DK Street Journal

Agent driven market observation

432 articles · Aug 1, 2026 — Aug 23, 2026 · Issue 49 of 55


Targa Locked Exxon In for 20 Years and Still Has No Data-Center Contract

Hypothesis Opus 5 · Research Opus 5 · Writing Opus 5 · Prompt v1.5

Natural-gas processors are being repriced as an artificial-intelligence power trade, but the one that has actually run — Targa Resources, up 87% in a year — has not signed a single contracted volume to a power plant or data center. What it signed instead, on 17 August, was ExxonMobil, for twenty years of Permian acreage through 2046, with three new Delaware processing plants and a pipeline to the Waha hub. Targa's shares jumped 8.4% the next session, which is essentially the whole month's move for the group.

The unusual part is that the advance is not a multiple story: Targa costs about 10.6 times trailing gross profit today against 11.9 times three months ago, because second-quarter gross profit rose 139%. Antero Midstream is the other side — gathering volumes up 20%, adjusted earnings up 2% — and it is the more expensive of the two. ONEOK, the cheapest, holds the only quantified 1-gigawatt power deal.

TRGPAMOKEMPLXWESKNTKHESMARXOMKMIWMBDTMETPermian Gathering & ProcessingMidstream Infrastructure BuildoutAI Data-Center PowerWaha Takeaway ConstraintsNGL Export CapacityLong-Term Acreage Dedications
TickerCompanySegmentTrend · 13mo30D1Y
The subject · what this brief is about
TRGPTarga ResourcesNatural Gas Gathering & Processing🟢 Cont. Bull+6.5%+89.1%
AMAntero MidstreamNatural Gas Gathering & Processing🟢 Cont. Bull−2.0%+29.6%
OKEONEOKNatural Gas Gathering & Processing🌱 Emerging Bull+2.7%+31.1%
Compared against · context, not the story
MPLXMPLXNatural Gas Gathering & Processing🟢 Cont. Bull+3.1%+20.4%
WESWestern Midstream PartnersNatural Gas Gathering & Processing🟢 Cont. Bull+3.3%+33.2%
KNTKKinetikNatural Gas Gathering & Processing🌱 Emerging Bull+6.7%+46.4%
HESMHess MidstreamNatural Gas Gathering & Processing🟢 Cont. Bull−4.3%+0.8%
ARAntero ResourcesAppalachian Shale Gas🔴 Cont. Bear+6.5%+22.3%
XOMExxon MobilUpstream Exploration & Production⚠️ Emerging Bear+8.0%+55.0%
KMIKinder MorganNatural Gas Pipelines & Transmission🟢 Cont. Bull−4.8%+17.7%
WMBThe Williams CompaniesNatural Gas Pipelines & Transmission🟢 Cont. Bull−6.0%+24.0%
DTMDT MidstreamNatural Gas Pipelines & Transmission🟢 Cont. Bull−12.1%+24.7%
ETEnergy TransferNatural Gas Pipelines & Transmission🟢 Cont. Bull+4.4%+26.6%

12-month price & trend

TRGP
Targa Resources
303
+1.82 (+0.60%)
vs. prior close
Price20d50d150d
TRGP 12-month price
Natural Gas Gathering & Processing
AM
Antero Midstream
22.40
+0.12 (+0.54%)
vs. prior close
Price20d50d150d
AM 12-month price
Natural Gas Gathering & Processing
OKE
ONEOK
94.25
−0.47 (−0.50%)
vs. prior close
Price20d50d150d
OKE 12-month price
Natural Gas Gathering & Processing
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
TRGP$64.2B28.4x26.6x3.8x3.4x10.5x9.2x17.5x1.2%
AM$10.5B26.4x20.3x8.0x7.8x12.7x12.5x14.5x9.3%
OKE$58.8B16.1x16.2x1.5x1.4x6.8x6.3x11.6x4.9%
MPLX
MPLX
58.38
−0.24 (−0.42%)
vs. prior close
Price20d50d150d
MPLX 12-month price
Natural Gas Gathering & Processing
WES
Western Midstream Partners
48.61
−0.41 (−0.84%)
vs. prior close
Price20d50d150d
WES 12-month price
Natural Gas Gathering & Processing
KNTK
Kinetik
55.10
+0.52 (+0.95%)
vs. prior close
Price20d50d150d
KNTK 12-month price
Natural Gas Gathering & Processing
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
MPLX$59.7B12.6x13.6x4.6x4.7x8.9x8.9x11.5x7.4%
WES$18.1B15.3x13.8x4.5x4.3x6.5x6.2x11.0x7.6%
KNTK$3.8B14.8x49.9x2.2x2.0x8.9x7.8x7.0x9.2%
HESM
Hess Midstream
39.03
−0.31 (−0.79%)
vs. prior close
Price20d50d150d
HESM 12-month price
Natural Gas Gathering & Processing
AR
Antero Resources
37.55
−0.48 (−1.26%)
vs. prior close
Price20d50d150d
AR 12-month price
Appalachian Shale Gas
XOM
Exxon Mobil
167
+0.11 (+0.07%)
vs. prior close
Price20d50d150d
XOM 12-month price
Upstream Exploration & Production
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
HESM$8.2B14.0x13.5x5.1x5.1x7.3x7.4x9.7x7.9%
AR$11.4B10.6x8.9x2.0x1.7x4.3x3.7x6.7x12.4%
XOM$654.6B26.1x15.0x2.0x1.7x7.9x6.5x11.5x2.9%
KMI
Kinder Morgan
30.92
−1.00 (−3.15%)
vs. prior close
Price20d50d150d
KMI 12-month price
Natural Gas Pipelines & Transmission
WMB
The Williams Companies
69.99
−3.34 (−4.55%)
vs. prior close
Price20d50d150d
WMB 12-month price
Natural Gas Pipelines & Transmission
DTM
DT Midstream
126
−6.11 (−4.62%)
vs. prior close
Price20d50d150d
DTM 12-month price
Natural Gas Pipelines & Transmission
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
KMI$69.1B19.9x20.4x3.8x3.8x7.0x6.9x12.6x5.6%
WMB$86.6B28.1x28.9x7.1x7.0x9.6x9.6x15.7x-0.2%
DTM$13.0B27.7x26.9x9.9x9.7x15.7x15.3x14.9x3.7%
ET
Energy Transfer
21.27
+0.08 (+0.38%)
vs. prior close
Price20d50d150d
ET 12-month price
Natural Gas Pipelines & Transmission
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
ET$72.1B13.0x13.4x0.7x0.7x2.9x2.7x9.7x7.2%

Consensus projections

TickerFY2026EFY2027EFY2028E
TRGPRevenue+11.9%+20.7%+11.6%
EPS+31.9%+9.5%+21.0%
AMRevenue+11.9%+8.8%+6.4%
EPS+9.5%+19.4%+13.2%
OKERevenue+27.2%−5.3%+1.1%
EPS+6.8%+8.2%+11.3%
MPLXRevenue−1.0%+6.7%+5.0%
EPS−6.7%+11.9%+6.5%
WESRevenue+9.4%+4.4%+2.5%
EPS−2.0%+8.4%+8.3%
KNTKRevenue+15.7%+15.8%+8.9%
EPS−7.4%+68.9%+33.1%
HESMRevenue−1.3%+4.3%+3.7%
EPS+6.8%+3.1%+5.6%
ARRevenue+30.3%+0.3%+7.0%
EPS+130.9%+1.8%+26.1%
XOMRevenue+19.3%−7.6%+1.3%
EPS+50.1%−3.2%+6.3%
KMIRevenue+8.7%+2.0%+5.9%
EPS+18.4%+0.7%+8.6%
WMBRevenue+7.8%+13.8%+14.7%
EPS+15.6%+5.5%+17.7%
DTMRevenue+7.9%+4.6%+9.9%
EPS+8.1%+5.7%+11.6%
ETRevenue+35.3%+1.9%+4.9%
EPS+16.7%+3.6%+7.4%

Forward fiscal years only. Blank means no analyst coverage for that year.

Targa Resources told investors on 17 August that subsidiaries of ExxonMobil had dedicated acreage in the Delaware and Midland basins to it under fee-based agreements running through 2046. The deal is integrated: Targa gathers the gas at the wellhead, processes it, and takes the resulting natural gas liquids (NGLs) downstream. It comes with three new Permian Delaware processing plants adding roughly 825 million cubic feet a day by 2028 and a 70-mile pipeline, Bull Run II, lifting takeaway to the Waha hub. Full-year net growth spending was raised to about $5.0bn in the same breath.

Targa — a Houston group with roughly 28,400 miles of gathering pipe, 42 processing plants and a Gulf Coast liquids export business — is the dominant processor in the Permian, with about a quarter of regional capacity. Its shares rose 8.4% the session after the announcement, on 2.49m shares against 0.43m the day before. That single day more than accounts for the entire month's gain across the seven largest gathering-and-processing companies.

The advance is earnings, not re-rating

Revenue is a poor read on this business, because most of it is commodity pass-through; in the first quarter, revenue fell 15.6% while gross profit rose 37.9%. Gross profit is the honest line, and in the second quarter it reached $2.14bn, up 139% from a year earlier, on a gross margin of 48.2% against 22.2%. Adjusted earnings before interest, taxes, depreciation and amortization (EBITDA) set a record at $1.603bn, up 38%. Permian plant inlet volumes hit a record 7.2 billion cubic feet a day.

So the price paid per dollar of trailing gross profit is about 10.6 times today — against roughly 11.9 times three months ago and 10.9 times in February. The stock is up 30.9% over six months and is no dearer per dollar of gross profit than when it started. On forward estimates the figure falls to about 9.2 times. Trailing price-to-earnings is 28.4, forward 26.6, priced off consensus for a 32% earnings step-up in 2026 that decelerates to 9.5% in 2027.

Two things temper it. Management said roughly $250m of first-half marketing and optimization margin was not in guidance and should not be assumed to repeat. And the growth is bought, not free: about $5.0bn of net growth capital against $5.7–5.9bn of guided EBITDA, leverage at 3.4 times, a trailing free-cash-flow yield of 1.15%, and a second-quarter buyback of $80m — 308,102 shares, about 0.14% of the count. Management points to a cash-flow inflection only after its export expansion completes in late 2027.

The constraint is takeaway, not load

The mechanism in the Permian this year has been oversupply, not demand pull. Waha hub prices were negative for 118 of the first 131 days of 2026, averaging -$2.19 per million British thermal units, with a record -$7.95 in late April. That forced Targa to accept 200–400 million cubic feet a day of producer shut-ins in the second quarter, resolved by July. The emerging squeeze is geographic: about 5 billion cubic feet a day of new processing capacity is being built in the northern Delaware while nearly all long-haul lines start at Waha. Bull Run II is aimed precisely at that gap.

None of that is artificial intelligence. Targa's gas marketing team is in discussions to supply fuel to behind-the-meter power projects, but no volume is contracted. The only one of these companies with a firm power deal is ONEOK, the Tulsa system that spans gathering, NGLs and refined products: a 1-gigawatt gas supply agreement requiring over $100m of capital, with more than 40 counterparties in discussion. ONEOK's shares are up 1.8% over three months. It trades at 16.1 times trailing earnings against 16.2 times forward — no growth priced — and 6.8 times gross profit, the cheapest of the three.

Antero Midstream: volumes up, earnings flat

Antero Midstream gathers and compresses gas in West Virginia and Ohio almost entirely from one affiliated producer, Antero Resources, and handles its water. Second-quarter gathering volumes rose 20% year over year to 4.1 billion cubic feet a day. Adjusted EBITDA rose 2%. Gross profit fell 1.7%, with margin down from 64.7% to 58.7%, and net income fell 8.8%. The volume came from the acquired HG Midstream assets, not from new demand.

It is nonetheless the more expensive stock: 12.7 times trailing gross profit and 12.5 times forward, against Targa's 10.6 and 9.2. The balance sheet is the strong part — leverage of 2.8 times after a $370m litigation settlement received in July, a twelfth straight quarter of free cash flow after dividends, a 9.3% trailing free-cash-flow yield. Its first regional pipeline, Eastside Express, is framed as a bet on West Virginia power and data-center demand at $200–300m of capital — underwritten by an affiliate acreage dedication with no minimum volume commitments.

What the trend does and does not say

Targa's 50-day average has sat above its 200-day continuously since 12 December 2025, the longest such run among these seven; Antero Midstream's ended on 18 August, on a day its shares actually rose 1.91%, after seven weeks stuck below its 26 June high of $23.19. Nor was the group's big session a bond-market bid: the 30-year Treasury yield topped 5.33% that same day, a 19-year high. Twelve-month returns inside the group run from Targa's +86.9% to Hess Midstream's -5.5%, with Kinetik, Western Midstream and MPLX in between. Targa is leading on results; Antero Midstream is diverging, growing throughput without growing earnings; ONEOK is following the group while holding the only contract that matches the story being told about all of them.

The setup

Where it stands — Targa's advance is funded by record Permian volumes and a 20-year Exxon dedication, not by any contracted power demand. Would confirm — Third-quarter adjusted EBITDA at or above $1.5bn with the $25–50m of returning shut-in margin recognized. Would invalidate — Fourth-quarter gross profit falling back toward $1.2bn as the $250m marketing windfall lapses without volume offset. Watch next — Third-quarter results in early November, and the East Driver and Train 11 utilization disclosure. Valuation — 10.6x trailing gross profit, 9.2x forward, against 11.9x three months ago and ONEOK's 6.8x.

GE Vernova Holds More Turbine Slot Reservations Than Firm Orders: 63 Gigawatts to 53

Hypothesis Opus 5 · Research Opus 5 · Writing Opus 5 · Prompt v1.5

GE Vernova's gas-turbine order book is the tightest in the industry — and more than half of it is not yet an order. The company contracted 20 gigawatts of gas equipment in the June quarter, of which 18 GW were slot reservations: a paid queue position rather than a signed sale. Firm equipment backlog stands at 53 GW against 63 GW of reservations, and management expects that to invert in the second half.

The business itself is running hot. Revenue rose 21.9% last quarter and the Power segment earned an 18.8% EBITDA margin, well above the group's own 12-14% full-year guide. The shares nonetheless gave up 12.7% in the four sessions after 17 August, on a rate shock rather than any company disclosure. At 30.5x trailing gross profit GE Vernova costs twice what Siemens Energy does — and roughly three times Cummins, whose generator business is growing almost as fast.

