 2028 and beyond, so contractors are reserving crews years ahead of the steel, conductor and transformer deliveries. In C&I, data centers are one of several markets rather than the dominant one, which spreads MYR's exposure but also means it competes with larger electrical contractors on hyperscale work.
“we're starting to see a lot of markets tighten up a little bit.”Rick Swartz, President and Chief Executive Officer. 2026-07-30. MYR Group Q2 2026 earnings call transcript (third party, Webull)
What would change the read. If C&I backlog falls below $1.89B at a later quarter end after including Valley and Comet, or the C&I margin drops below the 6 percent floor, the C&I growth engine thesis fails.
MYR Group Inc. Announces Second-Quarter and First-Half 2026 Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| T&D operating marginCEO expects the midrange, per the call transcript; prior range not independently confirmed in a fetched primary document. Not printed in the company release; stated on the earnings call or in the company's slides. | Full year 2026 | 8% to 11% | Reaffirmed |
| C&I operating marginCEO expects the mid part of the range, per the call transcript | Full year 2026 | 6% to 9% | Reaffirmed |
| Revenue and EPS | Full year 2026 | Company does not issue revenue or EPS guidance | Not given |
Orders and backlog
- Total company. Record backlog, up $518.4M from $2.64B a year earlier and up from $2.84B at March 31, 2026. RPO split not provided in the release. Excludes Valley and Comet, which closed July 1.
Capacity and investment coming
- 2026Acquisition of Valley Electric and Comet Electric
“well positioned to deliver continued growth and create long-term value for our shareholders”Rick Swartz, President and Chief Executive Officer. 2026-07-29. MYR Group Q2 and first half 2026 results release
Advanced Analytics view for contractors. Revenue growth through 2027 is already in backlog. The risk is margin on fixed price work, not volume. What would change it: Backlog falling quarter on quarter at two or more contractors. Argan's has already fallen to about $2.5 billion.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Contractors
Primoris Services

Six solar projects wiped out a quarter of earnings while gas generation and data center bookings pushed backlog to a record.
| Q2 2026 |
|---|
| Revenue | $1.7bn |
| Growth | -10.7% |
| Operating margin | -1.6% |
| Guidance | Lowered |
| Tone | Defensive |
2026 Q3: scheduled not yet held, 2026-11-04
AI and data centerEnergy transitionGrid and transmissionPower generation build
The full read
What changed. Primoris swung to a $24.2M net loss and an Energy segment gross margin of negative 0.3 percent after cost overruns on six utility scale solar projects. On 22 June it cut full year adjusted EPS guidance to $2.05 to $2.60 from $4.80 to $5.00 and adjusted EBITDA to $275M to $325M from $480M to $500M, and the COO left. Total backlog nonetheless rose to a record $13.86B on about $2.0B of Energy awards in natural gas generation, industrial and electric construction. It bought PayneCrest, a data center electrical contractor, for about $404.7M net.
Read across the chain. A contractor booking about $2.0B of gas generation and industrial work in one quarter while its solar book loses money says EPC capacity is rotating from utility scale solar toward gas plants and data center electrical, which tightens contractor availability for combined cycle builds and adds demand for turbines, transformers and switchgear on those sites. Fixed price solar risk is now visibly priced into EPC bids.
“Primoris delivered record bookings and achieved the highest total backlog in our history”Koti Vadlamudi, President and Chief Executive Officer. 2026-08-04. Primoris Q2 2026 earnings release (8-K Exhibit 99.1)
What would change the read. If the sixth solar project slips past Q4 2026 or Energy gross margin stays below the 6 percent floor in Q3, the overruns are not contained; if Energy backlog falls below $6.19B, the gas generation rotation is not converting.
Primoris Services Corporation Reports Second Quarter 2026 Results, Form 8-K Exhibit 99.1. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Adjusted EPSAdditional cost overruns and delays on six renewables projects (22 June update), maintained on 4 August | Full year 2026 | $2.05 to $2.60 | Lowered, from $4.80 to $5.00 |
| Adjusted EBITDAAs above | Full year 2026 | $275m to $325m | Lowered, from $480m to $500m |
| Diluted EPS (GAAP)As above | Full year 2026 | $1.30 to $1.85 | Lowered, from $4.05 to $4.25 |
| Utilities gross marginTarget as stated in the Q2 release; prior range not shown | Full year 2026 | 10% to 12% | Reaffirmed |
| Energy gross marginTarget as stated in the Q2 release; prior range not shown | Full year 2026 | 6% to 8% | Reaffirmed |
Orders and backlog
- Total company. Record. Up from $11,945.3M at 31 December 2025; year ago figure not in the release. CEO cited record bookings.
- Energy segment awards. About $2.0B of Q2 awards focused on natural gas generation, industrial and electric construction, per the 22 June update
Capacity and investment coming
- 2026Acquisition of PayneCrest
“we believe the challenges impacting our 2026 results are increasingly behind us.”Koti Vadlamudi, President and Chief Executive Officer. 2026-09-28. Primoris business update press release, 28 September 2026
Advanced Analytics view for contractors. Revenue growth through 2027 is already in backlog. The risk is margin on fixed price work, not volume. What would change it: Backlog falling quarter on quarter at two or more contractors. Argan's has already fallen to about $2.5 billion.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Contractors
Quanta Services

Quanta is buying its way into the data center fence line faster than it can book the utility megaprograms that will follow.
| Q2 2026 |
|---|
| Revenue | $9.6bn |
| Growth | +41.1% |
| Operating margin | 7.3% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-10-29
AI and data centerGrid and transmissionLNG and gas infrastructurePower generation buildElectrician and trades laborPermittingSwitchgear lead time
The full read
What changed. Full year revenue guidance jumped from $34.7B to $35.2B to $39.3B to $39.7B and adjusted EPS from $13.55 to $14.25 to $16.45 to $16.95. Total backlog reached a record $53.4B, up 49.1 percent, and RPO rose 75.1 percent to $33.6B. Four acquisitions (Phalcon, Enerfab, Percheron, PSD Global) added about 7,400 employees for roughly $1.24B upfront.
Read across the chain. A 220 to 240 percent jump in Technology and Load Centers revenue means hyperscale campuses are now buying electrical balance of plant from utility contractors, which pulls forward demand for medium voltage switchgear, transformers and breakers that Quanta is now partly self-supplying through the Hyosung HICO JV. Upstream, it points to more breaker and transformer orders from Quanta-led programs; downstream, utilities with large load tariffs (NiSource) are converting load growth into multi-year generation and grid awards.
“we are significantly increasing our full-year 2026 financial expectations across all metrics”Duke Austin, President and Chief Executive Officer. 2026-07-30. Quanta Services Q2 2026 earnings release (8-K Exhibit 99.1)
What would change the read. If Q3 2026 Electric backlog falls below $43.8B, or the NiSource program is still largely excluded from backlog by year end 2026, the utility megaprogram leg of the thesis is slipping and growth is mostly acquired.
Quanta Services Reports Second Quarter 2026 Results, Form 8-K Exhibit 99.1. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| RevenueFirst half outperformance, back half visibility and acquisitions expected to add $1.2B to $1.4B of revenue | Full year 2026 | $39.3bn to $39.7bn | Raised, from $34.7bn to $35.2bn |
| Adjusted diluted EPSHigher volume and margins across segments | Full year 2026 | $16.45 to $16.95 | Raised, from $13.55 to $14.25 |
| Adjusted EBITDAOrganic outperformance plus $120M to $140M from acquisitions | Full year 2026 | $4.1bn to $4.2bn | Raised, from $3.5bn to $3.6bn |
| Free cash flowHigher operating cash flow | Full year 2026 | $2bn to $2.5bn | Raised, from $1.6bn to $2bn |
| Diluted EPS (GAAP)As above | Full year 2026 | $11.41 to $11.92 | Raised, from $9.17 to $9.87 |
| Electric segment operating marginCompany describes segment expectations as increased; prior range not disclosed in the Q2 summary | Full year 2026 | 10.5% to 10.75% | Raised |
| Underground and Infrastructure operating marginPrior range not disclosed in the Q2 summary | Full year 2026 | 8.75% to 9% | Raised |
Orders and backlog
- Total company. Record backlog. Total RPO $33,554.2M, up 75.1 percent. 12 month backlog $32,314.2M, up 61.2 percent. Excludes a significant majority of the NiSource program.
- Electric RPO. RPO versus $17,963.2M a year earlier; growth computed by Advanced Analytics.
Capacity and investment coming
- 2026Four acquisitions: Phalcon, Enerfab, Percheron, PSD Global
- 2026Net capital expenditures guidance
“Large multi-year build programs for large load facilities are meaningfully expanding Quanta's addressable market.”Quanta Services (company document), Operational and financial commentary. 2026-07-30. Quanta Services Q2 2026 Operational and Financial Summary
Advanced Analytics view for contractors. Revenue growth through 2027 is already in backlog. The risk is margin on fixed price work, not volume. What would change it: Backlog falling quarter on quarter at two or more contractors. Argan's has already fallen to about $2.5 billion.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Contractors
Sterling Infrastructure

Sterling has become a data center site and electrical contractor that happens to still build some roads.
| Q2 2026 |
|---|
| Revenue | $1.2bn |
| Growth | +90.0% |
| Operating margin | 18.8% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held
AI and data centerGrid and transmissionResidential and commercialSemiconductor fab buildSkilled labor
The full read
What changed. E-Infrastructure Solutions revenue rose 192 percent to $905.0M, 78 percent of the company, with mission critical work (data centers, manufacturing, semiconductor) at 92 percent of that segment's backlog. Full year 2026 revenue guidance rose to $4.00B to $4.15B from $3.70B to $3.80B and adjusted EPS to $19.70 to $20.30 from $18.40 to $19.05. Sterling closed Stone Ridge Contracting on 1 June for $178.0M total consideration. Transportation revenue fell 20 percent as resources shift to E-Infrastructure.
Read across the chain. Sterling prepares the pads, does site utilities and now the electrical work on data center campuses. A 165 percent jump in signed backlog for that work, plus $1.4B of later phases, means campuses are queuing site work well ahead of the electrical gear. That gives roughly a 12 to 24 month lead signal for switchgear, transformer and cooling deliveries to the same sites. The shift away from Transportation also means a highway contractor's crews and equipment are moving into data center sitework.
“Demand across our end markets remains strong”Joe Cutillo, Chief Executive Officer. 2026-08-03. Sterling Infrastructure Q2 2026 earnings release (8-K Exhibit 99.1)
What would change the read. If mission critical falls below about 85 percent of E-Infrastructure backlog, or E-Infrastructure signed backlog falls sequentially from $3.31B, data center sitework demand is peaking.
Sterling Infrastructure Q2 2026 results, Form 8-K Exhibit 99.1. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| RevenueE-Infrastructure strength and Stone Ridge acquisition | Full year 2026 | $4bn to $4.2bn | Raised, from $3.7bn to $3.8bn |
| Adjusted diluted EPSAs above | Full year 2026 | $19.70 to $20.30 | Raised, from $18.40 to $19.05 |
| Adjusted EBITDAAs above | Full year 2026 | $891m to $916m | Raised, from $843m to $873m |
| Diluted EPSAs above | Full year 2026 | $17.25 to $17.85 | Raised, from $16.50 to $17.15 |
| Gross marginShown in the Q2 presentation; prior range not established | Full year 2026 | 25% to 25.5% | Not given |
| Capital expendituresShown in the Q2 presentation; prior range not established | Full year 2026 | $130m to $140m | Not given |
Orders and backlog
- Total company contractual backlog. 50 percent organic growth. Book to burn 1.4 times excluding Stone Ridge. Up from $3,010.9M at year end 2025.
- Combined backlog including unsigned awards. Includes $1.28B of unsigned awards, $1.24B of which came from CEC and Stone Ridge; 36 percent organic growth.
Capacity and investment coming
- 2026Acquisition of Stone Ridge Contracting, LLC
- 20262026 capital expenditures guidance
“2026 will be another exceptional year for Sterling”Joe Cutillo, Chief Executive Officer. 2026-08-03. Sterling Infrastructure Q2 2026 earnings release (8-K Exhibit 99.1)
Advanced Analytics view for contractors. Revenue growth through 2027 is already in backlog. The risk is margin on fixed price work, not volume. What would change it: Backlog falling quarter on quarter at two or more contractors. Argan's has already fallen to about $2.5 billion.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Utilities and power
American Electric Power

