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C3.ai earnings quality score

How much of the reported profit is backed by cash, and how many markers of managed earnings the filings show

Score69 / 100 · grade B · rank 391 of 1027

C3.ai (AI) scores 69 of 100 for earnings quality, grade B: rank 391 of 1027 companies and 86 of 203 in technology. It loses the most points on adjusted earnings 169% below GAAP, Piotroski F-score 2 of 9, Montier C-score 2 of 5 checks failed. It earns full or near-full marks for discretionary accruals of -1.0% of assets (modified Jones), smaller than most, accruals of -30.4% of assets, lower than 99% of companies (profit backed by cash), Beneish M-score -3.70: clean (below −2.22).

What earned and lost points

ComponentWhat the filings showPointsOf
Accrualsaccruals of -30.4% of assets, lower than 99% of companies (profit backed by cash)2020
Beneish M-scoreBeneish M-score -3.70: clean (below −2.22)1515
Dechow F-scoreDechow F-score 1.47 (above normal)1015
Montier C-scoreMontier C-score 2 of 5 checks failed915
Discretionary accrualsdiscretionary accruals of -1.0% of assets (modified Jones), smaller than most810
Piotroski F-scorePiotroski F-score 2 of 9210
Non-GAAP gapadjusted earnings 169% below GAAP010
Earnings smoothnessprofit about as variable as cash flow (smoothness 2.11)55
AI: share of the available points, by componentAI: share of the available points, by componentAccruals99%Discretionary accruals82%Beneish M-score100%Dechow F-score67%Montier C-score60%Piotroski F-score22%Earnings smoothness100%

How the score is built

Eight published measures, each scored against the whole universe or on its own scale and weighted: accruals 20, discretionary accruals 10, Beneish M 15, Dechow F 15, Montier C 15, Piotroski F 10, the non-GAAP gap 10, smoothness 5. A measure that cannot be computed (Beneish for a bank, say) drops out and the rest is rescaled, so every company is scored on what applies to it.

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Computed from the companies’ own XBRL filings (latest fiscal year) by published formulas; a statistical screen, not an audit or an accusation. A low score means the reported profit shows more of the markers of managed or low-quality earnings than its peers. Not investment advice.