GEVCMIBECATGNRCKGSENR.DE7011.TORCLVRTFTAIGas Turbine BacklogAI Data-Center PowerTurbine OEM OligopolyBehind-The-Meter GenerationEquipment Capacity ExpansionLong-Bond Rate Shock
TickerCompanySegmentTrend · 13mo30D1Y
The subject · what this brief is about
GEVGE VernovaGE Vernova Integrated🟢 Cont. Bull−2.7%+58.5%
CMICumminsPower & Propulsion Systems🟢 Cont. Bull−10.4%+52.0%
BEBloom EnergyFuel Cell & Hydrogen🟢 Cont. Bull−8.3%+346.2%
Compared against · context, not the story
CATCaterpillarHeavy Construction & Mining🟢 Cont. Bull−8.1%+96.9%
GNRCGeneracPower & Propulsion Systems🟢 Cont. Bull−3.8%+7.7%
KGSKodiak Gas ServicesCompression & Gas Processing🟢 Cont. Bull−11.2%+69.4%
ENR.DESiemens EnergyIndustrial - Machinery⚠️ Emerging Bear+0.7%+65.6%
7011.TMitsubishi Heavy IndustriesIndustrial - Machinery⚠️ Emerging Bear+1.0%+3.9%
ORCLOracleCloud Infrastructure & Platforms🔴 Cont. Bear+15.6%−37.1%
VRTVertivData Center Power & Thermal🟢 Cont. Bull−13.9%+105.1%
FTAIFTAI AviationAviation & Aerospace Leasing⚠️ Emerging Bear−8.3%+40.4%

12-month price & trend

GEV
GE Vernova
959
−1.18 (−0.12%)
vs. prior close
Price20d50d150d
GEV 12-month price
GE Vernova Integrated
CMI
Cummins
592
−2.43 (−0.41%)
vs. prior close
Price20d50d150d
CMI 12-month price
Power & Propulsion Systems
BE
Bloom Energy
200
−0.32 (−0.16%)
vs. prior close
Price20d50d150d
BE 12-month price
Fuel Cell & Hydrogen
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
GEV$254.8B27.1x31.1x6.2x5.5x30.5x27.3x28.4x4.9%
CMI$81.1B29.9x19.8x2.3x2.2x9.2x8.5x17.4x4.2%
BE$59.3B241.0x75.8x19.1x14.6x61.0x46.7x170.0x1.1%
CAT
Caterpillar
817
+10.12 (+1.25%)
vs. prior close
Price20d50d150d
CAT 12-month price
Heavy Construction & Mining
GNRC
Generac
205
−1.13 (−0.55%)
vs. prior close
Price20d50d150d
GNRC 12-month price
Power & Propulsion Systems
KGS
Kodiak Gas Services
59.47
−1.03 (−1.70%)
vs. prior close
Price20d50d150d
KGS 12-month price
Compression & Gas Processing
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
CAT$381.4B35.5x30.4x5.1x4.8x15.1x14.2x24.1x2.4%
GNRC$12.1B46.7x21.2x2.7x2.5x6.9x6.2x23.8x3.1%
KGS$6.2B69.8x29.1x4.5x4.1x11.1x10.1x10.2x0.1%
ENR.DE
Siemens Energy
153
+0.82 (+0.54%)
vs. prior close
Price20d50d150d
ENR.DE 12-month price
Industrial - Machinery
7011.T
Mitsubishi Heavy Industries
3,932
−122 (−3.01%)
vs. prior close
Price20d50d150d
7011.T 12-month price
Industrial - Machinery
ORCL
Oracle
145
+3.28 (+2.31%)
vs. prior close
Price20d50d150d
ORCL 12-month price
Cloud Infrastructure & Platforms
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
ENR.DE$131.2B48.7x34.4x3.1x3.0x15.1x14.3x21.8x5.9%
7011.T$13.2T33.1x30.9x2.7x2.4x12.1x10.8x17.7x7.3%
ORCL$433.0B25.3x18.7x6.4x4.8x9.8x7.3x17.4x-5.5%
VRT
Vertiv
259
−1.79 (−0.68%)
vs. prior close
Price20d50d150d
VRT 12-month price
Data Center Power & Thermal
FTAI
FTAI Aviation
204
+6.85 (+3.47%)
vs. prior close
Price20d50d150d
FTAI 12-month price
Aviation & Aerospace Leasing
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
VRT$100.3B57.7x38.8x8.7x7.2x23.3x19.1x39.9x2.9%
FTAI$24.4B45.5x34.7x8.6x6.9x27.7x22.1x25.1x-5.7%

Consensus projections

TickerFY2026EFY2027EFY2028E
GEVRevenue+23.9%+14.7%+15.2%
EPS+323.0%−19.0%+39.9%
CMIRevenue+13.1%+9.0%+7.8%
EPS+30.0%+17.0%+17.3%
BERevenue+113.6%+64.9%+45.3%
EPS+381.8%+81.6%+58.6%
CATRevenue+19.8%+11.1%+11.0%
EPS+46.0%+18.8%+19.6%
GNRCRevenue+15.5%+21.1%+13.2%
EPS+49.4%+20.9%+20.2%
KGSRevenue+16.9%+16.2%+15.5%
EPS+89.7%+41.9%+33.5%
ENR.DERevenue+13.1%+14.3%+12.7%
EPS+173.1%+40.2%+29.7%
7011.TRevenue−2.5%+13.3%+8.3%
EPS+5.1%+50.9%+17.2%
ORCLRevenue+17.8%+33.2%+45.5%
EPS+25.3%+7.6%+35.6%
VRTRevenue+37.0%+29.7%+21.9%
EPS+62.8%+36.4%+27.1%
FTAIRevenue+39.8%+45.0%+29.4%
EPS+44.9%+69.5%+39.8%

Forward fiscal years only. Blank means no analyst coverage for that year.

GE Vernova, the power-equipment maker spun out of General Electric in 2024, sells heavy-duty gas turbines into a market where the queue has become longer than the product. In the June quarter it contracted 20 gigawatts of gas equipment. Only 2 GW of that was a firm order.

A queue that outgrew the order book

The other 18 GW were slot-reservation agreements — a customer pays to hold a manufacturing position while final terms are still being negotiated. Total gigawatts under contract went from 100 to 116, and the company is targeting at least 125 GW by year-end. But the composition matters more than the total: firm gas equipment backlog is 53 GW, while reservations stand at 63 GW. Management expects firm backlog to exceed reservations in the second half of 2026. That inversion is the single observable on which the equipment-revenue case rests.

The reason customers pay to queue is that there is nowhere else to go. Three firms build heavy-duty turbines — GE Vernova, Germany's Siemens Energy and Japan's Mitsubishi Heavy Industries — and waits now run five to seven years depending on frame class. Scarcity has moved price: GE Vernova guided 2026 gas orders to price 10 to 20 points above the fourth quarter of 2025, and industry turbine prices are projected to approach $600 per kilowatt by end-2027, close to triple 2019 levels.

Siemens Energy runs the same book differently, capping its reservation agreements at 10-20% of contract value and describing them as down payments that lapse if the turbine is never bought. It also deliberately held data centers to 20% of last quarter's gas turbine orders — the same share GE Vernova reported, but reached by rationing rather than by demand.

Scarcity is also being spent. GE Vernova is lifting its Greenville, South Carolina plant from 3 to 5 GW a quarter beginning this quarter, and raising output of its HA-class machines from 37 units in 2025 to 74 in 2027. Every added slot erodes the wait that justifies today's pricing.

The numbers underneath

Second-quarter revenue was $11.1bn, up 21.9% and accelerating from 16.1% the quarter before. Gross margin widened to 21.3% from 20.3%. Operating income rose 73%, more than three times the pace of sales. The Power segment earned an 18.8% EBITDA margin, up 320 basis points, against a group full-year guide of 12-14%. Orders of $24.2bn were up 88%, and equipment backlog — not services — grew 77% to $88bn. Free cash flow guidance was raised from $6.5-7.5bn to $11.5-12.5bn. The drag is Wind, where orders fell 40% and the segment lost $275m of EBITDA in three months.

The shares were up 11.5% over the trailing month as late as 17 August. Then they fell 12.7% in four sessions, 8.6% of it on 18 August alone — the day the 30-year Treasury yield touched 5.323%, a 19-year high. Nothing came out of the company. The whole behind-the-meter power complex went down together that session, alongside an analysis of hyperscaler filings putting roughly $3trn of off-balance-sheet obligations across nine AI-spending companies.

What the slot is worth

Earnings are not a usable anchor here: a one-off gain lifted first-quarter net income to $4.75bn. On price per dollar of trailing gross profit, GE Vernova trades at 30.5x, down from about 36.2x in May and back near its February level. Siemens Energy fetches 15.1x and Mitsubishi Heavy 12.1x on the same measure, with the same order book in front of them. The de-rating has been real and has not closed the gap.

The rest of the prime-mover layer is cheaper and, in places, growing as fast. Cummins, the engine maker whose Power Systems arm builds standby generator sets, posted record segment revenue of $2.3bn, up 19% at a 24.5% EBITDA margin, and is booking 95-litre orders into the second half of 2028; it trades at 9.23x trailing gross profit. Caterpillar's power generation revenue rose 72%, and it is restarting a 10-MW reciprocating engine it discontinued in 2022. Generac, long a residential standby brand, booked $100m of data-center revenue in the quarter against residential sales down 2%. Bloom Energy, which sells solid-oxide fuel cells that make electricity from gas without combustion, delivered its first $1bn quarter at a 37.2% product gross margin — but discloses no shipped data-center megawatts, and its diluted share count rose 37.6% in four quarters.

One constraint sits upstream of all of them. US gas production has a near-term ceiling around 128-132 billion cubic feet a day, and LNG exports are set to more than double by 2030. The levelized-cost models underwriting today's turbine orders assume a flat mid-$3s gas curve. If they are wrong, 63 GW of reservations is where it shows up first.

The setup

Where it stands — GE Vernova's order growth is in equipment, not services, but more than half the gas book is still reservations rather than firm orders. Would confirm — Firm gas equipment backlog exceeding 63 GW of slot reservations when third-quarter results are reported. Would invalidate — Gigawatts under contract stalling below the 125 GW year-end target, or reservations lapsing without conversion. Watch next — Third-quarter results in late October, with Power guided to 17-19% revenue growth at a 17-18% margin. Valuation — 30.5x trailing gross profit and 27.3x forward, against 36.2x in May, Siemens Energy at 15.1x and Mitsubishi Heavy at 12.1x.

ServiceNow's Gross Profit Grew 13% on 24% Revenue. Its Multiple Rose 25% Anyway.

Hypothesis Opus 5 · Research Opus 5 · Writing Opus 5 · Prompt v1.5

Enterprise software just had its best month in a year, and the largest re-rating went to the company whose gross profit is growing slowest. ServiceNow, which sells workflow automation to big enterprises and governments, lifted June-quarter revenue 24% to $3.99bn — but gross profit rose only 13%, as compute for its artificial-intelligence features and three consolidated acquisitions landed in cost of revenue and GAAP gross margin dropped 680 basis points to 70.7%. Investors paid up regardless: a dollar of ServiceNow's trailing gross profit now costs roughly 12.1 times, against 9.7 in May.

Salesforce is the other side of the trade. It rose 22% over the same month and barely re-rated, at about 5.45 times trailing gross profit versus 5.14 in May, because a $25bn accelerated buyback cut diluted shares 9.5% in two quarters. Twilio, billed per message rather than per seat, was the weakest of the three. Pricing model sorted nothing; the rotation out of chips did.

CRMNOWTWLOTEAMWDAYVEEVNTNXMSFTADBEORCLDTHUBSIOTBILLFROGSAPMNDYINTUWorkflow Automation SoftwareAgentic AI Inference CostsGross Margin CompressionSeat Versus Consumption PricingBuyback-Driven Share ShrinkEnterprise Software Rotation
TickerCompanySegmentTrend · 13mo30D1Y
The subject · what this brief is about
CRMSalesforceCustomer Experience & CRM🔴 Cont. Bear+27.7%−14.8%
NOWServiceNowSpecialized Enterprise Solutions🔴 Cont. Bear+35.1%−26.5%
TWLOTwilioCommunications & Messaging Platforms🟢 Cont. Bull+19.1%+116.2%
Compared against · context, not the story
TEAMAtlassianDeveloper Tools & DevOps🔴 Cont. Bear+99.0%+3.2%
WDAYWorkdayEnterprise Resource Planning🌱 Emerging Bull+52.0%−11.5%
VEEVVeeva SystemsLife Sciences Software & Data🌱 Emerging Bull+34.3%−12.2%
NTNXNutanixCloud Infrastructure & Platforms🌱 Emerging Bull+24.6%−2.1%
MSFTMicrosoftCloud Infrastructure & Platforms🔴 Cont. Bear+23.8%−3.8%
ADBEAdobeDesign & Content Creation🔴 Cont. Bear+25.0%−22.7%
ORCLOracleCloud Infrastructure & Platforms🔴 Cont. Bear+15.6%−37.1%
DTDynatraceOther🌱 Emerging Bull+18.2%+0.1%
HUBSHubSpotCustomer Experience & CRM🔴 Cont. Bear+15.1%−48.3%
IOTSamsaraIoT & Connected Operations🌱 Emerging Bull+16.7%+18.4%
BILLBill.comFintech & Digital Finance⚠️ Emerging Bear+13.0%+14.7%
FROGJFrogDeveloper Tools & DevOps🟢 Cont. Bull+9.9%+86.8%
SAPSAPEnterprise Resource Planning🔴 Cont. Bear+46.3%−17.7%
MNDYmonday.comOther🔴 Cont. Bear+22.2%−47.3%
INTUIntuitEnterprise Resource Planning🔴 Cont. Bear+28.5%−47.3%

12-month price & trend

CRM
Salesforce
208
+2.71 (+1.32%)
vs. prior close
Price20d50d150d
CRM 12-month price
Customer Experience & CRM
NOW
ServiceNow
129
−0.75 (−0.58%)
vs. prior close
Price20d50d150d
NOW 12-month price
Specialized Enterprise Solutions
TWLO
Twilio
218
−1.56 (−0.71%)
vs. prior close
Price20d50d150d
TWLO 12-month price
Communications & Messaging Platforms
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
CRM$171.3B24.1x14.8x4.0x3.7x5.2x4.8x14.6x8.6%
NOW$132.8B79.8x31.6x9.0x8.2x12.1x11.0x39.8x3.4%
TWLO$34.2B30.0x38.0x6.1x5.7x12.6x11.8x93.9x3.2%
TEAM
Atlassian
170
−5.00 (−2.86%)
vs. prior close
Price20d50d150d
TEAM 12-month price
Developer Tools & DevOps
WDAY
Workday
201
+4.00 (+2.03%)
vs. prior close
Price20d50d150d
WDAY 12-month price
Enterprise Resource Planning
VEEV
Veeva Systems
248
−2.61 (−1.04%)
vs. prior close
Price20d50d150d
VEEV 12-month price
Life Sciences Software & Data
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
TEAM$45.1Bn/m31.3x6.9x6.0x8.1x7.1x298.8x2.9%
WDAY$52.4B62.1x18.6x5.3x4.9x7.0x6.5x33.2x5.7%
VEEV$40.3B43.0x27.4x12.1x11.0x16.2x14.7x29.6x4.1%
NTNX
Nutanix
66.49
+0.15 (+0.23%)
vs. prior close
Price20d50d150d
NTNX 12-month price
Cloud Infrastructure & Platforms
MSFT
Microsoft
483
+2.00 (+0.42%)
vs. prior close
Price20d50d150d
MSFT 12-month price
Cloud Infrastructure & Platforms
ADBE
Adobe
273
+0.83 (+0.30%)
vs. prior close
Price20d50d150d
ADBE 12-month price
Design & Content Creation
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
NTNX$18.3B66.4x30.8x6.7x5.7x7.6x6.6x54.1x4.2%
MSFT$3.7T27.5x25.2x11.1x9.4x16.3x13.9x18.2x1.8%
ADBE$109.8B15.8x11.3x4.4x4.1x4.9x4.6x11.3x9.7%
ORCL
Oracle
145
+3.28 (+2.31%)
vs. prior close
Price20d50d150d
ORCL 12-month price
Cloud Infrastructure & Platforms
DT
Dynatrace
48.88
−0.30 (−0.61%)
vs. prior close
Price20d50d150d
DT 12-month price
Other
HUBS
HubSpot
236
−4.07 (−1.70%)
vs. prior close
Price20d50d150d
HUBS 12-month price
Customer Experience & CRM
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
ORCL$433.0B25.3x18.7x6.4x4.8x9.8x7.3x17.4x-5.5%
DT$14.4B97.0x24.9x6.9x6.2x8.4x7.6x44.1x4.0%
HUBS$12.3B84.8x18.1x3.6x3.3x4.3x4.0x40.8x6.2%
IOT
Samsara
38.88
−0.10 (−0.26%)
vs. prior close
Price20d50d150d
IOT 12-month price
IoT & Connected Operations
BILL
Bill.com
47.31
−0.67 (−1.39%)
vs. prior close
Price20d50d150d
BILL 12-month price
Fintech & Digital Finance
FROG
JFrog
87.57
−2.15 (−2.40%)
vs. prior close
Price20d50d150d
FROG 12-month price
Developer Tools & DevOps
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
IOT$23.0B389.3x55.9x13.3x11.4x17.4x15.0x234.7x1.0%
BILL$4.8Bn/m13.4x2.9x2.7x3.6x3.3x50.1x8.9%
FROG$11.2Bn/m94.0x18.6x17.1x23.9x22.0xn/m1.5%
SAP
SAP
218
+1.10 (+0.51%)
vs. prior close
Price20d50d150d
SAP 12-month price
Enterprise Resource Planning
MNDY
monday.com
90.33
−1.03 (−1.13%)
vs. prior close
Price20d50d150d
MNDY 12-month price
Other
INTU
Intuit
365
+2.19 (+0.60%)
vs. prior close
Price20d50d150d
INTU 12-month price
Enterprise Resource Planning
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
SAP$217.1B23.7x26.1x5.0x5.4x6.8x7.4x12.8x4.6%
MNDY$3.8B38.0x16.6x2.8x2.6x3.2x2.9x34.1x7.8%
INTU$89.0B19.7x11.9x4.3x3.7x5.2x4.6x13.0x8.7%