AEP signed 15 GW of new load in one quarter and answered with a $100 billion plan and a faster earnings path.
| Q2 2026 | Q3 2026 |
|---|
| Revenue | $5.4bn | $6.8bn |
| Growth | +7.0% | +13.7% |
| Operating margin | Not stated | Not stated |
| Guidance | Raised | Raised |
| Tone | Confident | Confident |
AI and data centerGrid and transmissionReshoring and industrial capexTariffs and tradeTransformer lead time
The full read
What changed. AEP signed 15 GW of new load commitments in Q3, lifting expected incremental contracted load to 84 GW by 2031. It rolled forward a $100 billion five year capital plan for 2027 to 2031 (up from $78 billion for 2026 to 2030), with rate base reaching $162 billion by 2031 at a 13%+ CAGR. Long term operating EPS growth moved to 9% to 11% from 7% to 9%, and 2027 and 2028 guidance was introduced.
Read across the chain. $37 billion of transmission and $36 billion of generation over five years, against a release that names large power transformer lead times as a risk, makes AEP a primary source of extra high voltage transformer, breaker and turbine demand through 2031. The 13%+ rate base CAGR is among the fastest in the large cap group and depends on equipment arriving on time.
“AEP is entering our next phase of growth from a position of strength”Bill Fehrman, Chairman, President and Chief Executive Officer. 2026-10-28. AEP Q3 2026 earnings release (8-K Exhibit 99.1); no free transcript available
What would change the read. A cut to the 84 GW contracted figure on a future call, or AEP disclosing that transformer or turbine delivery dates push in service dates beyond 2031.
AEP reports third-quarter 2026 earnings (8-K Exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Operating EPSNow expected at or above the high end of the prior range. | Full year 2026 | $6.55 | Raised, from $6.25 to $6.55 |
| Operating EPSNew five year plan. | Full year 2027 | $6.75 to $7.05 | Introduced |
| Operating EPSNew five year plan. | Full year 2028 | $7.40 to $7.70 | Introduced |
| Operating EPS growthPrior range covered through 2030; new range on rolled forward plan. | Annual 2027 through 2031 | 9% to 11% | Raised, from 7% to 9% |
| Capital expendituresContracted load growth to 84 GW; periods differ by one year. | Five years (prior 2026 to 2030, new 2027 to 2031) | $100bn | Raised, from $78bn |
Orders and backlog
- Incremental contracted load. Horizon moved from 2030 to 2031 with the plan roll forward.
Capacity and investment coming
- 2030Five year capital plan
- 2031Gas turbines secured
- 2031Five year capital plan 2027 to 2031
- 2031Transmission share of plan
“our $78 billion capital plan does not anticipate this magnitude of load growth.”Trevor Mihalik, Executive Vice President and Chief Financial Officer. 2026-07-30. AEP Q2 2026 earnings call (automated transcript)
Advanced Analytics view for utilities and power. Earnings guidance stays steady while capital plans step up as large load contracts are signed. What would change it: More utilities cutting their large load pipelines the way Exelon cut its from 43 GW to 36 GW, or regulators rejecting large load tariffs.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Utilities and power
BWX Technologies

BWXT's backlog is now national security work locked in for years, so a soft bookings quarter barely matters.
| Q2 2026 |
|---|
| Revenue | $902m |
| Growth | +18.0% |
| Operating margin | 12.7% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-02
Defense and rearmamentNuclear restart and new buildCasting and forging capacityElectrician and trades labor
The full read
What changed. Revenue rose 18 percent to US$901.6 million, with Commercial Operations up 72 percent (33 percent organic) on components, field services, fuel handling and the Kinectrics acquisition. Backlog reached US$8.4 billion, up 40 percent, but quarterly bookings fell 60 percent to US$648.9 million against a large prior year Government award. Guidance was raised across revenue, EBITDA, EPS and free cash flow. BWXT agreed to sell most of its medical business to Nordic Capital for US$750 million base consideration and closed the Precision Components Group acquisition on 1 July.
Read across the chain. Downstream, a fixed naval cadence of two Virginias, one Columbia and a shortened carrier interval locks BWXT's reactor plants in for a decade. Upstream, BWXT is one of the few domestic sources of HALEU and TRISO fuel and of large nuclear components, so its decision to wait for orders before building TRISO and East Coast component capacity sets the pace for microreactor and SMR developers. Utilities, per the CEO, are waiting for government backed SPV structures before committing to new plants.
“Demand for new nuclear solutions is remarkably deep and broad”Rex D. Geveden, President and Chief Executive Officer. 2026-08-03. BWX Technologies second quarter 2026 earnings release
What would change the read. If Government bookings stay below revenue for several more quarters and backlog starts to shrink, the multiyear lock in is overstated. If BWXT selects an East Coast component site or commits TRISO capex before a firm order, the demand read is stronger than management's caution implies. A missed 2026 prototype centrifuge delivery would undercut the enrichment option.
BWX Technologies Reports Second Quarter 2026 Results (Form 8-K Exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| RevenueFirst half strength, PCG contribution and confidence in second half (prior was above US$3.75 billion; new is about US$3.8 billion). | Full year 2026 | $3.8bn | Raised |
| Adjusted EBITDAMostly organic per CFO. | Full year 2026 | $662m to $672m | Raised, from $650m to $665m |
| Non-GAAP EPSFirst half outperformance. | Full year 2026 | $4.70 to $4.80 | Raised, from $4.60 to $4.75 |
| Free cash flowRaised US$30 million per CFO. | Full year 2026 | $345m to $360m | Raised, from $315m to $330m |
| Commercial Operations adjusted EBITDA marginUS capacity and Canadian investments. | Full year 2026 | about 13% | Lowered, from about 14% |
| Government Operations adjusted EBITDA marginStated as raised on the call; prior level not read. | Full year 2026 | about 20.5% | Raised |
Orders and backlog
- Total company. Quarterly book to bill derived (Indicative). CFO cited trailing twelve month book to bill of 1.7 times. Prior year quarter carried US$1.41 billion of Government bookings.
Capacity and investment coming
- 2026Precision Components Group acquisition closed, establishing a US footprint in commercial nuclear component manufacturing; most revenue tied to naval nuclear propulsion
- 2026Capex guidance about 6 percent of sales in 2026, approaching 7 percent in future years
“we are on schedule to deliver an operational prototype centrifuge this year”Rex D. Geveden, President and Chief Executive Officer. 2026-08-03. BWX Technologies second quarter 2026 earnings call transcript (Webull)
Advanced Analytics view for utilities and power. Earnings guidance stays steady while capital plans step up as large load contracts are signed. What would change it: More utilities cutting their large load pipelines the way Exelon cut its from 43 GW to 36 GW, or regulators rejecting large load tariffs.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Utilities and power
Cameco

Cameco is selling less uranium on purpose and waiting for the long term price to come to it.
| Q2 2026 |
|---|
| Revenue | C$814m |
| Growth | -7.0% |
| Operating margin | Not stated |
| Guidance | Reaffirmed |
| Tone | Measured |
2026 Q3: scheduled not yet held, 2026-10-30
Commodity prices and volumesNuclear restart and new buildPermittingTariffs and trade
The full read
What changed. Revenue fell 7 percent and adjusted EBITDA fell 42 percent to C$391 million because Cameco delivered 7.1 million lb against 8.7 million lb a year earlier and Westinghouse lapped a 2025 Dukovany payment. Realized uranium price rose 18 percent to US$67.79 per lb. Production fell 15 percent to 3.9 million lb on spring road conditions and unplanned disruptions at Key Lake, McArthur River and, after quarter end, Cigar Lake. The production outlook was held at 19.5 to 21.5 million lb. The Cigar Lake ownership increase closed in July, taking Cameco to 57.4 percent.
Read across the chain. Cameco's uncommitted lbs in 2029 and 2030 are the lever: utilities that have not covered the next decade face a supplier that will not sell at spot. Upstream, mine disruptions and a Kazakhstan delivery shortfall tighten an already thin primary supply. Downstream, Westinghouse AP1000 orders would pull on Cameco's conversion and fabrication and on Centrus and Urenco enrichment.
“Our second quarter financial results reflect normal quarterly variability”Tim Gitzel, President and Chief Executive Officer. 2026-07-31. Cameco 2026 second quarter results news release
What would change the read. If the long term price indicator falls back below US$85 per lb, or Cameco's 2029 to 2030 commitments rise sharply at fixed prices before the long term price improves, the patient contracting thesis is wrong. If JV Inkai deliveries to Cameco finish 2026 well short of 4.2 million lb, the supply risk story strengthens.
Cameco Reports 2026 Second Quarter Results (Form 6-K Exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Uranium production (Cameco share)Held despite Q2 and post quarter disruptions at Key Lake, McArthur River and Cigar Lake. | Full year 2026 | 19.5 to 21.5 million lb U3O8 | Reaffirmed |
| Fuel services production | Full year 2026 | 13 to 14 million kgU | Reaffirmed |
| Consolidated revenueCompany says outlook was updated for a higher UxC spot price and revised exchange rate assumption. Direction recorded as Raised on that basis; the prior range was not read (Indicative). | Full year 2026 | C$3.3bn to C$3.6bn | Raised |
| Uranium average realized priceHigher UxC spot price; prior range not read (Indicative). | Full year 2026 | C$91 to C$96 | Raised |
| Uranium deliveriesNot stated; release ties lower Q2 deliveries to lower planned 2026 sales. | Full year 2026 | 29 to 32 million lb U3O8 | Reaffirmed |
| Consolidated capital expendituresRange read in MD&A; change versus prior not established. | Full year 2026 | C$490m to C$540m | Not given |
| Westinghouse adjusted EBITDA (Cameco 49 percent share)Range read in MD&A; change versus prior not established. | Full year 2026 | $370m to $430m | Not given |
Orders and backlog
- Uranium long term contract portfolio. Average annual committed deliveries over 28 million lb for 2026 to 2030, above average in 2026 to 2028 and below average in 2029 to 2030. Volumes contracted in the quarter were not disclosed in the documents read.
Capacity and investment coming
- 2026Closed purchase, with Orano, of TEPCO Resources' 5 percent interest in Cigar Lake; Cameco ownership to 57.4 percent
- 20262026 consolidated capex guidance C$490 to C$540 million
“we continue to be patient and selective in committing supply”Tim Gitzel, President and Chief Executive Officer. 2026-07-31. Cameco 2026 second quarter results news release
Advanced Analytics view for utilities and power. Earnings guidance stays steady while capital plans step up as large load contracts are signed. What would change it: More utilities cutting their large load pipelines the way Exelon cut its from 43 GW to 36 GW, or regulators rejecting large load tariffs.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Utilities and power
Centrus Energy

