Statistics · November 2026

What the figures of 589 large listed companies show

The universe InvestIQ analyses continuously — 589 large companies from the S&P 500, the CAC 40, the Nasdaq-100 and a thematic selection — summed up in medians and shares, sector by sector. Facts only, no stock named. Data from scores computed between 31 October 2026 and 3 November 2026.

Key figures

  • 589 companies: 515 from the S&P 500, 29 from the CAC 40, 18 Nasdaq-100 companies outside the S&P 500 and 27 from a thematic selection.
  • Median P/E: 23.6, among profitable companies; 9% had no positive P/E.
  • Median free cash flow yield: 4.1%.
  • 77% pay a dividend.
  • Outside banks, insurers and REITs (481 companies): median ROIC 9.4%; 46% earn more than 10% on invested capital, 9% lose money on it.
  • 52% have a Piotroski F-Score of 7 or more (strong financial health), 4% of 3 or less.
  • 21% are in Altman’s distress zone (Z below 1.81), 60% in the safe zone (above 2.99).

Sector by sector

SectorCompaniesMedian P/EMedian FCF yieldMedian dividend yieldMedian ROICPiotroski ≥ 7
Technology11131.33.3%0.0%11.4%50%
Industrials9226.14.0%1.2%10.4%60%
Financial Services7613.6—1.9%——
Healthcare6529.14.4%0.4%8.7%65%
Consumer Cyclical5919.74.5%1.2%14.5%53%
Consumer Defensive3921.95.8%3.0%10.5%51%
Utilities3320.9−5.4%3.0%4.1%12%
Real Estate3231.7—4.1%——
Energy2815.25.5%1.9%9.2%54%
Communication Services2715.15.8%0.6%6.7%33%
Basic Materials2731.04.0%1.7%7.8%59%

—: not meaningful for the sector (banks, insurers, REITs) or not available. Outside REITs, the highest median P/E is in Technology (31.3), the lowest in Financial Services (13.6). Median ROIC ranges from 4.1% (Utilities) to 14.5% (Consumer Cyclical). For REITs, P/E is a poor guide: depreciation of buildings weighs on earnings; they are usually judged on funds from operations (FFO).

Utilities: a negative median free cash flow yield (−5.4%). Heavy investment programmes — networks, infrastructure — can exceed the cash operations generate and are funded with debt; free cash flow then turns negative without the company being in trouble.

Financial health in detail

How the 481 companies (outside banks, insurers and REITs) spread across the Piotroski F-Score — nine tests of profitability, balance-sheet strength and efficiency:

Piotroski F-ScoreCompaniesShare
131%
282%
3102%
4286%
57916%
610522%
712827%
89820%
9225%

Altman’s Z-Score was designed for manufacturers: for large companies that buy back shares or run with little equity, a low score does not mean bankruptcy is near. 21% in the distress zone reads as “worth a closer look”, not as a verdict.

How to read these figures

  • The P/E says how many years of current earnings the price represents; it compares within a sector and over time.
  • The free cash flow yield relates the cash really available to the market value.
  • ROIC measures what the business earns on the capital it employs.
  • The Piotroski F-Score and Altman Z-Score sum up financial health in one number — useful to sort, not enough to judge.
  • A median splits the group in two: half the companies are above it, half below.

Method and limits

Figures computed by InvestIQ’s engine from Financial Modeling Prep data, for every company in the universe, rescored in rotation (no score is more than seven days old); scores computed between 31 October 2026 and 3 November 2026. Cash flows over the trailing twelve months. Companies whose computation failed are left out. Banks, insurers and REITs are left out of ROIC, the Piotroski F-Score and the Altman Z-Score, which do not describe them. See the methodology.

These statistics describe a group, not a company, and recommend no sector. They are updated every month.

Questions

What is a good P/E ratio?

There is none in the absolute: the universe’s median P/E is 23.6, but it ranges from 13.6 to 31.3 across sectors. A P/E compares with competitors’ and with its own history, and reads together with expected growth — see the P/E explained.

Why do some sectors have negative free cash flow?

Because they invest heavily: power grids, infrastructure. The cash their operations generate does not cover that investment, which is funded with debt; free cash flow turns negative without the company being in trouble.

Why leave banks out of ROIC and the Piotroski F-Score?

Their balance sheet is made of debt — it is their raw material — which distorts ROIC, the Piotroski F-Score and the Altman Z-Score. InvestIQ neutralises those two scores for banks, insurers and REITs.

How often are these figures updated?

Every month, from the universe’s scores, which are recomputed in rotation so that none is more than seven days old.

See where a company stands.

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Educational guidance only · Not investment advice.