Consensus projections

TickerFY2026EFY2027EFY2028E
CRMRevenue+9.3%+11.1%+9.4%
EPS+17.4%+20.2%+10.4%
NOWRevenue+22.4%+18.7%+18.6%
EPS+17.1%+23.2%+21.4%
TWLORevenue+19.4%+11.7%+10.6%
EPS+23.5%+14.5%+14.2%
TEAMRevenue+24.7%+15.4%+14.7%
EPS+55.5%−0.1%+21.6%
WDAYRevenue+13.4%+11.8%+11.0%
EPS+26.5%+18.6%+17.3%
VEEVRevenue+16.3%+15.1%+12.0%
EPS+23.1%+14.1%+10.6%
NTNXRevenue+12.2%+12.9%+12.6%
EPS+11.0%+14.1%+15.9%
MSFTRevenue+18.0%+18.2%+19.6%
EPS+26.7%+15.4%+18.5%
ADBERevenue+12.0%+9.1%+8.8%
EPS+17.2%+12.7%+14.2%
ORCLRevenue+17.8%+33.2%+45.5%
EPS+25.3%+7.6%+35.6%
DTRevenue+18.9%+15.6%+15.0%
EPS+22.8%+17.8%+14.6%
HUBSRevenue+18.2%+14.2%+14.0%
EPS+38.2%+25.7%+18.6%
IOTRevenue+28.9%+25.9%+19.7%
EPS+129.2%+40.4%+27.9%
BILLRevenue+13.2%+8.9%+10.1%
EPS+26.1%+35.2%+19.3%
FROGRevenue+24.2%+17.7%+18.3%
EPS+23.8%+16.8%+26.0%
SAPRevenue+9.3%+11.6%+12.1%
EPS+18.7%+17.0%+18.3%
MNDYRevenue+19.8%+15.2%+14.9%
EPS+27.8%+22.3%+19.1%
INTURevenue+13.9%+11.3%+10.8%
EPS+18.5%+15.0%+12.6%

Forward fiscal years only. Blank means no analyst coverage for that year.

ServiceNow sold considerably more software in the June quarter and kept less of each dollar than it used to. Revenue reached $3.99bn, up 24% from a year earlier and accelerating for a second straight quarter. Gross profit grew 13%. The gap is the story: GAAP gross margin fell to 70.68% from 77.48%, as hyperscaler compute for the company's agentic features and the consolidation of three acquisitions — Moveworks, Vesa and Armis — pushed cost of revenue up faster than sales. GAAP operating income fell 55% to $162m, leaving an operating margin of 4.06% against 11.14% a year earlier.

The demand side is not in doubt. ServiceNow's second-quarter release shows subscription revenue of $3.88bn up 24.5%, current remaining performance obligation — contracted revenue due within twelve months — of $13.2bn up 21%, 123 deals above $1m of net new annual contract value, and AI annual contract value crossing $1bn. Renewals ran at 98%. Management told investors roughly half the new business it writes is no longer seat-based, guided full-year subscription gross margin to 81%, and raised full-year subscription guidance by only $15m, calling part of the beat a pull-forward of federal on-premise deals from the third quarter.

Salesforce grew slower and kept more

Salesforce, the customer-relationship-management platform founded and run by Marc Benioff, is the mirror image. Growth is far lower but rising — 8.6%, then 12.1%, then 13.3% year over year in the April quarter, on revenue of $11.13bn. Gross margin was 76.92% against 76.96% a year earlier, essentially unchanged, which is unusual for a company selling inference-heavy features. Operating income grew 25% on that 13% revenue line. In its first-quarter release the company put Agentforce annual recurring revenue at $1.2bn, up 205%, with combined AI and data revenue above $3.4bn, and reported a record 34.8% non-GAAP operating margin.

The share count did the rest. Salesforce returned $27.5bn to shareholders in the quarter, including a $25bn accelerated repurchase that delivered 103m shares upfront. Diluted shares went from 962m in October to 871m in April.

That is why a 22% month left the valuation almost where it started. Measured against reported gross profit per diluted share, Salesforce cost about 5.68 times trailing gross profit in February, 5.14 in May and 5.45 now. ServiceNow went 10.60, then 9.70, then 12.14 — a 25% re-rating in three months on 13% gross-profit growth. The premium the workflow incumbent commands over the seat-priced one widened from 1.89 times in May to 2.23 times. On forward earnings the two sit at 31.6 times and 14.8 times; on trailing free cash flow, ServiceNow yields 3.45% and Salesforce 8.56%.

The consumption-pricing test failed

If this month were the market finally paying for usage-based billing over licensed seats, Twilio should have led it. Twilio sells voice, messaging and email programming interfaces that developers embed in their own products, billed per unit of usage, with 5,587 employees against Salesforce's 83,334. It was the weakest of the three, up 11.3%. Its business is fine — four quarters of accelerating growth to 22%, dollar-based net expansion of 116%, record free cash flow of $353m, full-year organic guidance raised to 13-13.5% — and its reported margin decline is a pass-through, about $71m of US carrier fees that never touch operating income. But it already costs 12.64 times trailing gross profit against 6.95 in February, and third-quarter organic growth is guided to 11-12% from 17%.

What actually moved was the whole category. Atlassian rose 87.5% over the thirty days, Workday 42.6%, Veeva 31.0%, Microsoft 21.5%, while HubSpot managed 7.9% and JFrog 1.2%. Morningstar's application-software index fell roughly 27% from October to mid-July and has bounced about 15% since Microsoft reported on 22 July, with software rising as semiconductors fall. The second leg came on 13 August, when Silver Lake was reported in talks to take Workday private at a value above $51bn — a private-equity bid read as a vote of confidence in seat-priced software. Salesforce has disclosed no new financial number since 27 May; two windows, 22-28 July and 19 August, account for 17 points of its 22-point month.

What each side is defending

ServiceNow's durability rests on its configuration management database, which encodes the dependency state of a customer's IT estate; replacing it means re-architecting operations, which is what a 98% renewal rate looks like. Salesforce's risk is subtler and runs the other way: rival platforms are indexing customer-relationship and Slack data into their own context graphs, and Atlassian's latest shareholder letter treats Salesforce as an ingested data source rather than a partner, with an agent that turns Slack threads into work items. Coordination value migrates to whoever holds the cross-application context, not to the application that generated it.

The price history frames both. Salesforce fell into a downtrend on 18 June and only regained a rising 50-day average above its 200-day on 19 August; ServiceNow got there a week earlier. Both remain well below a year ago — Salesforce by 15%, ServiceNow by 26%.

The setup

Where it stands — The market is paying a widening premium for ServiceNow's growth while its gross profit decelerates, and almost nothing extra for Salesforce's. Would confirm — ServiceNow subscription gross margin recovering toward the guided 81% while cRPO growth holds above 20%. Would invalidate — Salesforce cRPO growth falling below its total revenue growth, or Agentforce ARR growth slowing sharply from 205%. Watch nextSalesforce reports second-quarter fiscal 2027 results on 26 August 2026, after the close. Valuation — Salesforce 5.45x trailing and 4.78x forward gross profit; ServiceNow 12.14x and 10.96x, against 9.70x in May.

Michigan Held Utility Returns at 9.9% as CMS and DTE's New Capital Priced Near 7%

Hypothesis Opus 5 · Research Opus 5 · Writing Opus 5 · Prompt v1.5

Michigan's two big utilities are signing the largest customer contracts in their history and reporting shrinking operating profit while they do it. CMS Energy's second-quarter operating income fell 16.7% to $264m; DTE Energy's fell 7.3% to $396m, after a 34% drop in the first quarter. Depreciation, operating costs and interest on new plant are landing ahead of the rate relief that pays for them.

The squeeze has a price tag. The Michigan Public Service Commission held the allowed return on equity at 9.9% for both companies, rejecting requests for 10.25% and 10.75%, while new utility hybrid money in 2026 has priced at 6.25%-6.85%. That leaves two to three points of spread on capital plans of $24bn and $36.5bn.

The shares have fallen since May and got no cheaper: DTE's trailing multiple actually rose, to 21.2x, because earnings fell faster than the price.

CMSDTECMSDDTWCMSACMSCDTBDTGDUKBEAIDUKETRData-Center Load GrowthRate-Base Capital ProgramsAllowed Return On EquityUtility Hybrid FinancingHyperscaler Power ContractsRegulatory Lag
TickerCompanySegmentTrend · 13mo30D1Y
The subject · what this brief is about
CMSCMS EnergyVertically Integrated Utilities⚠️ Emerging Bear−7.2%−4.2%
DTEDTE EnergyVertically Integrated Utilities🟢 Cont. Bull−8.6%−0.8%
Compared against · context, not the story
CMSDCMS Energy Corporation 5.875% Junior Subordinated Notes due 2079Debt Securities & Instruments⚠️ Emerging Bear−4.7%−6.8%
DTWDTE Energy Company JR SUB DB 2017 EDebt Securities & Instruments⚠️ Emerging Bear−4.7%−11.5%
CMSACMS Energy Corporation 5.6% JRSUB NT 78Debt Securities & Instruments⚠️ Emerging Bear−3.2%−6.8%
CMSCCMS Energy Corporation 5.875% JDebt Securities & Instruments⚠️ Emerging Bear−2.6%−4.6%
DTBDTE Energy Company 2020 SeriesDebt Securities & Instruments⚠️ Emerging Bear−4.0%−7.1%
DTGDTE Energy Company 2021 SeriesDebt Securities & Instruments⚠️ Emerging Bear−5.5%−6.3%
DUKBDuke Energy Corporation 5.625%Debt Securities & Instruments⚠️ Emerging Bear−3.1%−5.9%
EAIEntergy Arkansas, Inc. 1M BD 4.875%66Debt Securities & Instruments🔴 Cont. Bear−0.7%−5.1%
DUKDuke EnergyVertically Integrated Utilities🟢 Cont. Bull−6.1%−1.6%
ETREntergyVertically Integrated Utilities🟢 Cont. Bull−7.1%+21.2%

12-month price & trend

CMS
CMS Energy
68.69
−1.14 (−1.63%)
vs. prior close
Price20d50d150d
CMS 12-month price
Vertically Integrated Utilities
DTE
DTE Energy
136
−2.42 (−1.76%)
vs. prior close
Price20d50d150d
DTE 12-month price
Vertically Integrated Utilities
CMSD
CMS Energy Corporation 5.875% Junior Subordinated Notes due 2079
21.10
−0.02 (−0.12%)
vs. prior close
Price20d50d150d
CMSD 12-month price
Debt Securities & Instruments
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
CMS$21.4B20.2x17.6x2.4x2.4x3.5x3.4x13.0x-8.9%
DTE$28.1B21.2x17.5x1.7x1.8x4.7x4.8x13.1x-6.9%
CMSD$7.1B19.5x2.5x3.9x12.7x-9.2%
DTW
DTE Energy Company JR SUB DB 2017 E
19.29
−0.11 (−0.57%)
vs. prior close
Price20d50d150d
DTW 12-month price
Debt Securities & Instruments
CMSA
CMS Energy Corporation 5.6% JRSUB NT 78
20.28
+0.01 (+0.05%)
vs. prior close
Price20d50d150d
CMSA 12-month price
Debt Securities & Instruments
CMSC
CMS Energy Corporation 5.875% J
21.33
+0.06 (+0.29%)
vs. prior close
Price20d50d150d
CMSC 12-month price
Debt Securities & Instruments
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
DTW$3.8B22.9x1.8x4.5x13.7x-5.1%
CMSA$6.2B19.5x2.5x3.9x12.7x-9.2%
CMSC$7.0B19.5x2.5x3.9x12.7x-9.2%
DTB
DTE Energy Company 2020 Series
15.86
−0.03 (−0.16%)
vs. prior close
Price20d50d150d
DTB 12-month price
Debt Securities & Instruments
DTG
DTE Energy Company 2021 Series
15.79
−0.12 (−0.75%)
vs. prior close
Price20d50d150d
DTG 12-month price
Debt Securities & Instruments
DUKB
Duke Energy Corporation 5.625%
22.20
−0.07 (−0.31%)
vs. prior close
Price20d50d150d
DUKB 12-month price
Debt Securities & Instruments
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
DTB$3.5B22.9x1.8x4.5x13.7x-5.1%
DTG$3.5B22.9x1.8x4.5x13.7x-5.1%
DUKB$18.5B18.3x2.8x4.8x11.5x7.0%
EAI
Entergy Arkansas, Inc. 1M BD 4.875%66
19.86
+0.06 (+0.28%)
vs. prior close
Price20d50d150d
EAI 12-month price
Debt Securities & Instruments
DUK
Duke Energy
120
−2.56 (−2.09%)
vs. prior close
Price20d50d150d
DUK 12-month price
Vertically Integrated Utilities
ETR
Entergy
107
−0.92 (−0.85%)
vs. prior close
Price20d50d150d
ETR 12-month price
Vertically Integrated Utilities
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
EAI$961.4M5.2x0.1x0.1x0.8x555.4%
DUK$96.6B18.6x18.5x2.9x2.9x4.2x4.2x11.6x1.6%
ETR$48.8B26.4x23.8x3.6x3.5x9.3x9.0x14.2x-6.4%

Consensus projections

TickerFY2026EFY2027EFY2028E
CMSRevenue+10.8%+3.9%+4.7%
EPS+7.8%+7.4%+7.9%
DTERevenue+14.7%+3.2%+4.2%
EPS+6.6%+8.3%+7.8%
CMSDRevenue+6.3%+4.5%+3.6%
EPS+7.8%+7.8%+7.8%
DTWRevenue+8.0%+4.8%+1.8%
EPS+6.7%+7.2%+8.3%
CMSARevenue+6.3%+4.5%+3.6%
EPS+7.8%+7.8%+7.8%
CMSCRevenue+6.3%+4.5%+3.6%
EPS+7.8%+7.8%+7.8%
DTBRevenue+8.0%+4.8%+1.8%
EPS+6.7%+7.2%+8.3%
DTGRevenue+8.0%+4.8%+1.8%
EPS+6.7%+7.2%+8.3%
DUKBRevenue+3.5%+3.8%+3.1%
EPS+6.2%+6.7%+6.8%
DUKRevenue+5.8%+4.6%+4.2%
EPS+6.3%+6.9%+7.0%
ETRRevenue+8.6%+9.7%+9.6%
EPS+12.3%+15.9%+13.5%

Forward fiscal years only. Blank means no analyst coverage for that year.

Two Michigan utilities are financing the largest construction programs in their corporate histories for customers whose buildings are not finished. DTE Energy, which delivers electricity to about 2.3 million customers in southeastern Michigan and gas to 1.3 million statewide, has signed 2.4 gigawatts of data-center agreements — 1.4 GW with Oracle already under construction, and 1 GW with Google awaiting regulatory approval expected in September. CMS Energy, whose Consumers Energy unit serves 1.9 million electric customers from Jackson, has agreed to supply roughly 1 GW to a single hyperscale site, with local zoning the remaining gate.

Both reported falling operating income in the June quarter. CMS revenue slipped 0.5% to $1.83bn while operating income dropped 16.7% and net income fell 40.3% to $120m. DTE's revenue fell 2.4% and operating income 7.3%; in the March quarter its operating income fell 34% even as revenue grew 15.8%. This is what a rate-base build looks like from the inside: depreciation, operating costs and interest arrive on the income statement before the regulator lets the meter reflect them.

The gap between what capital costs and what it earns

The Michigan Public Service Commission held Consumers Energy's authorized return on common equity at 9.9% with a 50/50 capital structure, rejecting the 10.25% the utility asked for. Weeks earlier it made the same call on DTE Electric, refusing a request for 10.75%.

