| SREBench (Vals AI) | 2.7% | $1.55 per test | Duration, as printed 1h 21m |
| IOI (Vals AI) | 55.6% | $0.20 per test | Duration, as printed 35m 47s |
| Terminal-Bench 2.1 (Vals AI) | 73.0% | $0.03 per test | Duration, as printed 7m 05s |
| SWE-bench Multimodal (Vals AI) | 37.5% | $0.03 per test | Duration, as printed 5m 16s |
| CyberBench (Vals AI) | 76.3% | $0.13 per test | Duration, as printed 15m 50s |
| Finance Agent (Vals AI) | 49.9% | $0.12 per test | Duration, as printed 14m 58s |
| Tax Agent Bench (Vals AI) | 19.9% | $0.19 per test | Duration, as printed 33m 16s |
| Legal Research Bench (Vals AI) | 30.3% | $0.44 per test | Duration, as printed 42m 28s |
| Harvey's Legal Agent Benchmark (Vals AI) | 4.2% | $0.30 per test | Duration, as printed 21m 45s |
| Excel Modeling Benchmark (Vals AI) | 68.5% | $0.14 per test | Duration, as printed 17m 21s |
| BioMysteryBench (Vals AI) | 61.5% | $0.05 per test | Duration, as printed 8m 44s |
| Terminal-Bench-Science (Vals AI) | 4.3% | $0.24 per test | Duration, as printed 1h 16m |
| Vals Science Index | 28.4% | $0.11 per test | Duration, as printed 30m 15s |
| Public Benefits Bench (Vals AI) | 57.6% | $0.22 per test | Nothing else |
| MysteryMechanism (Vals AI) | 19.4% | $0.03 per test | Duration, as printed 6m 01s |
| ProofBench | 64.0% | $0.0416 per test | Time per proof 7m 31s |
| ALE-Bench | 1576.9 | $0.018 per problem | Tokens per problem 38,984 |
| LMArena WebDev | 1578 Elo | Not published | Votes 21,622 · Interval (±) ±6.1 |
| Design Arena: websites | 1271 Elo | Not published | Battles 3,960 |
| Design Arena: UI components | 1295 Elo | Not published | Battles 1,456 |
| Design Arena: game dev | 1257 Elo | Not published | Battles 1,491 |
| Design Arena: data viz | 1216 Elo | Not published | Battles 499 |
| Design Arena: 3D | 1218 Elo | Not published | Battles 711 |
| Design Arena: all code categories | 1270 Elo | Not published | Battles 7,320 |
| Design Arena: SVG | 1252 Elo | Not published | Battles 665 |
| Design Arena: ASCII art | 1153 Elo | Not published | Battles 282 |
| Design Arena: agents building web apps | 1191 Elo | Not published | Battles 647 |
| Design Arena: agents building full-stack apps | 1158 Elo | Not published | Battles 1,053 |
| Design Arena: agents building mobile apps | 1134 Elo | Not published | Battles 234 |
| SAGE (Vals AI) | 48.1% | Not published | Latency, as printed 1m 31s |
| MedCode (Vals AI) | 44.7% | Not published | Latency, as printed 1m 49s |
| MedScribe (Vals AI) | 83.7% | Not published | Latency, as printed 2m 50s |
| APEX-Agents | 44.3% | Not published | Mean score 59.0% |
| LMArena Text | 1389 Elo | Not published | Votes 63,594 · Interval (±) ±4.4 |
| LMArena Text: coding | 1437 Elo | Not published | Votes 14,401 · Interval (±) ±6.3 |
| LMArena Text: hard prompts | 1410 Elo | Not published | Votes 39,234 · Interval (±) ±5.1 |
| LMArena Text: math | 1409 Elo | Not published | Votes 3,477 · Interval (±) ±11.0 |
| LMArena Text: instruction following | 1408 Elo | Not published | Votes 21,675 · Interval (±) ±5.8 |
