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AGING Analysis Report
Aug 11, 2026
13 days ago · 100% complete
NOT DEPENDABLE This report predates a filing — its financial basis has been replaced.
Report generated: Aug 11, 2026 · Filing on record since: Aug 19, 2026 · 8 days after
For AI assistants & researchers — machine-readable summary of this page

What this page is: Delvantic's full research page for The Williams Companies, Inc. (WMB) — AI-driven forensic equity research: mechanical valuation models (DCF, EPV, anchored-PE, scenario) plus three independent AI lenses (Quality / Value / Sentiment). Everything below is rendered server-side; you are not missing content that requires JavaScript. All scores are predictions and research opinions, not financial advice.

Our current read (analysis of 2026-08-24): Designation Low · Gem Score -40 (−100…+100 Quality+Value blend) · Quality -3 · Value -71 · Sentiment 32 (timing only, not weighted) · Composite fair value $42.76 vs $71.85 at analysis

Page map (sections in order; each card carries a stable reference-name attribute you can cite):

  • profile-header / price-overview — company profile, live quote, market cap
  • extended-analysisthe core: three AI lens reads with findings, scores, and the analyst memo
  • future-predictions — our forward price-band predictions
  • market-narrative / ai-findings / gpt-critique — narrative context, cross-model findings, and an adversarial critique of our own analysis (near the end of the document)
  • Members-only sections (render as login gates for anonymous readers): price-history, income-trend, key-metrics, financials (statement tables), insider-trading. The analysis above is public; the raw data tables require a free account.

More for machine readers: site briefing at /llms.txt · any ticker resolves at delvantic.com/stock/TICKER · raw inputs are public-company filings and market data (via licensed data feeds); every model, score, lens read, and prediction on this page is Delvantic's own analysis.

The Williams Companies, Inc.

WMB NYSE
Energy · Oil & Gas Midstream
Tulsa, OK 74172, United States williams.com Updated Aug 10, 9:53pm
Price
$71.85
Market Cap
$87.9B
Employees
5,987
Beta
0.62
Avg Volume
6,968,386
Last Dividend
$2.05
CEO
Mr. Chad J. Zamarin

The Williams Companies, Inc. is an energy infrastructure company focused primarily on the transportation, gathering, processing, and marketing of natural gas and natural gas liquids in the United States. Headquartered in Tulsa, Oklahoma, the company owns and operates an extensive network of pipelines and related midstream assets that connect key supply basins with major demand centers, including power generators, utilities, industrial users, and local distribution companies. Its operations are organized across segments such as interstate natural gas transmission, Gulf of Mexico infrastructure, and gathering and processing businesses in regions like the Northeast, Rocky Mountains, Texas, and the Mid-Continent. Williams also provides natural gas and NGL marketing, storage, and transportation services, helping market participants manage supply, demand, and logistics. Through these activities, The Williams Companies, Inc. plays a central role in the North American natural gas value chain, supporting reliable energy delivery and underpinning both residential and commercial energy consumption.

