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Alumis (ALMS): analysis traps
Where its figures could mislead a reader, and what to check before taking them at face value · Data: Q2 2026, to Jun 30, 2026, filed Aug 13, 2026; rules v1.1
Alumis (ALMS): 1 rule of 10 triggered on the filings to Jun 30, 2026: stock compensation added back = no economic cost. 1 to review; 4 with insufficient data; 3 not applicable. Each is a question to verify, with the normal explanation that would produce the same figures.
Check these first
Stock compensation added back = no economic cost Triggered · severity high · confidence high
Stock compensation was $44M, 181.0% of revenue, in FY2025; buybacks were $17K (0.0× the SBC) and the diluted share count still rose 200.0%. 'Adjusted' figures that add SBC back treat pay in shares as free; the cost is borne by every shareholder as dilution, or by the cash spent to buy the shares back.
Innocent reading: A young company paying in equity while it scales; intensity falls as revenue grows.
Adjusted profit = economic profit To review · confidence low
Adjusted EPS was 10% or more above GAAP in 1 of the last 3 quarters: read the reconciliation before taking the adjusted figure.
Every rule
A01 FCF growth = the business improved Not triggered confidence high
Free cash flow did not rise (−$257M → −$370M): the trap does not arise.
The figures and how they are read
| Fiscal year before | FY2024 |
| Fiscal year | FY2025 |
| Operating cash flow, year before | −$255M |
| Operating cash flow | −$370M |
| Capex, year before | $2M |
| Capex | $653K |
| Free cash flow, year before | −$257M |
| Free cash flow | −$370M |
| Change in FCF | −$113M |
| Change in capex | −$1M |
| Working capital: change in its cash contribution | −$7M |
FCF = operating cash flow − cash capex; ΔFCF = ΔOCF − ΔCapEx; the working-capital part is the change in the cash-bridge items (receivables, inventory, payables, accruals), with the sign of the cash flow statement
Source: FY2025 (cash flow statement, fiscal year) · FY2024 (cash flow statement, fiscal year before)
A07 Stock compensation added back = no economic cost Triggered severity high · confidence high
Stock compensation was $44M, 181.0% of revenue, in FY2025; buybacks were $17K (0.0× the SBC) and the diluted share count still rose 200.0%. 'Adjusted' figures that add SBC back treat pay in shares as free; the cost is borne by every shareholder as dilution, or by the cash spent to buy the shares back.
The figures and how they are read
| Fiscal year | FY2025 |
| Stock compensation | $44M |
| Revenue | $24M |
| SBC / revenue | +181.0% |
| Buybacks | 17,000 |
| Buybacks / SBC | 0.0 |
| Diluted shares, year before | 28.3M shares |
| Diluted shares | 85.0M shares |
| Diluted shares: change | +200.0% |
SBC / revenue from the cash flow statement's add-back; the diluted weighted share count year over year; buybacks from the financing section
Source: FY2025 (stock compensation, buybacks and the diluted share count, fiscal year)
What would explain it innocently
- A young company paying in equity while it scales; intensity falls as revenue grows
- Buybacks at prices below intrinsic value make up for the dilution over time
- A one-off grant (an acquisition, a founder award) rather than a steady level
What to look for in the filing
- The share count after the latest buybacks (the next 10-Q's cover)
- The price paid for the buybacks against the shares' value
- Unvested awards outstanding
What would show the trap does not apply
- The diluted share count falls over two years with buybacks at least equal to the stock compensation
- Stock compensation falls as a share of revenue in each of the next two years
Look again: next filing.
B02 Receivables growing = future cash is certain Insufficient data
fewer than five quarters with receivables and revenue on file (a year-over-year comparison needs five)
B08 Adjusted profit = economic profit To review confidence low
Adjusted EPS was 10% or more above GAAP in 1 of the last 3 quarters: read the reconciliation before taking the adjusted figure.
The figures and how they are read
| Quarter / adjusted EPS / GAAP EPS / gap | 2025-09-30 / -1.06 / -1.06 / 0.0; 2026-03-31 / -0.74 / -0.74 / 0.0; 2026-06-30 / -0.79025 / -1.11 / 0.405 |
| Quarters with adjusted ≥ 10% above GAAP | 1 |
| Quarters compared | 3 |
| Latest gap | +40.5% |
the analysts' 'actual' (usually the company's adjusted EPS) against GAAP net income ÷ diluted shares for the matching quarter; a gap of 10% or more counts (the stand-in until three releases' reconciliation tables are on file)
Source: 2025-09-30 (adjusted -1.06 vs GAAP -1.06) · 2026-03-31 (adjusted -0.74 vs GAAP -0.74) · 2026-06-30 (adjusted -0.79 vs GAAP -1.11)
What would show the trap does not apply
- The reconciliation shows the excluded items ending (a restructuring with its final charge, a settlement paid) and the gap to GAAP closes in the next quarters
- The excluded items are only amortisation of acquired intangibles and the cash paid for the deals is in the investing cash flow
Look again: next filing.
C02 Low net debt = no refinancing risk Insufficient data
no debt figure could be read from the balance sheet (the filing may tag it in other lines)
D03 EPS growth = profit growth Not applicable
a loss in one of the quarters: EPS growth has no meaning
E02 Low P/E at a cyclical peak = undervalued Insufficient data
no market value or trailing net income in the valuation research
E07 A precise DCF value = the true value Insufficient data
no DCF in the valuation research for this company
J06 A bank's low P/E and high profit = safe Not applicable
not a bank
J08 A REIT's low net income = the dividend is unsafe Not applicable
not a REIT
What the statuses mean
Triggered: the filings show the pattern; read the normal explanations and the missing evidence before concluding anything. To review: one quarter or a weak signal; a reader's judgement, not a pattern. Not triggered: the pattern is absent on these figures. Insufficient data: the filings read so far do not hold what the rule needs; this is not a clean bill. Not applicable: the rule is not meant for this kind of company (a bank's working capital, a loss-making quarter's EPS growth). Out of date: the latest filing is more than fifteen months old.
Severity is what the pattern could mean for cash, value or solvency; confidence is how reliable the inputs and the reading are. The two are kept apart.
Record a view
A reader's judgement, grounds, what would change it and the next review; kept in the browser (needs JavaScript).
Every rule and the companies it triggers on → Alumis: cash flow →
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.