Centrus has the cash and the customers to build Piketon; what it does not yet have is Washington's money for the HALEU cascade.
| Q2 2026 |
|---|
| Revenue | $176m |
| Growth | +14.0% |
| Operating margin | Not stated |
| Guidance | Reaffirmed |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-05
Defense and rearmamentNuclear restart and new buildSkilled laborTariffs and trade
The full read
What changed. Revenue rose 14 percent to US$176.1 million as LEU segment revenue rose 22 percent, helped by US$53.4 million of uranium sales that did not occur a year earlier, while SWU revenue fell to US$100.0 million on 23 percent lower SWU volume. Average SWU price rose 3 percent but unit cost rose 13 percent, so gross profit slipped to US$49.9 million. Centrus signed a US$900 million HALEU enrichment award contract with DOE, chose Geiger Brothers as Piketon construction contractor and raised its 2026 Piketon hiring target to at least 175 from 100. The DOE proposed FY2027 budget does not fund the HALEU cascade, and DOE does not currently intend to exercise further options.
Read across the chain. Upstream, Centrus's Piketon build is the main US domestic enrichment addition outside Urenco USA, and its HALEU output is the fuel gate for Oklo, X-energy, TerraPower and other advanced reactor developers. Downstream, US utilities that relied on Russian SWU face a ban and a seller's market; Centrus's own margin squeeze (price up 3 percent, cost up 13 percent) shows that the import side of its business is getting more expensive, not cheaper, while it builds.
“full-execution mode for our centrifuge manufacturing and expansion programs”Amir Vexler, President and Chief Executive Officer. 2026-08-05. Centrus second quarter 2026 earnings release (Form 8-K Exhibit 99.1)
What would change the read. If Congress funds the HALEU cascade in FY2027 appropriations despite the DOE request, the US$0.8 billion Technical Solutions backlog is secured and the Washington risk recedes. If the Certified for Construction package or first Oak Ridge centrifuge slips past year end 2026, or the US$2.4 billion of definitive contingent contracts fails to convert as milestones are met, the Piketon timeline is at risk.
Centrus Reports Second Quarter 2026 Results (Form 8-K Exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| RevenueRelease does not state the prior range; third party summaries describe it as unchanged. Recorded as Reaffirmed (Indicative). | Full year 2026 | $450m to $500m | Reaffirmed |
| Capital deploymentCentrifuge manufacturing build out; prior range not read in primary document (Indicative). | Full year 2026 | $350m to $500m | Reaffirmed |
| Piketon net new hiresExpansion build out. | Full year 2026 | 175 employees | Raised, from 100 employees |
Orders and backlog
- Total company. Backlog extends through 2040. In addition, contingent LEU and HALEU sales commitments of about US$3.0 billion, of which US$2.4 billion under definitive agreements, mostly dependent on Piketon capacity milestones.
Capacity and investment coming
- 20262026 capital deployment guidance US$350 to US$500 million for centrifuge manufacturing build out
“full-execution mode for our centrifuge manufacturing and expansion programs”Amir Vexler, President and Chief Executive Officer. 2026-08-05. Centrus second quarter 2026 earnings release (Form 8-K Exhibit 99.1)
Advanced Analytics view for utilities and power. Earnings guidance stays steady while capital plans step up as large load contracts are signed. What would change it: More utilities cutting their large load pipelines the way Exelon cut its from 43 GW to 36 GW, or regulators rejecting large load tariffs.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Utilities and power
Constellation Energy

Constellation keeps signing nuclear contracts at 15 to 20 year tenors, but the customers stay unnamed and the regulatory rules for colocation will not settle until 2027.
| Q2 2026 |
|---|
| Revenue | $7.5bn |
| Growth | +23.0% |
| Operating margin | Not stated |
| Guidance | Raised |
| Tone | Measured |
2026 Q3: scheduled not yet held, 2026-11-09
AI and data centerCommodity prices and volumesNuclear restart and new buildResidential and commercialGrid interconnection queuePower availability
The full read
What changed. Adjusted operating EPS rose to $2.55 from $1.91 on the Calpine addition and stronger PJM capacity prices, partly offset by more nuclear outages. Full year 2026 guidance was raised to $11.50 to $12.50 from $11.00 to $12.00. The company signed 920 MW of long term PPAs, including a first nuclear PPA with Walmart, and agreed to sell the 606 MW Brazos Valley gas plant in ERCOT to LS Power for $860M. NRC approved Crane's fuel licensing amendment.
Read across the chain. Contracts start 2029 to 2032, so the near term chain effect is in nuclear fuel, uprate equipment and life extension work rather than new reactors; management said new nuclear is not imminent. The Brazos Valley price of about $1,420 per kW for an existing gas plant sets a marker for what buyers pay versus new build gas turbine costs. ERCOT price softness from storage ahead of load is a read for every Texas merchant generator.
“The worst thing for deal execution is ambiguity and uncertainty.”Joe Dominguez, Chairman, President and Chief Executive Officer. 2026-08-06. Constellation Energy Q2 2026 earnings call transcript (Earnings Whispers republication)
What would change the read. Disclosure of a named hyperscaler contract of 1 GW or more, or a FERC colocation order before the first half 2027, would turn the measured tone into a contracting wave; conversely, a further slip at Crane past 2027 would undercut the restart pipeline.
Constellation Reports Second Quarter 2026 Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Adjusted operating EPSBenefits of the expanded platform (Calpine), operational execution and disciplined capital allocation, per CFO. Not printed in the company release; stated on the earnings call or in the company's slides. | Full year 2026 | $11.50 to $12.50 | Raised, from $11.00 to $12.00 |
Orders and backlog
- Long term PPAs signed in quarter. 15 to 20 years, average about 18.5 years, start 2029 to 2032; about 30% of clean baseload now contracted.
Capacity and investment coming
- 2026Sale of Brazos Valley Energy Center (606 MW gas, ERCOT) to LS Power
- 2027Crane Clean Energy Center restart; FERC approved transfer of Eddystone 3 and 4 interconnection rights; NRC fuel license amendment approved
- 2049License renewal applications for Ginna and Nine Mile Point Unit 1 to 2049 (Not committed (NRC review))
“We have a peak capacity concern, not an energy concern.”Joe Dominguez, Chairman, President and Chief Executive Officer. 2026-08-06. Constellation Energy Q2 2026 earnings call transcript (Earnings Whispers republication)
Advanced Analytics view for utilities and power. Earnings guidance stays steady while capital plans step up as large load contracts are signed. What would change it: More utilities cutting their large load pipelines the way Exelon cut its from 43 GW to 36 GW, or regulators rejecting large load tariffs.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Utilities and power
Dominion Energy

Dominion has 12 GW of data centers under contract while its offshore wind farm, not demand, sets the risk on the stock.
| Q2 2026 |
|---|
| Revenue | $4.5bn |
| Growth | +17.6% |
| Operating margin | Not stated |
| Guidance | Reaffirmed |
| Tone | Measured |
2026 Q3: scheduled not yet held, 2026-10-30
AI and data centerEnergy transitionPower generation buildPower availabilitySkilled laborTariffs and trade
The full read
What changed. Dominion's data center pipeline reached about 53 GW in various stages of contracting, with about 12 GW under electric service agreements and over 5 GW added since year end. The Coastal Virginia Offshore Wind (CVOW) final turbine installation slipped six months and the cost estimate rose about 2% to $11.65 billion, including $228 million of tariff costs. Dominion is being acquired by NextEra Energy, with Virginia hearings from 17 November 2026.
Read across the chain. A 12 GW contracted Northern Virginia load and nearly 5 GW of new combined cycle make Dominion a buyer of heavy duty gas turbines and 500 kV class transmission equipment. The data center ride through event on a transmission fault is a specific signal of demand for grid stability equipment and customer side protection settings, even though management saw no need for significant new grid investment.
“I'm confident in the updated timeline.”Bob Blue, Chair, President and Chief Executive Officer. 2026-07-31. Dominion Energy Q2 2026 earnings call (automated transcript)
What would change the read. Another CVOW schedule slip or cost increase beyond $11.65 billion, or a Virginia SCC finding on the merger that delays closing past 2027.
Dominion Energy second-quarter 2026 earnings release (8-K Exhibit 99). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Operating EPSAll Q4 2025 guidance reaffirmed. | Full year 2026 | $3.45 to $3.69 | Reaffirmed |
| CVOW project cost estimateAbout 2% increase, including $228 million of tariff costs; final turbine delayed six months. | Total project | $11.7bn | Raised |
Orders and backlog
- Data center capacity under electric service agreements. Over 5 GW, roughly 11%, added since year end 2025. Stage breakdown beyond ESAs not given on the call. Not printed in the company release; stated on the earnings call or in the company's slides.
“I'm confident in the updated timeline.”Bob Blue, Chair, President and Chief Executive Officer. 2026-07-31. Dominion Energy Q2 2026 earnings call (automated transcript)
Advanced Analytics view for utilities and power. Earnings guidance stays steady while capital plans step up as large load contracts are signed. What would change it: More utilities cutting their large load pipelines the way Exelon cut its from 43 GW to 36 GW, or regulators rejecting large load tariffs.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Utilities and power
Duke Energy

Duke has 7.8 GW of data center contracts signed and twice that waiting, so the capital plan will grow before the turbines arrive.
| Q2 2026 |
|---|
| Revenue | $7.6bn |
| Growth | +1.1% |
| Operating margin | Not stated |
| Guidance | Reaffirmed |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-05
AI and data centerNuclear restart and new buildPower generation buildPermittingTariffs and tradeTurbine slot availability
The full read
What changed. Management disclosed 7.8 GW of signed electric service agreements with data center customers and a further 15.4 GW late stage pipeline expected to convert by the first half of 2027. The GE Vernova turbine framework was raised to 26 turbines and the first unit reached Person County in July. Duke Energy Carolinas settled its North Carolina rate case at a 9.8% ROE.
Read across the chain. Signed contracts with minimum take provisions are what turn a pipeline into turbine and transformer orders. A 26 turbine GE Vernova framework plus 15.4 GW still to convert means Duke is a repeat buyer of heavy duty gas turbines, high voltage transformers and breakers into the early 2030s, and its single EPC Carolinas model favors standardized equipment orders.
“well-positioned to deliver on our commitments in 2026”Harry Sideris, President and Chief Executive Officer. 2026-08-04. Duke Energy Q2 2026 earnings release (8-K)
What would change the read. The 15.4 GW late stage pipeline failing to convert to ESAs by mid 2027, or the February 2027 capital plan roll forward not adding the signaled $5 billion to $10 billion.
Duke Energy reports second-quarter 2026 financial results (8-K exhibit). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Adjusted EPSFirst half results on track. | Full year 2026 | $6.55 to $6.80 | Reaffirmed |
| Adjusted EPS growthTop half of range expected from 2028. | Through 2030 off 2025 midpoint of $6.30 | 5% to 7% | Reaffirmed |
| Capital expendituresPlan unchanged; $5 billion to $10 billion of ESA driven upside flagged for the February roll forward. | Five years 2026 to 2030 | $103bn | Reaffirmed |
Orders and backlog
- Data center electric service agreements. Late stage expected to convert by 1H 2027; minimum take provisions. Not printed in the company release; stated on the earnings call or in the company's slides.
Capacity and investment coming
- 2030Five year capital plan
- 2031Gas generation under construction and in development
“Our gas portfolio has approximately five gigawatts under construction.”Harry Sideris, President and Chief Executive Officer. 2026-08-04. Duke Energy Q2 2026 earnings call (automated transcript)
Advanced Analytics view for utilities and power. Earnings guidance stays steady while capital plans step up as large load contracts are signed. What would change it: More utilities cutting their large load pipelines the way Exelon cut its from 43 GW to 36 GW, or regulators rejecting large load tariffs.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Utilities and power
Exelon