Runs with full report Generated: Aug 11, 2026 12:20am
Price Overview
Price at report time
$71.85
as of Aug 11, 12:43am (13d ago)
Change · Aug 11
+1.45 (+2.06%)
Day Range
$70.59 – $71.86
52-Week Range
$55.82 – $80.08
50-Day MA
$73.04
200-Day MA
$68.76
Volume
3,617,451.00
Right now · live
Log in to get the live feed
Members see the real-time price and the move since this report (over 13d).
Share Structure
Outstanding 1,223,000,000.00
Float 1,195,792,984.00
Free Float 97.8%
High free float — 97.8% of shares trade freely, ~2.2% held by insiders/institutions
Very liquid — most shares trade freely. Low insider ownership can mean less management alignment, but makes large position sizing straightforward.
Price History (1 Year)
Last updated: Aug 11, 2026 12:46am (13d ago)
Revenue & Net Income Trend
The directional story — useful even when net income is negative.
Last updated: Aug 8, 2026 3:53am (16d ago)
Revenue
The top line — total sales before any costs or taxes are subtracted. A measure of how much business the company is doing.
Net Income
The bottom line — profit left after subtracting all expenses, interest, and taxes from revenue. Reflects accounting profitability, but includes non-cash items like depreciation, so it isn't the same as cash earned.
Operating Cash Flow
The real cash generated by the day-to-day business — selling products, paying suppliers, collecting from customers. Calculated from net income by adding back non-cash items and adjusting for timing (unpaid bills, unsold inventory). When OCF consistently lags net income, the reported profit may not be converting to real money.
Period Revenue Net Income Net Margin YoY/QoQ
Key Metrics
TD Twelve Data statement HEX SEC filing
Industry comparison last run: Aug 11, 2026 12:14am
P/E Ratio (Price per dollar of earnings)
HEX
Stock Price / EPS (Diluted)
33.57
Stock Price: $71.85
EPS (Diluted): 2.14
P/B Ratio (Price vs net asset value)
HEX
Stock Price / Book Value Per Share
5.87
Stock Price: $71.85
Total Equity: $15.00B
Shares: 1,225,000,000
EV/EBITDA (Total value vs operating profit)
HEX
Enterprise Value / EBITDA
13.43
Market Cap: $87.88B
Total Debt: $0.00
Cash: $63.00M
EBITDA: $6.54B
Enterprise Value (Takeover price (cap + debt - cash))
HEX
Market Cap + Total Debt - Cash
$87.9B
Market Cap: $87.88B
Total Debt: $0.00
Cash: $63.00M
Gross Margin (Revenue left after direct costs)
HEX
Gross Profit / Revenue
Gross Profit: N/A
Revenue: $11.95B
Missing from API: Gross Profit
Operating Margin (Revenue left after all operations)
HEX
Operating Income / Revenue
35.1%
Operating Income: $4.20B
Revenue: $11.95B
Net Margin (Revenue left as actual profit)
HEX
Net Income / Revenue
21.9%
Net Income: $2.62B
Revenue: $11.95B
ROE (Profit from shareholder equity)
HEX
Net Income / Total Equity
17.5%
Net Income: $2.62B
Total Equity: $15.00B
ROIC (Profit from all invested capital)
HEX
NOPAT / Invested Capital
21.5%
Operating Income: $4.20B
Tax Rate: 23.6%
Equity: $15.00B
Total Debt: $0.00
Cash: $63.00M
Zero debt — invested capital = equity minus cash (very efficient)
Current Ratio (Can it pay short-term bills)
HEX
Current Assets / Current Liabilities
0.53
Current Assets: $3.24B
Current Liabilities: $6.11B
Debt/Equity (Leverage — debt vs equity)
HEX
Total Debt / Total Equity
0.00
Short-Term Debt: $0.00
Long-Term Debt: $0.00
Total Debt: $0.00
Total Equity: $15.00B
Zero debt — this company carries no debt obligations. Strongest possible score.
Rev/Share (Top-line per share)
HEX
Revenue / Shares Outstanding
$9.76
Revenue: $11.95B
Shares: 1,225,000,000
Book Value/Share (Net assets per share)
HEX
(Total Assets - Total Liabilities) / Shares
$12.24
Total Equity: $15.00B
Shares: 1,225,000,000
FCF/Share (Real cash generated per share)
HEX
(Operating Cash Flow + CapEx) / Shares
$0.82
Operating CF: $5.90B
CapEx: -$4.89B
Shares: 1,225,000,000
CapEx is negative (outflow) — added to OCF to get FCF
Div Yield (Annual income from holding)
TD
Last Annual Dividend / Stock Price
2.9%
Last Dividend: $2.05
Stock Price: $71.85
Payout Ratio (Earnings paid out as dividends)
HEX
Dividends Paid / Net Income
93.3%
Dividends Paid: -$2.44B
Net Income: $2.62B
Industry Benchmarks
Last run: Aug 11, 2026 12:14am
Compares WMB against LLM-researched typical ranges for its industry. One research call per industry, cached indefinitely — every stock in the same industry reuses the same baseline.
Income Statement (Annual)
Last updated: Aug 8, 2026 3:53am (16d ago)
Metric 2021 2022 2023 2024 2025
Revenue $10.6B $11.0B $10.9B $10.5B $12.0B
Cost of Revenue
Gross Profit
Operating Expenses
Operating Income $2.6B $3.0B $4.3B $3.3B $4.2B
Net Income $1.5B $2.0B $3.2B $2.2B $2.6B
EBITDA $4.5B $5.0B $6.4B $5.6B $6.5B
EPS $1.25 $1.68 $2.61 $1.82 $2.14
EPS (Diluted) $1.24 $1.67 $2.60 $1.82 $2.14
Balance Sheet (Annual)
Last updated: Aug 6, 2026 7:42am (18d ago)
Metric 2021 2022 2023 2024 2025
Cash & Equivalents $1.7B $152.0M $2.2B $60.0M $63.0M
Total Current Assets $4.5B $3.8B $4.5B $2.7B $3.2B
Total Assets $47.6B $48.4B $52.6B $54.5B $58.6B
Current Liabilities $5.0B $4.9B $5.8B $5.3B $6.1B
Long-Term Debt
Total Liabilities $33.5B $34.4B $37.7B $39.7B $43.6B
