Filing Flows › Disclosures › Analysis traps
Analysis traps: where the figures could mislead you
10 rules on 4,197 companies' filings, each a common misreading of a figure: FCF growth = the business improved (651), stock compensation added back = no economic cost (1139), receivables growing = future cash is certain (231), adjusted profit = economic profit (95), low net debt = no refinancing risk (277), EPS growth = profit growth (8), low P/E at a cyclical peak = undervalued (54), A precise DCF value = the true value (0), A bank's low P/E and high profit = safe (22), A REIT's low net income = the dividend is unsafe (33). A triggered rule is a question to verify, with the normal explanation that would produce the same figures.
A01 · FCF growth = the business improved 651 of 4197
Free cash flow rose, but working capital released cash or capital expenditure fell: the part of the increase that need not repeat next year. Cases: C01, C09, C23 ·Papers: P01, P05, P21
- GOOGL Alphabet medium · Free cash flow rose $502M (+1%), from $72.8B to $73.3B, but working capital released $9.2B more cash than the year before: more than the whole increase came from sources that need not repeat.
- AAPL Apple medium · Free cash flow rose $37.3B (+38%), from $98.8B to $136.1B, but working capital released $16.5B more cash than the year before and capital expenditure fell by $3.7B: 54% of the increase came from sources that need not repeat.
- MCK McKesson medium · Free cash flow rose $493M (+9%), from $5.2B to $5.7B, but capital expenditure fell by $423M: 86% of the increase came from sources that need not repeat.
- CVS CVS Health medium · Free cash flow rose $1.5B (+23%), from $6.3B to $7.8B, but working capital released $1.2B more cash than the year before: 78% of the increase came from sources that need not repeat.
- CAH Cardinal Health medium · Free cash flow rose $2.7B (+145%), from $1.9B to $4.5B, but working capital released $2.2B more cash than the year before: 83% of the increase came from sources that need not repeat.
- GM General Motors high · Free cash flow rose $8.3B (+89%), from $9.3B to $17.6B, but working capital released $12.2B more cash than the year before and capital expenditure fell by $1.5B: more than the whole increase came from sources that need not repeat.
- DELL Dell Technologies high · Free cash flow rose $6.7B (+358%), from $1.9B to $8.6B, but working capital released $6.8B more cash than the year before and capital expenditure fell by $19M: more than the whole increase came from sources that need not repeat.
- CMCSA Comcast medium · Free cash flow rose $6.4B (+41%), from $15.5B to $21.9B, but working capital released $5.9B more cash than the year before and capital expenditure fell by $431M: 100% of the increase came from sources that need not repeat.
- TSLA Tesla high · Free cash flow rose $2.6B (+74%), from $3.6B to $6.2B, but capital expenditure fell by $2.8B: more than the whole increase came from sources that need not repeat.
- PEP PepsiCo high · Free cash flow rose $483M (+7%), from $7.2B to $7.7B, but working capital released $275M more cash than the year before and capital expenditure fell by $903M: more than the whole increase came from sources that need not repeat.
- DIS Walt Disney medium · Free cash flow rose $1.5B (+18%), from $8.6B to $10.1B, but working capital released $1.2B more cash than the year before: 78% of the increase came from sources that need not repeat.
- BA Boeing medium · Free cash flow rose $12.4B, from −$14.3B to −$1.9B, but working capital released $7.6B more cash than the year before: 61% of the increase came from sources that need not repeat.
- TMUS T-Mobile US medium · Free cash flow rose $4.5B (+34%), from $13.5B to $18.0B, but working capital released $3.9B more cash than the year before: 87% of the increase came from sources that need not repeat.
- PG Procter & Gamble medium · Free cash flow rose $1.1B (+8%), from $14.0B to $15.1B, but working capital released $1.2B more cash than the year before: more than the whole increase came from sources that need not repeat.
- ADM Archer-Daniels-Midland medium · Free cash flow rose $3.0B (+243%), from $1.2B to $4.2B, but working capital released $2.0B more cash than the year before and capital expenditure fell by $315M: 78% of the increase came from sources that need not repeat.
- SYY Sysco high · Free cash flow rose $334M (+21%), from $1.6B to $1.9B, but working capital released $432M more cash than the year before and capital expenditure fell by $206M: more than the whole increase came from sources that need not repeat.
- DAL Delta Air Lines high · Free cash flow rose $958M (+33%), from $2.9B to $3.8B, but working capital released $844M more cash than the year before and capital expenditure fell by $641M: more than the whole increase came from sources that need not repeat.
- SUN Sunoco LP medium · Free cash flow rose $410M (+200%), from $205M to $615M, but working capital released $537M more cash than the year before: more than the whole increase came from sources that need not repeat.
- INTC Intel medium · Free cash flow rose $10.7B, from −$15.7B to −$4.9B, but capital expenditure fell by $9.3B: 87% of the increase came from sources that need not repeat.
- Publix Super Markets medium · Free cash flow rose $700M (+24%), from $3.0B to $3.7B, but capital expenditure fell by $360M: 51% of the increase came from sources that need not repeat.
- INGM Ingram Micro Holding high · Free cash flow rose $594M (+311%), from $191M to $785M, but working capital released $726M more cash than the year before and capital expenditure fell by $12M: more than the whole increase came from sources that need not repeat.
- WKC World Kinect high · Free cash flow rose $36M (+19%), from $192M to $227M, but working capital released $189M more cash than the year before and capital expenditure fell by $3M: more than the whole increase came from sources that need not repeat.
- ABT Abbott Laboratories high · Free cash flow rose $1.0B (+16%), from $6.4B to $7.4B, but working capital released $8.4B more cash than the year before and capital expenditure fell by $36M: more than the whole increase came from sources that need not repeat.
- GEV GE Vernova high · Free cash flow rose $2.0B (+118%), from $1.7B to $3.7B, but working capital released $3.6B more cash than the year before: more than the whole increase came from sources that need not repeat.
- V Visa medium · Free cash flow rose $480M (+2%), from $21.6B to $22.1B, but working capital released $292M more cash than the year before: 61% of the increase came from sources that need not repeat.
- IMO Imperial Oil high · Free cash flow rose $589M (+14%), from $4.1B to $4.7B, but working capital released $2.3B more cash than the year before: more than the whole increase came from sources that need not repeat.
- CRM Salesforce high · Free cash flow rose $2.0B (+16%), from $12.4B to $14.4B, but working capital released $1.9B more cash than the year before and capital expenditure fell by $64M: more than the whole increase came from sources that need not repeat.
- SLB SLB Limited high · Free cash flow rose $124M (+3%), from $4.7B to $4.8B, but working capital released $1.0B more cash than the year before and capital expenditure fell by $237M: more than the whole increase came from sources that need not repeat.
- CMI Cummins high · Free cash flow rose $2.1B (+755%), from $279M to $2.4B, but working capital released $2.2B more cash than the year before: more than the whole increase came from sources that need not repeat.
- LIN Linde medium · Free cash flow rose $163M (+3%), from $4.9B to $5.1B, but working capital released $392M more cash than the year before: more than the whole increase came from sources that need not repeat.
- BKNG Booking Holdings medium · Free cash flow rose $1.2B (+15%), from $7.9B to $9.1B, but working capital released $733M more cash than the year before and capital expenditure fell by $107M: 70% of the increase came from sources that need not repeat.
- CCL Carnival medium · Free cash flow rose $1.3B (+101%), from $1.3B to $2.6B, but capital expenditure fell by $1.0B: 77% of the increase came from sources that need not repeat.
- LUV Southwest Airlines medium · Free cash flow rose $761M, from −$1.6B to −$831M, but working capital released $1.2B more cash than the year before: more than the whole increase came from sources that need not repeat.
- PCAR Paccar medium · Free cash flow rose $735M (+25%), from $2.9B to $3.7B, but capital expenditure fell by $960M: more than the whole increase came from sources that need not repeat.
- CEG Constellation Energy high · Free cash flow rose $6.3B, from −$5.0B to $1.3B, but working capital released $9.2B more cash than the year before: more than the whole increase came from sources that need not repeat.
- MCD McDonald's medium · Free cash flow rose $514M (+8%), from $6.7B to $7.2B, but working capital released $755M more cash than the year before: more than the whole increase came from sources that need not repeat.