Exelon cut 7 GW of speculative data center load from its pipeline, and the capital plan did not move, which says the plan never counted it.
| Q2 2026 |
|---|
| Revenue | $6.0bn |
| Growth | +10.0% |
| Operating margin | Not stated |
| Guidance | Reaffirmed |
| Tone | Measured |
2026 Q3: scheduled not yet held, 2026-10-30
AI and data centerEnergy transitionGrid and transmissionPower availabilitySkilled labor
The full read
What changed. Exelon's combined data center pipeline fell from 43 GW to 36 GW as a new transmission security agreement (TSA) process screened out speculative projects. About 4 GW has signed TSAs backed by about $1 billion of collateral. Management also unveiled a 500 MW, four hour battery project in Pittsgrove, New Jersey with Invenergy, outside the current plan, and BGE filed a $156 million Maryland rate case.
Read across the chain. A wires only utility with $41 billion of capex, most of the increments going to transmission and 765 kV experience, is a transformer, conductor and breaker buyer rather than a turbine buyer. PJM clearing only 525 MW of new generation against a 6.8 GW shortfall is the upstream signal: generation, not wires, is the binding constraint in Exelon's region, which is why it is lobbying for utility owned generation.
“Demand is growing faster than supply, and the system is under increasing strain.”Calvin Butler, President and Chief Executive Officer. 2026-07-30. Exelon Q2 2026 earnings call (automated transcript)
What would change the read. The 4 GW of signed TSAs failing to grow on the next call, or the ComEd grid plan order on 15 December cutting the $15.3 billion request materially.
Exelon reports second quarter 2026 results (8-K Exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Adjusted operating EPSAffirmed in release. | Full year 2026 | $2.81 to $2.91 | Reaffirmed |
| Operating EPS CAGRNear the top end of the range. | 2025 to 2029 | 5% to 7% | Reaffirmed |
| Capital expendituresUnchanged by the pipeline revision; plan contains no speculative projects. | Through 2029 | $41bn | Reaffirmed |
Orders and backlog
- Data center transmission security agreements. Pipeline cut from 43 GW to 36 GW after screening; about 7 GW advanced pre TSA, about 25 GW under study. Not printed in the company release; stated on the earnings call or in the company's slides.
Capacity and investment coming
- 2029Capital plan through 2029
- 2031ComEd grid plan 2028 to 2031 (Not committed (order expected by 15 December 2026))
“Demand is growing faster than supply, and the system is under increasing strain.”Calvin Butler, President and Chief Executive Officer. 2026-07-30. Exelon Q2 2026 earnings call (automated transcript)
Advanced Analytics view for utilities and power. Earnings guidance stays steady while capital plans step up as large load contracts are signed. What would change it: More utilities cutting their large load pipelines the way Exelon cut its from 43 GW to 36 GW, or regulators rejecting large load tariffs.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Utilities and power
NextEra Energy

NextEra has signed 16.5 GW of federal hub capacity without owning it, but Florida's own first data center deal is still unsigned.
| Q2 2026 | Q3 2026 |
|---|
| Revenue | $7.5bn | $8.1bn |
| Growth | +12.4% | +1.6% |
| Operating margin | Not stated | Not stated |
| Guidance | Reaffirmed | Reaffirmed |
| Tone | Confident | Confident |
AI and data centerEnergy transitionNuclear restart and new buildPower generation buildPermittingTariffs and tradeTurbine slot availability
The full read
What changed. Energy Resources signed definitive agreements for three federal hub projects (two in Texas, one in Pennsylvania) totaling about 16.5 GW, on a fee model with no NextEra capital invested. Both sets of shareholders approved the Dominion combination on 3 September 2026, and NextEra enlarged its Virginia benefits package. A DOE loan of up to $1.9 billion closed for Duane Arnold.
Read across the chain. Over 18 GW of gas fired large load projects advanced means a large draw on heavy duty gas turbine slots and high voltage equipment from 2028, even though NextEra will not own most of the hub generation. The refusal to answer turbine availability directly is the gap a reader should note.
“We believe NextEra Energy remains one of the best-positioned companies in the sector”John Ketchum, Chairman, President and Chief Executive Officer. 2026-10-21. NextEra Energy Q3 2026 earnings release (8-K Exhibit 99)
What would change the read. No FPL large load contract announced by year end 2026, or a hub project slipping its 2028 to 2029 first service window.
NextEra Energy reports third-quarter 2026 financial results (8-K Exhibit 99). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Adjusted EPSTargeting the high end despite expected Q4 wind at 90% to 95% of normal. | Full year 2026 | $3.92 to $4.02 | Reaffirmed |
| Adjusted EPS CAGR8%+ standalone; 9%+ combined with Dominion. | 2025 base of $3.71 through 2032 and 2032 to 2035 | 8% | Reaffirmed |
| FPL capital expendituresQ2 release said $12 billion to $13 billion; Q3 release says about $12 billion. | Full year 2026 | $12bn | Narrowed, from $12bn to $13bn |
Orders and backlog
- NextEra Energy Resources renewables and storage backlog. 3.7 GW added including 2.4 GW storage; 1.8 GW placed in service since the July call.
- Federal hub projects (definitive agreements). Fee based; NextEra invests no capital. Not part of the renewables backlog.
Capacity and investment coming
- 2026FPL 2026 capital program
- 2029Duane Arnold nuclear restart
- 2029Duane Arnold restart DOE loan
“We have roughly 21 gigawatts of large load interest at FPL.”John Ketchum, Chairman, President and Chief Executive Officer. 2026-07-24. NextEra Energy Q2 2026 earnings call (automated transcript)
Advanced Analytics view for utilities and power. Earnings guidance stays steady while capital plans step up as large load contracts are signed. What would change it: More utilities cutting their large load pipelines the way Exelon cut its from 43 GW to 36 GW, or regulators rejecting large load tariffs.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Utilities and power
NRG Energy

NRG has priced the first hyperscaler bring your own power plant at about $2,700 per kW with 95% of cash flow from fixed capacity payments, and its Texas earnings are weakening while it waits.
| Q2 2026 |
|---|
| Revenue | $7.5bn |
| Growth | +11.0% |
| Operating margin | Not stated |
| Guidance | Reaffirmed |
| Tone | Confident |
2026 Q3: scheduled not yet held
AI and data centerCommodity prices and volumesPower generation buildResidential and commercialInput cost inflationTurbine slot availability
The full read
What changed. NRG agreed principal commercial terms with an unnamed leading global cloud and AI hyperscaler for a 1.2 GW combined cycle gas plant in Texas, subject to final documentation and approvals. The 415 MW T.H. Wharton plant reached commercial operation on 26 May 2026, NRG's first new build in nearly a decade. The LS Power generation and CPower acquisition closed and lifted East EBITDA to $469M from $99M. Texas EBITDA fell to $381M from $512M.
Read across the chain. The $2,700 per kW all in figure, with turbines and EPC slots locked with GE Vernova and Kiewit through 2032, is a public price point for new CCGT capacity in ERCOT and a confirmation that turbine slots, not customers, set the cadence of 1.2 GW blocks every 12 months. Hyperscalers are now willing to pay capacity style fixed charges for dedicated gas generation, which supports demand for heavy duty gas turbines, HRSGs, step up transformers and high voltage switchgear.
“This is the model for how large load growth should work.”Robert Gaudette, President and Chief Executive Officer. 2026-08-04. NRG Energy Q2 2026 earnings release (CEO statement)
What would change the read. If the hyperscaler deal fails to reach final documentation and FID by early 2027, or if the second 1.2 GW block is not announced within about a year of the first, the bring your own power model is a single project rather than a template. A future CCGT priced well above $2,700 per kW that still clears the 12% to 15% hurdle would show customers absorbing further cost inflation.
NRG Energy, Inc. Reports Second Quarter 2026 Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Adjusted EBITDAFirst half tracking below midpoint on weak Texas load and prices and winter storm costs. | Full year 2026, includes 11 months of LS Power | $5.3bn to $5.8bn | Reaffirmed |
| Adjusted EPS | Full year 2026 | $7.90 to $9.90 | Reaffirmed |
| FCF before growth investments | Full year 2026 | $2.8bn to $3.3bn | Reaffirmed |
| Core adjusted EPS CAGRStated on call. | Through 2030, before data center contributions | at least 14% | Reaffirmed |
Orders and backlog
- Hyperscaler bring your own power agreement (principal terms). Term at least 15 years from COD; expandable to 2.4 GW at the site; pipeline more than twice the 5.4 GW secured slots. Not printed in the company release; stated on the earnings call or in the company's slides.
Capacity and investment coming
- 2026LS Power generation portfolio and CPower acquisition closed
- 2026T.H. Wharton 415 MW reached commercial operation 26 May 2026 (Texas Energy Fund)
- 20291.2 GW combined cycle gas plant in Texas for a hyperscaler, COD late 2029 (Not committed (subject to final documentation, FID and approvals))
- 2032Secured turbine and EPC capacity with GE Vernova and Kiewit through 2032
“We will always sign deals inside of our 12 to 15% hurdles, always.”Robert Gaudette, President and Chief Executive Officer. 2026-08-04. NRG Energy Q2 2026 earnings call transcript (Earnings Whispers republication)
Advanced Analytics view for utilities and power. Earnings guidance stays steady while capital plans step up as large load contracts are signed. What would change it: More utilities cutting their large load pipelines the way Exelon cut its from 43 GW to 36 GW, or regulators rejecting large load tariffs.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Utilities and power
NuScale Power

NuScale says the design work is done; the business now waits on one signature, a TVA power purchase agreement through ENTRA1.
| Q2 2026 |
|---|
| Revenue | $0m |
| Growth | -99.1% |
| Operating margin | Not stated |
| Guidance | Not given |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-05
Nuclear restart and new build
The full read
What changed. Revenue all but disappeared, at US$75 thousand against US$8.1 million a year earlier, because 2025 carried related party engineering revenue from RoPower that did not recur. Operating loss widened to US$64.0 million on higher R&D and G&A. NuScale raised about US$947 million net under its at the market program in Q2 alone, completing a US$1 billion program in June, and opened a new US$750 million program on 11 August. ENTRA1, its exclusive global partner, is still negotiating a definitive power purchase agreement with TVA. The release gives no guidance.
Read across the chain. Until a TVA PPA is signed, NuScale's supply chain in South Korea and the US is building long lead material on NuScale's balance sheet, funded by equity rather than customer orders. A signed TVA deal would pull through forgings and modules from the Korean supplier and LEU fuel from Westinghouse or Framatome fabrication, and would test whether a single utility program can carry the US SMR market. NuScale's LEU fuel position spares it the HALEU queue that Oklo and X-energy face.
“the question for off-takers is no longer whether to go with nuclear”John Hopkins, President and Chief Executive Officer. 2026-08-05. NuScale Power second quarter 2026 results press release
What would change the read. A signed, definitive ENTRA1 and TVA power purchase agreement with stated gigawatts and a first plant date would turn the thesis into an order book. Conversely, another quarter with no PPA while NuScale opens further equity programs, or a failed Nuclearelectrica shareholder condition for Doicesti, would show demand is still prospective.
NuScale Power Reports Second Quarter 2026 Results (Form 8-K exhibit). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Financial guidance | Full year 2026 | Company does not provide financial guidance in the release. | Not given |
Orders and backlog
- Total company. No firm plant order or PPA in the quarter. ENTRA1 and TVA PPA under negotiation; Romania project subject to shareholder vote conditions.
“the question for off-takers is no longer whether to go with nuclear”John Hopkins, President and Chief Executive Officer. 2026-08-05. NuScale Power second quarter 2026 results press release
Advanced Analytics view for utilities and power. Earnings guidance stays steady while capital plans step up as large load contracts are signed. What would change it: More utilities cutting their large load pipelines the way Exelon cut its from 43 GW to 36 GW, or regulators rejecting large load tariffs.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Oklo has raised the money and built a reactor in a year; fuel, not capital, is now what sets its clock.
| Q2 2026 |
|---|
| Revenue | $1m |
| Growth | Not stated |
| Operating margin | Not stated |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-06
AI and data centerNuclear restart and new buildGrid interconnection queuePermitting
The full read
What changed. Oklo's operating loss more than doubled to US$73.2 million as R&D rose to US$39.5 million and G&A to US$34.2 million. Cash, equivalents and marketable securities reached about US$3.0 billion at 30 June 2026, up from about US$1.41 billion at year end 2025, after it completed a US$1.5 billion ATM program and drew on a new US$1.0 billion program. After the quarter, DOE granted startup authorization for the Groves Isotope Test Reactor in Lockhart, Texas on 23 July, and Groves reached first criticality, announced 6 August, under the DOE Reactor Pilot Program. A call summary reports full year capex guidance raised to US$400 to US$500 million from US$350 to US$450 million.
Read across the chain. Oklo's capex step up lands on long lead equipment vendors and grid interconnection work at INL, while its fuel plan leans on DOE plutonium and HALEU from Centrus and federal stockpiles. That makes Centrus's Piketon timeline and DOE's plutonium decision upstream gates for Oklo's first commercial power. The DOE Reactor Pilot Program path (Groves) shows a faster route than full NRC licensing for test reactors, which bears on every microreactor developer.
“These are not generic AI applications”Jacob DeWitte, Co-founder and Chief Executive Officer. 2026-08-07. Oklo second quarter 2026 earnings call (partial transcript, StatementDog)
What would change the read. A firm DOE plutonium allocation with tonnage and dates, or a signed HALEU supply contract beyond a letter of intent, would remove the fuel gate. A year end Aurora INL cost update well above the capex guidance, or slippage in NRC review of the combined license application, would show capital is still the binding constraint after all.
Oklo Form 10-Q for the quarter ended 30 June 2026. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Capital expendituresSecuring schedule for long lead equipment and grid interconnection (third party call summary, Indicative). | Full year 2026 | $400m to $500m | Raised, from $350m to $450m |
| Operating cash useEarly recognition of first of a kind project costs (third party call summary, Indicative; prior range described as roughly). | Full year 2026 | $120m to $150m | Raised, from $80m to $100m |
Orders and backlog
- Total company. No backlog disclosed. The only customer deposit on the balance sheet is a US$25 million right of first refusal from an unnamed data center customer (letter of intent dated 16 February 2024, 20 year horizon).
Capacity and investment coming
- 20262026 capex guidance raised to US$400 to US$500 million (first half spend US$126.9 million)
- 2026Groves Isotope Test Reactor reached first criticality after DOE startup authorization on 23 July 2026
- 2026Acquisitions of ARMEC, LLC (US$20.5 million) and Creative Engineers, Inc. (US$12.9 million) in June 2026
Advanced Analytics view for utilities and power. Earnings guidance stays steady while capital plans step up as large load contracts are signed. What would change it: More utilities cutting their large load pipelines the way Exelon cut its from 43 GW to 36 GW, or regulators rejecting large load tariffs.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Utilities and power
Sempra