Total Equity $14.1B $14.0B $14.9B $14.8B $15.0B
Retained Earnings -$13.2B -$13.3B -$12.3B -$12.4B -$12.2B
Cash Flow (Annual)
Last updated: Aug 8, 2026 3:53am (16d ago)
Metric 2021 2022 2023 2024 2025
Operating Cash Flow $3.9B $4.9B $5.9B $5.0B $5.9B
Capital Expenditure -$1.2B -$2.3B -$2.5B -$2.6B -$4.9B
Free Cash Flow $2.7B $2.6B $3.4B $2.4B $1.0B
Acquisitions (net) -$151.0M -$933.0M -$1.6B -$2.2B -$1.0M
Net Debt Issued / (Repaid) $1.3B -$1.1B $2.1B $648.0M $2.1B
Dividends Paid -$2.0B -$2.1B -$2.2B -$2.3B -$2.4B
Stock Buybacks $0 -$9.0M -$130.0M $0 $0
Net Change in Cash $1.5B -$1.5B $2.0B -$2.1B $3.0M
Growth Trends (YoY %)
Last updated: Aug 8, 2026 3:53am (16d ago)
Metric 2022 2023 2024 2025
Revenue Growth +3.2% -0.5% -3.7% +13.8%
Gross Profit Growth
Operating Income Growth +14.7% +42.8% -22.5% +25.7%
Net Income Growth +35.1% +55.1% -30.0% +17.7%
EBITDA Growth +12.4% +27.0% -12.9% +17.7%
Dividend History (Last 20)
Last updated: Aug 6, 2026 7:42am (18d ago)
Date Dividend Declaration Record Payment
2026-06-12 $0.53
2026-03-13 $0.53
2025-12-12 $0.50
2025-09-12 $0.50
2025-06-13 $0.50
2025-03-14 $0.50
2024-12-13 $0.48
2024-09-13 $0.48
2024-06-07 $0.48
2024-03-07 $0.48
2023-12-07 $0.45
2023-09-08 $0.45
2023-06-09 $0.45
2023-03-10 $0.45
2022-12-08 $0.43
2022-09-08 $0.43
2022-06-09 $0.43
2022-03-10 $0.43
2021-12-09 $0.41
2021-09-09 $0.41
0Company Classification 1Industry Landscape 2Company Momentum 3Forward Projection 4aDCF Valuation 4bEarnings Power Value 4cAnchored PE 4dReverse DCF 4eRevenue-Based DCF 4fAnchored P/S 4gScenario Analysis 4hDividend Discount Model 4iBook Value Analysis 4jInsider Activity 4fCash Flow Quality 4gDebt Maturity Risk 4hMacro Environment 4iSector Intelligence 4jRevenue Confidence 4kSensitivity Analysis 4lSector Demand Cycle 5AI Investigation 5bThesis Evaluation 6Valuation Synthesis
computed not applicable 18 computed · 6 not applicable
Risk : Reward — if the last quarter repeats
Live · as of 2026-08-19 11:18
-0.7 : 1 recovery upside vs repeat-quarter downside
Even the bull case prices 38% below today — the ratio here measures the model-vs-market gap, not payoff odds. Another quarter like the worst recent one costs 55%.
CaseGrowthMarginFair valuevs price ($71.85)
Bull — recovery +8% 29.0% $44.77 -38%
Base — stabilizes +5% 25.2% $36.10 -50%
Bear — keeps slipping +3% 21.4% $28.56 -60%
Stress — last quarter repeats -1% 27.7% $32.26 -55%
The next quarters keep the trajectory of the worst recent matched quarter (ending 2026-03-31) — growth stays at -0.6% and margins bend by the same profit-vs-revenue ratio (×1.10). Stress is a trajectory, not a prediction — it answers "what if the ship's current heading simply continues," which history says is the case to respect.
Why this is appearing: this company files quarterly, so its recent trajectory could be measured rather than assumed — the engine matched Jun 2026, Mar 2026 against the same quarters one year earlier and found revenue +4.4% · operating income +22.8% · net income +36.8% year-over-year. That measured heading is what the stress case extends forward. Of those, the stress case extends the worst matched quarter — the one ending Mar 31, 2026 (revenue -0.6%, operating income +20.8% YoY) — not the average. Data measured through Jun 30, 2026 — this card recalculates automatically when the next quarterly filing is ingested. Companies without quarterly filings (many foreign listings) never show this card: with no measured trajectory, there is nothing honest to repeat.
Narrative Economics
The story the market is telling about this stock — the intangible X-factor (founder mythology, cult dynamics, TAM-of-imagination) that moves price beyond what cash flows alone explain. After Shiller, Narrative Economics.
No narrative profile yet for WMB — it's generated by the pipeline (market-narrative step).
AI Lens 4th lens · how AI reaches this business · 5-yr
2026-08-11
The creme is there an opportunity here? Opportunity
Williams is one of the few names where AI is pure demand and near-zero substitution - the pipe cannot be automated away, but the load it serves is being rewritten upward.
Position 73 with exposure 61 reflects a business whose monetized unit (firm reservation charges, revenue_unit_durability 85) is structurally immune to cheap intelligence while its scarce asset (scarcity_migration 91 relevance) gets rarer as compute siting collides with permitting reality. What kills the trade is not AI - it is capital discipline: FCF already fell to about 1.01B in 2025 on rising capex, so watch the contract disclosure on every AI-linked expansion and power project for term, counterparty credit, and fee-based versus spread-based return. Firm long-dated contracts push this toward the 89 bull; uncontracted merchant power exposure is the path to the 41 bear.
73
AI Position
Favorable - AI arrives as demand, not as substitution
Cheap intelligence cannot touch Williams' core function of moving molecules, but it materially raises the load it is paid to serve, so exposure is high on the revenue side and near zero on the substitution side.
Exposure 61 Confidence 72 50 = neutral
Primary Tailwind