- DVN Devon Energy high · Free cash flow rose $164M (+6%), from $3.0B to $3.1B, but working capital released $418M more cash than the year before and capital expenditure fell by $53M: more than the whole increase came from sources that need not repeat.
- GLP Global Partners LP medium · Free cash flow rose $265M, from −$72M to $193M, but working capital released $236M more cash than the year before and capital expenditure fell by $12M: 94% of the increase came from sources that need not repeat.
- AZO AutoZone medium · Free cash flow rose $25M (+1%), from $1.8B to $1.8B, but working capital released $89M more cash than the year before: more than the whole increase came from sources that need not repeat.
- MMM 3M high · Free cash flow rose $758M (+119%), from $638M to $1.4B, but working capital released $2.3B more cash than the year before and capital expenditure fell by $271M: more than the whole increase came from sources that need not repeat.
A07 · Stock compensation added back = no economic cost 1139 of 4197
Stock compensation is a real cost paid in shares; 'adjusted' figures that add it back only hold up when buybacks have paid for the dilution.
- AVGO Broadcom high · Stock compensation was $7.6B, 11.8% of revenue, in FY25; buybacks were $2.5B (0.3× the SBC) and the diluted share count still rose 1.6%.
- ORCL Oracle medium · Stock compensation was $4.8B, 7.1% of revenue, in FY26; buybacks were $95M (0.0× the SBC) and the diluted share count still rose 1.7%.
- INTC Intel medium · Stock compensation was $2.4B, 4.6% of revenue, in FY2025; buybacks were $0 (0.0× the SBC) and the diluted share count still rose 5.8%.
- AMD Advanced Micro Devices medium · Stock compensation was $1.6B, 4.7% of revenue, in FY2025; buybacks were $1.3B (0.8× the SBC) and buybacks did not cover it.
- BLK BlackRock medium · Stock compensation was $1.3B, 5.4% of revenue, in FY2025; buybacks were $0 (0.0× the SBC) and the diluted share count still rose 6.1%.
- KKR KKR medium · Stock compensation was $722M, 3.7% of revenue, in FY2025; buybacks were $3M (0.0× the SBC) and buybacks did not cover it.
- DASH DoorDash medium · Stock compensation was $1.1B, 7.7% of revenue, in FY2025; buybacks were $0 (0.0× the SBC) and the diluted share count still rose 2.2%.
- NOW ServiceNow high · Stock compensation was $2.0B, 14.7% of revenue, in FY2025; buybacks were $1.8B (0.9× the SBC) and buybacks did not cover it.
- SHOP Shopify medium · Stock compensation was $449M, 3.9% of revenue, in FY2025; buybacks were $0 (0.0× the SBC) and buybacks did not cover it.
- WELL Welltower high · Stock compensation was $1.6B, 14.4% of revenue, in FY2025; buybacks were $0 (0.0× the SBC) and the diluted share count still rose 11.6%.
- PANW Palo Alto Networks high · Stock compensation was $1.8B, 15.5% of revenue, in FY26; buybacks were $1.0B (0.6× the SBC) and the diluted share count still rose 7.8%.
- RKT Rocket Companies medium · Stock compensation was $343M, 5.1% of revenue, in FY2025; buybacks were $0 (0.0× the SBC) and the diluted share count still rose 837.6%.
- BX Blackstone high · Stock compensation was $1.4B, 10.0% of revenue, in FY2025; buybacks were $0 (0.0× the SBC) and the diluted share count still rose 1.8%.
- HBAN Huntington Bancshares medium · Stock compensation was $113M, 7.2% of revenue, in FY2025; buybacks were $0 (0.0× the SBC) and the diluted share count still rose 1.9%.
- CRWV CoreWeave high · Stock compensation was $630M, 12.3% of revenue, in FY2025; buybacks were $0 (0.0× the SBC) and the diluted share count still rose 100.0%.
- EQIX Equinix medium · Stock compensation was $498M, 5.4% of revenue, in FY2025; buybacks were $0 (0.0× the SBC) and the diluted share count still rose 2.4%.
- SNPS Synopsys high · Stock compensation was $893M, 12.7% of revenue, in FY25; buybacks were $0 (0.0× the SBC) and the diluted share count still rose 6.2%.
- PLTR Palantir Technologies high · Stock compensation was $684M, 15.3% of revenue, in FY2025; buybacks were $75M (0.1× the SBC) and the diluted share count still rose 4.7%.
- RIVN Rivian Automotive high · Stock compensation was $741M, 13.8% of revenue, in FY2025; buybacks were $0 (0.0× the SBC) and the diluted share count still rose 17.1%.
- TOST Toast medium · Stock compensation was $242M, 3.9% of revenue, in FY2025; buybacks were $107M (0.4× the SBC) and the diluted share count still rose 2.7%.
- ONC BeOne Medicines medium · Stock compensation was $511M, 9.6% of revenue, in FY2025; buybacks were $0 (0.0× the SBC) and the diluted share count still rose 7.8%.
- LYFT Lyft medium · Stock compensation was $322M, 5.1% of revenue, in FY2025; buybacks were $500M (1.6× the SBC) and the diluted share count still rose 1.0%.
- SNAP Snap high · Stock compensation was $1.0B, 17.1% of revenue, in FY2025; buybacks were $751M (0.7× the SBC) and the diluted share count still rose 2.1%.
- MCHP Microchip Technology medium · Stock compensation was $255M, 5.4% of revenue, in FY26; buybacks were $0 (0.0× the SBC) and the diluted share count still rose 1.5%.
- RBLX Roblox high · Stock compensation was $1.1B, 23.1% of revenue, in FY2025; buybacks were $0 (0.0× the SBC) and the diluted share count still rose 6.5%.
- INCY Incyte medium · Stock compensation was $249M, 4.8% of revenue, in FY2025; buybacks were $0 (0.0× the SBC) and buybacks did not cover it.
- SNOW Snowflake high · Stock compensation was $1.6B, 34.1% of revenue, in FY26; buybacks were $874M (0.5× the SBC) and the diluted share count still rose 1.4%.
- TTWO Take Two Interactive Software medium · Stock compensation was $305M, 4.6% of revenue, in FY26; buybacks were $0 (0.0× the SBC) and buybacks did not cover it.
- ROKU Roku medium · Stock compensation was $354M, 7.5% of revenue, in FY2025; buybacks were $150M (0.4× the SBC) and the diluted share count still rose 4.3%.
- CRWD CrowdStrike Holdings high · Stock compensation was $1.1B, 22.8% of revenue, in FY26; buybacks were $0 (0.0× the SBC) and the diluted share count still rose 2.4%.
- ALNY Alnylam Pharmaceuticals medium · Stock compensation was $348M, 9.4% of revenue, in FY2025; buybacks were $0 (0.0× the SBC) and the diluted share count still rose 5.5%.
- ARM Arm Holdings high · Stock compensation was $1.1B, 21.4% of revenue, in FY26; buybacks were $0 (0.0× the SBC) and buybacks did not cover it.
- HOOD Robinhood Markets medium · Stock compensation was $305M, 6.8% of revenue, in FY2025; buybacks were $653M (2.1× the SBC) and the diluted share count still rose 1.4%.
- SOFI SoFi Technologies medium · Stock compensation was $262M, 7.3% of revenue, in FY2025; buybacks were $0 (0.0× the SBC) and the diluted share count still rose 13.7%.
- DKNG DraftKings medium · Stock compensation was $339M, 5.6% of revenue, in FY2025; buybacks were $572M (1.7× the SBC) and the diluted share count still rose 2.9%.
- TLN Talen Energy high · Stock compensation was $526M, 20.4% of revenue, in FY2025; buybacks were $103M (0.2× the SBC) and buybacks did not cover it.
- MRNA Moderna high · Stock compensation was $483M, 24.8% of revenue, in FY2025; buybacks were $2M (0.0× the SBC) and the diluted share count still rose 1.3%.
- LITE Lumentum Holdings medium · Stock compensation was $170M, 5.6% of revenue, in FY26; buybacks were $0 (0.0× the SBC) and the diluted share count still rose 7.2%.
- AFRM Affirm Holdings medium · Stock compensation was $305M, 7.2% of revenue, in FY26; buybacks were $0 (0.0× the SBC) and the diluted share count still rose 2.3%.
- JAZZ Jazz Pharmaceuticals medium · Stock compensation was $291M, 6.8% of revenue, in FY2025; buybacks were $125M (0.4× the SBC) and buybacks did not cover it.