Oncor now holds large load requests worth more than its whole system peak, and the gating item is a Texas queue process with no timeline, not demand.
| Q2 2026 |
|---|
| Revenue | $3.0bn |
| Growth | -0.1% |
| Operating margin | Not stated |
| Guidance | Reaffirmed |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-05
AI and data centerCommodity prices and volumesGrid and transmissionLNG and gas infrastructureGrid interconnection queuePermitting
The full read
What changed. Adjusted EPS rose to $1.16 from $0.89. The PUCT approved ERCOT's Batch Zero framework, which makes about 44 GW of Oncor large load requests eligible as base or studied load, though its timeline is still to be determined. ERCOT set an all time peak of 91 GW in July and endorsed more than $7B of high voltage transmission that Oncor expects to build most of. The 45% SI Partners sale to KKR affiliates stayed on track for Q3 close; ECA LNG Phase 1 slipped to Q4 2026 after equipment damage was found.
Read across the chain. Oncor's base plan plus upside implies about $57.5B of mostly wires spending through 2030, much of it 765 kV, which is direct demand for extra high voltage transformers, breakers and conductor. The 44 GW queue also feeds gas turbine demand for whoever builds generation in ERCOT (Vistra, NRG, Constellation, Talen's peers). Batch Zero timing is the gate for that demand.
“Texas is continuing to experience unprecedented growth in electricity demand”Jeffrey W. Martin, Chairman and Chief Executive Officer. 2026-08-06. Sempra Q2 2026 earnings call transcript (Earnings Whispers republication)
What would change the read. If Batch Zero studies cut the 44 GW eligible cohort sharply or the PUCT timeline pushes connection decisions past 2027, the large load story compresses to the 8 GW already ramping and the base plan.
Sempra Reports Strong Second-Quarter 2026 Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Adjusted EPSTexas utility growth and execution. | Full year 2026 | $4.80 to $5.30 | Reaffirmed |
| GAAP EPSRelease describes GAAP range as updated; prior GAAP range not established from fetched sources. | Full year 2026 | $5.02 to $5.55 | Introduced |
| EPSCapital plan execution. | Full year 2027 | $5.10 to $5.70 | Reaffirmed |
| Long term EPS growthRate base growth, Texas weighted. | Annual | 7% to 9% | Reaffirmed |
Orders and backlog
- Oncor large load requests eligible under Batch Zero. 27 GW base load, 17 GW studied load; equals over 140% of Oncor's 31 GW system peak if fully realized.
Capacity and investment coming
- 2026ECA LNG Phase 1 substantial completion moved to Q4 2026 after compressor equipment damage
- 2030Sempra 2026 to 2030 capital plan
- 2030Oncor incremental capital opportunity: $4B North and Central Texas transmission, $3B non Permian 765 kV, about $3B resiliency (Not committed (upside to base plan, update on Q4 call))
- 2034ERCOT endorsed high voltage transmission requiring more than $7B, supporting about 16 GW of new demand; Oncor expects to build most (Subject to regulatory approval)
“we expect the project to reach substantial completion in the fourth quarter of 2026”Justin Bird, Executive Vice President; Chief Executive Officer, Sempra Infrastructure. 2026-08-06. Sempra Q2 2026 earnings call transcript (Earnings Whispers republication)
Advanced Analytics view for utilities and power. Earnings guidance stays steady while capital plans step up as large load contracts are signed. What would change it: More utilities cutting their large load pipelines the way Exelon cut its from 43 GW to 36 GW, or regulators rejecting large load tariffs.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Utilities and power
Southern Company

Southern has contracted 17 GW of large load with collateral behind it, so the binding question is now generation, not customers.
| Q2 2026 |
|---|
| Revenue | $7.0bn |
| Growth | +0.1% |
| Operating margin | Not stated |
| Guidance | Reaffirmed |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-05
AI and data centerReshoring and industrial capexResidential and commercialInput cost inflationPower availability
The full read
What changed. Georgia Power signed a 3.2 GW, 25 year contract with OpenAI near Savannah, phasing in from 2028 with 1 GW of flexible demand response, and Alabama Power added about 3 GW. Contracted large load now exceeds 17 GW by the mid 2030s, with about 8 GW more in late stages. Adjusted EPS beat the company's own estimate by 13 cents.
Read across the chain. 17 GW contracted against about 10 GW of approved generation means Southern is short owned capacity into the early 2030s, which is why it is running RFPs and recontracting Southern Power assets. Each new GW is roughly $2 billion of turbines, batteries, transformers and transmission, so Georgia and Alabama certification outcomes in 2027 are direct order signals for gas turbine and grid equipment makers.
“strong performance reflects the strength of our customer-focused approach to serving growth”Chris Womack, Chairman, President and Chief Executive Officer. 2026-07-30. Southern Company Q2 2026 earnings release (8-K Exhibit 99)
What would change the read. RFP selections slipping past year end 2026 or certification extending beyond 2027, or OpenAI's 2028 phase in being deferred.
Southern Company reports second-quarter 2026 earnings (8-K Exhibit 99). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Adjusted EPSExpected near or at the top of the range after a first half beat. Not printed in the company release; stated on the earnings call or in the company's slides. | Full year 2026 | $4.50 to $4.60 | Reaffirmed |
| Adjusted EPSQuarterly estimate given on the call. | Q3 2026 estimate | $1.65 | Introduced |
| Remaining equity needReduced after $700 million ATM sale in Q2; prior figure not stated in fetched sources. | Through 2030 | $1.1bn | Not given |
Orders and backlog
- Contracted large load agreements. Over 17 GW contracted; about 8 GW late stage; pipeline above 75 GW. Not printed in the company release; stated on the earnings call.
“there are an additional eight gigawatts of projects in late stages”Chris Womack, Chairman, President and Chief Executive Officer. 2026-07-30. Southern Company Q2 2026 earnings call (automated transcript)
Advanced Analytics view for utilities and power. Earnings guidance stays steady while capital plans step up as large load contracts are signed. What would change it: More utilities cutting their large load pipelines the way Exelon cut its from 43 GW to 36 GW, or regulators rejecting large load tariffs.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Utilities and power
Talen Energy

Talen tripled its fleet and its Amazon contract still ramps to 2030, but the next leg depends on PJM rules for front of meter deals and on a basis gap that only new load will close.
| Q2 2026 |
|---|
| Revenue | $747m |
| Growth | +18.6% |
| Operating margin | Not stated |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-03
AI and data centerCommodity prices and volumesPower generation buildGrid interconnection queuePower availability
The full read
What changed. Adjusted EBITDA rose to $374M from $90M as Freedom, Guernsey and the Cornerstone plants (Waterford, Darby, Lawrenceburg, about 2.6 GW, closed 15 June 2026) entered the fleet. Generation reached 14.1 TWh versus 7.3 TWh. 2026 Adjusted EBITDA guidance was set at $2,025M to $2,225M and Adjusted FCF at $1,200M to $1,350M, excluding Keystone from 1 July; the call described both as raised. No new data center PPA was announced.
Read across the chain. The Amazon ramp through 2030 means Susquehanna area transmission and PPL zone upgrades are the physical bottleneck, which is why basis widened to about $20 per MWh. For equipment, Talen says peaker and battery supply is available, a contrast with NRG and Vistra on combined cycle cost and slots, which suggests the tightness is concentrated in large frame CCGT rather than aeroderivative or storage.
“it's a matter of when, not if, is the real point here”Mac McFarland, President and Chief Executive Officer. 2026-08-05. Talen Energy Q2 2026 earnings call transcript (Earnings Whispers republication)
What would change the read. If PJM's IRAS or colocation rules force curtailable load on front of meter structures, or if no new long term contract is signed before the Q3 outlook, the path from 35% to about 60% contracted gross margin stalls. Narrowing PPL basis toward $9 without new load would contradict the load driven basis read.
Talen Energy Second Quarter 2026 Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Adjusted EBITDACornerstone acquisition and market marks; call described guidance as raised. | Full year 2026, excludes Keystone from 1 July 2026 | $2bn to $2.2bn | Raised |
| Adjusted Free Cash FlowAs above. | Full year 2026, excludes Keystone from 1 July 2026 | $1.2bn to $1.4bn | Raised |
| Net capital expendituresStated in release; change not established. | Full year 2026 | $330m to $340m | Not given |
Orders and backlog
- Long term data center contracts. Nearly 2 GW existing data center contract, stated on the call. Talen's release names no customer and no contracted megawatts; it cites a pipeline of about 4 GW of land development and data center contracting options. No new data center contract in the quarter. Not printed in the company release; contracted megawatts stated on the call only.
Capacity and investment coming
- 2026Cornerstone acquisition closed: Waterford, Darby and Lawrenceburg gas plants
“it's a matter of when, not if, is the real point here”Mac McFarland, President and Chief Executive Officer. 2026-08-05. Talen Energy Q2 2026 earnings call transcript (Earnings Whispers republication)
Advanced Analytics view for utilities and power. Earnings guidance stays steady while capital plans step up as large load contracts are signed. What would change it: More utilities cutting their large load pipelines the way Exelon cut its from 43 GW to 36 GW, or regulators rejecting large load tariffs.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Utilities and power
Vistra

