The Williams Companies, Inc. (WMB) scored on five pillars from its reported financial statements, and ranked against 87 Energy companies.
The Williams Companies, Inc. (WMB) scores 5.7 out of 10 as of , computed from its reported financial statements. That reads as solid quality. The reading rests on profitability, and efficiency is what holds it back.
Data provided by Twelve Data. Scores are computed by Lemma Analysis from reported financials.
We cannot judge The Williams Companies, Inc. yet, because fewer than five years had both a return on capital and a cost of capital we could measure. This is not a “no”.
Quantitative signs of a moat, read from the filed statements. This is not a judgement of where it comes from (brand, network effects, switching costs). How Lemma measures a moat →
On the filings behind it, The Williams Companies, Inc. earns 5.7 out of 10 for business quality as of October 19, 2026. That is solid quality on our scale. A solid reading is a respectable business with clear strengths and at least one area that falls short of the best in its field. The figure is a weighted average of five pillars, each scored from 0 to 10 against sector-aware benchmarks from reported statements.
Among the 87 Energy companies with a published score, that ranks at the 67th percentile, in the upper half of the group, short of the top quarter. A typical company in the group scores 5.0, and the best quarter starts from 5.9. The Williams Companies, Inc. is above that typical reading.
Profitability scores 7.5 out of 10, which reads as strong. The median across 84 Energy companies is 5.5, so The Williams Companies, Inc. is well above its peers on this pillar and ranks at the 76th percentile. Returns and margins at this level leave room to reinvest, absorb a bad year or return cash to shareholders without straining the business.
The Williams Companies, Inc.’s solvency score is 6.0 out of 10 (average). Against a median of 6.5 among 79 Energy companies, that is below the group and the 40th percentile. Middling solvency says the balance sheet is neither a strength nor a constraint today.
The Williams Companies, Inc.’s growth score is 4.6 out of 10 (average). Against a median of 5.2 among 66 Energy companies, that is below the group and the 40th percentile. A middling growth reading is typical of a mature company whose next step depends on reinvestment rather than on its market growing for it.
The Williams Companies, Inc.’s efficiency score is 3.8 out of 10 (weak). Against a median of 5.5 among 81 Energy companies, that is well below the group and the 27th percentile. Poor conversion of assets and earnings into cash can come from heavy investment phases, and it matters whether that investment is paying off.
On predictability, The Williams Companies, Inc. scores 5.8, an average reading. Its peers have a median of 3.1 across 86 Energy companies, which places it well above them, at the 94th percentile. Middling predictability suggests some volatility in the record, enough to read the other pillars with a little caution.
This is a lopsided profile. Profitability scores 7.5 but efficiency only 3.8, a gap of 3.7 points, so the overall hides a business that is excellent in one respect and weak in another. Leading with profitability is the most valuable kind of strength, because margins and returns are what the other pillars ultimately feed. An efficiency shortfall means profit is not turning into cash as readily as it could.
Of everything that could lift The Williams Companies, Inc.’s score, efficiency matters most. Bringing it up to the 5.5 median of Energy companies would take the overall from 5.7 to roughly 6.0. All five pillars could be scored, so the overall uses the full set of weights out of 100: profitability 25, solvency 20, growth 20, efficiency 15, predictability 20.
These are the Energy companies closest to The Williams Companies, Inc. in market value. Each has its own page scored on the same five pillars, so the comparison is like for like.
How much profit the company generates from its capital and sales.
The company’s ability to service debt and meet its obligations.
How fast revenue, earnings and cash flow are compounding.
How well assets and earnings convert into cash and output.
How stable and consistent results have been over time.
Each metric is scored from 0 to 10 against sector-aware benchmarks, where higher is better. Metrics roll up into five pillars, and the pillars combine into the overall score using the weights shown. Sector-sensitive metrics are judged relative to peers in the same sector.
This score is a systematic, backward-looking read of reported fundamentals. It does not judge valuation, management quality, competitive moat, or future prospects, and can be distorted by one-off items or unusual accounting. Treat it as a starting point, not a recommendation.
Educational only. Not investment advice.
On this reading The Williams Companies, Inc. scores 5.7 out of 10, which reads as solid quality. Its strongest pillar is profitability, its weakest is efficiency. Quality is not the same as a good investment: the score says nothing about the price you would pay.
The Williams Companies, Inc. ranks at the 67th percentile of the 87 Energy companies Lemma publishes a score for. The median there is 5.0 and the top quarter starts at 5.9, against The Williams Companies, Inc.’s 5.7.
Five pillars, each scored from 0 to 10 against sector-aware benchmarks and then weighted into one overall reading: profitability, solvency, growth, efficiency and predictability. Everything comes from reported financials, and nothing comes from price, sentiment or forecasts.
This page last changed on October 19, 2026. The score moves with the financial statements, so the page changes when a new filing moves the reading rather than on a schedule. Live figures for WMB are in the app.
No. Quality and valuation are separate questions, and a good business at the wrong price is still a bad purchase. Score the business here, then price it with a DCF you control.
Inside Lemma Analysis the same five pillars run on every company we cover, with the metrics behind each one, current fundamentals, a DCF you control and a watchlist that tells you when the price catches up.
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