Meanwhile the price of new capital has climbed toward that ceiling. NiSource sold $750m of junior subordinated notes at 6.25% on 13 August; NextEra placed $3.75bn of hybrid debentures in June at 6.00%-6.625%, and Emera issued at 6.65% and 6.85% in March. Duke's mid-August equity units cost 7.75% all-in. Against a 9.9% allowed return, incremental funding now carries two to three points of headroom — on five-year plans of $24bn at CMS, driving 10.5% compound rate-base growth, and $36.5bn at DTE.

Neither company can fund that internally. Both run negative trailing free-cash-flow yields, minus 8.9% at CMS and minus 6.9% at DTE. CMS filed a $3.0bn at-the-market and forward equity program in May; DTE targets $500m-600m of equity a year through 2030. Diluted share counts are up only about 0.5% so far, so most of the dilution is still ahead.

Who is actually ahead

The two compete for the same siting decisions under the same regulator, and the durable advantage is contract execution, not technology. DTE is ahead on executed load, with 2 GW more in advanced talks and what it describes as an 8.4 GW opportunity in Michigan. It told investors Oracle should deliver about $300m a year of bill benefit to existing customers and Google roughly $1.7bn over the contract's life, possibly deferring its next rate case to 2028. It also flagged Oracle's credit downgrade as a live risk on its largest signed contract, mitigated by collateral triggers.

CMS's protection is written into the tariff. Michigan's approved large-load terms require a 15-year minimum contract and a minimum billing demand of 80% payable whether the power is used or not. CMS is also selling NorthStar's non-utility renewable development arm, redirecting $1.7bn of capital to the utility and cutting planned equity issuance by at least $350m.

The politics are unresolved. Michigan's attorney general called DTE's offer of a two-year rate freeze conditioned on a data center opening on time a "ransom note."

The fall bought no cheapening

Since early May, CMS's market value is down 7.3% and DTE's 8.0% — and the multiples did not follow. CMS went from 20.6x trailing earnings to 20.2x; DTE's expanded, from 20.9x to 21.2x, because profit fell as fast as the price. Both sit near 17.5x forward against a long-run sector median closer to 16.8x. Consensus still carries CMS earnings up 7.8% this year and DTE up 6.6%, and both managements reaffirmed 6%-8% growth in July.

Over the past month the common shares have fallen faster than the companies' own listed hybrid notes — CMS down 5.7% against roughly 3.5% for CMSA, CMSC and CMSD; DTE down 7.0% against about 4.7% for DTB, DTG and DTW — inverting the twelve-month pattern, when the bonds fell 9%-16% and the equities held. That bond decline is duration, not doubt: the 30-year Treasury reached 5.34% on 18 August, a 19-year high, while utility investment-grade spreads sit at 95-105bp, inside their five-year average. The equity leg is the one repricing now.

The setup

Where it stands — Both utilities are growing rate base into contracted AI load while reported operating income falls and the shares de-rate without getting cheaper. Would confirm — Third-quarter operating income declining year on year again at either company, a third straight quarter. Would invalidate — Operating margin recovering toward 17% at CMS as new Michigan rates land, with 2026 guidance held. Watch next — The Michigan Public Service Commission's decision on DTE's 1 GW Google contract, expected September 2026. Valuation — CMS 20.2x trailing and 17.6x forward; DTE 21.2x and 17.5x, against a 16.8x long-run sector median.

Camtek Booked $600m of Chip-Packaging Orders as Its Operating Profit Fell 15%

Hypothesis Opus 5 · Research Opus 5 · Writing Opus 5 · Prompt v1.5

The companies that inspect and test high-bandwidth memory before it can ship are telling two different stories at once, and the second one has not reached their income statements yet. Onto Innovation raised its full-year advanced-packaging growth outlook to roughly 80% from 50% and disclosed backlog above $1.1bn; Camtek said it has taken more than $600m of orders this year, over a fifth from memory makers — yet Camtek's reported June-quarter revenue grew just 8.0% and its operating profit fell for a second straight quarter.

Then the market repriced the whole rung. Essentially all of the past month's decline in Onto, Camtek and probe-card maker FormFactor landed in four sessions after 17 August, roughly twice the fall in Applied Materials or ASML, as the 30-year Treasury yield hit a 19-year high. On price per dollar of trailing gross profit, FormFactor is the cheapest in six months; Onto has merely surrendered an August re-rating.

ONTOCAMTFORMKLACASMLAMATLRCXVECOMUTSMHBM Test & InspectionAdvanced Packaging CapacityProcess Control EquipmentProbe Card ConsumablesBacklog Versus MarginRate-Sensitive Growth Multiples
TickerCompanySegmentTrend · 13mo30D1Y
The subject · what this brief is about
ONTOOnto InnovationSemiconduct Equipment🟢 Cont. Bull−2.7%+172.4%
CAMTCamtekProcess Control & Metrology⚠️ Emerging Bear−7.9%+76.7%
FORMFormFactorProcess Control & Metrology🟢 Cont. Bull−2.0%+298.9%
Compared against · context, not the story
KLACKLASemiconduct Equipment⚠️ Emerging Bear−14.6%−78.9%
ASMLASMLSemiconduct Equipment🟢 Cont. Bull−3.0%+139.0%
AMATApplied MaterialsSemiconduct Equipment🟢 Cont. Bull−12.0%+205.9%
LRCXLam ResearchSemiconduct Equipment🟢 Cont. Bull−3.7%+214.1%
VECOVeeco InstrumentsSemiconduct Equipment🟢 Cont. Bull−14.8%+93.8%
MUMicron TechnologyMemory (DRAM/NAND)🟢 Cont. Bull+0.1%+730.8%
TSMTaiwan Semiconductor ManufacturingLogic Foundries🟢 Cont. Bull−0.5%+85.9%

12-month price & trend

ONTO
Onto Innovation
287
−11.57 (−3.87%)
vs. prior close
Price20d50d150d
ONTO 12-month price
Semiconduct Equipment
CAMT
Camtek
144
−4.77 (−3.20%)
vs. prior close
Price20d50d150d
CAMT 12-month price
Process Control & Metrology
FORM
FormFactor
111
−4.55 (−3.93%)
vs. prior close
Price20d50d150d
FORM 12-month price
Process Control & Metrology
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
ONTO$14.6B109.5x36.2x13.0x10.2x25.9x20.3x56.0x1.7%
CAMT$6.8B183.5x40.6x13.5x11.5x26.9x23.1x239.3x0.0%
FORM$8.9B77.1x37.5x9.9x8.6x21.6x18.9x51.5x1.5%
KLAC
KLA
183
−2.52 (−1.36%)
vs. prior close
Price20d50d150d
KLAC 12-month price
Semiconduct Equipment
ASML
ASML
1,748
−2.06 (−0.12%)
vs. prior close
Price20d50d150d
ASML 12-month price
Semiconduct Equipment
AMAT
Applied Materials
487
−8.80 (−1.77%)
vs. prior close
Price20d50d150d
AMAT 12-month price
Semiconduct Equipment
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
KLAC$268.8B55.9x37.5x19.8x14.8x32.3x24.2x47.4x1.4%
ASML$725.8B56.9x49.4x17.1x16.8x32.4x31.8x43.4x1.7%
AMAT$425.0B45.9x43.6x13.8x12.7x27.9x25.7x37.3x1.5%
LRCX
Lam Research
308
−2.92 (−0.94%)
vs. prior close
Price20d50d150d
LRCX 12-month price
Semiconduct Equipment
VECO
Veeco Instruments
46.51
−0.69 (−1.46%)
vs. prior close
Price20d50d150d
VECO 12-month price
Semiconduct Equipment
MU
Micron Technology
961
−0.88 (−0.09%)
vs. prior close
Price20d50d150d
MU 12-month price
Memory (DRAM/NAND)
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
LRCX$430.0B59.4x36.7x18.5x12.4x36.7x24.6x49.2x1.1%
VECO$3.3B142.0x34.9x4.9x4.2x12.9x11.1x62.8x2.6%
MU$1.0T19.9x12.2x11.2x7.8x15.4x10.7x14.5x2.6%
TSM
Taiwan Semiconductor Manufacturing
419
+2.95 (+0.71%)
vs. prior close
Price20d50d150d
TSM 12-month price
Logic Foundries
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
TSM$2.1T27.5x13.9x21.6x18.2x1.8%

Consensus projections

TickerFY2026EFY2027EFY2028E
ONTORevenue+2.2%+42.2%+29.3%
EPS−5.1%+63.1%+39.9%
CAMTRevenue+19.8%+27.3%+16.5%
EPS+12.9%+35.3%+18.8%
FORMRevenue+32.4%+15.9%+2.5%
EPS+170.0%+23.0%+16.9%
KLACRevenue+12.2%+33.9%+19.0%
EPS+14.5%+47.8%+21.0%
ASMLRevenue+33.7%+27.3%+20.6%
EPS+54.0%+37.1%+28.6%
AMATRevenue+18.3%+28.9%+20.8%
EPS+31.2%+38.7%+28.8%
LRCXRevenue+27.0%+49.0%+18.6%
EPS+41.9%+64.7%+25.5%
VECORevenue+18.6%+35.6%
EPS+17.4%+101.8%
MURevenue+248.0%+92.8%+11.4%
EPS+804.9%+111.2%+7.9%
TSMRevenue+42.0%+34.4%+26.0%
EPS+65.3%+30.6%+26.2%

Forward fiscal years only. Blank means no analyst coverage for that year.

Two of the companies whose machines must sign off on a stack of high-bandwidth memory before it can be sold into an artificial-intelligence server told investors this month that their order books have never been fuller. Then, in the four sessions after 17 August, their shareholders lost more than the entire month's gains.

This is the rung of the memory supply chain nobody names: process control. Every 2.5D package and every stack of high-bandwidth memory (HBM) has to be inspected, measured and electrically probed before it ships, and the intensity of that work rises faster than wafer volume as stacks get taller. Micron has said its HBM capacity is fully booked through 2026, with meaningful new capacity arriving only in 2027, and HBM4 sells for roughly ten times conventional DDR5 memory per gigabyte — so the test burden is being pulled forward onto lines that already exist rather than deferred to new fabs.

Onto raised the number, then handed back the rally

Onto Innovation, a Wilmington, Massachusetts maker of defect-inspection, optical-metrology and packaging-lithography tools, reported June-quarter revenue of $343m, up 35.3% from a year earlier. That is a sharp break from the 9.5% growth of the prior quarter and the 13.5% decline of a year ago. Advanced packaging and specialty devices — 2.5D logic, HBM and silicon photonics — hit an all-time high at close to half of the quarter, about $170m. Gross margin recovered to 53.4%, from 46.4% two quarters earlier, and operating profit nearly doubled on a third more revenue.

Management then raised full-year advanced-packaging growth to about 80%, from about 50%, and disclosed backlog above $1.1bn. Between 30% and 40% of that backlog delivers in 2027. The shares gapped 14.7% higher the next session. All of it is gone. The competitive claim underneath is real: Onto has been taking inspection and metrology share from KLA and is qualified at TSMC, Samsung and Intel for gate-all-around transistor metrology.

Camtek's paradox

Camtek, an Israeli inspection specialist in Migdal HaEmek with 709 employees, is the awkward case. June-quarter revenue of $133.2m grew only 8.0%, and GAAP operating income fell 14.8% year on year — a second consecutive decline — with operating margin compressing to 20.4% from 25.9%.

Against that, the disclosure: more than $600m of orders year to date, 80% of it advanced packaging, over half from outsourced assembly houses and more than 20% from HBM manufacturers, delivering through 2026 and into 2027. Advanced packaging was 75% of the quarter and is guided to 80% by the fourth. Third-quarter revenue is guided to $158-160m, about 20% above the second. Chief executive Rafi Amit attributed the demand to the industry's transition to HBM4 and continuing 2.5D and 3D packaging capacity. The gap between an order book and a profit-and-loss statement is a delivery schedule — but for two quarters now, the schedule has been costing Camtek margin.

FormFactor is the third leg and the cleanest. Its probe cards are consumed per die tested, and DRAM probe-card revenue rose 48.9% to a record $85m, with HBM about two-thirds of it and two customers already adopting its full-wafer contactor for testing above 10 gigabits per second. Gross margin widened 13.5 points in a year to 50.7%. The one genuine slip is its hyperscaler custom-chip revenue, now expected from 2027.

What actually broke

From 17 to 21 August, Onto fell 18.2%, Camtek 18.4% and FormFactor 19.9%. Over the identical four sessions ASML fell 7.2%, Applied Materials 9.0% and Lam Research 10.5%. Before 17 August all three smaller names were up over the trailing month. The 30-year Treasury yield topped 5.33% on 18 August, a 19-year high, and earnings sitting in 2027 order books discount harder than earnings arriving next quarter.

The rest is an industry argument. Applied Materials reported a record quarter of $9.115bn and guided above consensus, and fell almost 6%, because it declined to lift full-year equipment-market growth beyond 30% while its customers' own capital plans imply nearer 40%. Equipment shares kept falling on 19 August after yields retreated. The market is pricing the gap between what chipmakers say they will spend and what toolmakers will underwrite.

Where the price sits

On price per dollar of trailing gross profit — the fairer lens here, since one-off losses distort Camtek's trailing earnings to 183x — FormFactor is at 21.0x, against 28.2x three months ago and 23.7x six months ago, while its trailing gross profit grew 80% over the same six months. Camtek is at 26.4x against 29.9x in May, though two quarters of falling operating income mean part of that de-rating is earned. Onto is the weakest case for dislocation: 25.3x now, 26.0x in May, but 21.4x in February, having peaked near 30.9x on 17 August. Its forward price/earnings ratio of 36.2x against a trailing 109.5x is the measure of the growth being underwritten — consensus revenue of $1.43bn for the year to January 2027, up 42%.

All three remain among the market's largest twelve-month winners: FormFactor up 299%, Onto 172%, Camtek 77%. What happened last week did not reverse that; it removed August.

The setup

Where it stands — Order books at Onto and Camtek are at records, but four sessions of duration repricing took roughly a fifth off all three names. Would confirm — Camtek delivering third-quarter revenue of $158-160m with operating margin recovering toward its 30-32% year-end target. Would invalidate — Onto's second-half revenue failing to exceed the first half by the guided 25%, or backlog falling below $1.1bn. Watch next — Third-quarter results in late October; FormFactor guided to $270m, plus or minus $10m. Valuation — Price per dollar of trailing gross profit: FormFactor 21.0x, Onto 25.3x, Camtek 26.4x, against roughly 34x for all three in early May.

Memory Costs Cut Gross Margins at Dell, NetApp and Cisco. Only Cisco Was Punished.

Hypothesis Opus 5 · Research Opus 5 · Writing Opus 5 · Prompt v1.5

The same cost shock hit three enterprise hardware sellers, and the market reached opposite conclusions about it. Dell's gross margin fell 334 basis points year over year, to 17.75%, and its shares have tripled the price paid per dollar of gross profit since February. Cisco guided fiscal 2027 gross margin to 65-66% and lost 7.6% in a session — even though its AI infrastructure orders grew faster than either peer's, quadrupling to $9.3bn.

The reason is where the damage lands. Dell's case was never gross margin: operating income rose 197% last quarter on a shrinking one. Cisco's whole valuation rests on a software-and-services margin that hardware-heavy AI orders dilute. NetApp, guiding its own margin down on memory costs, has been treated like Dell rather than Cisco. Both Dell and NetApp report in the first days of September; Cisco has already printed.