B02 · Receivables growing = future cash is certain 231 of 4197
Receivables growing faster than revenue for two quarters, with days sales outstanding above its own history: more of each sale is still owed. Cases: C02, C03, C04, C06, C09, C10, C28, C29, C30, C31, C32, C33 ·Papers: P01, P02, P03, P05, P06, P16, P17, P18, P20, P25
- AMZN Amazon.com high · Receivables grew 61% year over year in Q3 2026 against revenue growth of 12%, and the quarter before 53% against 20%; days sales outstanding is 42 against a median of 30 over the eight quarters before.
- LOW Lowe's Companies high · Receivables grew 287% year over year in Q2 FY27 against revenue growth of 8%, and the quarter before 1099% against 10%; days sales outstanding is 4 against a median of 3 over the eight quarters before.
- HPQ HP medium · Receivables grew 40% year over year in Q3 FY26 against revenue growth of 13%, and the quarter before 41% against 9%; days sales outstanding is 39 against a median of 32 over the eight quarters before.
- ARW Arrow Electronics high · Receivables grew 112% year over year in Q3 2026 against revenue growth of 39%, and the quarter before 83% against 32%; days sales outstanding is 260 against a median of 182 over the eight quarters before.
- LUV Southwest Airlines high · Receivables grew 283% year over year in Q3 2026 against revenue growth of 21%, and the quarter before 30% against 16%; days sales outstanding is 2 against a median of 1 over the eight quarters before.
- MO Altria Group high · Receivables grew 37% year over year in Q3 2026 against revenue growth of 1%, and the quarter before 27% against 0%; days sales outstanding is 5 against a median of 4 over the eight quarters before.
- MGM MGM Resorts International medium · Receivables grew 15% year over year in Q3 2026 against revenue growth of -1%, and the quarter before 17% against 1%; days sales outstanding is 25 against a median of 21 over the eight quarters before.
- LVS Las Vegas Sands medium · Receivables grew 21% year over year in Q3 2026 against revenue growth of -3%, and the quarter before 17% against -1%; days sales outstanding is 18 against a median of 15 over the eight quarters before.
- DRI Darden Restaurants medium · Receivables grew 25% year over year in Q1 FY27 against revenue growth of 5%, and the quarter before 38% against 14%; days sales outstanding is 4 against a median of 3 over the eight quarters before.
- Cheniere Corpus Christi Holdings, LLC high · Receivables grew 293% year over year in Q3 2026 against revenue growth of 84%, and the quarter before 177% against 49%; days sales outstanding is 21 against a median of 13 over the eight quarters before.
- LUMN Lumen Technologies medium · Receivables grew 11% year over year in Q3 2026 against revenue growth of -12%, and the quarter before 9% against -9%; days sales outstanding is 47 against a median of 38 over the eight quarters before.
- NSIT Insight Enterprises medium · Receivables grew 35% year over year in Q3 2026 against revenue growth of 22%, and the quarter before 43% against 15%; days sales outstanding is 286 against a median of 247 over the eight quarters before.
- LULU lululemon athletica medium · Receivables grew 23% year over year in Q2 FY27 against revenue growth of -4%, and the quarter before 17% against 4%; days sales outstanding is 6 against a median of 5 over the eight quarters before.
- ARKO Arko high · Receivables grew 68% year over year in Q3 2026 against revenue growth of 18%, and the quarter before 35% against 17%; days sales outstanding is 7 against a median of 5 over the eight quarters before.
- PR Permian Resources high · Receivables grew 193% year over year in Q3 2026 against revenue growth of 48%, and the quarter before 138% against 55%; days sales outstanding is 34 against a median of 22 over the eight quarters before.
- SOLV Solventum high · Receivables grew 34% year over year in Q3 2026 against revenue growth of -7%, and the quarter before 23% against 2%; days sales outstanding is 63 against a median of 47 over the eight quarters before.
- TEAM Atlassian medium · Receivables grew 51% year over year in Q1 FY27 against revenue growth of 24%, and the quarter before 63% against 28%; days sales outstanding is 54 against a median of 44 over the eight quarters before.
- H Hyatt Hotels high · Receivables grew 44% year over year in Q3 2026 against revenue growth of -2%, and the quarter before 16% against 1%; days sales outstanding is 66 against a median of 56 over the eight quarters before.
- CDNS Cadence Design Systems medium · Receivables grew 47% year over year in Q3 2026 against revenue growth of 22%, and the quarter before 59% against 24%; days sales outstanding is 61 against a median of 49 over the eight quarters before.
- ZBRA Zebra Technologies high · Receivables grew 56% year over year in Q3 2026 against revenue growth of 22%, and the quarter before 56% against 20%; days sales outstanding is 57 against a median of 47 over the eight quarters before.
- CWH Camping World Holdings high · Receivables grew 20% year over year in Q3 2026 against revenue growth of -12%, and the quarter before 18% against -2%; days sales outstanding is 9 against a median of 8 over the eight quarters before.
- SARO StandardAero medium · Receivables grew 30% year over year in Q3 2026 against revenue growth of 4%, and the quarter before 20% against 5%; days sales outstanding is 51 against a median of 42 over the eight quarters before.
- ALSN Allison Transmission Holdings high · Receivables grew 168% year over year in Q3 2026 against revenue growth of 121%, and the quarter before 143% against 92%; days sales outstanding is 54 against a median of 44 over the eight quarters before.
- TKO TKO Group Holdings high · Receivables grew 72% year over year in Q3 2026 against revenue growth of 21%, and the quarter before 67% against 18%; days sales outstanding is 70 against a median of 38 over the eight quarters before.
- ULCC Frontier Group Holdings medium · Receivables grew 78% year over year in Q3 2026 against revenue growth of 53%, and the quarter before 50% against 38%; days sales outstanding is 11 against a median of 9 over the eight quarters before.
- HLF Herbalife medium · Receivables grew 20% year over year in Q3 2026 against revenue growth of 6%, and the quarter before 20% against 5%; days sales outstanding is 8 against a median of 7 over the eight quarters before.
- DKNG DraftKings high · Receivables grew 53% year over year in Q3 2026 against revenue growth of 16%, and the quarter before 19% against -5%; days sales outstanding is 6 against a median of 4 over the eight quarters before.
- TLN Talen Energy high · Receivables grew 124% year over year in Q3 2026 against revenue growth of 63%, and the quarter before 56% against 19%; days sales outstanding is 17 against a median of 15 over the eight quarters before.
- TER Teradyne medium · Receivables grew 87% year over year in Q3 2026 against revenue growth of 70%, and the quarter before 156% against 104%; days sales outstanding is 77 against a median of 61 over the eight quarters before.
- OTEX Open Text medium · Receivables grew 12% year over year in Q1 FY27 against revenue growth of -4%, and the quarter before 14% against 3%; days sales outstanding is 53 against a median of 44 over the eight quarters before.
- P Everpure high · Receivables grew 94% year over year in Q2 FY27 against revenue growth of 38%, and the quarter before 116% against 35%; days sales outstanding is 73 against a median of 64 over the eight quarters before.
- OGE OGE Energy medium · Receivables grew 11% year over year in Q1 2026 against revenue growth of 1%, and the quarter before 45% against -5%; days sales outstanding is 39 against a median of 34 over the eight quarters before.
- AKAM Akamai Technologies medium · Receivables grew 25% year over year in Q3 2026 against revenue growth of 6%, and the quarter before 22% against 5%; days sales outstanding is 78 against a median of 67 over the eight quarters before.
- LCII LCI Industries medium · Receivables grew 6% year over year in Q3 2026 against revenue growth of -4%, and the quarter before -1% against -13%; days sales outstanding is 36 against a median of 30 over the eight quarters before.
- MUR Murphy Oil high · Receivables grew 62% year over year in Q3 2026 against revenue growth of 17%, and the quarter before 62% against 33%; days sales outstanding is 49 against a median of 38 over the eight quarters before.
- GME GameStop high · Receivables grew 110% year over year in Q2 FY27 against revenue growth of -19%, and the quarter before 33% against 14%; days sales outstanding is 9 against a median of 6 over the eight quarters before.
- SHOO Steven Madden medium · Receivables grew 31% year over year in Q3 2026 against revenue growth of 16%, and the quarter before 38% against 19%; days sales outstanding is 1 against a median of 1 over the eight quarters before.