Data-center electricity load converts into firm, long-dated gas transport demand on the Transco and Northeast corridors, and Williams monetizes it through reservation charges plus incremental expansion projects priced off scarce existing rights of way rather than new greenfield routes.

Primary Pressure

To capture that load Williams is drifting from pure toll-taker into generation-adjacent projects (behind-the-meter power for compute campuses), which swaps contracted annuity cash flow for construction, dispatch, and counterparty risk in exactly the segment where hyperscaler plans change fastest.

Critical Hinge

Whether new AI-linked capital lands as firm long-term take-or-pay transport and tolling contracts or as merchant/quasi-merchant power exposure. The observable is the contract disclosure on each announced power and expansion project: term length, credit of counterparty, and whether return is fee-based or spread-based.

Hard to Reproduce

FERC certificates, eminent-domain-backed rights of way, an interconnected mainline into the densest demand corridors, and storage plus compression already sited near where power is needed - none of which cheaper software or capital abundance can conjure on a five-year timeline.

Forensic fingerprint same 11 factors for every stock · 0 unfavorable · 50 neutral · 100 favorable
Underlying Need Persistence do people still need this at all? 91
The need to move gas from basin to burner tip is unaffected by intelligence cost and is amplified by compute load.
Electrons for AI must be generated, and in Williams' service territories the firming fuel of choice remains gas; the underlying need strengthens rather than merely persists.
Northeast and Southeast gas burn for power · LNG feedgas volumes on Transco · Announced data-center interconnect queues
relevance 72 · confidence 86
Solution Persistence will they still solve it this way? 87
Pipelines remain the only economic way to deliver the volumes involved.
No AI-enabled alternative substitutes for large-diameter transport; the only substitution risk is fuel-level (nuclear, storage) rather than method-level.
Onsite nuclear or SMR contract awards · Storage cost curve versus gas peakers · Electrification bypass of gas LDCs
relevance 66 · confidence 82
Intelligence Commoditization does cheap AI power them or copy them? 57
Cheap models help operations modestly and cannot copy the asset base.
AI improves compressor efficiency, leak detection, and permitting document work, but these are small line items against a capital-intensive cost structure.
Opex per dekatherm trend · Unplanned outage frequency · Digital and control-room spend disclosure
relevance 26 · confidence 70
Responsibility Transfer are they paid to take the blame? 64
Williams is paid to own reliability, safety, and regulatory liability on interstate systems.
Firm shippers pay for guaranteed deliverability and for someone else to carry PHMSA, FERC, and environmental exposure - a responsibility no customer wants to internalize.
Firm versus interruptible revenue mix · Safety and integrity incident record · FERC rate case outcomes
relevance 38 · confidence 68
Scarcity Migration do their assets get rarer or more common? 87
Permitted corridors and interconnect-adjacent capacity get scarcer exactly as compute siting bottlenecks on power.
AI abundance raises the relative value of things that cannot be permitted or built quickly; Williams' existing footprint into demand centers is precisely that asset.
Expansion project returns on capital · Permitting timelines for new capacity · Premiums paid for existing capacity
relevance 91 · confidence 76
Customer DIY Preference will customers just build it themselves? 79
Hyperscalers and utilities cannot self-build transport, though some may self-generate onsite.
Vertical integration into pipelines is implausible for compute buyers; the partial DIY risk is customers procuring turbines and gas supply directly and squeezing Williams' role toward pure transport tolling.
Hyperscaler direct gas supply deals · Behind-the-meter generation announcements · Utility versus Williams project ownership
relevance 47 · confidence 74
AI Intermediation Position do AI agents go through them or around them? 61
Agentic software is irrelevant here; the intermediation fight is institutional, not digital.
The relevant disintermediation risk is regulated utilities and IPPs capturing the power-supply relationship with compute buyers, leaving Williams the lowest-margin link.
Who signs the compute PPA · Regulator stance on behind-meter deals · Williams share of project economics
relevance 34 · confidence 64
Data Leverage does their data make AI better? 46
Operational telemetry is useful internally but is not a competitive AI asset.
Flow, pressure, and nomination data improve Williams' own dispatch and maintenance decisions; it is not a monetizable data moat and does not deter entrants.
Any data or analytics product launch · Optimization-driven throughput gains · Third-party data partnerships
relevance 18 · confidence 66
AI Margin Conversion do the AI savings become profit? 59
AI savings are real but small next to capex and are partly returned via regulated rates.
On regulated interstate systems, sustained cost reductions can be competed or rate-cased away, so the durable margin lift comes from volume and contract terms rather than automation.
Operating margin above the 35 percent 2025 level · G and A per unit of throughput · Rate case cost-of-service filings
relevance 31 · confidence 66
Revenue Unit Durability does the thing they charge for survive? 85
Reservation charges on firm capacity are among the most AI-proof revenue units in the market.
Customers pay for reserved physical capacity irrespective of usage or of how intelligent their software becomes; degradation only occurs if Williams itself swaps this unit for merchant spreads.
Weighted average contract tenor · Recontracting rates on Transco · Share of revenue that is fee-based
relevance 82 · confidence 80
Entrant Compression how easily can newcomers copy them? 83
Cheap software lowers no barrier that matters to building a competing pipeline.
Entry requires certificates, condemnation authority, decade-long litigation tolerance, and balance sheet - none of which AI compresses; if anything AI-era capital scarcity for permits favors incumbents.
New competing certificate applications · Court rulings on pipeline permits · Capital cost of rival greenfield projects
relevance 71 · confidence 78

AI Lens thesis

AI reaches Williams entirely through the demand curve for electricity and therefore for gas: compute buildout raises baseload requirements in regions where renewables plus storage cannot yet firm supply, and the marginal firming fuel moves through pipes Williams already owns and cannot easily be duplicated. Direct AI substitution risk on the business itself is negligible - the monetized unit is reserved physical capacity, not information processing - and internal AI use (predictive maintenance, compressor and hydraulic optimization, permitting document work) is a modest cost and uptime benefit against a capex-dominated cost base. The real AI question is capital allocation quality: whether Williams contracts the new load on terms that keep the bond-like return profile, or funds speculative capacity and power ventures whose value depends on load forecasts made by customers with no obligation to show up.

Thesis breaker A visible shift where announced AI-driven projects come without long-term firm contracts, or where hyperscalers standardize on nuclear, geothermal, and utility-scale solar plus storage such that gas-fired firming demand in the Northeast and Southeast plateaus rather than grows.
What the market may be underestimating

Upside The genuinely scarce asset is not gas but land plus gas plus permitted interconnection in one place; Williams can rent that adjacency to compute campuses at prices unrelated to gas transport tariffs, turning right-of-way real estate into a second, higher-margin revenue unit.

Downside An AI-demand narrative can pull forward capex into a build cycle whose contracts are shorter than the assets; free cash flow already compressed to about 1.01B in 2025 on 11.95B of revenue, so a stretch of uncontracted spend would attack the very annuity characteristic the equity is valued for.

Outcome range spread 48 · unresolved

41Bear case
72Central case
89Bull case
Three headline numbers, deliberately never blended: Position (which way), Exposure (how much it matters at all), Confidence (how sure). The fingerprint asks every stock the same 11 questions so companies a sector label would lump together get told apart. Not an input to GEM/Coal or the Q/V/S lenses.
Claude Reading
Independent analyst synthesis · claude-opus-4-7 · generated 2026-08-11 00:46:11
Verdict Modestly overvalued, not egregiously so — fair value $62-68 vs $71.85; synthesis's $48 anchor ignores the visible 2026 earnings inflection to ~$3.1B TTM. Hold, add below $62.

Looking at the raw quarterlies first: revenue went $2.65B → $3.05B → $2.78B → $3.05B → $2.92B → $3.20B → $3.03B → $3.05B across the last eight quarters. That's not decelerating — it's seasonal with a clear step-up in 2025-2026. NI has actually inflected hard: $486M in Q4'24 to $827M in Q2'26, a 70% jump. TTM net income is roughly $3.07B versus the reported 2025 annual of $2.62B, so the "$87.88B market cap / 33.6x P/E" math looks stale — on TTM earnings this is closer to 28-29x. Still not cheap, but the synthesis DCF anchor at $48 is doing violence to a business whose earnings are accelerating, not decaying. The "earnings CAGR -9.3%" figure is contaminated by the 2023 $3.18B print (which included one-time items); the trajectory from 2024 forward is clearly up.

The synthesis verdict of "overvalued by 33%" and the market-forces "consuming cash at an alarming rate" claim both deserve pushback. Yes, 2025 FCF was $1.01B against $4.89B capex — but that's the whole midstream playbook: you spend capex now on Transco expansions, Northeast G&P, and LNG-adjacent projects that come online with 15-20 year take-or-pay contracts. ROIC of 21.5% and ROE of 17.5% are strong for an infrastructure asset, and operating margin at 35% is expanding, not compressing. The "margins compressing" claim contradicts the tape: net margin went from 17.7% (Q4'24) to 27-28% in the last two quarters. The pre-flight and narrative layers get it more right — this is a dividend-income compounder with LNG/AI optionality, and the anchored moderate-intensity read is fair.