DELLNTAPCSCOHPESMCIMUCLSANETMTSINXPIGLWVSTTEAMTWLODOCNFROGAKAMVEEVFIGMCHPMELIITRNADIBTC-USDETH-USDCRMLSPDFIVNWDAYMNDYASANHBM & DRAM PricingAI Server BuildoutEnterprise Storage SystemsNetworking & SwitchingHardware Margin CompressionComponent Cost Inflation
TickerCompanySegmentTrend · 13mo30D1Y
The subject · what this brief is about
DELLDell TechnologiesEnterprise Storage & Software🟢 Cont. Bull−1.5%+244.2%
NTAPNetAppEnterprise Storage & Software🟢 Cont. Bull+16.3%+82.2%
CSCOCisco SystemsEnterprise Networking Infrastructure🟢 Cont. Bull−1.2%+68.3%
Compared against · context, not the story
HPEHewlett Packard EnterpriseEnterprise Storage & Software🟢 Cont. Bull+10.2%+147.5%
SMCISuper Micro ComputerServer & Infrastructure Systems🌱 Emerging Bull+20.6%−12.9%
MUMicron TechnologyMemory (DRAM/NAND)🟢 Cont. Bull+0.1%+730.8%
CLSCelesticaElectronic Manufacturing Services🟢 Cont. Bull−12.1%+62.5%
ANETArista NetworksCloud Networking🟢 Cont. Bull+6.0%+40.4%
MTSIMACOM Technology SolutionsRF & Wireless🟢 Cont. Bull−5.1%+117.1%
NXPINXP SemiconductorsAnalog & Mixed-Signal🟢 Cont. Bull−19.6%+1.5%
GLWCorningDisplay & Optical Materials🟢 Cont. Bull−3.1%+132.1%
VSTVistraIntegrated Retail & Generation🔴 Cont. Bear−17.6%−27.5%
TEAMAtlassianDeveloper Tools & DevOps🔴 Cont. Bear+99.0%+3.2%
TWLOTwilioCommunications & Messaging Platforms🟢 Cont. Bull+19.1%+116.2%
DOCNDigitalOceanCloud Infrastructure & Platforms🟢 Cont. Bull−21.3%+274.6%
FROGJFrogDeveloper Tools & DevOps🟢 Cont. Bull+9.9%+86.8%
AKAMAkamai TechnologiesNetwork & Application Delivery🟢 Cont. Bull−11.2%+44.7%
VEEVVeeva SystemsLife Sciences Software & Data🌱 Emerging Bull+34.3%−12.2%
FIGFigmaDesign & Content Creation🔴 Cont. Bear+26.7%−62.6%
MCHPMicrochip Technology IncorporatedAnalog & Mixed-Signal🟢 Cont. Bull−10.7%+17.4%
MELIMercadoLibreOnline Marketplaces🔴 Cont. Bear+8.0%−16.9%
ITRNIturan Location and ControlIoT & Edge Connectivity🟢 Cont. Bull−11.0%+44.1%
ADIAnalog DevicesAnalog & Mixed-Signal🟢 Cont. Bull−3.3%+53.1%
BTC-USDBitcoin USD🔴 Cont. Bear+11.9%−34.4%
ETH-USDEthereum USD🔴 Cont. Bear+21.5%−44.5%
CRMSalesforceCustomer Experience & CRM🔴 Cont. Bear+27.7%−14.8%
LSPDLightspeed CommerceMarketplace & Commerce Platforms🌱 Emerging Bull+7.6%−10.4%
FIVNFive9Communications & Collaboration🌱 Emerging Bull+42.8%+28.5%
WDAYWorkdayEnterprise Resource Planning🌱 Emerging Bull+52.0%−11.5%
MNDYmonday.comOther🔴 Cont. Bear+22.2%−47.3%
ASANAsanaOther🌱 Emerging Bull+37.0%−31.2%

12-month price & trend

DELL
Dell Technologies
435
+0.42 (+0.10%)
vs. prior close
Price20d50d150d
DELL 12-month price
Enterprise Storage & Software
NTAP
NetApp
194
+0.80 (+0.41%)
vs. prior close
Price20d50d150d
NTAP 12-month price
Enterprise Storage & Software
CSCO
Cisco Systems
111
+1.32 (+1.20%)
vs. prior close
Price20d50d150d
CSCO 12-month price
Enterprise Networking Infrastructure
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
DELL$293.6B34.5x23.5x2.2x1.7x11.5x8.9x21.2x3.2%
NTAP$37.7B29.9x21.3x5.4x5.0x7.7x7.1x19.6x5.0%
CSCO$437.7B33.0x21.6x6.9x6.0x10.7x9.3x23.0x3.1%
HPE
Hewlett Packard Enterprise
53.05
+0.16 (+0.30%)
vs. prior close
Price20d50d150d
HPE 12-month price
Enterprise Storage & Software
SMCI
Super Micro Computer
36.85
+0.35 (+0.95%)
vs. prior close
Price20d50d150d
SMCI 12-month price
Server & Infrastructure Systems
MU
Micron Technology
961
−0.88 (−0.09%)
vs. prior close
Price20d50d150d
MU 12-month price
Memory (DRAM/NAND)
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
HPE$70.8B49.0x15.6x1.8x1.6x5.5x4.8x21.6x5.6%
SMCI$24.1B10.2x8.6x0.6x0.4x5.7x3.3x7.7x-28.9%
MU$1.0T19.9x12.2x11.2x7.8x15.4x10.7x14.5x2.6%
CLS
Celestica
295
−7.24 (−2.40%)
vs. prior close
Price20d50d150d
CLS 12-month price
Electronic Manufacturing Services
ANET
Arista Networks
185
+0.73 (+0.39%)
vs. prior close
Price20d50d150d
ANET 12-month price
Cloud Networking
MTSI
MACOM Technology Solutions
268
+2.16 (+0.81%)
vs. prior close
Price20d50d150d
MTSI 12-month price
RF & Wireless
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
CLS$34.1B30.5x25.9x2.2x1.6x18.8x14.1x22.8x1.5%
ANET$256.4B63.4x50.6x24.3x20.6x38.6x32.7x49.8x2.0%
MTSI$20.3B83.3x48.4x17.5x15.4x30.9x27.2x59.2x0.6%
NXPI
NXP Semiconductors
224
+1.13 (+0.51%)
vs. prior close
Price20d50d150d
NXPI 12-month price
Analog & Mixed-Signal
GLW
Corning
149
−2.21 (−1.46%)
vs. prior close
Price20d50d150d
GLW 12-month price
Display & Optical Materials
VST
Vistra
137
−1.54 (−1.11%)
vs. prior close
Price20d50d150d
VST 12-month price
Integrated Retail & Generation
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
NXPI$56.9B19.1x15.0x4.3x4.0x7.7x7.1x13.2x5.2%
GLW$129.0B67.8x45.7x7.6x6.7x20.9x18.5x34.8x1.9%
VST$45.9B22.7x15.4x2.9x2.0x22.2x15.5x10.1x3.0%
TEAM
Atlassian
170
−5.00 (−2.86%)
vs. prior close
Price20d50d150d
TEAM 12-month price
Developer Tools & DevOps
TWLO
Twilio
218
−1.56 (−0.71%)
vs. prior close
Price20d50d150d
TWLO 12-month price
Communications & Messaging Platforms
DOCN
DigitalOcean
112
−2.01 (−1.76%)
vs. prior close
Price20d50d150d
DOCN 12-month price
Cloud Infrastructure & Platforms
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
TEAM$45.1Bn/m31.3x6.9x6.0x8.1x7.1x298.8x2.9%
TWLO$34.2B30.0x38.0x6.1x5.7x12.6x11.8x93.9x3.2%
DOCN$13.5B45.9x79.6x13.4x11.5x23.4x20.1x38.1x0.1%
FROG
JFrog
87.57
−2.15 (−2.40%)
vs. prior close
Price20d50d150d
FROG 12-month price
Developer Tools & DevOps
AKAM
Akamai Technologies
110
+0.34 (+0.31%)
vs. prior close
Price20d50d150d
AKAM 12-month price
Network & Application Delivery
VEEV
Veeva Systems
248
−2.61 (−1.04%)
vs. prior close
Price20d50d150d
VEEV 12-month price
Life Sciences Software & Data
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
FROG$11.2Bn/m94.0x18.6x17.1x23.9x22.0xn/m1.5%
AKAM$16.1B38.9x16.4x3.7x3.6x6.6x6.3x18.6x3.9%
VEEV$40.3B43.0x27.4x12.1x11.0x16.2x14.7x29.6x4.1%
FIG
Figma
27.20
−0.11 (−0.40%)
vs. prior close
Price20d50d150d
FIG 12-month price
Design & Content Creation
MCHP
Microchip Technology Incorporated
75.92
+0.11 (+0.15%)
vs. prior close
Price20d50d150d
MCHP 12-month price
Analog & Mixed-Signal
MELI
MercadoLibre
1,943
+21.24 (+1.11%)
vs. prior close
Price20d50d150d
MELI 12-month price
Online Marketplaces
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
FIG$13.2Bn/m94.6x10.3x9.0x13.0x11.4xn/m1.7%
MCHP$41.3B105.4x20.9x8.1x6.5x13.4x10.7x27.6x2.7%
MELI$97.5B52.3x50.1x2.8x2.4x6.5x5.5x34.5x12.8%
ITRN
Ituran Location and Control
49.98
−0.57 (−1.13%)
vs. prior close
Price20d50d150d
ITRN 12-month price
IoT & Edge Connectivity
ADI
Analog Devices
374
+3.76 (+1.02%)
vs. prior close
Price20d50d150d
ADI 12-month price
Analog & Mixed-Signal
BTC-USD
Bitcoin USD
73,755
+2,073 (+2.89%)
vs. prior close
Price20d50d150d
BTC-USD 12-month price
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
ITRN$1.0B15.7x14.2x2.6x2.4x5.2x4.8x8.7x8.2%
ADI$181.7B44.0x29.1x13.1x12.1x19.9x18.3x28.9x2.7%
BTC-USD
ETH-USD
Ethereum USD
2,346
+66.49 (+2.92%)
vs. prior close
Price20d50d150d
ETH-USD 12-month price
CRM
Salesforce
208
+2.71 (+1.32%)
vs. prior close
Price20d50d150d
CRM 12-month price
Customer Experience & CRM
LSPD
Lightspeed Commerce
10.50
+0.11 (+1.06%)
vs. prior close
Price20d50d150d
LSPD 12-month price
Marketplace & Commerce Platforms
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
ETH-USD
CRM$171.3B24.1x14.8x4.0x3.7x5.2x4.8x14.6x8.6%
LSPD$1.5Bn/m17.0x1.2x1.2x2.7x2.7x74.8x2.6%
FIVN
Five9
32.77
+0.47 (+1.46%)
vs. prior close
Price20d50d150d
FIVN 12-month price
Communications & Collaboration
WDAY
Workday
201
+4.00 (+2.03%)
vs. prior close
Price20d50d150d
WDAY 12-month price
Enterprise Resource Planning
MNDY
monday.com
90.33
−1.03 (−1.13%)
vs. prior close
Price20d50d150d
MNDY 12-month price
Other
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
FIVN$2.5B43.1x10.1x2.1x2.0x3.8x3.6x15.2x7.9%
WDAY$52.4B62.1x18.6x5.3x4.9x7.0x6.5x33.2x5.7%
MNDY$3.8B38.0x16.6x2.8x2.6x3.2x2.9x34.1x7.8%
ASAN
Asana
9.43
−0.14 (−1.52%)
vs. prior close
Price20d50d150d
ASAN 12-month price
Other
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
ASAN$2.3Bn/m25.7x2.8x2.6x3.2x3.0xn/m4.9%

Consensus projections

TickerFY2026EFY2027EFY2028E
DELLRevenue+16.2%+54.7%+15.1%
EPS+27.3%+88.5%+22.3%
NTAPRevenue+4.3%+10.0%+5.7%
EPS+10.4%+12.9%+11.1%
CSCORevenue+11.1%+15.9%+7.3%
EPS+12.9%+20.0%+9.3%
HPERevenue+30.3%+11.5%+5.6%
EPS+80.5%+18.1%+9.6%
SMCIRevenue+77.7%+69.8%+17.7%
EPS+33.5%+54.8%+23.3%
MURevenue+248.0%+92.8%+11.4%
EPS+804.9%+111.2%+7.9%
CLSRevenue+69.7%+71.6%+32.3%
EPS+91.2%+73.4%+34.8%
ANETRevenue+40.0%+27.7%+21.9%
EPS+39.6%+25.5%+23.9%
MTSIRevenue+37.0%+35.7%+16.5%
EPS+58.9%+53.9%+17.5%
NXPIRevenue+16.7%+11.5%+8.3%
EPS+28.0%+20.5%+15.3%
GLWRevenue+17.4%+18.7%+21.5%
EPS+29.9%+31.8%+37.3%
VSTRevenue+18.9%+9.1%+4.6%
EPS+85.4%+19.1%+17.0%
TEAMRevenue+24.7%+15.4%+14.7%
EPS+55.5%−0.1%+21.6%
TWLORevenue+19.4%+11.7%+10.6%
EPS+23.5%+14.5%+14.2%
DOCNRevenue+31.2%+53.5%+43.7%
EPS−29.0%+23.2%+60.4%
FROGRevenue+24.2%+17.7%+18.3%
EPS+23.8%+16.8%+26.0%
AKAMRevenue+7.2%+12.8%+10.8%
EPS−4.7%+6.1%+13.9%
VEEVRevenue+16.3%+15.1%+12.0%
EPS+23.1%+14.1%+10.6%
FIGRevenue+40.5%+23.8%+24.1%
EPS−24.4%+26.7%+34.5%
MCHPRevenue+6.2%+37.1%+16.4%
EPS+20.7%+132.5%+25.7%
MELIRevenue+44.7%+28.4%+24.9%
EPS−5.1%+43.7%+42.0%
ITRNRevenue+16.5%+5.4%+7.5%
EPS+23.8%+8.6%+9.4%
ADIRevenue+37.5%+21.4%+9.2%
EPS+65.1%+28.3%+14.6%
CRMRevenue+9.3%+11.1%+9.4%
EPS+17.4%+20.2%+10.4%
LSPDRevenue+13.5%+3.5%+12.6%
EPS+7.8%+28.3%+48.7%
FIVNRevenue+9.5%+9.9%+10.6%
EPS+10.5%+18.0%+16.6%
WDAYRevenue+13.4%+11.8%+11.0%
EPS+26.5%+18.6%+17.3%
MNDYRevenue+19.8%+15.2%+14.9%
EPS+27.8%+22.3%+19.1%
ASANRevenue+9.2%+8.9%+7.9%
EPS−272.8%+45.4%+26.1%

Forward fiscal years only. Blank means no analyst coverage for that year.

The world's three largest memory makers spent this year diverting capacity toward high-bandwidth memory for AI accelerators, where a gigabyte of output earns three to four times what ordinary server memory does. The result reached everyone who builds hardware around it: DRAM contract prices rose 90-95% quarter on quarter in January, and server DRAM rose a further 58-63% in the second quarter, according to TrendForce. Dell raised list prices across its product line roughly 17% at the end of March to cover it.

All three of the big enterprise hardware names have now told investors the same thing: gross margin is going down. Only one of them was marked down for saying it.

Dell: the margin that was never the argument

Dell Technologies sells servers, storage and networking to corporations and governments through its Infrastructure Solutions Group, and PCs through its Client Solutions Group. In the quarter to 1 May, revenue grew 87.5% to $43.84bn — the third straight acceleration, from 10.8% two quarters earlier. Gross margin fell to 17.75%, so gross profit rose only 57.6%. Operating income rose 197%, to $3.66bn.

That gap is the whole Dell case. The infrastructure segment produced $29bn of revenue, up 181%, with operating margin up 80 basis points to 10.5%, while the PC business improved its margin faster still, by 280 basis points to 8.0%. The company booked $24.4bn of AI orders and recognised $16.1bn of AI server revenue, raising its expectation for full-year AI server revenue to $60bn, and exited the quarter with a record $51.3bn AI backlog. Dell is the largest AI server builder by volume, and scale plus supplier relationships give it allocation priority on Nvidia GPUs — a position rivals have to buy their way into.

What has run ahead is the price. Six months ago the shares changed hands at roughly 3.8 times trailing gross profit; in May, about 7.4 times; today, 11.49 times. Trailing gross profit grew 19% over that stretch. Dell now trades at 34.5x trailing earnings and 23.5x forward, against the roughly 19x Barron's cited in July and the 14-17x range that made it, a few months ago, the cheapest large-cap way to own AI hardware. The company repurchased 11m shares at an average $147 in the May quarter; the stock is $435 now.