- OLLI Ollie's Bargain Outlet Holdings high · Receivables grew 331% year over year in Q2 FY27 against revenue growth of 9%, and the quarter before 108% against 14%; days sales outstanding is 1 against a median of 0 over the eight quarters before.
- DBI Designer Brands high · Receivables grew 40% year over year in Q2 FY27 against revenue growth of -1%, and the quarter before 34% against 1%; days sales outstanding is 10 against a median of 7 over the eight quarters before.
- PRG Prog Holdings high · Receivables grew 488% year over year in Q3 2026 against revenue growth of 26%, and the quarter before 519% against 22%; days sales outstanding is 47 against a median of 11 over the eight quarters before.
B08 · Adjusted profit = economic profit 95 of 4197
Adjusted EPS at least 10% above GAAP quarter after quarter: the excluded costs are a recurring cost of the business. Cases: C05, C07, C08, C11, C12, C13, C15, C23, C24, C28, C32, C33, C34 ·Papers: P02, P03, P08, P18, P19
- DIS Walt Disney medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 21% above).
- CSCO Cisco Systems medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 24% above).
- HPQ HP medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 29% above).
- TSN Tyson Foods medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 46% above).
- MDT Medtronic medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 26% above).
- ARMK Aramark medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 28% above).
- INTU Intuit medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 35% above).
- ACM AECOM medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 34% above).
- J Jacobs Solutions high · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 61% above).
- ADI Analog Devices medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 25% above).
- AMTM Amentum Holdings high · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 63% above).
- SANM Sanmina medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 48% above).
- PANW Palo Alto Networks high · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 72% above).
- ADSK Autodesk medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 31% above).
- POST Post Holdings medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 22% above).
- A Agilent Technologies medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 21% above).
- KEYS Keysight Technologies medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 27% above).
- SGI Somnigroup International medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 13% above).
- RBA RB Global medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 42% above).
- LGN Legence high · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 221% above).
- GO Grocery Outlet Holding high · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 1291% above).
- P Everpure high · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 76% above).
- ENS EnerSys medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 20% above).
- VEEV Veeva Systems medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 30% above).
- GBTG Global Business Travel Group high · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 141% above).
- MAGN Magnera high · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 561% above).
- ATKR Atkore high · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 181% above).
- NTNX Nutanix medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 44% above).
- SPB Spectrum Brands Holdings high · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 60% above).
- SYM Symbotic high · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 90% above).
- TTD Trade Desk high · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 60% above).
- FWRD Forward Air high · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 589% above).
- VSTS Vestis high · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 98% above).
- FLNC Fluence Energy medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 24% above).
- RDNT RadNet high · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 61% above).
- EPC Edgewell Personal Care high · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 326% above).
- VVV Valvoline high · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 65% above).
- CWST Casella Waste Systems high · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 97% above).
- EYE National Vision Holdings medium · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 42% above).
- BWIN Baldwin Insurance Group high · Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 157% above).
C02 · Low net debt = no refinancing risk 277 of 4197
Debt due within a year exceeds cash and investments plus the last twelve months' free cash flow: a low net debt says nothing about when it falls due. Cases: C14, C18, C20, C21, C25, C26 ·Papers: P15
- BG Bunge Global SA high · $1.4B of debt comes due within a year against $890M of cash and investments and no free cash flow to add: $488M short, to be refinanced or raised.
- SNX TD Synnex high · $1.0B of debt comes due within a year against $749M of cash and investments and no free cash flow to add: $270M short, to be refinanced or raised.
- AVT Avnet high · $734M of debt comes due within a year against $237M of cash and investments and no free cash flow to add: $497M short, to be refinanced or raised.
- MDLZ Mondelez International medium · $5.4B of debt comes due within a year against $1.7B of cash and investments and $3.7B of free cash flow over the last twelve months: $68M short, to be refinanced or raised.
- LAD Lithia Motors medium · $134M of debt comes due within a year against $108M of cash and investments and no free cash flow to add: $26M short, to be refinanced or raised.
- DUK Duke Energy high · $7.1B of debt comes due within a year against $451M of cash and investments and no free cash flow to add: $6.7B short, to be refinanced or raised.
- SO Southern high · $6.2B of debt comes due within a year against $981M of cash and investments and no free cash flow to add: $5.2B short, to be refinanced or raised.
- Pepco Holdings LLC high · $340M of debt comes due within a year against $25M of cash and investments: $315M short, to be refinanced or raised.
- EXC Exelon high · $1.7B of debt comes due within a year against $713M of cash and investments and no free cash flow to add: $952M short, to be refinanced or raised.
- AN Autonation high · $630M of debt comes due within a year against $51M of cash and investments and $23M of free cash flow over the last twelve months: $556M short, to be refinanced or raised.
- AZO AutoZone high · $1.6B of debt comes due within a year against $326M of cash and investments: $1.3B short, to be refinanced or raised.
- IP International Paper medium · $992M of debt comes due within a year against $815M of cash and investments and $75M of free cash flow over the last twelve months: $102M short, to be refinanced or raised.
- PCG PG&E high · $3.7B of debt comes due within a year against $902M of cash and investments and no free cash flow to add: $2.8B short, to be refinanced or raised.
- Novelis medium · $1.4B of debt comes due within a year against $1.3B of cash and investments and no free cash flow to add: $82M short, to be refinanced or raised.
- RCL Royal Caribbean Cruises high · $3.2B of debt comes due within a year against $851M of cash and investments and $1.5B of free cash flow over the last twelve months: $826M short, to be refinanced or raised.
- AEP American Electric Power high · $3.2B of debt comes due within a year against $516M of cash and investments and no free cash flow to add: $2.7B short, to be refinanced or raised.
- EIX Edison International high · $1.9B of debt comes due within a year against $171M of cash and investments and no free cash flow to add: $1.8B short, to be refinanced or raised.
- MAN ManpowerGroup high · $468M of debt comes due within a year against $233M of cash and investments and $7M of free cash flow over the last twelve months: $228M short, to be refinanced or raised.
- GT Goodyear Tire & Rubber medium · $1.2B of debt comes due within a year against $812M of cash and investments and $90M of free cash flow over the last twelve months: $281M short, to be refinanced or raised.
- SAH Sonic Automotive high · $193M of debt comes due within a year against $11M of cash and investments and $91M of free cash flow over the last twelve months: $91M short, to be refinanced or raised.
- FE Firstenergy high · $720M of debt comes due within a year against $52M of cash and investments and no free cash flow to add: $668M short, to be refinanced or raised.
- HSIC Henry Schein high · $1.1B of debt comes due within a year against $184M of cash and investments and $559M of free cash flow over the last twelve months: $399M short, to be refinanced or raised.
- FIS Fidelity National Information Services high · $5.6B of debt comes due within a year against $740M of cash and investments and $2.8B of free cash flow over the last twelve months: $2.1B short, to be refinanced or raised.
- TAP Molson Coors Beverage high · $2.4B of debt comes due within a year against $602M of cash and investments and $1.2B of free cash flow over the last twelve months: $653M short, to be refinanced or raised.
- WMB Williams Companies high · $1.3B of debt comes due within a year against $203M of cash and investments and no free cash flow to add: $1.1B short, to be refinanced or raised.
- SRE Sempra high · $1.8B of debt comes due within a year against $34M of cash and investments and no free cash flow to add: $1.8B short, to be refinanced or raised.
- PEG Public Service Enterprise Group medium · $875M of debt comes due within a year against $837M of cash and investments and no free cash flow to add: $38M short, to be refinanced or raised.
- NCLH Norwegian Cruise Line Holdings high · $876M of debt comes due within a year against $257M of cash and investments and no free cash flow to add: $619M short, to be refinanced or raised.
- NCL high · $876M of debt comes due within a year against $251M of cash and investments and no free cash flow to add: $625M short, to be refinanced or raised.
- AEE Ameren high · $973M of debt comes due within a year against $40M of cash and investments and no free cash flow to add: $933M short, to be refinanced or raised.
- ANDE Andersons high · $518M of debt comes due within a year against $58M of cash and investments and no free cash flow to add: $460M short, to be refinanced or raised.
- CRWV CoreWeave medium · $6.7B of debt comes due within a year against $5.5B of cash and investments and no free cash flow to add: $1.2B short, to be refinanced or raised.