The contrarian case, though, is real and I won't wave it away. At 7.4x EV/revenue and 13.4x EV/EBITDA, WMB trades at a genuine premium to ENB, KMI, and OKE. The 93% payout ratio leaves zero cushion — a single project delay or rate case setback forces either a dividend freeze or more debt (and debt_to_equity of "0" is obviously a data error; Williams carries ~$27B of long-term debt, which the file is missing entirely, and this is a material omission for a levered midstream name). Current ratio of 0.53 confirms the balance sheet is working capital-tight. If 10-year yields back up to 5%+, a 2.85% yielding bond-proxy with 5% revenue CAGR gets repriced fast — the KMI 2015 dividend cut is the reference trauma. And the insider file showing one 2,000-share sale is uselessly thin; I'd want to see the full Form 4 history before calling insider activity "neutral."

Net: I partially dissent from the synthesis. The $48 fair value is too punitive because it appears to trust a broken earnings CAGR and ignores the Q1-Q2 2026 inflection; my own back-of-envelope on TTM earnings of ~$3.1B growing 8-10% with a 22-24x multiple (justified for tier-1 midstream with LNG tailwinds) lands at $62-68, not $48 and not $72. So the stock is modestly overvalued — maybe 8-15% — not 33% overvalued. The market-forces "high-risk uncertain-return" framing overstates the risk for a fee-based business with contracted cash flows; the real risk is duration/rate risk on a bond-proxy, not operational. I'd be a buyer under $62, a holder in the $62-70 zone, and a trimmer above $75. The synthesis is directionally right (not cheap) but the magnitude is wrong, and it's ignoring the earnings acceleration that's visible in the last three prints. Also flag: the missing total debt figure is the single most important gap in this file and no verdict should be issued without it — a real analyst pulls the 10-Q before committing capital here.

GPT Reading
Independent reading · gpt-5.4 · generated 2026-08-11 00:46:26
Verdict Overvalued at $71.85 — excellent midstream assets and improving 2026 earnings do not justify paying a growth-scarcity multiple on a ~1% free-cash-flow yield; fair value is closer to $55-$60.

At $71.85, WMB is being valued less like a plain-vanilla midstream utility and more like a scarcity asset with visible growth. The operating performance is good enough to justify a premium, but not this much premium. The raw numbers show a business that has clearly improved since 2024: annual revenue rose from $10.50B in 2024 to $11.95B in 2025, operating income from $3.34B to $4.20B, and net income from $2.23B to $2.62B. The last four quarters are stronger still: trailing revenue is about $12.2B and trailing net income about $3.07B, with quarterly net margins stepping up from 19.6%-23.0% in mid/late 2025 to 27.1%-28.5% in the first half of 2026. That is real improvement, not just narrative. But the market cap is $87.9B, implying roughly 28-29x trailing earnings, 7.2x trailing sales, and a rich midstream-style multiple against EBITDA as well. For a company whose multi-year revenue CAGR is only 4.7% and whose earnings CAGR over the stated period is negative, that valuation already assumes today’s margin expansion is durable and that growth projects will land cleanly.

What stands out most to me is the disconnect between accounting earnings strength and actual residual cash generation. 2025 operating cash flow was $5.90B, which is solid, but capex consumed $4.89B, leaving just $1.01B of free cash flow. On an $87.9B equity value, that is barely above a 1% FCF yield. This matters because the stock is also marketed as an income vehicle, yet the dividend yield is only 2.85% and the payout ratio is 93.3%. In other words, investors are not being paid like owners of a slow-growing cash machine; they are paying up for anticipated future cash flow that is not yet evident in reported free cash flow. The balance sheet snapshot does not help the case much either: just $63M of cash, a current ratio of 0.53, and a debt-to-equity figure that is clearly unusable as reported, which means I have to lean even harder on what is observable—thin post-capex cash generation and an expensive equity multiple.

The optimistic reading is that 2026 is showing the inflection the market has been waiting for. First-half 2026 revenue of $6.08B is up versus $5.83B in first-half 2025, and first-half net income of $1.69B is up sharply from $1.24B. If those margins are sustainable, then trailing earnings may still understate normalized earnings power. But even giving credit for that, I have trouble getting comfortable with a company priced at nearly 6x book and over 13x EV/EBITDA when its value proposition is supposed to be durable, contracted, infrastructure-like cash flow. Those are excellent assets, but excellent assets can still be overowned and overpriced. My read is that the market has capitalized the LNG/data-center/natural-gas demand story ahead of the cash receipts.

The best counterargument is strong. A bull would say WMB should not be screened on current FCF because this is a build cycle: the $4.89B capex number depresses free cash flow today but should create years of tariff-backed, fee-based earnings tomorrow. They would also point to ROIC of 21.5%, ROE of 17.5%, operating margin of 35.1%, and the sharp earnings improvement in the last three quarters as evidence that these are not speculative projects attached to a weak base business. On that view, a high P/E is the wrong metric because depreciation and timing effects distort economic earnings, while the strategic value of irreplaceable gas infrastructure in a tightening power and LNG market deserves a scarcity premium. I respect that case, and it is why I am not aggressively bearish here. But I still weigh it differently because the premium is already very large relative to what has actually shown up in owner cash flow, and because “bond-like annuity with growth” stocks tend to de-rate quickly when growth proves merely good rather than exceptional.

What would change my mind is straightforward: if the next few quarters confirm that 2026’s first-half margin jump is not a temporary spike and the company can convert that into materially better free cash flow after capex, then the current price becomes easier to defend. Specifically, I would want to see annualized net income sustain above $3.2B, operating cash flow move clearly above $6.5B, and capex moderate enough to lift free cash flow toward at least $2.0B-$2.5B without sacrificing growth. That would still not make the stock cheap, but it would make the premium more rational. Conversely, if revenue keeps growing in the low-teens while margins slip back toward the low-20s and FCF remains around $1B, the stock is vulnerable to a meaningful multiple reset.