Vistra says new build costs have doubled, so its growth runs through Meta contracts on existing plants, Cogentrix and a Helix vehicle that takes the riskier data center bets.
| Q2 2026 |
|---|
| Revenue | $4.0bn |
| Growth | -5.5% |
| Operating margin | Not stated |
| Guidance | Reaffirmed |
| Tone | Measured |
2026 Q3: scheduled not yet held, 2026-11-06
AI and data centerCommodity prices and volumesNuclear restart and new buildGrid interconnection queueInput cost inflation
The full read
What changed. Ongoing Operations Adjusted EBITDA rose more than 30% to $1,767M, led by East ($642M vs $418M) on capacity revenue and three months of the Lotus plants, and Texas ($311M vs $142M). Vistra signed long term PPAs with Meta, part of which contributes to 2027, and formed Helix Digital Infrastructure with KKR, the Kuwait Investment Authority and NVIDIA, committing up to $1.0B as preferred power provider. FERC approved the pending Cogentrix acquisition.
Read across the chain. A generator saying equipment prices doubled to tripled is a direct read on gas turbine and balance of plant pricing power at GE Vernova, Siemens Energy and Mitsubishi Heavy. It also explains why IPPs prefer acquiring existing plants (Lotus, Cogentrix) and contracting existing nuclear (Comanche Peak) over greenfield. Helix gives Vistra exposure to data center development without putting that risk on its own balance sheet.
“Vistra achieved commercial availability of 97% or greater across our fleet”Jim Burke, President and Chief Executive Officer. 2026-08-07. Vistra Q2 2026 earnings release (CEO statement)
What would change the read. If the Meta PPA terms disclosed later show material MW at Comanche Peak, or if Vistra announces a greenfield gas build at an all in cost that clears its hurdle, the read that new build is uneconomic for Vistra is wrong. A Texas queue audit that delays Comanche Peak past end 2027 would also break the read.
Vistra Reports Second Quarter 2026 Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Ongoing Operations Adjusted EBITDAManagement expects at or above midpoint. | Full year 2026, excludes Cogentrix and Meta PPAs | $6.8bn to $7.6bn | Reaffirmed |
| Ongoing Operations Adjusted FCF before growth | Full year 2026 | $3.9bn to $4.7bn | Reaffirmed |
| Ongoing Operations Adjusted EBITDA midpoint opportunityCFO said trending toward the lower end; Meta and Cogentrix could add about $700M. | 2027, not guidance, market curves as of 31 October 2025 | $7.4bn to $7.8bn | Not given |
Orders and backlog
- Data center contracts. Meta long term PPAs signed; MW and tenor not disclosed in the release or the transcript extract reviewed.
Capacity and investment coming
- 2026Cogentrix Energy acquisition, FERC approved, pending close
Advanced Analytics view for utilities and power. Earnings guidance stays steady while capital plans step up as large load contracts are signed. What would change it: More utilities cutting their large load pipelines the way Exelon cut its from 43 GW to 36 GW, or regulators rejecting large load tariffs.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Utilities and power
Xcel Energy

Xcel is selling a data center growth story that its own base plan barely counts, so the upside sits in a capital roll forward that has not been shown yet.
| Q2 2026 |
|---|
| Revenue | $3.1bn |
| Growth | -5.1% |
| Operating margin | Not stated |
| Guidance | Reaffirmed |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-10-29
AI and data centerCommodity prices and volumesGrid and transmissionPower generation buildPermitting
The full read
What changed. Ongoing EPS rose to $0.93 from $0.75 on recovery of electric infrastructure investment. NSP-Minnesota signed an electric service agreement with Google for a new Minnesota data center, with Google paying all costs of its new service. SPS selected a 3,928 MW preferred portfolio, 2,623 MW of it company owned. Rate case settlements landed in Colorado electric and gas.
Read across the chain. SPS and NSP RFPs plus the PSCo 5,400 MW need translate into multi GW orders for renewables, storage, about 3 GW of gas and close to 2,000 miles of high voltage transmission, which is demand for transformers, breakers and turbines through 2030. Xcel declining to be an early adopter of new nuclear removes one utility from the near term SMR customer list.
“Our base plan has very little data center growth baked into it.”Brian Van Abel, Executive Vice President and Chief Financial Officer. 2026-07-30. Xcel Energy Q2 2026 earnings call transcript (Webull republication)
What would change the read. If the Q3 roll forward does not add data center driven capital above the base plan, or the 2027 data center contract target of 3 to 4 GW slips, the gap between the 20 GW pipeline and booked load is a talking point rather than an earnings driver.
Xcel Energy Second Quarter 2026 Earnings Report. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Ongoing diluted EPSExecution on rate cases and capital recovery; 2026 guidance changes described as largely earnings neutral. | Full year 2026 | $4.04 to $4.16 | Reaffirmed |
| Weather normalized retail electric sales growthEnergy sector load at SPS and manufacturing; YTD +2.1%. | Full year 2026 versus 2025 | 3% | Reaffirmed |
| Long term EPS growthRate base growth; management also reaffirmed a 9%-plus growth framework through 2030 on the call. | Annual, off $3.80 base | 6% to 8% | Reaffirmed |
Orders and backlog
- Data center large load (contracted or under construction). About 2 GW operating, under construction or under signed agreements and a pipeline above 20 GW, both stated on the call. The 1,900 MW in the release is new clean energy resources, not data center load. Not printed in the company release; load figures stated on the call.
Capacity and investment coming
- 2026Sherco Solar Phase 3 placed in service, total project 710 MW
- 2030NSP System RFP for up to 3,500 MW by 31 December 2030; short list announced June 2026 (Not committed; filing expected by end 2026)
“We feel great about our guidance on 1 gig this year and 3 next.”Bob Frenzel, Chairman, President and Chief Executive Officer. 2026-07-30. Xcel Energy Q2 2026 earnings call transcript (Webull republication)
Advanced Analytics view for utilities and power. Earnings guidance stays steady while capital plans step up as large load contracts are signed. What would change it: More utilities cutting their large load pipelines the way Exelon cut its from 43 GW to 36 GW, or regulators rejecting large load tariffs.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Oil, gas and midstream
Cheniere Energy

With Gulf LNG cut off by the Strait of Hormuz, Cheniere's export volumes jumped 22 percent and it raised 2026 guidance for the second time in a quarter.
| Second quarter 2026 |
|---|
| Revenue | $5.7bn |
| Growth | +23.5% |
| Operating margin | Not stated |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-10-29
LNG and gas infrastructurePermitting
The full read
What changed. Cheniere exported 184 cargoes (672 TBtu) against 154 (550 TBtu) a year earlier as Corpus Christi Stage 3 Midscale Train 6 reached substantial completion and Train 7 neared first LNG. Full year Consolidated Adjusted EBITDA guidance rose to $7.90 to $8.40 billion from $7.25 to $7.75 billion (and $6.75 to $7.25 billion in February). It signed a roughly $4.7 billion lump sum EPC contract with Bechtel for SPL Expansion Phase 1 and targets FID in early 2027 after a FERC permit expected in late 2026.
Read across the chain. Cheniere's 2026 earnings are a direct beneficiary of lost Qatari and UAE supply, and the Bechtel and Baker Hughes contracts for SPL Phase 1 extend U.S. Gulf Coast LNG construction demand into 2027 and beyond. More U.S. feedgas demand supports Gulf Coast pipelines (Williams Transco, Momentum) and Haynesville producers.
“another outstanding quarter for Cheniere”Jack Fusco, Chairman, President and Chief Executive Officer. 2026-08-06. Cheniere Q2 2026 earnings release
What would change the read. A reopening of the Strait of Hormuz that restores Qatari flows would compress market margins; the test is whether Cheniere's guidance holds, since its sensitivity is under $50 million per $1 per MMBtu. Separately, a FERC permit slipping past late 2026 would push the SPL Phase 1 FID beyond early 2027.
Cheniere Reports Second Quarter 2026 Results and Raises Full Year 2026 Financial Guidance. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Consolidated Adjusted EBITDAStrong year to date results, CCL Stage 3 Train 7 timing, optimization and gas price volatility. | Full year 2026 | $7.9bn to $8.4bn | Raised, from $7.2bn to $7.8bn |
| Distributable Cash FlowSame drivers; reflects current tax law. | Full year 2026 | $5.3bn to $5.8bn | Raised, from $4.8bn to $5.2bn |
| LNG productionCCL Stage 3 progress. | Full year 2026 | 53 to 54 mtpa | Narrowed, from 52 to 54 mtpa |
| CQP distribution per unitUnchanged. | Full year 2026 | $3 | Reaffirmed |
Capacity and investment coming
- 2026CCL Stage 3 (Midscale Trains 1 to 7, over 10 mtpa), 98.4 percent complete
- 2028CCL Midscale Trains 8 and 9, about 5 mtpa, 48.3 percent complete
“our further progress towards an FID of Phase 1”Jack Fusco, Chairman, President and Chief Executive Officer. 2026-08-06. Cheniere Q2 2026 earnings release
Advanced Analytics view for oil, gas and midstream. Gas infrastructure is the growth line, and producers keep spending flat. What would change it: Pipeline project backlogs shrinking, or new gas fired plants being cancelled.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Oil, gas and midstream
Chevron

Chevron is now selling electricity to a hyperscaler, and the binding constraint on doing more of it is turbines, not customers.
| 2Q 2026 |
|---|
| Revenue | $70.1bn |
| Growth | +56.3% |
| Operating margin | Not stated |
| Guidance | Reaffirmed |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-10-30
AI and data centerCommodity prices and volumesLNG and gas infrastructurePermittingTurbine slot availability
The full read
What changed. Adjusted earnings rose to 12.0 billion dollars from 2.8 billion in 1Q on 104 dollar Brent and a downstream swing of 5.1 billion. Production hit 4,070 MBOED, up 20 percent year over year on legacy Hess, Permian and Gulf of America, with U.S. output a record 2,077 MBOED. Chevron signed a 20 year take or pay PPA with Microsoft for 2.67 GW of behind the meter power from Project Kilby in West Texas, with FID targeted later in 2026.
Read across the chain. An oil major signing a 2.67 GW behind the meter PPA puts it in direct competition with utilities for gas turbines; management's own statement that turbine availability is tight reads straight through to GE Vernova, Siemens Energy and Mitsubishi slot books. Kilby also creates in basin Permian gas demand, which helps the 0.91 dollar per Mcf U.S. gas realization more than any pipeline.
“When we look to the future, turbine availability is tight.”Jeff Gustavson, President, Chevron New Energies. 2026-07-31. Chevron 2Q 2026 earnings call transcript
What would change the read. If Kilby does not reach FID by year end 2026, or Chevron discloses it could not secure turbine slots on schedule, the power pivot is slower than the PPA implies. Watch the 30 October 3Q call.
Chevron Reports Second Quarter 2026 Results (Exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| CapexRange unchanged; the CFO expects to finish at the lower end on Permian efficiency. | Full year 2026 | $18bn to $19bn | Reaffirmed |
| Upstream turnarounds and downtimeAngola LNG turnaround, Partitioned Zone curtailment, July CPC downtime. | 3Q 2026 | 150 to 200 thousand barrels of oil equivalent per day | Introduced |
| Share repurchasesQuarterly buyback range in prepared remarks. | 3Q 2026 | $2.5bn to $3bn | Introduced |
| Affiliate dividendsQuarterly outlook item. | 3Q 2026 | $1.5bn to $1.7bn | Introduced |
| Affiliate distributionsCEO affirmed the 6 billion dollar figure. | Full year 2026 at 70 dollar Brent | $6bn | Reaffirmed |
Capacity and investment coming
- 2026Full year capex expected at lower end of range
“When we look to the future, turbine availability is tight.”Jeff Gustavson, President, Chevron New Energies. 2026-07-31. Chevron 2Q 2026 earnings call transcript
Advanced Analytics view for oil, gas and midstream. Gas infrastructure is the growth line, and producers keep spending flat. What would change it: Pipeline project backlogs shrinking, or new gas fired plants being cancelled.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Oil, gas and midstream
ConocoPhillips