- PPL PPL high · $904M of debt comes due within a year against $393M of cash and investments and no free cash flow to add: $511M short, to be refinanced or raised.
- CNXC Concentrix medium · $866M of debt comes due within a year against $245M of cash and investments and $575M of free cash flow over the last twelve months: $46M short, to be refinanced or raised.
- Oncor Electric Delivery Co LLC high · $238M of debt comes due within a year against $77M of cash and investments and no free cash flow to add: $161M short, to be refinanced or raised.
- CPB Campbell's high · $773M of debt comes due within a year against $394M of cash and investments: $379M short, to be refinanced or raised.
- EVRG Evergy high · $367M of debt comes due within a year against $18M of cash and investments and no free cash flow to add: $349M short, to be refinanced or raised.
- SON Sonoco Products medium · $538M of debt comes due within a year against $183M of cash and investments and $351M of free cash flow over the last twelve months: $4M short, to be refinanced or raised.
- MKC McCormick high · $2.1B of debt comes due within a year against $331M of cash and investments and $1.1B of free cash flow over the last twelve months: $640M short, to be refinanced or raised.
- OPTU Optimum Communications high · $6.4B of debt comes due within a year against $1.1B of cash and investments and no free cash flow to add: $5.3B short, to be refinanced or raised.
D03 · EPS growth = profit growth 8 of 4197
EPS rose while net income was flat or down and the share count fell: the growth is the smaller denominator. Cases: C15, C22
- BKNG Booking Holdings medium · EPS rose 7% in Q3 2026 (3.38 → 3.61) while net income fell 1% ($2.7B → $2.7B): the diluted share count fell 7.5%, and all of the EPS growth is the smaller denominator..
- CSL Carlisle Companies medium · EPS rose 5% in Q3 2026 (4.99 → 5.25) while net income fell 3% ($214M → $208M): the diluted share count fell 7.7%, and all of the EPS growth is the smaller denominator..
- VRSK Verisk Analytics medium · EPS rose 5% in Q3 2026 (1.61 → 1.70) while net income fell 3% ($226M → $219M): the diluted share count fell 7.7%, and all of the EPS growth is the smaller denominator..
- DBX Dropbox medium · EPS rose 10% in Q3 2026 (0.47 → 0.52) while net income fell 6% ($124M → $116M): the diluted share count fell 15.1%, and all of the EPS growth is the smaller denominator..
- PRKS United Parks & Resorts medium · EPS rose 8% in Q3 2026 (1.61 → 1.74) while net income fell 10% ($89M → $80M): the diluted share count fell 17.1%, and all of the EPS growth is the smaller denominator..
- TREX Trex medium · EPS rose 7% in Q3 2026 (0.48 → 0.52) while net income was flat ($52M → $52M): the diluted share count fell 5.1%, and most of the EPS growth is the smaller denominator..
- HRTG Heritage Insurance Holdings medium · EPS rose 6% in Q3 2026 (1.62 → 1.72) while net income was flat ($50M → $51M): the diluted share count fell 4.0%, and most of the EPS growth is the smaller denominator..
- HMH HMH Holding medium · EPS rose 72% in Q3 2026 (0.23 → 0.40) while net income fell 69% ($16M → $5M): the diluted share count fell 82.1%, and all of the EPS growth is the smaller denominator..
E02 · Low P/E at a cyclical peak = undervalued 54 of 4197
A low P/E on this year's profit when that profit is at a high against the last eight years: the multiple on mid-cycle profit is what matters. Papers: P04, P07, P24
- CVS CVS Health medium · The shares trade at 9.5× this year's net income of $11.0B, but that profit is at a high: the median of the last eight fiscal years is $6.6B, on which the same market value is 15.8×.
- MPC Marathon Petroleum high · The shares trade at 7.2× this year's net income of $14.6B, but that profit is at a high: the median of the last eight fiscal years is $4.0B, on which the same market value is 26.1×.
- MU Micron Technology high · The shares trade at 8.8× this year's net income of $85.0B, but that profit is at a high: the median of the last eight fiscal years is $6.3B, on which the same market value is 119.1×.
- PSX Phillips 66 high · The shares trade at 7.8× this year's net income of $12.6B, but that profit is at a high: the median of the last eight fiscal years is $4.4B, on which the same market value is 22.3×.
- VLO Valero Energy high · The shares trade at 7.7× this year's net income of $12.9B, but that profit is at a high: the median of the last eight fiscal years is $2.8B, on which the same market value is 36.1×.
- SUN Sunoco LP medium · The shares trade at 10.0× this year's net income of $1.2B, but that profit is at a high: the median of the last eight fiscal years is $475M, on which the same market value is 24.5×.
- PAGP Plains GP Holdings LP high · The shares trade at 4.3× this year's net income of $1.2B, but that profit is at a high: the median of the last eight fiscal years is $198M, on which the same market value is 26.4×.
- PBF PBF Energy high · The shares trade at 3.1× this year's net income of $2.7B, but that profit is at a high: the median of the last eight fiscal years is $231M, on which the same market value is 36.3×.
- DINO HF Sinclair high · The shares trade at 4.9× this year's net income of $3.5B, but that profit is at a high: the median of the last eight fiscal years is $579M, on which the same market value is 29.7×.
- EOG EOG Resources medium · The shares trade at 9.2× this year's net income of $8.2B, but that profit is at a high: the median of the last eight fiscal years is $5.0B, on which the same market value is 15.2×.
- THC Tenet Healthcare high · The shares trade at 7.3× this year's net income of $3.2B, but that profit is at a high: the median of the last eight fiscal years is $611M, on which the same market value is 37.8×.
- EIX Edison International high · The shares trade at 5.0× this year's net income of $4.7B, but that profit is at a high: the median of the last eight fiscal years is $1.2B, on which the same market value is 19.6×.
- LDOS Leidos Holdings medium · The shares trade at 12.0× this year's net income of $1.4B, but that profit is at a high: the median of the last eight fiscal years is $685M, on which the same market value is 24.8×.
- DK Delek US Holdings high · The shares trade at 3.1× this year's net income of $1.2B, but that profit is at a high: the median of the last eight fiscal years is $20M, on which the same market value is 196.4×.
- AES AES high · The shares trade at 6.0× this year's net income of $1.8B, but that profit is at a high: the median of the last eight fiscal years is $303M, on which the same market value is 35.1×.
- AA Alcoa high · The shares trade at 6.9× this year's net income of $1.5B, but that profit is at a high: the median of the last eight fiscal years is $60M, on which the same market value is 175.3×.
- B Barrick Mining high · The shares trade at 9.4× this year's net income of $7.2B, but that profit is at a high: the median of the last eight fiscal years is $785M, on which the same market value is 86.1×.
- GAP Gap medium · The shares trade at 6.5× this year's net income of $1.2B, but that profit is at a high: the median of the last eight fiscal years is $502M, on which the same market value is 16.2×.
- DVA Davita medium · The shares trade at 10.0× this year's net income of $1.3B, but that profit is at a high: the median of the last eight fiscal years is $774M, on which the same market value is 16.2×.
- FIS Fidelity National Information Services high · The shares trade at 4.3× this year's net income of $3.5B, but that profit is at a high: the median of the last eight fiscal years is $382M, on which the same market value is 38.9×.
- PARR PAR Pacific Holdings high · The shares trade at 3.6× this year's net income of $948M, but that profit is at a high: the median of the last eight fiscal years is $41M, on which the same market value is 83.0×.
- ANDE Andersons medium · The shares trade at 9.6× this year's net income of $204M, but that profit is at a high: the median of the last eight fiscal years is $101M, on which the same market value is 19.3×.
- SEB Seaboard medium · The shares trade at 6.2× this year's net income of $558M, but that profit is at a high: the median of the last eight fiscal years is $283M, on which the same market value is 12.3×.
- SFM Sprouts Farmers Market medium · The shares trade at 9.3× this year's net income of $496M, but that profit is at a high: the median of the last eight fiscal years is $261M, on which the same market value is 17.7×.
- KBR KBR medium · The shares trade at 10.6× this year's net income of $442M, but that profit is at a high: the median of the last eight fiscal years is $202M, on which the same market value is 23.2×.
- MKC McCormick medium · The shares trade at 8.7× this year's net income of $1.5B, but that profit is at a high: the median of the last eight fiscal years is $755M, on which the same market value is 17.2×.