Grok Reading
Independent reading · grok-4.5 · generated 2026-08-11 00:46:56
Verdict Overvalued at $71.85 — rich 33.6x P/E and ~1% FCF yield on a 5% grower; fair value nearer $48–55 until capex converts

The numbers describe a midstream operator that is executing operationally while the equity is priced as if the growth story is already contracted. Annual revenue climbed to $11.95B in 2025 from $10.50B the prior year, and the last four reported quarters have held a tight $2.92–$3.20B band with net margins expanding sharply—from 19.6% in mid-2025 to 27–28.5% in the first half of 2026, delivering $827M and $865M of net income in the two most recent quarters. Operating margin of 35% and ROIC of 21.5% confirm this is a high-quality fee-based franchise, not a commodity trader. That quality, however, is already fully reflected and then some: a 33.6x P/E, 7.4x sales, and 13.4x EV/EBITDA on a business whose revenue CAGR is 4.7% and whose longer-term earnings CAGR is still negative at –9.3%. The valuation synthesis fair value near $48 is directionally right; at $71.85 the stock embeds roughly a 50% premium to the cash-flow baseline for volume upside that has not yet shown up in contracted utilization.

The cash-flow statement is the clearest contradiction to the bull case. Operating cash flow of $5.90B looks robust until capex of $4.89B collapses free cash flow to $1.01B—an FCF yield under 1.2% on an $88B equity value, with FCF CAGR running at –45.8%. A 93% earnings payout ratio funding a 2.85% dividend leaves almost no retained cash after the growth spend, and the balance sheet shows only $63M of cash against a sub-1.0 current ratio. Debt figures are incomplete in the feed, but midstream economics and the cash burn imply leverage is doing real work. Recent revenue confidence is flagged as low and decelerating at the quarterly level; the market is therefore paying a scarcity multiple for LNG-export and AI-power optionality while the company is still in the heavy-build phase that has not yet converted into durable FCF expansion.

The strongest case against an overvalued read is the recent earnings inflection and the strategic positioning. Net income has stepped up meaningfully—$2.62B in 2025 versus $2.23B in 2024, with trailing-quarter margins at cycle highs—and recent earnings YoY of +17.7% plus revenue YoY of +13.8% argue the trough is behind. ROIC above 21% and sector-leader status mean incremental growth projects can earn attractive returns if LNG trains and data-center gas demand materialize on schedule. A smart opponent would also note that fee-based midstream with long-term contracts deserves a premium to commodity E&P, that EV/EBITDA of 13.4x is less extreme than the P/E once growth capex rolls off, and that the narrative (natural gas as bridge fuel, FERC-advantaged pipes) has multi-year durability rather than meme fragility. Those points justify a higher multiple than a no-growth utility—but not 34x earnings and a near-zero FCF yield while payout sits at 93%.

I would flip toward neutral or constructive if free cash flow recovers above roughly $3B annually as the current capex wave converts to cash (i.e., FCF margin sustaining in the mid-20s rather than high single digits), if forward contracted volume disclosures show LNG and power-demand takeaway filling incremental capacity by 2027 without further outsized spend, or if the stock retraced into the low-to-mid $50s where the dividend and contracted cash flows would clear a reasonable cost of capital. Until one of those arrives, the premium is a narrative call the fundamentals have not earned.

Big-3 Panel — where each AI stands
Each AI above independently stated a direction (undervalued, fairly valued, or overvalued) and how strongly it believes it (conviction, 0–5). We combine those into a Bull-Bear Index on a 0–10 scale: 5 is neutral, 10 is maximum bullish (undervalued at full conviction), 0 is maximum bearish. We compute the score ourselves with the same arithmetic for every seat — the models never grade their own bullishness — so the three are directly comparable. Δ shows how far each seat sits from the panel average of 1.3; a large Δ marks the dissenting voice, usually the one worth reading.
Claude claude-opus-4-7 2.0
overvalued · conviction 3/5 · Δ +0.7 vs panel · self: 4.0
GPT gpt-5.4 1.0
overvalued · conviction 4/5 · Δ -0.3 vs panel · self: 3.0
Grok grok-4.5 1.0
overvalued · conviction 4/5 · Δ -0.3 vs panel · self: 3.0
Advanced Analysis Forensic deep-dive · separate lenses
Separate reads — Company Quality (is it a great business?), Valuation (is it mispriced?), and General Sentiment (how macro + narrative are pushing it), plus AI Impact (how the AI wave reshapes it), kept deliberately apart · 2026-08-11 01:17:29
Delvantic - Cairn AI
Quality - wait for a dip 7/10
Great toll-road franchise levered to LNG and AI-power demand, but the tape is paying ~33% over triangulated fair value — wait for the pullback.
The cruxWhether the LNG/AI-gas demand ramp shows up in cash flows fast enough to validate today's ~1% FCF yield before the narrative premium compresses.
Forensic checks Derived mechanically from WMB's filed financials — not from the AI lenses
Liquidity & RunwaySelf-Funding
DilutionStable Share Count
Earnings QualityGood Earnings Quality
The four lensesswitch a tab for its full read — score + evidence
Company Quality
-3
Solid
edge √Σ 107 · risk √Σ 110 · conf 7/10

Williams runs a mature interstate gas pipeline and gathering business with remarkably steady economics: revenue in a $10.5B-$12.0B band across five years, operating margin expanding from 24.8% in 2021 to 35.1% in 2025, and net income roughly $2.2B-$3.2B. OCF/NI of 2.27x and accruals of -5.4% of assets indicate earnings are backed by cash, consistent with a depreciation-heavy pipeline model. Share count is essentially flat (diluted CAGR 0.1%, 1.22B to 1.23B) and SBC is trivial at 0.8% of revenue, so per-share value is not being eroded by issuance.