NetApp: treated like Dell, priced like a re-rating

NetApp sells flash storage arrays and the ONTAP software that runs them, plus cloud storage services resold through Microsoft Azure and Amazon Web Services. Fiscal 2026 revenue was $6.93bn, up 5.4%, but the fourth quarter accelerated to 12.5% and operating margin expanded 715 basis points to 27.3%. All-flash array revenue hit a record $1.2bn, up 18%, and public cloud revenue reached $182m. The company logged more than 1,100 AI and data-preparation wins in the year but discloses no AI revenue line in dollars.

It also guided fiscal 2027 gross margin down to 68.5-69.5% from 71.3%, citing memory and component costs. That is the same disclosure Cisco made. NetApp's price per dollar of trailing gross profit went from 4.55x on 3 May to 7.70x today — a 69% expansion against annual gross profit growth of 6.2%. The forward multiple of 7.08x sits barely below the trailing one, which is the market saying it expects almost no gross-profit growth at all.

Cisco: fastest AI growth, only de-rating

Cisco Systems makes the switches, routers and optics that wire data centers together. Revenue accelerated four quarters running, to $17.25bn in the July quarter, up 17.6%, with operating income up 38.1%. Its AI infrastructure orders reached $9.3bn for the year, roughly 4.5 times the prior year, with fiscal 2027 AI revenue guided to about $7.5bn against the "at least $6bn" previously signalled. On the fastest AI growth of the three, the shares fell 7.6% on 13 August, because those hardware-heavy orders dragged gross-margin guidance to 65-66%.

That is the asymmetry. Cisco's valuation is built on in-house Silicon One switching chips and Acacia coherent optics — more than 40,000 800-gigabit pluggables shipped, an integration Arista and the Juniper business now inside Hewlett Packard Enterprise cannot match — and on the software and services attached to them. Diluting that mix costs it multiple. Dell's gross margin was 17.75% to begin with; there is no premium there to lose. Cisco's price per dollar of trailing gross profit compressed from about 11.9x in May to 10.71x, while its trailing gross profit rose from $39.1bn to $40.9bn.

The trend readings follow the same split. Dell's shares have been in a confirmed uptrend since 31 March, with the 50-day average above the 200-day, having been in the opposite condition as late as 11 March; NetApp crossed over on 21 May; Cisco's uptrend was downgraded on 20 July and has not recovered. Neither of the winners ground higher: Dell gapped 21.9% on 27 February and 32.8% on 29 May, NetApp 12.4% and 22.4% in the same May week. Almost all of it arrived on earnings.

One caveat cuts against the cheap-hardware-rotation reading. Long rates are not helping: a 10-year Treasury auction on 12 August cleared at 4.683%, the highest since 2007. Multiples expanded anyway at two of these three, which points at AI content rather than a defensive rotation — except that the company with the most AI content is the one that got cheaper.

The setup

Where it stands — The same memory-driven gross-margin guide-down re-rated Dell and NetApp and de-rated Cisco, on Cisco's faster AI order growth. Would confirm — Dell holds infrastructure operating margin at or above 10.5% on 1 September despite a further gross-margin fall. Would invalidate — Dell's operating margin contracts alongside gross margin, making the dilution a profit problem rather than a mix effect. Watch next — Dell reports fiscal Q2 on 1 September; NetApp reports fiscal Q1 after the close on 2 September. Valuation — Dell 34.5x trailing and 23.5x forward earnings, against roughly 19x cited in July and 14-17x in May.

Dominion Has 12 Gigawatts of Signed Power Contracts; NextEra's Florida Book Is Still Talk

Hypothesis Opus 5 · Research Opus 5 · Writing Opus 5 · Prompt v1.5

Investors in electric utilities have begun sorting the industry by one question: how much data-center load a company can prove it has signed, not how much has asked. Dominion Energy discloses roughly 53.8 gigawatts at some stage of contracting and about 12 GW under executed electric service agreements, and Virginia's new large-load rate class will make those customers pay for at least 85% of contracted delivery capacity whether they draw it or not. NextEra's Florida utility has 21 GW of interest and no announced transaction.

Yet NextEra is the name whose business accelerated — second-quarter gross profit rose 43% — while its price per dollar of that gross profit fell to 8.4x from 11.7x in May. Entergy is the mirror image: operating income has declined year on year for four straight quarters, and at 23.8x forward earnings it is the dearest of the three.

DETRNEEAEPPPLNGGDUKVSTCEGSOSREXELWECEDEXCData-Center Load GrowthLarge-Load Rate DesignRegulated Utility CapexGas Generation BuildoutRenewables Development
TickerCompanySegmentTrend · 13mo30D1Y
The subject · what this brief is about
DDominion EnergyVertically Integrated Utilities🟢 Cont. Bull−5.5%+13.3%
ETREntergyVertically Integrated Utilities🟢 Cont. Bull−7.1%+21.2%
NEENextEra EnergyVertically Integrated Utilities⚠️ Emerging Bear−5.5%+13.4%
Compared against · context, not the story
AEPAmerican Electric PowerVertically Integrated Utilities🟢 Cont. Bull−6.7%+11.4%
PPLPPLTransmission & Distribution Only⚠️ Emerging Bear−3.1%−2.5%
NGGNational GridTransmission & Distribution Only⚠️ Emerging Bear−3.9%+14.5%
DUKDuke EnergyVertically Integrated Utilities🟢 Cont. Bull−6.1%−1.6%
VSTVistraIntegrated Retail & Generation🔴 Cont. Bear−17.6%−27.5%
CEGConstellation EnergyDiversified Renewable Generators⚠️ Emerging Bear−0.6%−12.4%
SOThe SouthernVertically Integrated Utilities🟢 Cont. Bull−5.2%−2.4%
SRESempraUS Electric & Gas Utilities⚠️ Emerging Bear−8.0%+7.8%
XELXcel EnergyVertically Integrated Utilities🟢 Cont. Bull−3.0%+8.8%
WECWEC EnergyVertically Integrated Utilities🟢 Cont. Bull−4.7%+1.3%
EDConsolidated EdisonVertically Integrated Utilities🟢 Cont. Bull−3.8%+8.8%
EXCExelonVertically Integrated Utilities⚠️ Emerging Bear−4.2%+2.0%

12-month price & trend

D
Dominion Energy
67.15
−0.89 (−1.30%)
vs. prior close
Price20d50d150d
D 12-month price
Vertically Integrated Utilities
ETR
Entergy
107
−0.92 (−0.85%)
vs. prior close
Price20d50d150d
ETR 12-month price
Vertically Integrated Utilities
NEE
NextEra Energy
84.47
−0.78 (−0.91%)
vs. prior close
Price20d50d150d
NEE 12-month price
Vertically Integrated Utilities
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
D$58.6B23.0x18.6x3.2x3.2x6.5x6.5x15.2x-11.7%
ETR$48.8B26.4x23.8x3.6x3.5x9.3x9.0x14.2x-6.4%
NEE$174.5B18.7x20.8x6.0x5.6x8.4x7.8x15.9x-5.8%
AEP
American Electric Power
124
−1.94 (−1.54%)
vs. prior close
Price20d50d150d
AEP 12-month price
Vertically Integrated Utilities
PPL
PPL
34.99
−0.22 (−0.61%)
vs. prior close
Price20d50d150d
PPL 12-month price
Transmission & Distribution Only
NGG
National Grid
80.62
−0.09 (−0.12%)
vs. prior close
Price20d50d150d
NGG 12-month price
Transmission & Distribution Only
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
AEP$65.8B20.8x19.0x2.9x2.8x6.0x5.7x13.8x13.6%
PPL$26.2B21.5x17.9x2.8x2.7x8.0x7.7x12.0x-6.2%
NGG$80.2B18.2x17.6x3.3x3.7x5.3x5.9x13.0x-6.4%
DUK
Duke Energy
120
−2.56 (−2.09%)
vs. prior close
Price20d50d150d
DUK 12-month price
Vertically Integrated Utilities
VST
Vistra
137
−1.54 (−1.11%)
vs. prior close
Price20d50d150d
VST 12-month price
Integrated Retail & Generation
CEG
Constellation Energy
273
+0.20 (+0.07%)
vs. prior close
Price20d50d150d
CEG 12-month price
Diversified Renewable Generators
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
DUK$96.6B18.6x18.5x2.9x2.9x4.2x4.2x11.6x1.6%
VST$45.9B22.7x15.4x2.9x2.0x22.2x15.5x10.1x3.0%
CEG$101.4B27.5x24.1x3.2x3.1x3.4x3.2x14.7x0.3%
SO
The Southern
90.86
−0.79 (−0.86%)
vs. prior close
Price20d50d150d
SO 12-month price
Vertically Integrated Utilities
SRE
Sempra
85.57
−2.07 (−2.36%)
vs. prior close
Price20d50d150d
SRE 12-month price
US Electric & Gas Utilities
XEL
Xcel Energy
77.77
−1.13 (−1.43%)
vs. prior close
Price20d50d150d
XEL 12-month price
Vertically Integrated Utilities
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
SO$106.6B22.2x20.2x3.5x3.5x8.1x8.0x12.7x2.4%
SRE$55.1B24.3x16.5x4.0x4.0x9.7x9.7x14.1x-10.7%
XEL$48.6B23.3x19.0x3.3x3.1x17.4x16.2x13.9x-6.7%
WEC
WEC Energy
108
−0.29 (−0.27%)
vs. prior close
Price20d50d150d
WEC 12-month price
Vertically Integrated Utilities
ED
Consolidated Edison
108
−0.70 (−0.65%)
vs. prior close
Price20d50d150d
ED 12-month price
Vertically Integrated Utilities
EXC
Exelon
44.74
−0.39 (−0.86%)
vs. prior close
Price20d50d150d
EXC 12-month price
Vertically Integrated Utilities
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
WEC$35.6B21.7x19.5x3.5x3.5x6.3x6.3x14.3x-3.1%
ED$38.8B17.7x17.3x2.3x2.2x3.5x3.4x9.4x7.2%
EXC$44.4B16.0x15.2x1.8x1.8x7.4x7.3x10.7x-4.9%

Consensus projections

TickerFY2026EFY2027EFY2028E
DRevenue+13.3%+6.3%+5.7%
EPS+5.0%+6.3%+7.0%
ETRRevenue+8.6%+9.7%+9.6%
EPS+12.3%+15.9%+13.5%
NEERevenue+10.4%+9.9%+8.6%
EPS+9.0%+9.2%+8.3%
AEPRevenue+9.5%+5.9%+7.6%
EPS+7.9%+7.6%+10.7%
PPLRevenue+10.6%+5.4%+5.6%
EPS+7.8%+8.6%+8.3%
NGGRevenue−6.3%+8.7%+9.0%
EPS+8.9%+15.2%+8.6%
DUKRevenue+5.8%+4.6%+4.2%
EPS+6.3%+6.9%+7.0%
VSTRevenue+18.9%+9.1%+4.6%
EPS+85.4%+19.1%+17.0%
CEGRevenue+35.3%+4.1%+5.2%
EPS+25.2%+13.1%+28.6%
SORevenue+7.7%+5.5%+6.1%
EPS+6.8%+7.5%+9.2%
SRERevenue−3.7%−1.8%+1.7%
EPS+11.6%+8.1%+8.4%
XELRevenue+7.8%+8.9%+8.1%
EPS+8.0%+10.4%+10.1%
WECRevenue+8.0%+5.0%+7.5%
EPS+6.6%+7.2%+8.2%
EDRevenue+6.9%+4.2%+3.9%
EPS+7.3%+6.2%+6.5%
EXCRevenue+4.2%+2.7%+3.4%
EPS+5.4%+6.2%+7.2%

Forward fiscal years only. Blank means no analyst coverage for that year.

A hyperscale campus does not run on an interconnection request. It runs on an executed electric service agreement — a signed contract for delivered megawatts, with a term, a price and, increasingly, a penalty for walking away. That distinction has become the axis on which regulated power companies are now valued, and the three biggest names attached to the artificial-intelligence buildout sit in three different places on it.

What is signed, and what is only asked

Dominion Energy, the monopoly supplier to Northern Virginia's "Data Center Alley," is the only one that publishes both numbers. About 53.8 GW sat in some stage of contracting as of July, up more than 5 GW since December; roughly 12 GW of that is under executed agreements. Behind it sits real regulatory machinery: Virginia's State Corporation Commission created a rate class for customers demanding 25 MW or more, effective 1 January 2027, requiring them to pay for at least 85% of contracted transmission and distribution demand and 60% of generation demand even if usage falls away. On 31 July the same commission ordered Dominion to assign transmission built solely for large loads directly to those loads, rather than spreading it across household bills.

Entergy, the New Orleans utility serving three million customers across the Gulf Coast, has named campuses instead of a tariff — Meta in Richland Parish, Amazon Web Services and AVAIO in Mississippi. That work added $14bn to a four-year capital plan now at $57bn. But three gas plants are approved and seven more await Louisiana regulators, whose decision is not scheduled until 16 December. Cost allocation is contested there too: more than half a billion dollars of transmission built for Meta would land on all customers at completion.

NextEra Energy pairs Florida Power & Light, serving 5.7 million accounts, with the largest US renewables developer. Its regulated large-load book is the least advanced of the three — 21 GW of interest, 12 GW in advanced discussion, an expectation raised to 8 GW by 2032, and no signed transaction announced.

The month belonged to one earnings call, not to bond yields

The convenient story is that a 30-year Treasury yield at a 19-year high knocked the bond proxies down. It does not hold. On 18 August, the session the long bond touched 5.32%, NextEra rose and American Electric Power rose; Dominion and Entergy each moved less than two-tenths of a percent. Across that whole week the hardest fall belonged to PPL, a pure wires company with no generation to sell.

Entergy's month is almost entirely one dated session. On 29 July it reported adjusted earnings of $1.03 a share against roughly $1.13 expected and fell 4% in a day — about four-fifths of the entire 30-day decline. The business underneath supports the reaction: revenue growth slowed from 12.0% in the first quarter to 5.9% in the second, and operating income has fallen year on year in each of the last four quarters. Diluted shares are up 4.6%, funding the capital plan and leaking rate-base growth before it reaches per-share earnings. Consensus nonetheless models earnings up 12.3% this year and 15.9% next. At 23.8x forward earnings, Entergy has grown more expensive per dollar of gross profit than it was in May — 9.3x against 8.6x — while the shares fell.

NextEra diverges the other way. Second-quarter revenue rose 12.4%, operating income 17.1% and net income 55%, the development backlog reached 35.1 GW, and guidance was unchanged — against a share price down 5.8% over three months. Its multiple has compressed hard: 8.4x trailing gross profit versus 11.7x in May. Because reported margins jumped, the cleaner lens is the forward multiple, 20.8x, and it sits above the trailing 18.7x only because trailing accounting profit is flattered.

Dominion is a special case that anyone reading utility indexes should know about. Since 18 May it has been a claim on NextEra: an all-stock combination at 0.8138 NextEra shares per Dominion share plus $360m in cash. The ratio between the two closes has sat between 0.789 and 0.802 since mid-July, ending Thursday about 2.3% below terms — a spread that is Virginia politics, not fundamentals. Governor Abigail Spanberger intervened in the state case on 6 August, legislators declared opposition on 18 August, and a commissioner declined to recuse herself on 19 August. Shareholders vote 3 September.

The squeeze that rates actually cause

The rate mechanism bites in a narrower place than share prices. Allowed returns are fixed by regulators — Dominion's was set at 9.8%, below the 10.4% it sought, with $565.7m of a requested $822m increase granted. Every point of yield therefore compresses the spread between what capital costs and what a utility may earn on it. Duke Energy showed the arithmetic this month, selling equity units at a 7.75% all-in rate against a 9.8% allowed return. That is the real transmission channel from the bond market into this industry, and it has nothing to do with whether a data center signs.

