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Sunrun earnings quality score

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

Score25 / 100 · grade E · rank 1019 of 1027

Sunrun (RUN) scores 25 of 100 for earnings quality, grade E: rank 1019 of 1027 companies and 285 of 287 in industrials. It loses the most points on accruals of +2.0% of assets, higher than 92% of companies, Dechow F-score 1.98 (substantial), adjusted earnings 83% below GAAP. It earns full or near-full marks for profit about as variable as cash flow (smoothness 5.31). Revenue grew 66% in the year: fast growth raises accruals, the Beneish and Dechow scores and the C-score by construction, so a growing company scores lower than a steady one with the same accounting.

What earned and lost points

ComponentWhat the filings showPointsOf
Accrualsaccruals of +2.0% of assets, higher than 92% of companies227
Dechow F-scoreDechow F-score 1.98 (substantial)620
Montier C-scoreMontier C-score 3 of 5 checks failed820
Discretionary accrualsdiscretionary accruals of +8.4% of assets (modified Jones), larger than most213
Non-GAAP gapadjusted earnings 83% below GAAP013
Earnings smoothnessprofit about as variable as cash flow (smoothness 5.31)77
RUN: share of the available points, by componentRUN: share of the available points, by componentAccruals8%Discretionary accruals16%Dechow F-score32%Montier C-score40%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.

Every company ranked → The full quality workbench, live → Sunrun: cash flow →

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.