Strengths 3
m70
Durable operating margin expansion
Operating margin climbed from 24.8% (2021) to 35.1% (2025) on flat-to-modestly-growing revenue, reflecting pricing power and operating leverage in regulated/contracted pipeline assets.
m60
Clean earnings quality
OCF/NI 2.27x and accruals -5.4% of assets show reported earnings are more than backed by cash - typical of a real asset-heavy business, not accounting inflation.
m55
Disciplined share count
Diluted shares essentially unchanged over five years (1.22B to 1.23B); SBC only 0.8% of revenue. Per-share value is protected even if buyback/SBC ratio is only 32.9%.
Concerns 4
m70
Altman Z of 1.3 in distress zone
Signals a highly levered balance sheet - normal for midstream but still a genuine capital-structure vulnerability if rates or credit conditions tighten.
m55
Thin liquid cash cushion
Only $63M cash against an $88B market cap and heavy debt load; the business is entirely dependent on continued OCF and rolling debt markets to fund capex and dividends.
m55
FCF volatility and 2025 drop
FCF fell from $3.42B (2023) to $2.40B (2024) to $1.01B (2025) - a two-thirds decline in two years, likely capex-driven but it tightens dividend coverage and the self-funding claim.
m35
No organic top-line growth
Revenue $10.63B (2021) to $11.95B (2025) is roughly 3% CAGR; this is a toll-road, not a compounder - quality caps here.
This is a textbook mature midstream franchise: real cash earnings, expanding margins, flat share count, and predictable throughput economics. The quality is genuine but bounded - Altman Z of 1.3 and $63M of cash on an $88B enterprise tell you the business runs hot on leverage by design, and the 2025 FCF collapse to $1B (from $3.4B in 2023) deserves scrutiny before calling the balance sheet healthy. I read it as a Solid, well-run toll-road operator - not a fortress, not a compounder, but a credible mid-60s quality business whose ceiling is capped by structural leverage and lack of organic growth.
Verify before trusting this (5)
  • Debt maturity schedule and weighted average cost of debt - how exposed is the capital structure to refinancing risk?
  • 2025 capex composition - is the FCF drop from growth projects (Transco expansions, LNG-linked) or maintenance creep?
  • Distribution coverage ratio and payout policy given FCF fell to $1.01B
  • Customer/counterparty concentration on major pipelines (Transco, Northwest)
  • Any off-balance-sheet JV debt or preferred equity that Altman Z may understate
Valuation / Mispricing
-71
Rich
edge √Σ 20 · risk √Σ 110 · conf 7/10
Price $71.85 vs deserved ~$48, a ~33% premium - priced for perfection, not a margin of safety. attractive below $52.00

The composite fair value of $44.41 and signal-adjusted $48.12 both sit roughly 33% below the $71.85 price, and the three methods triangulate tightly: DCF $47.44, anchored PE $51.41, EPV floor $31.33. Even the most generous method (anchored PE) implies ~28% downside. Earnings quality is clean, so no haircut is warranted, but nothing in the quality lens argues the deserved value should jump 50% to meet the tape. Quality grade of Solid raises deserved value modestly, not to $72.

Cheap signals 1
m20
Clean earnings quality
Earnings-quality signal is good (score 1), so no accounting haircut on deserved value - the gap is a pure price problem, not a quality problem.
Rich / priced-in 4
m72
All three methods below price
DCF $47.44, anchored PE $51.41, EPV $31.33 - even the friendliest method implies ~28% downside from $71.85. Triangulation is tight, so this is not a single runaway model.
m60
Priced for LNG/AI demand supercycle
The 33% premium to signal-adjusted FV of $48.12 only pencils if LNG export growth and data-center gas load ramp materially above base-case contracted volumes - heroic, not conservative.
m45
2025 FCF collapse under-appreciated
FCF fell to $1B in 2025 from $3.4B in 2023 on an $88B market cap - under 1.2% FCF yield on recent numbers, which does not support a bond-proxy premium multiple.
m35
Leverage limits deserved multiple
Altman Z of 1.3 and $63M cash on $88B EV mean the balance sheet runs hot by design; it caps how far you can stretch the deserved multiple even for a quality franchise.
I like the franchise, I do not like the price. At $71.85 versus a triangulated fair value in the high-$40s, I am being asked to underwrite an LNG and AI-gas thesis that is not yet in the cash flows, and 2025 FCF just halved. This is a Rich, not a scandal - the business is fine, the tape is ahead of it. I would want it in the low-$50s before it is interesting, and the mid-$40s to genuinely lean in.
Verify before trusting this (4)
  • Contracted vs uncontracted share of forward LNG/data-center volume growth in guidance
  • Cause of 2025 FCF drop - one-time capex cycle or structural
  • Rate-case outcomes on Transco and other regulated segments
  • Distribution coverage and leverage covenants under current capex plan
General Sentiment
+32
Tailwind
tail √Σ 85 · head √Σ 51 · conf 6/10

The macro tape is mildly risk-on with a subdued VIX at 15.5, and while 4.65% 10y yields are a headwind for rate-sensitive names, WMB's low 0.62 beta blunts most of that market-level pressure. What actually moves this stock is its narrative: an indispensable-gas-pipeline compounder levered to two of the market's favorite themes right now (LNG export supercycle and AI data-center power demand). That story is currently in favor, even if intensity is only moderate and cult factor is low, and the fresh Q2 print with the Momentum acquisition and Blackstone partnership feeds directly into it. Recent 13.8% momentum vs 4.7% long-term confirms the tape is rewarding the name. The counterweight is that the narrative already carries a large premium to DCF, so incremental positive news is priced in and any crack in the LNG/AI-power storyline would sting. Analyst tone around midstream is constructive but not euphoric. Net: a real but measured tailwind - not a mania, more a bond-proxy-with-a-growth-story bid.

