| IOI (Vals AI) | 90.8% | $11.20 per test | Duration, as printed 30m 06s |
| Terminal-Bench 2.1 (Vals AI) | 85.0% | $3.07 per test | Duration, as printed 8m 20s |
| SWE-bench Multimodal (Vals AI) | 61.3% | $5.46 per test | Duration, as printed 15m 12s |
| Vibe Code Bench 1-100 (Vals AI) | 28.0% | $149.66 per test | Duration, as printed 2h 53m |
| SkillsBench (Vals AI) | 61.5% | $4.52 per test | Duration, as printed 11m 02s |
| CyberBench (Vals AI) | 70.4% | $4.01 per test | Duration, as printed 18m 32s |
| Finance Agent (Vals AI) | 58.9% | $8.35 per test | Duration, as printed 18m 14s |
| Tax Agent Bench (Vals AI) | 49.2% | $13.18 per test | Duration, as printed 28m 34s |
| Legal Research Bench (Vals AI) | 55.3% | $23.06 per test | Duration, as printed 57m 29s |
| Excel Modeling Benchmark (Vals AI) | 76.7% | $15.93 per test | Duration, as printed 29m 32s |
| Terminal-Bench-Science (Vals AI) | 40.0% | $38.01 per test | Duration, as printed 2h 36m |
| Public Benefits Bench (Vals AI) | 74.9% | $7.48 per test | Nothing else |
| MysteryMechanism (Vals AI) | 47.8% | $5.63 per test | Duration, as printed 17m 41s |
| FrontierSWE | 56.3% | $138.55 average cost per task | Best of 5 runs 66.6% · Hours per task 11.6 h |
| WeirdML | 92.9% | $11.6866 per run | Median lines of code 251 |
| ProofBench | 100.0% | $2.7035 per test | Time per proof 7m 58s |
| ALE-Bench | 2143.2 | $2.2949 per problem | Tokens per problem 49,229 |
| LMArena WebDev | 1743 Elo | Not published | Votes 7,744 · Interval (±) ±8.9 |
| GPQA Diamond | 93.4% | Not published | Latency, as printed 46 s |
| MMLU Pro | 92.4% | Not published | Latency, as printed 21 s |
| Design Arena: websites | 1312 Elo | Not published | Battles 6,043 |
| Design Arena: UI components | 1336 Elo | Not published | Battles 684 |
| Design Arena: game dev | 1381 Elo | Not published | Battles 1,497 |
| Design Arena: data viz | 1344 Elo | Not published | Battles 437 |
| Design Arena: 3D | 1392 Elo | Not published | Battles 1,271 |
| Design Arena: all code categories | 1335 Elo | Not published | Battles 9,349 |
| Design Arena: SVG | 1300 Elo | Not published | Battles 1,326 |
| Design Arena: ASCII art | 1323 Elo | Not published | Battles 137 |
| Design Arena: agents building web apps | 1318 Elo | Not published | Battles 745 |
| Design Arena: agents building full-stack apps | 1326 Elo | Not published | Battles 509 |
| Design Arena: agents building mobile apps | 1267 Elo | Not published | Battles 481 |
| Design Arena: agents building Godot games | 1327 Elo | Not published | Battles 629 |
| Design Arena: PowerPoint slides | 1305 Elo | Not published | Battles 877 |
| Design Arena: spreadsheets | 1380 Elo | Not published | Battles 159 |
| LiveCodeBench (Vals AI) | 90.5% | Not published | Latency, as printed 60 s |
| MMMU Pro (Vals AI) | 90.6% | Not published | Latency, as printed 37 s |
| SAGE (Vals AI) | 48.5% | Not published | Latency, as printed 1m 46s |
| LegalBench (Vals AI) | 88.5% | Not published | Latency, as printed 12 s |
| TaxEval (Vals AI) | 76.0% | Not published | Latency, as printed 1m 26s |
| MortgageTax (Vals AI) | 70.8% | Not published | Latency, as printed 15 s |
| MedCode (Vals AI) | 53.5% | Not published | Latency, as printed 3m 35s |