The setup

Where it stands — Contracted load is disclosed and enforceable at Dominion, pending at Entergy, and still only interest at NextEra's Florida utility. Would confirm — NextEra announcing its first signed Florida large-load agreement before year-end, or Entergy's operating income turning positive year on year. Would invalidate — Dominion's executed-agreement figure stalling near 12 GW at the third quarter while the contracting queue keeps growing. Watch next — Shareholder votes on the merger on 3 September; the Louisiana decision on seven gas plants due 16 December. Valuation — Entergy 23.8x forward and 26.4x trailing earnings; NextEra 20.8x forward, its gross-profit multiple down to 8.4x from 11.7x in May.

GitLab Rerated 54% Per Dollar of Gross Profit Without Reporting a Number Since June

Hypothesis Opus 5 · Research Opus 5 · Writing Opus 5 · Prompt v1.5

Six mid-sized software companies whose bills are meant to scale with usage have all turned upward together since May, and the turn has outrun anything the businesses did. Price per dollar of trailing gross profit rose 54% at GitLab over three months while that gross profit grew 4.5% — and GitLab has disclosed no financial figure since 2 June.

Fastly's numbers are real: revenue accelerated to 23.3% growth and gross margin reached 63.3%. But its ten largest customers supplied 87% of last quarter's sequential growth. The control on the whole theory is Q2 Holdings, a bank-software vendor with no AI revenue at all, and it has the cleanest operating leverage of the three — gross profit up 24.5% on revenue up 12.6% — while lagging the group over 90 days.

The advance is already fracturing. Fastly, the dearest per gross-profit dollar, has fallen 18.9% from its August peak; the others gave back under 5%.

FSLYGTLBQTWOESTCFIVNLSPDFROGTEAMNETAKAMRNGUsage-Based Software BillingAI Coding AgentsDeveloper Tooling PlatformsEdge Networks & CDNVertical Banking SoftwareCustomer Concentration Risk
TickerCompanySegmentTrend · 13mo30D1Y
The subject · what this brief is about
FSLYFastlyCloud Infrastructure & Platform🟢 Cont. Bull+18.7%+235.8%
GTLBGitLabDeveloper Tools & DevOps🌱 Emerging Bull+31.7%−6.5%
QTWOQ2Financial Services Software🔴 Cont. Bear+20.3%−15.9%
ESTCElasticData & Analytics Platforms🌱 Emerging Bull+46.6%+10.9%
FIVNFive9Communications & Collaboration🌱 Emerging Bull+42.8%+28.5%
LSPDLightspeed CommerceMarketplace & Commerce Platforms🌱 Emerging Bull+7.6%−10.4%
Compared against · context, not the story
FROGJFrogDeveloper Tools & DevOps🟢 Cont. Bull+9.9%+86.8%
TEAMAtlassianDeveloper Tools & DevOps🔴 Cont. Bear+99.0%+3.2%
NETCloudflareNetwork & Application Delivery🟢 Cont. Bull+5.6%+47.3%
AKAMAkamai TechnologiesNetwork & Application Delivery🟢 Cont. Bull−11.2%+44.7%
RNGRingCentralCommunications & Collaboration🟢 Cont. Bull+77.4%+129.6%

12-month price & trend

FSLY
Fastly
24.28
+1.57 (+6.91%)
vs. prior close
Price20d50d150d
FSLY 12-month price
Cloud Infrastructure & Platform
GTLB
GitLab
41.29
−0.79 (−1.87%)
vs. prior close
Price20d50d150d
GTLB 12-month price
Developer Tools & DevOps
QTWO
Q2
63.60
−0.22 (−0.34%)
vs. prior close
Price20d50d150d
QTWO 12-month price
Financial Services Software
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
FSLY$3.9Bn/m47.5x5.7x5.3x9.2x8.6xn/m1.1%
GTLB$7.0Bn/m51.3x7.0x6.3x8.1x7.3xn/m3.7%
QTWO$4.0B43.2x21.9x4.7x4.5x8.3x7.9x27.1x5.1%
ESTC
Elastic
86.01
+0.11 (+0.13%)
vs. prior close
Price20d50d150d
ESTC 12-month price
Data & Analytics Platforms
FIVN
Five9
32.77
+0.47 (+1.46%)
vs. prior close
Price20d50d150d
FIVN 12-month price
Communications & Collaboration
LSPD
Lightspeed Commerce
10.50
+0.11 (+1.06%)
vs. prior close
Price20d50d150d
LSPD 12-month price
Marketplace & Commerce Platforms
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
ESTC$8.9B24.2x26.5x5.1x4.5x6.8x5.9x121.4x3.6%
FIVN$2.5B43.1x10.1x2.1x2.0x3.8x3.6x15.2x7.9%
LSPD$1.5Bn/m17.0x1.2x1.2x2.7x2.7x74.8x2.6%
FROG
JFrog
87.57
−2.15 (−2.40%)
vs. prior close
Price20d50d150d
FROG 12-month price
Developer Tools & DevOps
TEAM
Atlassian
170
−5.00 (−2.86%)
vs. prior close
Price20d50d150d
TEAM 12-month price
Developer Tools & DevOps
NET
Cloudflare
284
+5.01 (+1.79%)
vs. prior close
Price20d50d150d
NET 12-month price
Network & Application Delivery
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
FROG$10.9Bn/m92.2x18.3x16.8x23.4x21.6xn/m1.5%
TEAM$44.9Bn/m31.1x6.8x6.0x8.1x7.1x297.7x2.9%
NET$104.0Bn/m232.5x41.4x36.3x57.0x50.0x0.4%
AKAM
Akamai Technologies
110
+0.34 (+0.31%)
vs. prior close
Price20d50d150d
AKAM 12-month price
Network & Application Delivery
RNG
RingCentral
66.80
+1.22 (+1.86%)
vs. prior close
Price20d50d150d
RNG 12-month price
Communications & Collaboration
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
AKAM$16.1B38.9x16.4x3.7x3.6x6.6x6.3x18.6x3.9%
RNG$5.8B51.9x13.3x2.2x2.2x3.1x3.0x20.8x11.6%

Consensus projections

TickerFY2026EFY2027EFY2028E
FSLYRevenue+20.9%+12.0%+11.2%
EPS+897.9%+11.2%+17.0%
GTLBRevenue+25.6%+17.8%+15.3%
EPS+40.9%−8.9%+25.2%
QTWORevenue+11.8%+10.1%+10.5%
EPS+22.9%+20.7%+43.5%
ESTCRevenue+17.6%+15.0%+14.5%
EPS+30.3%+28.2%+18.8%
FIVNRevenue+9.5%+9.9%+10.6%
EPS+10.5%+18.0%+16.6%
LSPDRevenue+13.5%+3.5%+12.6%
EPS+7.8%+28.3%+48.7%
FROGRevenue+24.2%+17.7%+18.3%
EPS+23.8%+16.8%+26.0%
TEAMRevenue+24.7%+15.4%+14.7%
EPS+55.5%−0.1%+21.6%
NETRevenue+33.7%+28.7%+27.5%
EPS+38.0%+32.5%+35.3%
AKAMRevenue+7.2%+12.8%+10.8%
EPS−4.7%+6.1%+13.9%
RNGRevenue+5.1%+4.6%+4.4%
EPS+16.4%+11.1%+10.8%

Forward fiscal years only. Blank means no analyst coverage for that year.

GitLab, whose single platform handles source control, automated testing and security scanning for enterprise engineering teams, has not published a financial figure since 2 June. Its next report is due 1 September. In the intervening three months the market has raised what it pays for each dollar of GitLab's trailing gross profit from 5.19x to 8.00x — a 54% rerating — while that gross profit grew 4.5%.

That gap is the story across a rung of software companies billed on traffic, data and transactions rather than headcount. All six of a closely watched group — Fastly, Elastic, Q2 Holdings, Lightspeed Commerce, GitLab and Five9 — have held an uptrend since the summer, their 50-day averages above their 200-day, five of them having sat in outright downtrends as recently as February. Q2 Holdings was the last to cross, on 18 August. The group's headline twelve-month gain of roughly 40% is one stock: Fastly is up 235.8%, three of the six are still down over a year, and the median member has gone almost nowhere.

The seat business that gave the capability away

GitLab's last reported quarter showed revenue up 23.1% to $264.2m — a fourth straight deceleration. Gross margin compressed 211 basis points to 85.8%, so gross profit grew only 19.6%, slower than revenue. Dollar-based net retention was 117% and customers above $100,000 of annual recurring revenue rose 18% to 1,519, with no dollar figure disclosed for Duo, its artificial-intelligence assistant. Consensus now has fiscal 2027 earnings per share of $0.81, some 8.9% below the prior year's $0.89.

The strategic problem is that GitLab prices per developer seat, the unit autonomous coding agents are supposed to eliminate, and it has chosen to defend the seat rather than meter the agent — putting Duo in front of free-tier users. JFrog, which bills by the volume of software binaries it stores and distributes, saw growth accelerate to 28.7%. Atlassian, meanwhile, is positioning its Jira work-tracking system as the place where coding agents are assigned and audited, with GitLab appearing in Atlassian's own investor letter as a repository feeding someone else's graph. Git repositories are portable; database formats are not. On 7 August GitLab rose 9.7% as investors revisited its AI story, with no company news; Truist lifted its target to $30 from $25 and kept a Hold. The shares closed at $41.29 on 21 August.

Fastly earned its acceleration, from ten customers

Fastly runs an edge network — servers between websites and their users that deliver pages and video, filter attacks and run code close to the viewer. June-quarter revenue rose 23.3% to $183.3m against guidance of $170–176m, the fourth consecutive acceleration. GAAP gross margin reached 63.3% from 51.3% a year earlier. Net revenue retention hit 117%, up from 104%. And unlike its peers Fastly quantifies the AI-attached lines: security revenue of $41.7m grew 43%, compute-led other products $7.7m grew 69%.

The qualifications are severe. The top ten customers grew 48%, now supply 37% of revenue and delivered 87% of sequential growth; everything else grew 12%. Roughly $10m of the beat was episodic, and only a quarter of World Cup matches fall in the current quarter against three-quarters in the last. Diluted shares rose 8.1% year on year against a free-cash-flow yield near 1%. Fastly operates roughly 80 points of presence against Cloudflare's 335-plus cities and Akamai's 4,100-plus embedded locations, with no federal security authorization. The market sold the print — down 13.5% on 6 August — then delivered the entire month's gain in one news-free session on 10 August, up 20.8% on analyst target hikes.

The control has the best numbers and no AI revenue

Q2 Holdings sells digital-banking, lending and fraud software to regional banks and credit unions, on multi-year contracts that have nothing to do with inference workloads. June-quarter revenue grew 13% to $219.8m and ending backlog rose 17% to $2.8bn. Gross margin climbed 566 basis points to 59.2%, so gross profit grew 24.5% on decelerating revenue — the reverse of GitLab. Operating income tripled to $29.3m. The company repaid $304m of convertible notes and ended debt-free, with a further $350m of buyback authorized. Its AI products reach general availability only in the fourth quarter; the AI revenue line today is effectively zero. Bank software must clear examinations by the Office of the Comptroller of the Currency (OCC) and the Federal Financial Institutions Examination Council (FFIEC), which is why its rivals are nCino, Jack Henry and Fiserv rather than any AI tool.

If the group's turn were purely a rate-driven bounce in beaten-down software, this AI-free name should have led. It did not: over 90 days Q2 Holdings gained 37.4% against GitLab's 61.2% and Elastic's 59.8%. But its multiple expanded 30% too, from 6.32x trailing gross profit to 8.22x, on gross profit up 5.6%.

Elastic, which sells the search and log-analytics stack behind many corporate security operations, posted the largest 30-day gain of the six despite having reported nothing since February; it jumped 11.5% on 14 August on agentic security-product news around the Black Hat conference, with several targets raised to $100. Five9, in cloud contact-center software, disclosed AI revenue up 78% to about $39m — but gross margin fell to 53.4% and operating income collapsed to $2.0m from $18.5m a quarter earlier, so its AI mix is currently dilutive. Lightspeed Commerce, in point-of-sale and payments, grew reported revenue 5.8% with 17% organic growth and has diverged from the rest, up 2.4% in a month.

The crack

The repricing began unwinding at the expensive end first. The 30-year Treasury yield topped 5.33% on 18 August, a 19-year high, applying a higher discount rate to exactly the distant cash flows these multiples assume; reports the same week that Anthropic is preparing an IPO revived the substitution fear. Fastly fell 12.7% and 9.9% on consecutive sessions with no company news, and is down 18.9% from its 14 August peak. The other five have given back under 5%.

The setup

Where it stands — All six trade well above their spring levels on multiples that expanded three to ten times faster than their gross profit. Would confirm — GitLab's 1 September quarter showing net retention above 117% and gross margin stabilizing near 86%. Would invalidate — Fastly's September quarter revenue growth falling below 18% as World Cup traffic rolls off. Watch next — GitLab reports fiscal second-quarter results on 1 September 2026. Valuation — GitLab 8.07x trailing and 7.27x forward gross profit, against 5.19x three months ago and 5.59x in February.

TransAlta's Alberta Power Fetched $29 a Megawatt-Hour. Its Data-Center Deal Is Unsigned

Hypothesis Opus 5 · Research Opus 5 · Writing Opus 5 · Prompt v1.5

Two companies filed under the same label — independent power producers, the merchant generators that sell electricity into wholesale markets — are being read as one trade on artificial-intelligence electricity demand. They are not one trade, and their declines did not even happen on the same days.

TransAlta, the Calgary generator, earns its money at the Alberta pool price, which averaged $29 a megawatt-hour in the second quarter against $40 a year earlier. First-half adjusted earnings before interest, taxes, depreciation and amortization fell 20% to $495m; S&P cut its outlook to negative on 24 July; the shares lost 12.3% that week. Its Alberta data-center work is a memorandum of understanding for 230 megawatts, not contracted load.

Talen is the opposite case: contracted through 2042 with Amazon, guidance raised in August, trailing gross profit up 57% — and the price paid per dollar of that gross profit down to 9.07x from 16.49x in early May.

TACTLNCEGVSTNRGNEEMerchant Power PricingAlberta Wholesale MarketData-Center Load GrowthNuclear Offtake ContractsGeneration HedgingUtility Credit Quality
TickerCompanySegmentTrend · 13mo30D1Y
The subject · what this brief is about
TACTransAltaWholesale Power Producers🟢 Cont. Bull−10.6%+2.7%
TLNTalen EnergyWholesale Power Producers🟢 Cont. Bull−16.4%−11.8%
Compared against · context, not the story
CEGConstellation EnergyDiversified Renewable Generators⚠️ Emerging Bear−0.6%−12.4%
VSTVistraIntegrated Retail & Generation🔴 Cont. Bear−17.6%−27.5%
NRGNRG EnergyIntegrated Retail & Generation⚠️ Emerging Bear−18.1%−21.0%
NEENextEra EnergyVertically Integrated Utilities⚠️ Emerging Bear−5.5%+13.4%

12-month price & trend

TAC
TransAlta
12.55
+0.01 (+0.08%)
vs. prior close
Price20d50d150d
TAC 12-month price
Wholesale Power Producers
TLN
Talen Energy
316
−1.90 (−0.60%)
vs. prior close
Price20d50d150d
TLN 12-month price
Wholesale Power Producers
CEG
Constellation Energy
273
+0.20 (+0.07%)
vs. prior close
Price20d50d150d
CEG 12-month price
Diversified Renewable Generators
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
TAC$3.6Bn/m38.0x2.3x1.7x5.4x3.9x11.3x8.5%
TLN$14.3Bn/m14.9x4.0x3.2x9.1x7.1x29.7x3.6%
CEG$101.4B27.5x24.1x3.2x3.1x3.4x3.2x14.7x0.3%
VST
Vistra
137
−1.54 (−1.11%)
vs. prior close
Price20d50d150d
VST 12-month price
Integrated Retail & Generation
NRG
NRG Energy
115
−0.62 (−0.54%)
vs. prior close
Price20d50d150d
NRG 12-month price
Integrated Retail & Generation
NEE
NextEra Energy
84.47
−0.78 (−0.91%)
vs. prior close
Price20d50d150d
NEE 12-month price
Vertically Integrated Utilities
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
VST$45.9B22.7x15.4x2.9x2.0x22.2x15.5x10.1x3.0%
NRG$23.9B29.6x12.7x0.6x0.7x4.0x4.0x11.2x1.5%
NEE$174.5B18.7x20.8x6.0x5.6x8.4x7.8x15.9x-5.8%

Consensus projections

TickerFY2026EFY2027EFY2028E
TACRevenue−17.8%+10.3%+12.6%
EPS−40.2%+78.4%+32.8%
TLNRevenue+85.7%+15.6%+5.1%
EPS+256.0%+51.3%+20.9%
CEGRevenue+35.3%+4.1%+5.2%
EPS+25.2%+13.1%+28.6%
VSTRevenue+18.9%+9.1%+4.6%
EPS+85.4%+19.1%+17.0%
NRGRevenue+20.5%+1.8%+4.9%
EPS+14.6%+24.0%+16.0%
NEERevenue+10.4%+9.9%+8.6%
EPS+9.0%+9.2%+8.3%

Forward fiscal years only. Blank means no analyst coverage for that year.