- REZI Resideo Technologies medium · The shares trade at 7.0× this year's net income of $427M, but that profit is at a high: the median of the last eight fiscal years is $210M, on which the same market value is 14.3×.
- HGV Hilton Grand Vacations medium · The shares trade at 8.3× this year's net income of $417M, but that profit is at a high: the median of the last eight fiscal years is $216M, on which the same market value is 16.1×.
- PR Permian Resources high · The shares trade at 11.3× this year's net income of $1.6B, but that profit is at a high: the median of the last eight fiscal years is $476M, on which the same market value is 39.0×.
- EQT EQT high · The shares trade at 11.8× this year's net income of $2.7B, but that profit is at a high: the median of the last eight fiscal years is $231M, on which the same market value is 135.9×.
- MMS Maximus medium · The shares trade at 9.3× this year's net income of $371M, but that profit is at a high: the median of the last eight fiscal years is $241M, on which the same market value is 14.3×.
- OTEX Open Text medium · The shares trade at 9.3× this year's net income of $652M, but that profit is at a high: the median of the last eight fiscal years is $397M, on which the same market value is 15.2×.
- FSLR First Solar high · The shares trade at 11.6× this year's net income of $1.9B, but that profit is at a high: the median of the last eight fiscal years is $469M, on which the same market value is 46.2×.
- KALU Kaiser Aluminum high · The shares trade at 8.3× this year's net income of $219M, but that profit is at a high: the median of the last eight fiscal years is $47M, on which the same market value is 38.5×.
- SKYW Skywest medium · The shares trade at 7.5× this year's net income of $413M, but that profit is at a high: the median of the last eight fiscal years is $280M, on which the same market value is 11.0×.
- KMT Kennametal high · The shares trade at 3.0× this year's net income of $599M, but that profit is at a high: the median of the last eight fiscal years is $118M, on which the same market value is 15.2×.
- ETSY Etsy high · The shares trade at 10.7× this year's net income of $987M, but that profit is at a high: the median of the last eight fiscal years is $303M, on which the same market value is 34.8×.
- NVST Envista Holdings high · The shares trade at 6.5× this year's net income of $634M, but that profit is at a high: the median of the last eight fiscal years is $218M, on which the same market value is 18.9×.
- KNTK Kinetik Holdings high · The shares trade at 6.7× this year's net income of $586M, but that profit is at a high: the median of the last eight fiscal years is $41M, on which the same market value is 97.0×.
- RJET Republic Airways Holdings high · The shares trade at 7.9× this year's net income of $119M, but that profit is at a high: the median of the last eight fiscal years is $27M, on which the same market value is 34.0×.
E07 · A precise DCF value = the true value 0 of 4197
A DCF's point value against the terminal value's weight and the swing from each input: a range, not a number (always 'to review'). Cases: C16, C17, C19, C27 ·Papers: P22
No company triggers it on the latest filings.
J06 · A bank's low P/E and high profit = safe 22 of 4197
A bank at a low P/E on its best year of the last eight: provisions, deposit costs and capital turn the cycle, not the multiple. Cases: C20
- MTB M&T Bank medium · The bank trades at 10.5× net income of $3.0B, its best or near-best year of the last eight (median $2.0B).
- WAL Western Alliance Bancorporation medium · The bank trades at 8.2× net income of $1.0B, its best or near-best year of the last eight (median $788M).
- ZION Zions Bancorporation, National Association medium · The bank trades at 8.3× net income of $1.2B, its best or near-best year of the last eight (median $850M).
- ATLC Atlanticus Holdings medium · The bank trades at 8.2× net income of $213M, its best or near-best year of the last eight (median $111M).
- UMBF UMB Financial medium · The bank trades at 10.3× net income of $1.0B, its best or near-best year of the last eight (median $353M).
- ONB Old National Bancorp medium · The bank trades at 10.3× net income of $958M, its best or near-best year of the last eight (median $428M).
- COLB Columbia Banking System medium · The bank trades at 10.4× net income of $835M, its best or near-best year of the last eight (median $250M).
- VLY Valley National Bancorp medium · The bank trades at 10.6× net income of $737M, its best or near-best year of the last eight (median $474M).
- ECPG Encore Capital Group medium · The bank trades at 7.2× net income of $351M, its best or near-best year of the last eight (median $195M).
- FNB FNB medium · The bank trades at 10.8× net income of $607M, its best or near-best year of the last eight (median $439M).
- AX Axos Financial medium · The bank trades at 10.6× net income of $508M, its best or near-best year of the last eight (median $307M).
- AUB Atlantic Union Bankshares medium · The bank trades at 10.7× net income of $532M, its best or near-best year of the last eight (median $209M).
- WSBC Wesbanco medium · The bank trades at 9.8× net income of $362M, its best or near-best year of the last eight (median $159M).
- FIBK First Interstate Bancsystem medium · The bank trades at 10.4× net income of $315M, its best or near-best year of the last eight (median $202M).
- IBOC International Bancshares medium · The bank trades at 10.1× net income of $419M, its best or near-best year of the last eight (median $300M).
- MBIN Merchants Bancorp medium · The bank trades at 7.1× net income of $319M, its best or near-best year of the last eight (median $220M).
- OFG OFG Bancorp medium · The bank trades at 9.5× net income of $225M, its best or near-best year of the last eight (median $166M).
- NWBI Northwest Bancshares medium · The bank trades at 9.3× net income of $201M, its best or near-best year of the last eight (median $126M).
- TBBK Bancorp medium · The bank trades at 8.4× net income of $240M, its best or near-best year of the last eight (median $130M).
- AGM Federal Agricultural Mortgage medium · The bank trades at 9.3× net income of $238M, its best or near-best year of the last eight (median $178M).
- MBWM Mercantile Bank medium · The bank trades at 10.5× net income of $96M, its best or near-best year of the last eight (median $61M).
- FNLC First Bancorp medium · The bank trades at 9.4× net income of $39M, its best or near-best year of the last eight (median $30M).
J08 · A REIT's low net income = the dividend is unsafe 33 of 4197
A REIT paying more in dividends than its net income is normal; paying more than its operating cash flow is the question.
- WY Weyerhaeuser medium · Dividends of $606M exceeded operating cash flow of $562M in FY2025 (108%): the low net income ($324M) is not the reason to worry, the cash is..
- RYN Rayonier medium · Dividends of $292M exceeded operating cash flow of $257M in FY2025 (114%): the low net income ($480M) is not the reason to worry, the cash is..
- DHC Diversified Healthcare Trust high · Dividends of $10M were paid in FY2025 while operating cash flow was −$20M: the payout is funded by borrowing or asset sales, whatever net income says..
- AHT Ashford Hospitality Trust high · Dividends of $24M were paid in FY2025 while operating cash flow was −$16M: the payout is funded by borrowing or asset sales, whatever net income says..
- SL Green Operating Partnership, L.P. medium · Dividends of $243M exceeded operating cash flow of $83M in FY2025 (293%): the low net income (−$97M) is not the reason to worry, the cash is..
- SLG SL Green Realty medium · Dividends of $243M exceeded operating cash flow of $83M in FY2025 (293%): the low net income (−$97M) is not the reason to worry, the cash is..
- Ares Industrial Real Estate Income Trust medium · Dividends of $111M exceeded operating cash flow of $99M in FY2025 (112%): the low net income (−$162M) is not the reason to worry, the cash is..
- HGIT Hines Global Income Trust medium · Dividends of $78M exceeded operating cash flow of $55M in FY2025 (143%): the low net income ($18M) is not the reason to worry, the cash is..
- SAFE Safehold medium · Dividends of $51M exceeded operating cash flow of $48M in FY2025 (107%): the low net income ($115M) is not the reason to worry, the cash is..
- BHR Braemar Hotels & Resorts medium · Dividends of $47M exceeded operating cash flow of $41M in FY2025 (116%): the low net income (−$28M) is not the reason to worry, the cash is..
- BRSP BrightSpire Capital medium · Dividends of $83M exceeded operating cash flow of $73M in FY2025 (114%): the low net income (−$39M) is not the reason to worry, the cash is..
- Vinebrook Homes Trust medium · Dividends of $34M exceeded operating cash flow of $13M in FY2025 (268%): the low net income (−$193M) is not the reason to worry, the cash is..