Qatar's shutdown took ConocoPhillips' volumes backward even as Lower 48 grew, and the company answered by buying more LNG offtake and more Middle East barrels, not fewer.
| Second quarter 2026 |
|---|
| Revenue | $19.5bn |
| Growth | +32.4% |
| Operating margin | Not stated |
| Guidance | Reaffirmed |
| Tone | Measured |
2026 Q3: scheduled not yet held, 2026-11-05
AI and data centerCommodity prices and volumesLNG and gas infrastructure
The full read
What changed. Production fell to 2,248 MBOED, down 143 MBOED year over year and 98 MBOED (4 percent) organically, as Ras Laffan was largely shut in. Realized price rose 36 percent to 62.33 dollars per BOE, doubling net income to 3.9 billion dollars. Ryan Lance announced his retirement effective 1 September 2026, with CFO Andy O'Brien becoming President and CEO. The company signed for a 42 percent stake in a Kirkuk joint venture and a Syria re entry.
Read across the chain. ConocoPhillips is lengthening its LNG book to 12 MTPA and leaning into Qatar expansion despite the shutdown, which says the long term LNG supply build (and the U.S. Gulf Coast liquefaction behind it) is intact. For U.S. gas, the read is indirect: its Lower 48 growth is oil weighted, so associated gas growth continues to land on Permian and Eagle Ford takeaway.
“Ras Laffan was largely shut in”Kirk Johnson, Executive Vice President, Global Operations. 2026-08-06. ConocoPhillips 2Q 2026 earnings call transcript
What would change the read. If QatarEnergy announces North Field East first LNG slipping by a year or more, or the 3Q release shows production below the 2.29 million BOE per day low end because the Qatar ramp stalled, the months not a year framing was wrong.
ConocoPhillips announces second-quarter 2026 results and quarterly dividend (Exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| ProductionAssumes a Qatar ramp across the quarter; July noncore sales remove about 15 MBOED. | 3Q 2026 | 2,290 to 2,320 thousand barrels of oil equivalent per day | Introduced |
| All full year guidance items | Full year 2026 | Release states all full year guidance items remain unchanged; numeric ranges were not restated in the documents read. | Reaffirmed |
| Return of capitalOn track; about 40 percent in the first half. | Full year 2026 | 45% | Reaffirmed |
Capacity and investment coming
- 202642 percent interest in Kirkuk area joint venture; acquisition capital at close
- 2029Willow first oil expected early 2029; peak capex behind the company
“Peak capex of Willow is behind us.”Andy O'Brien, Chief Financial Officer and Executive Vice President, Strategy and Commercial. 2026-08-06. ConocoPhillips 2Q 2026 earnings call transcript
Advanced Analytics view for oil, gas and midstream. Gas infrastructure is the growth line, and producers keep spending flat. What would change it: Pipeline project backlogs shrinking, or new gas fired plants being cancelled.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Oil, gas and midstream
EQT Corporation

With gas prices sliding, EQT chose to curtail volumes, sell gas to Europe and buy Range, betting that size and market access beat drilling into a weak strip.
| Second quarter 2026 | Third quarter 2026 |
|---|
| Revenue | $1.8bn | $1.8bn |
| Growth | -29.2% | -9.6% |
| Operating margin | Not stated | Not stated |
| Guidance | Raised | Reaffirmed |
| Tone | Confident | Confident |
Commodity prices and volumesLNG and gas infrastructure
The full read
What changed. On 26 October EQT agreed to an all stock combination with Range Resources (0.987 EQT shares per Range share) for a pro forma enterprise value above 50 billion dollars and more than 9 Bcfe/d of net production, closing expected in 1Q 2027. 3Q sales volume was 583 Bcfe including 21 Bcfe of strategic curtailments. EQT signed a 10 year LNG sales agreement with Lithuania's Ignitis Group and launched an open season for a new 42 inch POWER Pipeline to the Clarington hub in Ohio.
Read across the chain. Curtailing 21 Bcfe while signing European LNG and planning a new 42 inch outlet pipe says Appalachian supply is ahead of the pipe and the in basin demand that would absorb it. Value moves to whoever adds takeaway (MVP Boost, POWER Pipeline) and to in basin gas fired generation; for the turbine chain, each new PJM gas plant that signs is a direct offtake for curtailed gas.
“our marketing efforts drove stronger realized pricing”Toby Rice, President and Chief Executive Officer. 2026-10-27. EQT third quarter 2026 earnings release (no free transcript; call canceled)
What would change the read. If the POWER Pipeline open season fails to draw binding commitments, or 4Q curtailments run above the 20 Bcfe top of guidance, the demand pull is weaker than the deal making implies.
EQT Reports Third Quarter 2026 Results (Exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Sales volumeUnchanged from July guidance. | Full year 2026 | 2,375 to 2,450 Bcfe | Reaffirmed |
| Maintenance capexRange in 3Q release is below July range; release cites capital efficiencies but does not label it a revision. | Full year 2026 | $2bn to $2.1bn | Lowered, from $2bn to $2.2bn |
| Sales volumeIncludes 10 to 20 Bcfe of strategic curtailments. | 4Q 2026 | 550 to 600 Bcfe | Introduced |
| DifferentialQuarterly guidance. | 4Q 2026 | -$1 | Introduced |
Capacity and investment coming
- 2026MVP Southgate: key approvals secured; 85 million dollars of contributions accelerated to finish construction by year end 2026
- 2026Blackline Midstream acquisition of two New England propane terminals (Completed)
- 2027All stock combination with Range Resources
“the next wave of natural gas demand growth is emerging in our backyard”Toby Rice, President and Chief Executive Officer. 2026-07-21. EQT second quarter 2026 earnings release (no free transcript)
Advanced Analytics view for oil, gas and midstream. Gas infrastructure is the growth line, and producers keep spending flat. What would change it: Pipeline project backlogs shrinking, or new gas fired plants being cancelled.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Oil, gas and midstream
Expand Energy

Expand closed its marketing buy and hired a new CEO in the same quarter, and is now telling investors to judge it on how well it trades gas volatility.
| Second quarter 2026 | Third quarter 2026 |
|---|
| Revenue | $3.0bn | $3.3bn |
| Growth | -19.8% | +10.8% |
| Operating margin | Not stated | Not stated |
| Guidance | Reaffirmed | Raised |
| Tone | Confident | Confident |
Commodity prices and volumesLNG and gas infrastructure
The full read
What changed. Twin Eagle closed on 16 September (cash outflow 1,395 million dollars) and Danny Brown, formerly CEO of Chord Energy, took over as President and CEO on 26 October, with Mike Wichterich returning to Non Executive Chairman. Production rose to 7.54 Bcfe/d. Full year capex moved to about 3 billion dollars and production to 7.45 to 7.55 Bcfe/d; the July guidance was 2.75 to 2.95 billion and 7.4 to 7.6 Bcfe/d.
Read across the chain. The widest discount on Expand's book is Northeast Appalachia, which says Pennsylvania gas is still trapped and that new outbound pipe (EQT's POWER Pipeline open season, MVP Boost) or in basin power plants are worth more there than in Louisiana. Haynesville's narrow basis reflects proximity to LNG feedgas demand.
“uniquely positioned to monetize the volatility we see in the gas market today”Danny Brown, President and Chief Executive Officer. 2026-10-27. Expand Energy third quarter 2026 earnings release (no free transcript)
What would change the read. If 4Q marketing EBITDA comes in well below the 80 million dollar guide, or the new CEO resets the integration strategy at his first full quarter, the read that Expand has become a gas merchant rather than a driller is premature.
Expand Energy Corporation Reports Third Quarter 2026 Results (Exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Total capexRelease says capital investment updated to approximately 3 billion dollars; reason not stated in the release. Prior range from 28 July outlook. | Full year 2026 | about $3bn | Raised, from $2.8bn to $3bn |
| ProductionSame midpoint; reason not stated in the release. | Full year 2026 | 7,450 to 7,550 MMcfe per day | Narrowed, from 7,400 to 7,600 MMcfe per day |
| Marketing EBITDAIncludes Twin Eagle. | 4Q 2026 | $80m | Introduced |
Capacity and investment coming
- 2026Acquisition of Twin Eagle Holdings, natural gas and power marketer
- 2026Twin Eagle acquisition closed 16 September 2026 (Completed)
- 20262026 capex guidance
- 20262026 capital investment updated to approximately 3 billion dollars
“uniquely positioned to monetize the volatility we see in the gas market today”Danny Brown, President and Chief Executive Officer. 2026-10-27. Expand Energy third quarter 2026 earnings release (no free transcript)
Advanced Analytics view for oil, gas and midstream. Gas infrastructure is the growth line, and producers keep spending flat. What would change it: Pipeline project backlogs shrinking, or new gas fired plants being cancelled.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Oil, gas and midstream
Exxon Mobil

A war that knocked out roughly a tenth of Exxon's production still produced its best quarter in years, because the refining and Permian machine captured the price spike.
| 2Q 2026 |
|---|
| Revenue | $116.0bn |
| Growth | +42.3% |
| Operating margin | Not stated |
| Guidance | Not given |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-10-30
Commodity prices and volumesLNG and gas infrastructure
The full read
What changed. GAAP earnings more than tripled sequentially to 14.5 billion dollars from 4.2 billion as timing effects swung from a 3.9 billion dollar drag in 1Q to a 2.5 billion dollar benefit. Middle East production of about 400 thousand oil equivalent barrels per day (150 thousand Qatar gas, 250 thousand UAE liquids) was disrupted, yet Permian set a record above 1.8 million and refining margins hit records. ExxonMobil also completed its redomiciliation on 1 July 2026, so the release was issued by ExxonMobil Holdings Corporation.
Read across the chain. Exxon's refining capture and record diesel output say product markets, not crude, carried the quarter, which favors Gulf Coast refiners and keeps distillate tight for industrial users. The Permian record plus the CEO's remark that gas output follows takeaway capacity means new Permian gas pipelines (Kinder Morgan GCX expansion, Permian Link) translate directly into associated gas supply for Texas power and LNG feedgas.
“The second quarter was shaped by disruption, but defined by execution”Darren Woods, Chairman and Chief Executive Officer. 2026-07-31. ExxonMobil 2Q 2026 earnings release
What would change the read. If 3Q production comes in near the 750 kboed shortfall case and refining margins normalize, the quarter was a price spike rather than execution. Watch the 30 October 3Q release for the Middle East volume line and the Energy Products earnings line.
ExxonMobil Announces Second-Quarter 2026 Results. Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Capex | Full year 2026 | Year to date cash capex of 13.0 billion dollars described as in line with the full year plan; no dollar range restated in the 2Q materials. | Not given |
| Guyana net entitlement volumesCost recovery complete on initial investment, so entitlement falls as profit oil share shifts. | 3Q 2026 versus 2Q 2026 | -100 thousand barrels per day | Introduced |
| Corporate and financing expensesQuarterly outlook item in prepared remarks. | 3Q 2026 | $800m to $1bn | Introduced |
Capacity and investment coming
- 2026Guyana fifth FPSO sailed; production startup on plan
“It's very much an inflection into free cash flow.”Neil Hansen, Senior Vice President and Chief Financial Officer. 2026-07-31. ExxonMobil 2Q 2026 earnings call transcript
Advanced Analytics view for oil, gas and midstream. Gas infrastructure is the growth line, and producers keep spending flat. What would change it: Pipeline project backlogs shrinking, or new gas fired plants being cancelled.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Oil, gas and midstream
Kinder Morgan

Kinder Morgan just sanctioned two pipelines of more than 2.5 Bcf/d each in one quarter, one of them to power a hyperscaler, and backlog jumped by half.
| Second quarter 2026 | Third quarter 2026 |
|---|
| Revenue | $4.5bn | $4.5bn |
| Growth | +10.8% | +9.3% |
| Operating margin | Not stated | Not stated |
| Guidance | Raised | Raised |
| Tone | Confident | Confident |
AI and data centerCommodity prices and volumesLNG and gas infrastructurePower generation buildPermitting
The full read
What changed. Backlog rose to a record 14.4 billion dollars from 9.6 billion, with 5.4 billion of additions net of 700 million placed in service. FIDs were taken on the Southeast Connector (up to 2.6 Bcf/d, about 470 miles, KMI share about 3.1 billion, phased from Q4 2030) and Permian Link (about 2.8 Bcf/d, about 434 miles, about 4.2 billion total, Q3 2030), the latter serving new power generation for an A rated hyperscaler. Western Gateway was announced in August.
Read across the chain. Two greenfield pipes of about 2.6 to 2.8 Bcf/d each, one built for hyperscaler power, put roughly 900 miles of large diameter line and new compression into the 2027 to 2030 order books, which reads directly to line pipe, compressor and turbine makers. For producers, Permian Link creates a firm Permian gas outlet to new power demand, and the Southeast Connector extends that pull to Southeast utilities.
“Our natural gas business in particular is benefiting from increasing LNG exports, rising power demand”Richard Kinder, Executive Chairman. 2026-10-21. Kinder Morgan third quarter 2026 earnings release (no free transcript used)
What would change the read. If either project's in service date slips past 2030 on permits, or KMI discloses that compression or pipe supply is lengthening schedules, the backlog converts to EBITDA later than the 5.7x multiple implies.
Kinder Morgan Reports Record Third Quarter 2026 Financial Results (Exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Adjusted EBITDA versus budgetStronger results than budget. | Full year 2026 | More than 6 percent above 8,600 | Raised, from More than 5 percent above 8,600 |
| Adjusted EPS versus budgetStronger results than budget. | Full year 2026 | More than 13 percent above 1.36 | Raised, from More than 12 percent above 1.36 |
| Net Debt to Adjusted EBITDA0.2x better than 3.8x budget, same as July expectation. | Year end 2026 | 3.6 times | Reaffirmed |
Orders and backlog
- Total company project backlog. Additions of 5.4 billion net of 700 million placed in service; backlog up 4.7 billion per release from 9.6 billion. Natural gas 13.2 billion. About 5.7x first full year EBITDA on the 13.7 billion take or pay portion.
Capacity and investment coming
- 2026Gulf Coast Express expansion placed in service (Completed)
- 2028Mississippi Crossing (TGP)
- 2029South System 4 (SNG and EEC)
- 2030Permian Link (NGPL) FID, serving new power generation for an A rated hyperscaler
“the strong interest from our customers in developing additional natural gas infrastructure continues to grow”Kim Dang, Chief Executive Officer. 2026-10-21. Kinder Morgan third quarter 2026 earnings release (no free transcript used)
Advanced Analytics view for oil, gas and midstream. Gas infrastructure is the growth line, and producers keep spending flat. What would change it: Pipeline project backlogs shrinking, or new gas fired plants being cancelled.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Oil, gas and midstream
Williams Companies

