James River Group Holdings, Ltd.
JRVR Financial Insurance Specialty
James River Group Holdings, Ltd.’s revenue for fiscal 2025 (year ended December 2025) was $687.6 million, down 2.83% from fiscal 2024. In the quarter to June 2026, revenue fell 7.72%, EPS grew 66.7%, free cash flow fell 124.1% and total debt was flat, each against the same quarter a year earlier.
Follow JRVR
James River Group Holdings, Ltd. (JRVR) Beneish M-score
James River Group Holdings, Ltd.'s Beneish M-score for fiscal 2025 cannot be worked out: not meaningful for banks, insurers and REITs.
Beneish M-score, annual
Annual newest first
| Period | Beneish M-score | Change (points) |
|---|
How fiscal 2025’s score is made up
| Component | This year | Year before | Result | Points |
|---|---|---|---|---|
| Days’ sales in receivables index | 1.05 | — | 0.97 | |
| Gross margin index | 0.57 | — | 0.30 | |
| Asset quality index Asset quality not computable — index set to 1 | 1.00 | — | Set to 1 | 0.40 |
| Sales growth index | 0.97 | — | 0.87 | |
| Depreciation index Depreciation not reported — index set to 1 | 1.00 | — | Set to 1 | 0.12 |
| SG&A index SG&A not reported — index set to 1 | 1.00 | — | Set to 1 | −0.17 |
| Total accruals to total assets | 0.01 | — | 0.07 | |
| Leverage index | 0.99 | — | −0.32 | |
| Beneish M-score | n/a — not meaningful for banks, insurers and REITs | — | ||
How the Beneish M-score works
M = −4.84 + 0.920 × DSRI + 0.528 × GMI + 0.404 × AQI + 0.892 × SGI + 0.115 × DEPI − 0.172 × SGAI + 4.679 × TATA − 0.327 × LVGI (Beneish, 1999): eight changes in the accounts from one fiscal year to the next, which the model weighs for the pattern seen in companies that later restated their earnings. Higher is worse.
| below −2.22 | Low — no pattern the model associates with manipulation |
|---|---|
| −2.22 to −1.78 | Elevated |
| above −1.78 | Flagged by the model |
−1.78 is the cut-off usually quoted from the paper, −2.22 a common conservative one. A statistical screen, not a finding of wrongdoing.
When asset quality, depreciation or SG&A cannot be worked out, that index is set to 1, as Beneish did, and the breakdown says so; with all three missing there is no score. Depreciation includes amortisation, and asset quality leaves out securities. Not worked out for banks, insurers and REITs.
Beneish M-score against peers
| Company | Beneish M-score |
|---|---|
| AGO Assured Guaranty Ltd. compare | — |
| OSG Octave Specialty Group, Inc. compare | — |
| EIG Employers Holdings Inc compare | — |
| MBI MBIA, Inc. compare | — |
| NMIH NMI Holdings Inc compare | — |
| ITIC Investors Title Company compare | — |
| JRVR James River Group Holdings, Ltd. | — |
| TIPT Tiptree Financial Inc. compare | — |
| AMSF AMERISAFE, Inc. compare | — |
What Beneish M-score is
The Beneish M-Score combines eight year-on-year changes in the accounts into a statistical screen for patterns seen in companies that overstated earnings.
−4.84 + 0.920 × DSRI + 0.528 × GMI + 0.404 × AQI + 0.892 × SGI + 0.115 × DEPI − 0.172 × SGAI + 4.679 × TATA − 0.327 × LVGI