- ALX Alexanders medium · Dividends of $92M exceeded operating cash flow of $73M in FY2025 (126%): the low net income ($28M) is not the reason to worry, the cash is..
- Cottonwood Communities high · Dividends of $18M were paid in FY2025 while operating cash flow was −$21M: the payout is funded by borrowing or asset sales, whatever net income says..
- PMT PennyMac Mortgage Investment Trust high · Dividends of $139M were paid in FY2025 while operating cash flow was −$7.2B: the payout is funded by borrowing or asset sales, whatever net income says..
- FSP Franklin Street Properties medium · Dividends of $4M exceeded operating cash flow of $4M in FY2025 (110%): the low net income (−$45M) is not the reason to worry, the cash is..
- BRT BRT Apartments medium · Dividends of $19M exceeded operating cash flow of $14M in FY2025 (134%): the low net income (−$12M) is not the reason to worry, the cash is..
- ACRE Ares Commercial Real Estate medium · Dividends of $39M exceeded operating cash flow of $21M in FY2025 (183%): the low net income (−$902K) is not the reason to worry, the cash is..
- LAND Gladstone Land medium · Dividends of $20M exceeded operating cash flow of $7M in FY2025 (293%): the low net income ($14M) is not the reason to worry, the cash is..
- SACH Sachem Capital medium · Dividends of $10M exceeded operating cash flow of $3M in FY2025 (357%): the low net income ($6M) is not the reason to worry, the cash is..
- FPI Farmland Partners medium · Dividends of $64M exceeded operating cash flow of $17M in FY2025 (366%): the low net income ($32M) is not the reason to worry, the cash is..
- SITC Site Centers medium · Dividends of $356M exceeded operating cash flow of $20M in FY2025 (1814%): the low net income ($178M) is not the reason to worry, the cash is..
- Rreef Property Trust medium · Dividends of $9M exceeded operating cash flow of $9M in FY2025 (104%): the low net income ($21M) is not the reason to worry, the cash is..
- SEVN Seven Hills Realty Trust medium · Dividends of $19M exceeded operating cash flow of $15M in FY2025 (125%): the low net income ($15M) is not the reason to worry, the cash is..
- SGST Strategic Storage Trust VI high · Dividends of $9M were paid in FY2025 while operating cash flow was −$20M: the payout is funded by borrowing or asset sales, whatever net income says..
- FREVS First Real Estate Investment Trust of New Jersey medium · Dividends of $7M exceeded operating cash flow of $6M in FY25 (115%): the low net income ($3M) is not the reason to worry, the cash is..
- Principal Credit Real Estate Income Trust medium · Dividends of $5M exceeded operating cash flow of $4M in FY2025 (137%): the low net income ($4M) is not the reason to worry, the cash is..
- ICR-PA InPoint Commercial Real Estate Income medium · Dividends of $13M exceeded operating cash flow of $11M in FY2025 (111%): the low net income (−$2M) is not the reason to worry, the cash is..
- SUNS Sunrise Realty Trust high · Dividends of $15M were paid in FY2025 while operating cash flow was −$3M: the payout is funded by borrowing or asset sales, whatever net income says..
- TPTS Terra Property Trust medium · Dividends of $12M exceeded operating cash flow of $2M in FY2025 (607%): the low net income (−$28M) is not the reason to worry, the cash is..
- LOAN Manhattan Bridge Capital medium · Dividends of $5M exceeded operating cash flow of $5M in FY2025 (107%): the low net income ($5M) is not the reason to worry, the cash is..
- IHT Innsuites Hospitality Trust high · Dividends of $182K were paid in FY26 while operating cash flow was −$11K: the payout is funded by borrowing or asset sales, whatever net income says..
- StratCap Digital Infrastructure REIT high · Dividends of $4M were paid in FY2025 while operating cash flow was −$3M: the payout is funded by borrowing or asset sales, whatever net income says..
What a newer filing changed last 180 days
Each rule is re-run when a company files; a trap that appears, goes, or changes severity between two filings is listed here (a rule changed on this site is not).
- 2026-11-06 · LIDR B02 receivables growing = future cash is certain: now to review on the filing to 2026-09-30 (was 2026-09-30) Receivables outgrew revenue in Q3 2026 (1630% against 912%) and DSO is 108 against a median of 70; one quarter can be timing, so this is one to watch rather than a pattern..
- 2026-11-06 · AEVA B02 receivables growing = future cash is certain: now to review on the filing to 2026-09-30 (was 2026-09-30) Receivables outgrew revenue in Q3 2026 (269% against 86%) and DSO is 75 against a median of 43; one quarter can be timing, so this is one to watch rather than a pattern..
- 2026-11-06 · KRT B02 receivables growing = future cash is certain: newly triggered on the filing to 2026-09-30 (was 2026-09-30) Receivables grew 19% year over year in Q3 2026 against revenue growth of 8%, and the quarter before 35% against 10%; days sales outstanding is 32 against a median of 27 over the eight quarters before.
- 2026-11-06 · ASLE B02 receivables growing = future cash is certain: no longer triggered on the filing to 2026-09-30 (was 2026-09-30) Receivables grew 17% against revenue 29% in Q3 2026; DSO 49 against a median of 51: collections are keeping pace with sales..
- 2026-11-06 · TEAM B02 receivables growing = future cash is certain: newly triggered on the filing to 2026-09-30 (was 2026-09-30) Receivables grew 51% year over year in Q1 FY27 against revenue growth of 24%, and the quarter before 63% against 28%; days sales outstanding is 54 against a median of 44 over the eight quarters before.
- 2026-11-06 · PRKS D03 EPS growth = profit growth: newly triggered on the filing to 2026-09-30 (was 2026-09-30) EPS rose 8% in Q3 2026 (1.61 → 1.74) while net income fell 10% ($89M → $80M): the diluted share count fell 17.1%, and all of the EPS growth is the smaller denominator..
- 2026-11-06 · MTDR B02 receivables growing = future cash is certain: now to review on the filing to 2026-09-30 (was 2026-09-30) Receivables outgrew revenue in Q3 2026 (94% against 24%) and DSO is 39 against a median of 31; one quarter can be timing, so this is one to watch rather than a pattern..
- 2026-11-06 · DBX D03 EPS growth = profit growth: newly triggered on the filing to 2026-09-30 (was 2026-09-30) EPS rose 10% in Q3 2026 (0.47 → 0.52) while net income fell 6% ($124M → $116M): the diluted share count fell 15.1%, and all of the EPS growth is the smaller denominator..
- 2026-11-06 · AOSL B02 receivables growing = future cash is certain: severity changed (medium → high) on the filing to 2026-09-30 (was 2026-09-30) Receivables grew 44% year over year in Q1 FY27 against revenue growth of -3%, and the quarter before 23% against -3%; days sales outstanding is 25 against a median of 18 over the eight quarters before.
- 2026-11-06 · NOG B02 receivables growing = future cash is certain: now to review on the filing to 2026-09-30 (was 2026-09-30) Receivables outgrew revenue in Q3 2026 (24% against -38%) and DSO is 105 against a median of 60; one quarter can be timing, so this is one to watch rather than a pattern..
- 2026-11-06 · GEO B02 receivables growing = future cash is certain: no longer triggered on the filing to 2026-09-30 (was 2026-06-30) Receivables grew 20% against revenue 12% in Q3 2026; DSO 65 against a median of 57: collections are keeping pace with sales..
- 2026-11-06 · PAMT C02 low net debt = no refinancing risk: severity changed (medium → high) on the filing to 2026-09-30 (was 2026-09-30) $66M of debt comes due within a year against $42M of cash and investments and no free cash flow to add: $23M short, to be refinanced or raised.
- 2026-11-06 · UHS D03 EPS growth = profit growth: no longer triggered on the filing to 2026-09-30 (was 2026-09-30) EPS fell 11% and net income fell 17% in Q3 2026; the share count fell 7.1%: EPS growth follows profit growth..
- 2026-11-06 · FICO C02 low net debt = no refinancing risk: newly triggered on the filing to 2026-09-30 (was 2026-09-30) $338M of debt comes due within a year against $218M of cash and investments: $120M short, to be refinanced or raised.
- 2026-11-06 · HRTG D03 EPS growth = profit growth: newly triggered on the filing to 2026-09-30 (was 2026-09-30) EPS rose 6% in Q3 2026 (1.62 → 1.72) while net income was flat ($50M → $51M): the diluted share count fell 4.0%, and most of the EPS growth is the smaller denominator..