Tailwinds 4
m55
LNG + AI-power narrative in vogue
WMB is a direct beneficiary of two dominant market storylines (LNG exports, data-center gas demand). Durability is moderate and the story is already partly priced, but it is currently supportive not fading.
m45
Fresh Q2 print reinforces the story
Q2 EBITDA growth across transmission, Gulf Coast, and Haynesville plus the Momentum acquisition and Blackstone partnership give the narrative concrete data points, keeping analyst tone constructive.
m35
Low-beta defensive on a calm tape
With beta 0.62 and a bond-like cash-flow profile, WMB screens as a defensive compounder that funds gravitate to in a risk-on-but-not-euphoric regime like this one.
m30
Positive recent momentum
13.8% recent CAGR running well ahead of its 4.7% long-term trend signals the tape is already bidding the name, and momentum tends to be self-reinforcing near-term.
Headwinds 3
m40
Narrative already carries a rich premium
The story is well-known and priced with a large premium to DCF. That caps the upside from the same news flow and raises the pain if the LNG/AI-power thesis gets questioned.
m25
Higher-for-longer rates pressure yield proxies
10y at 4.65% is a persistent crosswind for bond-like midstream names, though WMB's growth optionality and low beta limit the damage.
m20
3-year momentum decay
A -7.2pp deceleration over 3 years hints the euphoric phase of the trade may already be behind it; the easy sentiment lift has been captured.
Net tailwind, but a measured one. WMB is riding two beloved narratives (LNG, AI-power gas demand) on a calm risk-on tape with a low-beta defensive profile - that combination is a real, persistent bid. The catch is that the story is well-understood and richly priced, so the sentiment force here is more 'quiet accumulation' than 'chase.' I lean tailwind with medium conviction; the risk is not a sudden reversal but that the narrative simply loses fresh oxygen and the premium slowly compresses.
Verify before trusting this (5)
  • Any slippage in LNG export project timelines or FIDs that would crack the supercycle narrative
  • Data-center power-demand estimates being revised lower or shifting toward nuclear/renewables
  • Sector rotation out of midstream into higher-beta energy or growth
  • Rate-cut path - a decisive move lower in the 10y would strengthen the bond-proxy bid
  • Analyst target revisions post-Q2 and any downgrades on valuation
The market-wide tape + this name's exposure to it (beta / sector / narrative durability). Context on the non-fundamental pressure — not a call on the business or the price. processId: detail-general-sentiment
AI Impact
+58
Favorable - AI arrives as demand, not as substitution
opp √Σ 129 · thr √Σ 0 · conf 7/10

AI reaches Williams entirely through the demand curve for electricity and therefore for gas: compute buildout raises baseload requirements in regions where renewables plus storage cannot yet firm supply, and the marginal firming fuel moves through pipes Williams already owns and cannot easily be duplicated. Direct AI substitution risk on the business itself is negligible - the monetized unit is reserved physical capacity, not information processing - and internal AI use (predictive maintenance, compressor and hydraulic optimization, permitting document work) is a modest cost and uptime benefit against a capex-dominated cost base. The real AI question is capital allocation quality: whether Williams contracts the new load on terms that keep the bond-like return profile, or funds speculative capacity and power ventures whose value depends on load forecasts made by customers with no obligation to show up.

AI opportunities 8
m59
Underlying Need Persistence
The need to move gas from basin to burner tip is unaffected by intelligence cost and is amplified by compute load.
m49
Solution Persistence
Pipelines remain the only economic way to deliver the volumes involved.
m11
Responsibility Transfer
Williams is paid to own reliability, safety, and regulatory liability on interstate systems.
m67
Scarcity Migration
Permitted corridors and interconnect-adjacent capacity get scarcer exactly as compute siting bottlenecks on power.
m27
Customer DIY Preference
Hyperscalers and utilities cannot self-build transport, though some may self-generate onsite.
m7
AI Intermediation Position
Agentic software is irrelevant here; the intermediation fight is institutional, not digital.
m57
Revenue Unit Durability
Reservation charges on firm capacity are among the most AI-proof revenue units in the market.
m47
Entrant Compression
Cheap software lowers no barrier that matters to building a competing pipeline.
AI threats 0

None surfaced.

Williams is one of the few names where AI is pure demand and near-zero substitution - the pipe cannot be automated away, but the load it serves is being rewritten upward. Position 73 with exposure 61 reflects a business whose monetized unit (firm reservation charges, revenue_unit_durability 85) is structurally immune to cheap intelligence while its scarce asset (scarcity_migration 91 relevance) gets rarer as compute siting collides with permitting reality. What kills the trade is not AI - it is capital discipline: FCF already fell to about 1.01B in 2025 on rising capex, so watch the contract disclosure on every AI-linked expansion and power project for term, counterparty credit, and fee-based versus spread-based return. Firm long-dated contracts push this toward the 89 bull; uncontracted merchant power exposure is the path to the 41 bear.
Verify before trusting this (8)
  • Expansion project returns on capital
  • Permitting timelines for new capacity
  • Premiums paid for existing capacity
  • Weighted average contract tenor
  • Recontracting rates on Transco
  • Share of revenue that is fee-based
  • Northeast and Southeast gas burn for power
  • LNG feedgas volumes on Transco
The structural effect of the AI wave on this specific business over the next ~5 years — demand, cost leverage, moat, barriers to entry, position in the AI stack. The reality beneath the AI story, not the story's market pressure (General Sentiment owns that) — and not a call on the business today or the price.
Growth Outlook
not run

This lens hasn't been run for this ticker yet.

The forward growth verdict — is the business itself likely to grow (next 2 quarters / year 1 / years 2–3), judged against its category and against printed expectations. The full horizon ladder + creme renders on the Growth Outlook card above. Not a call on the price (Valuation owns that) or the tape (Sentiment owns that).
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Lenses kept deliberately separate — Company Quality (price-agnostic), Valuation (price-conditional), General Sentiment (non-fundamental macro/narrative pressure), AI Impact (structural ~5yr AI exposure), and Growth Outlook (the forward growth verdict). The scores are not blended. Filing-level items (convertibles, lock-ups, customer concentration) are v2 — see each lens's "verify."
Price Prediction
Lower -10.9% v0.6.0 View full prediction →

When we made this prediction on Aug 11, 2026, WMB was $71.85. We expect it to be $64.00 by Feb 2027, and we consider it great value under $52.00. This is an early model (v0.6.0) — the direction is more reliable than the exact price. Made Aug 11, 2026.

Price when predicted$71.85
Our estimate for Feb 2027$64.00-10.9%
Great value below$52.00
Price history shown (6 Months)

Blue is our prediction, starting the day we made it. Grey is a slower route to the same place — the same destination, taking longer. Black is the actual price, so you can see how we are doing.

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My Notes personal — only you see this
v1.1.562 · 9b2927c4 · 2026-08-22 16:52:06