| SREBench (Vals AI) | 44.3% | $30.45 per test | Duration, as printed 1h 35m |
| IOI (Vals AI) | 100.0% | $5.31 per test | Duration, as printed 24m 19s |
| SWE-bench Multimodal (Vals AI) | 56.0% | $11.40 per test | Duration, as printed 33m 38s |
| Vibe Code Bench 1-100 (Vals AI) | 21.2% | $18.66 per test | Duration, as printed 1h 43m |
| CyberBench (Vals AI) | 77.9% | $5.11 per test | Duration, as printed 19m 10s |
| Finance Agent (Vals AI) | 65.4% | $4.38 per test | Duration, as printed 16m 21s |
| Tax Agent Bench (Vals AI) | 44.6% | $3.47 per test | Duration, as printed 16m 26s |
| Legal Research Bench (Vals AI) | 54.8% | $6.45 per test | Duration, as printed 31m 21s |
| Harvey's Legal Agent Benchmark (Vals AI) | 27.1% | $10.55 per test | Duration, as printed 29m 15s |
| Excel Modeling Benchmark (Vals AI) | 75.2% | $11.80 per test | Duration, as printed 38m 26s |
| BioMysteryBench (Vals AI) | 76.3% | $5.71 per test | Duration, as printed 39m 57s |
| Terminal-Bench-Science (Vals AI) | 44.3% | $44.90 per test | Duration, as printed 1h 46m |
| Vals Science Index | 55.4% | $18.40 per test | Duration, as printed 57m 00s |
| Public Benefits Bench (Vals AI) | 69.8% | $2.79 per test | Nothing else |
| MysteryMechanism (Vals AI) | 45.5% | $4.59 per test | Duration, as printed 24m 55s |
| FrontierSWE | 55.0% | $129.36 average cost per task | Best of 5 runs 64.3% · Hours per task 10.6 h |
| ProofBench | 99.0% | $0.783 per test | Time per proof 6m 20s |
| ALE-Bench | 2100.1 | $1.9497 per problem | Tokens per problem 192,623 |
| LMArena WebDev | 1678 Elo | Not published | Votes 1,728 · Interval (±) ±15.6 |
| Design Arena: websites | 1315 Elo | Not published | Battles 7,702 |
| Design Arena: UI components | 1333 Elo | Not published | Battles 542 |
| Design Arena: game dev | 1372 Elo | Not published | Battles 1,209 |
| Design Arena: data viz | 1336 Elo | Not published | Battles 287 |
| Design Arena: 3D | 1389 Elo | Not published | Battles 1,071 |
| Design Arena: all code categories | 1328 Elo | Not published | Battles 10,285 |
| Terminal-Bench 2.1 (Vals AI) | 57.7% | Not published | Duration, as printed 14m 02s |
| SAGE (Vals AI) | 53.6% | Not published | Latency, as printed 1m 03s |
| LegalBench (Vals AI) | 88.3% | Not published | Latency, as printed 13 s |
| MedCode (Vals AI) | 58.8% | Not published | Latency, as printed 1m 20s |
| MedScribe (Vals AI) | 87.4% | Not published | Latency, as printed 1m 27s |
| APEX-Agents | 82.4% | Not published | Mean score 87.4% |
| LMArena Text | 1532 Elo | Not published | Votes 4,904 · Interval (±) ±8.8 |
| LMArena Text: coding | 1547 Elo | Not published | Votes 1,231 · Interval (±) ±17.1 |
| LMArena Text: hard prompts | 1546 Elo | Not published | Votes 3,129 · Interval (±) ±10.9 |
| LMArena Text: math | 1536 Elo | Not published | Votes 273 · Interval (±) ±34.3 |
| LMArena Text: instruction following | 1536 Elo | Not published | Votes 1,750 · Interval (±) ±14.6 |
| LMArena Text: creative writing | 1527 Elo | Not published | Votes 1,057 · Interval (±) ±19.4 |
| LMArena Text: English | 1538 Elo | Not published | Votes 1,902 · Interval (±) ±13.8 |
| LMArena Text: non-English | 1522 Elo | Not published | Votes 3,002 · Interval (±) ±11.1 |
| LMArena Text: Chinese | 1608 Elo | Not published | Votes 363 · Interval (±) ±31.4 |
| LMArena Text: Spanish | 1504 Elo | Not published | Votes 225 · Interval (±) ±38.2 |
| LMArena Text: Russian | 1534 Elo | Not published | Votes 671 · Interval (±) ±22.7 |
| LMArena Text: multi-turn | 1556 Elo | Not published | Votes 680 · Interval (±) ±23.3 |
| LMArena Text: longer queries | 1546 Elo | Not published | Votes 2,064 · Interval (±) ±13.6 |
| LMArena Text: expert | 1551 Elo | Not published | Votes 510 · Interval (±) ±25.9 |
| LMArena Text: hard prompts in English | 1548 Elo | Not published | Votes 1,208 · Interval (±) ±17.3 |
| LMArena Text: software and IT | 1556 Elo | Not published | Votes 1,822 · Interval (±) ±14.1 |
| LMArena Text: mathematical work | 1556 Elo | Not published | Votes 328 · Interval (±) ±31.2 |
| LMArena Text: science | 1548 Elo | Not published | Votes 819 · Interval (±) ±21.1 |
| LMArena Text: medicine and healthcare | 1554 Elo | Not published | Votes 334 · Interval (±) ±32.8 |
| LMArena Text: legal and government | 1549 Elo | Not published | Votes 402 · Interval (±) ±30.1 |
| LMArena Text: business and finance | 1525 Elo | Not published | Votes 891 · Interval (±) ±20.3 |
| LMArena Text: writing and language | 1529 Elo | Not published | Votes 1,365 · Interval (±) ±16.8 |
| LMArena Text: entertainment and media | 1526 Elo | Not published | Votes 1,233 · Interval (±) ±18.0 |
| LMArena WebDev: React | 1692 Elo | Not published | Votes 1,043 · Interval (±) ±20.5 |
| LMArena WebDev: HTML | 1643 Elo | Not published | Votes 185 · Interval (±) ±48.3 |