- 2026-11-06 · YORW C02 low net debt = no refinancing risk: newly triggered on the filing to 2026-09-30 (was 2026-06-30) $330K of debt comes due within a year against $1K of cash and investments and no free cash flow to add: $329K short, to be refinanced or raised.
- 2026-11-06 · PCTY B02 receivables growing = future cash is certain: now to review on the filing to 2026-09-30 (was 2026-09-30) Receivables outgrew revenue in Q1 FY27 (36% against 11%) and DSO is 11 against a median of 9; one quarter can be timing, so this is one to watch rather than a pattern..
- 2026-11-06 · XPEL B02 receivables growing = future cash is certain: severity changed (medium → high) on the filing to 2026-09-30 (was 2026-09-30) Receivables grew 60% year over year in Q3 2026 against revenue growth of 10%, and the quarter before 41% against 15%; days sales outstanding is 38 against a median of 28 over the eight quarters before.
- 2026-11-06 · GPRE B02 receivables growing = future cash is certain: no longer triggered on the filing to 2026-09-30 (was 2026-09-30) Receivables grew 7% against revenue -2% in Q3 2026; DSO 16 against a median of 15: collections are keeping pace with sales..
- 2026-11-06 · DKNG B02 receivables growing = future cash is certain: severity changed (medium → high) on the filing to 2026-09-30 (was 2026-06-30) Receivables grew 53% year over year in Q3 2026 against revenue growth of 16%, and the quarter before 19% against -5%; days sales outstanding is 6 against a median of 4 over the eight quarters before.
- 2026-11-06 · BWMN C02 low net debt = no refinancing risk: severity changed (medium → high) on the filing to 2026-09-30 (was 2026-06-30) $24M of debt comes due within a year against $5M of cash and investments and $4M of free cash flow over the last twelve months: $14M short, to be refinanced or raised.
- 2026-11-06 · CHTR D03 EPS growth = profit growth: no longer checkable on the filing to 2026-09-30 (was 2026-06-30) a loss in one of the quarters: EPS growth has no meaning.
- 2026-11-06 · ENB C02 low net debt = no refinancing risk: no longer triggered on the filing to 2026-09-30 (was 2026-06-30) $5.0B comes due within a year, 1.1× covered by cash and investments of $4.9B plus $382M of free cash flow..
- 2026-11-06 · SARO B02 receivables growing = future cash is certain: newly triggered on the filing to 2026-09-30 (was 2026-09-30) Receivables grew 30% year over year in Q3 2026 against revenue growth of 4%, and the quarter before 20% against 5%; days sales outstanding is 51 against a median of 42 over the eight quarters before.
- 2026-11-06 · TXG B02 receivables growing = future cash is certain: now to review on the filing to 2026-09-30 (was 2026-09-30) Receivables outgrew revenue in Q3 2026 (27% against 1%) and DSO is 32 against a median of 27; one quarter can be timing, so this is one to watch rather than a pattern..
- 2026-11-06 · SMCI B02 receivables growing = future cash is certain: no longer triggered on the filing to 2026-09-30 (was 2026-09-30) Receivables grew 284% against revenue 298% in Q1 FY27; DSO 36 against a median of 49: collections are keeping pace with sales..
- 2026-11-06 · GTE B02 receivables growing = future cash is certain: now to review on the filing to 2026-09-30 (was 2026-06-30) Receivables outgrew revenue in Q3 2026 (80% against 13%) and DSO is 25 against a median of 22; one quarter can be timing, so this is one to watch rather than a pattern..
- 2026-11-06 · MET D03 EPS growth = profit growth: no longer triggered on the filing to 2026-09-30 (was 2026-09-30) EPS rose 180% and net income rose 168% in Q3 2026; the share count fell 4.4%: EPS growth follows profit growth..
- 2026-11-05 · PLBY B02 receivables growing = future cash is certain: newly triggered on the filing to 2026-09-30 (was 2026-06-30) Receivables grew 178% year over year in Q3 2026 against revenue growth of 9%, and the quarter before 141% against 11%; days sales outstanding is 24 against a median of 12 over the eight quarters before.
- 2026-11-05 · BIOA B02 receivables growing = future cash is certain: now to review on the filing to 2026-09-30 (was 2026-06-30) Receivables outgrew revenue in Q3 2026 (10% against -85%) and DSO is 184 against a median of 24; one quarter can be timing, so this is one to watch rather than a pattern..
- 2026-11-05 · KNTK C02 low net debt = no refinancing risk: no longer triggered on the filing to 2026-09-30 (was 2026-06-30) $165M comes due within a year, 1.6× covered by cash and investments of $7M plus $265M of free cash flow..
- 2026-11-05 · CWH B02 receivables growing = future cash is certain: newly triggered on the filing to 2026-09-30 (was 2026-09-30) Receivables grew 20% year over year in Q3 2026 against revenue growth of -12%, and the quarter before 18% against -2%; days sales outstanding is 9 against a median of 8 over the eight quarters before.
- 2026-11-05 · RLJ C02 low net debt = no refinancing risk: newly triggered on the filing to 2026-09-30 (was 2026-09-30) $880M of debt comes due within a year against $448M of cash and investments and $182M of free cash flow over the last twelve months: $250M short, to be refinanced or raised.
- 2026-11-05 · AMPH D03 EPS growth = profit growth: no longer triggered on the filing to 2026-09-30 (was 2026-06-30) EPS rose 139% and net income rose 118% in Q3 2026; the share count fell 9.0%: EPS growth follows profit growth..
- 2026-11-05 · CPAY C02 low net debt = no refinancing risk: newly triggered on the filing to 2026-09-30 (was 2026-09-30) $5.2B of debt comes due within a year against $3.1B of cash and investments and $1.3B of free cash flow over the last twelve months: $755M short, to be refinanced or raised.
- 2026-11-05 · PDFS B02 receivables growing = future cash is certain: no longer triggered on the filing to 2026-09-30 (was 2026-06-30) Receivables grew 29% against revenue 20% in Q3 2026; DSO 126 against a median of 117: collections are keeping pace with sales..
- 2026-11-05 · COTY C02 low net debt = no refinancing risk: no longer triggered on the filing to 2026-09-30 (was 2026-09-30) $570M comes due within a year, 1.1× covered by cash and investments of $211M plus $422M of free cash flow..
- 2026-11-05 · VXRT B02 receivables growing = future cash is certain: now to review on the filing to 2026-09-30 (was 2026-06-30) Receivables outgrew revenue in Q3 2026 (-51% against -85%) and DSO is 91 against a median of 19; one quarter can be timing, so this is one to watch rather than a pattern..
- 2026-11-05 · CRK B02 receivables growing = future cash is certain: newly triggered on the filing to 2026-09-30 (was 2026-06-30) Receivables grew 8% year over year in Q3 2026 against revenue growth of -14%, and the quarter before -5% against -25%; days sales outstanding is 33 against a median of 28 over the eight quarters before.
- 2026-11-05 · IONQ B02 receivables growing = future cash is certain: no longer triggered on the filing to 2026-09-30 (was 2026-06-30) Receivables grew 347% against revenue 336% in Q3 2026; DSO 72 against a median of 77: collections are keeping pace with sales..
Cases and papers
The public cases and the papers behind the rules → the mechanism, the misreading, what to check and the normal explanation, as the cited material states them.
Practice
Practice on real filings → the figures first, then a reader's conclusion, then your call; the answer comes with the innocent explanations and what would show the trap does not apply.
Method
Ten rules of a hundred-item catalogue (docs/TRAP_RULEBOOK.md in the repository), chosen because the site already holds every figure they need: the cash bridge, capex, stock compensation and share counts, receivables, debt maturities, adjusted against GAAP EPS. Each reads the company's own filings by a fixed formula with coarse, documented thresholds and carries its figures, so a reader can apply stricter ones. Statuses: triggered, to review, not triggered, insufficient data, not applicable, out of date; missing data is never shown as clear. Severity and confidence are kept apart. The rules are independent of the earnings quality score and change nothing in it.
Each rule reads the company's own filings by a fixed formula and says what would explain the same figures innocently. A triggered rule is a question to verify, not a finding of manipulation, and not a view on the stock. Missing data is shown as missing, never as clear. Not investment advice.