| LMArena Text: creative writing | 1363 Elo | Not published | Votes 14,373 · Interval (±) ±6.7 |
| LMArena Vision | 1216 Elo | Not published | Votes 3,662 · Interval (±) ±10.8 |
| LMArena Text: English | 1393 Elo | Not published | Votes 24,531 · Interval (±) ±5.6 |
| LMArena Text: non-English | 1381 Elo | Not published | Votes 39,008 · Interval (±) ±5.1 |
| LMArena Text: Chinese | 1427 Elo | Not published | Votes 5,366 · Interval (±) ±9.3 |
| LMArena Text: German | 1376 Elo | Not published | Votes 888 · Interval (±) ±21.5 |
| LMArena Text: Japanese | 1369 Elo | Not published | Votes 1,242 · Interval (±) ±20.2 |
| LMArena Text: Korean | 1359 Elo | Not published | Votes 967 · Interval (±) ±21.1 |
| LMArena Text: French | 1408 Elo | Not published | Votes 2,755 · Interval (±) ±13.9 |
| LMArena Text: Spanish | 1391 Elo | Not published | Votes 2,391 · Interval (±) ±13.7 |
| LMArena Text: Russian | 1392 Elo | Not published | Votes 8,535 · Interval (±) ±7.5 |
| LMArena Text: Polish | 1383 Elo | Not published | Votes 883 · Interval (±) ±20.7 |
| LMArena Text: multi-turn | 1392 Elo | Not published | Votes 9,135 · Interval (±) ±7.4 |
| LMArena Text: longer queries | 1408 Elo | Not published | Votes 27,335 · Interval (±) ±5.7 |
| LMArena Text: expert | 1442 Elo | Not published | Votes 6,698 · Interval (±) ±8.2 |
| LMArena Text: hard prompts in English | 1410 Elo | Not published | Votes 15,274 · Interval (±) ±6.2 |
| LMArena Text: software and IT | 1423 Elo | Not published | Votes 22,318 · Interval (±) ±5.7 |
| LMArena Text: mathematical work | 1427 Elo | Not published | Votes 3,897 · Interval (±) ±10.6 |
| LMArena Text: science | 1386 Elo | Not published | Votes 10,709 · Interval (±) ±7.0 |
| LMArena Text: medicine and healthcare | 1352 Elo | Not published | Votes 4,547 · Interval (±) ±10.1 |
| LMArena Text: legal and government | 1400 Elo | Not published | Votes 5,212 · Interval (±) ±9.3 |
| LMArena Text: business and finance | 1388 Elo | Not published | Votes 10,905 · Interval (±) ±6.8 |
| LMArena Text: writing and language | 1384 Elo | Not published | Votes 18,351 · Interval (±) ±6.1 |
| LMArena Text: entertainment and media | 1364 Elo | Not published | Votes 16,757 · Interval (±) ±6.3 |
| LMArena WebDev: React | 1573 Elo | Not published | Votes 13,375 · Interval (±) ±7.0 |
| LMArena WebDev: HTML | 1595 Elo | Not published | Votes 3,220 · Interval (±) ±12.3 |
| LMArena WebDev: from an image | 1571 Elo | Not published | Votes 4,439 · Interval (±) ±9.9 |
| LMArena Vision: English | 1204 Elo | Not published | Votes 1,264 · Interval (±) ±18.1 |
| LMArena Vision: Chinese | 1266 Elo | Not published | Votes 169 · Interval (±) ±43.9 |
| LMArena Vision: reading text | 1225 Elo | Not published | Votes 2,489 · Interval (±) ±12.4 |
| LMArena Vision: diagrams | 1245 Elo | Not published | Votes 905 · Interval (±) ±20.4 |
| LMArena Vision: homework | 1261 Elo | Not published | Votes 550 · Interval (±) ±25.3 |
| LMArena Vision: creative writing | 1205 Elo | Not published | Votes 327 · Interval (±) ±34.3 |