Williams has become a builder of private power plants for data centers: about 2.6 GW of behind the meter generation is under contract and the first site is running.
| 2Q 2026 |
|---|
| Revenue | $3.1bn |
| Growth | +9.8% |
| Operating margin | 38.7% |
| Guidance | Raised |
| Tone | Confident |
2026 Q3: scheduled not yet held, 2026-11-03
AI and data centerLNG and gas infrastructurePower generation buildSkilled laborTurbine slot availability
The full read
What changed. Socrates phase one went into service on time and on budget as Williams' first behind the meter power project, and Williams closed a Blackstone Credit and Insurance joint venture that raised $5.34 billion for Power Innovation at about a 6.35 percent cost of equity. It agreed to buy Momentum Midstream for up to $5.5 billion and raised 2026 adjusted EBITDA guidance to $8.3 to $8.5 billion from $8.05 to $8.35 billion. It also lifted its 2030 adjusted EBITDA CAGR target to 11 percent plus.
Read across the chain. Each Williams Power Innovation project bundles gas supply, a lateral and on site turbines, so about 2.6 GW in execution means firm orders for turbines, generators, switchgear and transformers at the site plus new firm pipeline demand. Upstream, it raises Haynesville and Appalachian gas takeaway needs; downstream it competes with utility grid supply for hyperscaler load.
“fast, reliable and scalable solutions to meet growing power demand”Chad Zamarin, President and Chief Executive Officer. 2026-08-03. Williams 2Q 2026 earnings release (8-K exhibit)
What would change the read. A slip of Socrates phase two beyond 4Q 2026, or Apollo and Aquila moving out of 2H 2027, would show that equipment or labor, not demand, sets the pace of behind the meter power.
Williams 2Q 2026 earnings release (8-K exhibit, wmb_20260630xer.htm). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q2 2026 call
| What they guided | Period | Guidance | Change |
|---|
| Adjusted EBITDAMidpoint raised $200 million, reflecting the Momentum acquisition. | Full year 2026, pro forma including Momentum | $8.3bn to $8.5bn | Raised, from $8.1bn to $8.3bn |
| Adjusted EPSPro forma for Momentum. | Full year 2026 | $2.30 to $2.40 | Raised, from $2.20 to $2.38 |
| Growth capexPro forma for Momentum; excludes reimbursable long lead equipment. | Full year 2026 | $7.3bn to $7.9bn | Raised, from $7bn to $7.6bn |
| Debt to adjusted EBITDAIncludes pro forma Momentum EBITDA and the Blackstone JV equity treatment. | Full year 2026 | 3.75 times | Lowered, from 4.1 times |
| Adjusted EBITDA CAGRRaised from 10 percent plus set at the 2026 Analyst Day. | Through 2030 | 11% | Raised, from 10% |
Orders and backlog
- Power Innovation (contracted projects in execution). About $9.6 billion of Power Innovation capital in execution; 6 GW plus of potential projects in backlog. Figure is capital, not orders received. Not printed in the company release; stated on the earnings call or in the company's slides.
- Transmission expansion backlog. About $15.5 billion of opportunities with in service dates 2027 to 2033, about 14.3 Bcf/d in queue; $6.75 billion plus across 16 projects underway.
Capacity and investment coming
- 2026Momentum Midstream acquisition (Haynesville gathering and Gulf Coast pipelines)
- 2028Power Innovation behind the meter generation portfolio: Socrates, Apollo, Aquila, Neo, Socrates the Younger
- 2029Delta Access Transco expansion, 2,250 MMcf/d
“fast, reliable and scalable solutions to meet growing power demand”Chad Zamarin, President and Chief Executive Officer. 2026-08-03. Williams 2Q 2026 earnings release (8-K exhibit)
Advanced Analytics view for oil, gas and midstream. Gas infrastructure is the growth line, and producers keep spending flat. What would change it: Pipeline project backlogs shrinking, or new gas fired plants being cancelled.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
Oilfield services
Baker Hughes

Even a down quarter for IET orders was the second biggest ever, and a single 1.1 GW hyperscaler power order shows Baker Hughes now competes for whole data center power plants.
| Q2 2026 | Q3 2026 |
|---|
| Revenue | $6.7bn | $8.0bn |
| Growth | -2.4% | +14.5% |
| Operating margin | Not stated | Not stated |
| Guidance | Raised | Raised |
| Tone | Confident | Confident |
AI and data centerCommodity prices and volumesLNG and gas infrastructureInput cost inflationTariffs and trade
The full read
What changed. Chart Industries entered the numbers for the first time, lifting revenue 14 percent to $8,025 million and adding $3.6 billion of RPO. IET orders fell 17 percent sequentially from the Q2 record to $5,886 million but rose 42 percent year over year, and the company raised full year IET order guidance again and lifted the Horizon 2 IET order outlook to $50 billion plus from more than $45 billion.
Read across the chain. A hyperscaler buying 43 turbine packages from Baker Hughes says data center developers are bypassing the grid and the heavy frame queue with smaller turbines. That supports demand for gas compression and pipeline capacity feeding these sites and keeps aeroderivative and industrial turbine slots tight into 2029.
“IET achieved its second-largest order quarter, booking $5.9 billion”Lorenzo Simonelli, Chairman and Chief Executive Officer. 2026-10-27. Baker Hughes Q3 2026 earnings release (8-K exhibit 99.1)
What would change the read. A Q4 IET order print below the low end of the raised 2026 guide, or the 1.1 GW customer deferring delivery, would show the data center power wave is lumpier than the guide implies.
Baker Hughes Company Announces Third Quarter 2026 Results (Exhibit 99.1). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| IET orders | Full year 2026 | Broad based demand across data centers, LNG and gas infrastructure; new range not in the release. | Raised, from $17.5bn to $19.5bn |
| Horizon 2 IET ordersOutlook raised to '$50 billion plus'. | 2026 to 2028 cumulative | $50bn | Raised, from $45bn |
Orders and backlog
- Total company. Q3 2025 orders were $8,207 million. Backlog is RPO including Chart.
- IET. GTE $3,120 million, GTS $1,127 million, Industrial Technology $835 million, Climate Technology Solutions $804 million.
Capacity and investment coming
- 2026Chart Industries acquisition completed (all cash)
- 2026Chart Industries acquisition completed 16 July 2026; net cash paid for acquisitions $14,150 million
- 2029Further expansion of gas turbine and generator manufacturing capacity, expected online by 2029; at full utilization could support nearly $5 billion annual Power Systems revenue
“Horizon 2 IET order outlook to $50 billion plus”Lorenzo Simonelli, Chairman and Chief Executive Officer. 2026-10-27. Baker Hughes Q3 2026 earnings release (8-K exhibit 99.1)
Advanced Analytics view for oilfield services. Growth comes from power and gas equipment, not drilling. What would change it: Baker Hughes industrial and energy technology orders falling well below the $5.9 billion booked in the third quarter.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.
SLB is betting on data centers outside oil: it is buying Kelvion's heat exchangers as data center revenue grows 76 percent while a stalled Middle East drags Q4.
| Q2 2026 | Q3 2026 |
|---|
| Revenue | $9.0bn | $9.4bn |
| Growth | +5.0% | +6.0% |
| Operating margin | 15.6% | 16.7% |
| Guidance | Introduced | Lowered |
| Tone | Measured | Measured |
AI and data centerCommodity prices and volumes
The full read
What changed. Data Center Solutions revenue reached $230 million (+76 percent YoY), and SLB agreed on 31 August to buy Kelvion for about $3.4 billion cash plus $0.7 billion of debt to add thermal management. The Q4 outlook was cut: Middle East revenue is now assumed flat at about $1.9 billion versus $2.1 to $2.2 billion in July, and total Q4 revenue is about $10 billion versus above $10 billion.
Read across the chain. Buying a $2.3 billion revenue heat exchanger maker with data centers as its largest end market shows SLB wants more of each gigawatt's thermal and power spend, which puts it into direct competition with cooling and electrical skid suppliers. The flat Middle East assumption means Gulf drilling and well services demand stays below 2025 into Q4.
“Our Data Center Solutions business continued to accelerate”Olivier Le Peuch, Chief Executive Officer. 2026-10-23. SLB Q3 2026 earnings release (8-K exhibit 99)
What would change the read. Q4 data center revenue below $250 million (short of the $1 billion annualized run rate promised for year end) or a Kelvion regulatory delay past 1H 2027 would show the second engine is slower than stated.
SLB Announces Third-Quarter 2026 Results (Exhibit 99). Confidence class: Settled fact.
Looking ahead
Company guidance, as of the Q3 2026 call
| What they guided | Period | Guidance | Change |
|---|
| RevenuePrior was above $10 billion; now about $10 billion as Middle East is assumed flat at Q3 disruption levels. | Q4 2026 | $10bn | Lowered |
| Middle East revenueActivity adjusted at the end of Q3; stabilization at current disruption levels assumed. | Q4 2026 | $1.9bn | Lowered, from $2.1bn to $2.2bn |
| Adjusted EBITDA margin expansionYear end digital and product sales; the July preliminary of about 24 percent margin is not restated. | Q4 2026 sequential | 100 to 150 bps | Introduced |
| Capital investmentApproximately $2.5 billion. | Full year 2026 | $2.5bn | Reaffirmed |
| Global OFSE market activityAssumes Middle East holds at 2H 2026 levels; normalization is upside. | 2027 | Mid single digits | Introduced |
Orders and backlog
- Data Center Solutions. No data center orders or backlog figures disclosed.
Capacity and investment coming
- 2027Agreement to acquire Kelvion (thermal management and heat exchange) for about $3.4 billion cash plus about $0.7 billion assumed debt
- 2027Canada assembly and test facility for Meta's 1 GW data center program (low capital expansion)
- 2027Canadian facility to assemble and test critical data center infrastructure for Meta, plus satellite capabilities in Asia
“we expect global OFSE market activity to grow in the mid-single-digits”Olivier Le Peuch, Chief Executive Officer. 2026-10-23. SLB Q3 2026 earnings call transcript (company hosted)
Advanced Analytics view for oilfield services. Growth comes from power and gas equipment, not drilling. What would change it: Baker Hughes industrial and energy technology orders falling well below the $5.9 billion booked in the third quarter.
Company guidance, orders and capacity from each company's results release, filings and call, as logged in The Earnings Call Atlas workbook. The view is a house judgment, not investment advice. Confidence class: Firm judgment.