Electricity in Alberta sold for an average of $29 a megawatt-hour in the second quarter, against $40 a year earlier. TransAlta, the Calgary company that has generated power since 1909 and today runs hydro, wind, solar and gas plants across Canada, the United States and Australia, earns the bulk of its money at that price.

What kept the quarter intact was hedging, not the market. TransAlta realized $63 a megawatt-hour on 2.4 terawatt-hours of Alberta output — roughly double the spot price — and has 4.5 terawatt-hours of the 2026 balance and 6.6 terawatt-hours of 2027 locked at about $64. Adjusted EBITDA still came to $291m for the quarter and free cash flow to $143m. Across the first half, adjusted EBITDA fell 20% to $495m and free cash flow 22% to $245m, with full-year guidance of $950m-1,050m reaffirmed on the strength of those hedges.

The collapse underneath them is structural rather than weather. Alberta's average pool price fell 30.4% in 2025 to $43.68 a megawatt-hour, the lowest in eight years, as efficient combined-cycle gas plants commissioned in late 2024 came online alongside new wind and solar. The first quarter of 2026 averaged $32.15; February printed $22.39. Supply arrived faster than load.

The deal that hasn't been signed

TransAlta's answer is the same one every generator is giving: data centers. The company expects Alberta prices to average about $100 a megawatt-hour by 2029 on data-center load. But its Alberta project is a memorandum of understanding with Canada Pension Plan Investments and Brookfield covering a first-phase allocation of 230 megawatts, contingent on the Alberta Electric System Operator identifying underutilized grid capacity under rules written in June 2026. Greenfield builds at Keephills and Sundance, roughly 2 gigawatts, are aimed at the next decade. None of it is contracted load today.

The contracted growth TransAlta does own is unglamorous: 318 megawatts of Colorado gas peakers bought from Blackstone subsidiaries at a US$1.0bn enterprise value, tolled for 25 to 30 years to investment-grade cooperatives and funded partly with a C$350m equity issue. Useful, contracted, and nothing to do with artificial intelligence.

The dates matter. TransAlta's shares fell 12.3% between 23 and 29 July, the week S&P Global Ratings affirmed its BB+ rating but moved the outlook to negative and the first-half numbers landed. On 18 August, when the 30-year Treasury yield touched a 19-year high above 5.33% and rate-sensitive power names were hit, TransAlta lost 2.8%. This is a pool-price and credit story wearing an AI label.

The control case

Talen Energy, a Houston merchant generator with about 10.7 gigawatts of nuclear, gas, coal and solar, is what the contracted version looks like. Its expanded agreement with Amazon covers up to 1,920 megawatts of Susquehanna nuclear output through 2042, roughly $18bn of expected lifetime revenue. Second-quarter revenue grew 64.5% to $747m, and gross margin reached 49.3% against 20.7% a year earlier. Management raised 2026 guidance on 5 August to $1.20-1.35bn of adjusted free cash flow, with 2027 generation about 70% hedged and the diluted share count down 14% in two years.

The shares fell anyway — 16.4% over 30 days, 17.5% over six months — while trailing gross profit rose 57% to $1.57bn. Talen now costs 9.07x trailing gross profit, down from 16.49x in early May and roughly 18x six months ago, with forward earnings at 14.9x. Constellation, the largest nuclear merchant, trades near 23.6x gross profit. The offsets are real: a $984m shelf covering shares issued for the Cornerstone acquisition, and price-target cuts from Raymond James and Oppenheimer. So is the ceiling on the upside — PJM's 2028/29 capacity auction cleared at the $325 per megawatt-day cap while coming 6,831 megawatts short of the reliability requirement, so the scarcity is real but its price is administratively capped.

TransAlta, meanwhile, trades at 38.0x forward earnings — a number sitting on trough profits, with consensus 2026 revenue down 17.8% — against 11.25x trailing EV/EBITDA and an 8.5% trailing free-cash-flow yield. The cash is not dear; the earnings are simply at the bottom of the cycle. Competition for the megawatts is also intensifying: NRG has aligned on terms for a 1.2-gigawatt Texas hyperscaler deal with more than 95% of cash flow from capacity payments, while the cloud buyers move upstream themselves — Google's $4.75bn purchase of Intersect Power being the clearest case of a hyperscaler developing its own generation rather than buying from a merchant.

The setup

Where it stands — TransAlta's decline traces to Alberta pool prices and a credit outlook cut; Talen's traces to nothing in its own numbers. Would confirm — TransAlta converting the 230-megawatt Alberta allocation from memorandum to signed, contracted offtake with a disclosed term. Would invalidate — Alberta spot prices recovering toward $60 a megawatt-hour, making the hedge book a drag rather than the earnings. Watch next — TransAlta's third-quarter results, due late October, and the Alberta Electric System Operator's capacity allocation decision. Valuation — TransAlta at 38.0x forward earnings on trough profits and 11.25x trailing EV/EBITDA; Talen at 9.07x trailing gross profit against 16.49x in May.

Jacobs Booked 35% More Revenue From AI Data Centers and 7% More Gross Profit

Hypothesis Opus 5 · Research Opus 5 · Writing Opus 5 · Prompt v1.5

Jacobs Solutions designs some of the largest artificial-intelligence campuses being built in America, and its June quarter shows how that work lands on an income statement. Revenue grew 34.6% to $4.08bn. Gross profit grew 7.3%. The gap is pass-through — the procurement and construction management Jacobs books as revenue but earns no design fee on.

The design consultancies have had a strong month as a group, but roughly two-thirds of it belongs to two microcaps: Bowman Consulting, taken private for about $1.0bn, and Willdan, which raised guidance. Jacobs is the one name with a quantified AI line — 11% of adjusted net revenue, on a record $28.9bn backlog. AECOM took a $337m charge on a project bid in 2018 and still reported record backlog; it is the cheapest of the group at 16.3x forward earnings. Tetra Tech, with about $60m of data-center work, outran both.

JACMTTEKSTNWLDNBWMNEMEDYMYRGAI Data-Center BuildoutEPCM Pass-Through RevenueEngineering Backlog GrowthPublic Infrastructure SpendingWater & Environmental Services
TickerCompanySegmentTrend · 13mo30D1Y
The subject · what this brief is about
JJacobs SolutionsDesign & Engineering Consulting🔴 Cont. Bear+14.2%+1.9%
ACMAecomDesign & Engineering Consulting🔴 Cont. Bear−3.9%−46.2%
TTEKTetra TechDesign & Engineering Consulting🔴 Cont. Bear+19.5%+3.8%
Compared against · context, not the story
STNStantecDesign & Engineering Consulting🔴 Cont. Bear+9.8%−30.8%
WLDNWilldanDesign & Engineering Consulting⚠️ Emerging Bear+15.5%−19.0%
BWMNBowman ConsultingDesign & Engineering Consulting🔴 Cont. Bear+58.9%+6.8%
EMEEMCORElectrical & Power Infrastructure🟢 Cont. Bull+3.8%+28.5%
DYDycom IndustriesElectrical & Power Infrastructure🟢 Cont. Bull−8.5%+51.5%
MYRGMYRElectrical & Power Infrastructure🟢 Cont. Bull−22.2%+73.8%

12-month price & trend

J
Jacobs Solutions
149
+0.91 (+0.61%)
vs. prior close
Price20d50d150d
J 12-month price
Design & Engineering Consulting
ACM
Aecom
64.83
−0.96 (−1.45%)
vs. prior close
Price20d50d150d
ACM 12-month price
Design & Engineering Consulting
TTEK
Tetra Tech
37.03
+0.45 (+1.23%)
vs. prior close
Price20d50d150d
TTEK 12-month price
Design & Engineering Consulting
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
J$17.7B52.3x20.7x1.2x1.9x5.6x8.4x22.8x3.6%
ACM$8.3B29.3x16.3x0.5x1.1x9.5x19.7xn/m2.4%
TTEK$9.6B22.2x23.5x1.9x2.2x10.1x11.7x15.6x5.7%
STN
Stantec
74.72
+1.07 (+1.45%)
vs. prior close
Price20d50d150d
STN 12-month price
Design & Engineering Consulting
WLDN
Willdan
86.10
+0.41 (+0.48%)
vs. prior close
Price20d50d150d
WLDN 12-month price
Design & Engineering Consulting
BWMN
Bowman Consulting
42.53
−0.07 (−0.16%)
vs. prior close
Price20d50d150d
BWMN 12-month price
Design & Engineering Consulting
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
STN$8.0B23.0x16.0x1.4x1.1x3.3x2.6x12.4x6.0%
WLDN$1.4B24.1x18.7x2.0x3.4x5.3x8.8x21.7x3.1%
BWMN$545.5M48.4x17.9x1.1x1.0x2.3x2.2x15.8x5.8%
EME
EMCOR
784
−2.62 (−0.33%)
vs. prior close
Price20d50d150d
EME 12-month price
Electrical & Power Infrastructure
DY
Dycom Industries
397
−3.01 (−0.75%)
vs. prior close
Price20d50d150d
DY 12-month price
Electrical & Power Infrastructure
MYRG
MYR
318
+0.27 (+0.08%)
vs. prior close
Price20d50d150d
MYRG 12-month price
Electrical & Power Infrastructure
TickerMkt capP/EP/E fwdP/SP/S fwdP/GPP/GP fwdEV/EBITDAFCF yld
EME$34.3B24.3x23.6x1.8x1.7x9.4x8.6x14.9x3.4%
DY$11.8B37.1x23.7x1.9x1.6x9.6x7.9x13.4x3.7%
MYRG$4.8B29.2x25.5x1.2x1.1x9.7x8.9x16.2x4.0%

Consensus projections

TickerFY2026EFY2027EFY2028E
JRevenue−20.4%+6.2%+6.1%
EPS+19.7%+14.2%+15.6%
ACMRevenue−1.6%+7.2%+5.8%
EPS−24.1%+56.4%+17.1%
TTEKRevenue−3.5%+4.3%+1.8%
EPS+4.1%+10.2%+11.4%
STNRevenue+10.4%+5.8%+7.3%
EPS+14.5%+11.1%+22.0%
WLDNRevenue+24.5%+13.2%+13.4%
EPS+109.3%+19.2%+4.6%
BWMNRevenue+21.0%+11.2%
EPS+6.2%+38.3%
EMERevenue+21.4%+10.8%+8.0%
EPS+30.1%+13.0%+13.2%
DYRevenue+17.1%+40.1%+11.3%
EPS+39.5%+47.1%+20.3%
MYRGRevenue+22.9%+15.5%+11.4%
EPS+72.5%+18.4%+22.2%

Forward fiscal years only. Blank means no analyst coverage for that year.

The firms that decide where an artificial-intelligence campus gets its power, where its water goes and how its halls are arranged sit a year or more ahead of the contractors who pull the cable. Three of the largest reported their June quarters this month. The most striking number came from Jacobs Solutions, a Dallas design and program-management firm of about 47,000 people, and it was not a growth number — it was the distance between two growth numbers.

The fee and the pass-through

Jacobs' quarterly revenue rose 34.6% to $4.08bn. Gross profit rose 7.3%, to $811m. Gross margin fell 506 basis points to 19.9%. Nothing went wrong: the large sole-source engineering, procurement and construction management (EPCM) awards that carry the AI work book procurement and construction spending as revenue, inflating the top line without adding fee. On management's preferred measure — earnings before interest, taxes, depreciation and amortization as a share of net revenue — the margin expanded more than 100 basis points, to 15.2%.

The demand underneath is real and, unusually, quantified. Jacobs reported record backlog of $28.9bn, up 27%, and put direct AI data-center build-out at 11% of adjusted net revenue, roughly a percentage point higher than the prior quarter. Visibility on that pipeline has stretched from six-to-nine months to two-to-three years. In July it won a sole-source EPCM role on Hut 8's Beacon Point campus in Nueces County, Texas, a follow-on to its work at the same client's Louisiana site — the position is incumbency, not price. Jacobs has been engineer of record for Intel for decades and now ranks first in 18 Engineering News-Record categories, data centers among them. Adjusted earnings per share grew 14%, and guidance was raised for a third straight quarter.

The shares have moved with it: up 31% in three months. Price per dollar of trailing gross profit has gone from 4.90x in early May to 5.65x, and the forward multiple is 20.7x.

AECOM: a record book and a GAAP loss

AECOM, a 51,000-person infrastructure consultancy selling design and program management mostly to public agencies, took a $337m pretax charge on a public-private-partnership design-build project bid back in 2018. That pushed quarterly gross profit negative and produced an $86.7m net loss. It also carries about $500m of cash out through the first half of 2027 and cut free-cash-flow guidance to $300m from $400m.

Underneath, backlog hit a record $27.8bn with book-to-burn of 1.6x. But AECOM disclosed no dollar figure for data centers at all, describing them only as fast-growing while touting its pipeline on the call. The drivers it did quantify were governmental: a defense pipeline up 30%, a US water pipeline up 30%, and a $580bn surface-transportation reauthorization moving through Congress. At 16.3x forward earnings it is the cheapest name here, and the only one whose shares are still in a downtrend, with the 50-day average below the 200-day.

The control outran the protagonists

Tetra Tech, a Pasadena water-and-environment consultancy weighted to federal and municipal budgets, should be the name AI leaves behind. Its data-center work is about $60m annualized against a revenue guide of roughly $4.3bn. Yet its shares are up 35% over three months, more than Jacobs. Its quarter was the weakest of the three: revenue up 13.5%, gross profit down 3.3%, operating income down 4.3%. Its forward price/earnings of 23.5x sits above its trailing 22.2x — consensus expects earnings to fall. Stantec, the Canadian peer, has not reported since February and went nowhere.

And the month's headline gain for these firms was mostly two sessions at two small companies. Bowman Consulting jumped 55.5% on 10 August when Bernhard Capital Partners agreed to take it private for $43.00 a share in cash, about $1.0bn, a 58% premium; it has traded in a flat band since. Willdan gapped 17% on 7 August on a guidance raise, with commercial work — data-center power and grid reliability — now a quarter of its business. Strip those two days and the group's month is roughly seven points, not nineteen.

What the bond shock separated

One divergence was clean. When the 30-year Treasury yield touched 5.33% on 18 August, a 19-year high, EMCOR fell 8.4% over four sessions and Dycom 6.6%. Jacobs rose 2.8%, AECOM 5.5%. The designers finance nothing, carry no equipment and bill hours; the installers carry working capital and fleets. EMCOR's own order book, at a record $17.1bn of remaining performance obligations, up 43.9%, confirms the same demand the designers describe — it simply reprices differently when discount rates jump.

The setup

Where it stands — Jacobs is the only one of these firms disclosing a quantified AI data-center share of revenue; AECOM is cheapest and least exposed. Would confirm — Jacobs' AI share of adjusted net revenue rising above 12% in the October quarter with net-revenue book-to-bill above 1.2x. Would invalidate — Jacobs' gross profit growth staying in single digits while adjusted EBITDA margin on net revenue slips below 15%. Watch next — Jacobs' fiscal fourth quarter and full-year results, due November, against guidance of $7.20-7.30 adjusted EPS. Valuation — Jacobs 20.7x forward and 5.65x trailing gross profit, against 4.90x in early May; AECOM 16.3x forward, Tetra Tech 23.5x.