| MedScribe (Vals AI) | 91.3% | Not published | Latency, as printed 3m 08s |
| APEX-Agents | 68.6% | Not published | Mean score 77.1% |
| LMArena Text | 1512 Elo | Not published | Votes 15,623 · Interval (±) ±5.9 |
| LMArena Text: coding | 1532 Elo | Not published | Votes 3,112 · Interval (±) ±11.0 |
| LMArena Text: hard prompts | 1528 Elo | Not published | Votes 9,089 · Interval (±) ±7.1 |
| LMArena Text: math | 1531 Elo | Not published | Votes 746 · Interval (±) ±21.1 |
| LMArena Text: instruction following | 1518 Elo | Not published | Votes 4,693 · Interval (±) ±9.4 |
| LMArena Text: creative writing | 1509 Elo | Not published | Votes 3,551 · Interval (±) ±11.1 |
| LMArena Vision | 1319 Elo | Not published | Votes 5,026 · Interval (±) ±9.3 |
| LMArena Text: English | 1506 Elo | Not published | Votes 6,323 · Interval (±) ±8.0 |
| LMArena Text: non-English | 1508 Elo | Not published | Votes 9,296 · Interval (±) ±7.0 |
| LMArena Text: Chinese | 1584 Elo | Not published | Votes 1,198 · Interval (±) ±17.8 |
| LMArena Text: German | 1499 Elo | Not published | Votes 296 · Interval (±) ±34.4 |
| LMArena Text: Japanese | 1562 Elo | Not published | Votes 282 · Interval (±) ±38.3 |
| LMArena Text: Korean | 1517 Elo | Not published | Votes 238 · Interval (±) ±39.0 |
| LMArena Text: French | 1523 Elo | Not published | Votes 551 · Interval (±) ±26.7 |
| LMArena Text: Spanish | 1520 Elo | Not published | Votes 507 · Interval (±) ±25.5 |
| LMArena Text: Russian | 1520 Elo | Not published | Votes 2,035 · Interval (±) ±13.8 |
| LMArena Text: Polish | 1525 Elo | Not published | Votes 240 · Interval (±) ±37.0 |
| LMArena Text: multi-turn | 1493 Elo | Not published | Votes 2,065 · Interval (±) ±13.4 |
| LMArena Text: longer queries | 1524 Elo | Not published | Votes 6,456 · Interval (±) ±8.3 |
| LMArena Text: expert | 1544 Elo | Not published | Votes 1,355 · Interval (±) ±16.5 |
| LMArena Text: hard prompts in English | 1522 Elo | Not published | Votes 3,681 · Interval (±) ±10.3 |
| LMArena Text: software and IT | 1530 Elo | Not published | Votes 5,159 · Interval (±) ±8.8 |
| LMArena Text: mathematical work | 1541 Elo | Not published | Votes 878 · Interval (±) ±20.1 |
| LMArena Text: science | 1532 Elo | Not published | Votes 2,595 · Interval (±) ±12.0 |
| LMArena Text: medicine and healthcare | 1531 Elo | Not published | Votes 1,206 · Interval (±) ±17.6 |
| LMArena Text: legal and government | 1514 Elo | Not published | Votes 1,290 · Interval (±) ±17.0 |
| LMArena Text: business and finance | 1493 Elo | Not published | Votes 2,823 · Interval (±) ±11.4 |
| LMArena Text: writing and language | 1510 Elo | Not published | Votes 4,475 · Interval (±) ±9.8 |
| LMArena Text: entertainment and media | 1497 Elo | Not published | Votes 3,984 · Interval (±) ±10.3 |
| LMArena WebDev: React | 1792 Elo | Not published | Votes 5,178 · Interval (±) ±11.1 |
| LMArena WebDev: HTML | 1684 Elo | Not published | Votes 912 · Interval (±) ±23.0 |
| LMArena WebDev: from an image | 1722 Elo | Not published | Votes 2,907 · Interval (±) ±12.7 |
| LMArena Vision: English | 1313 Elo | Not published | Votes 1,825 · Interval (±) ±14.6 |
| LMArena Vision: Chinese | 1391 Elo | Not published | Votes 284 · Interval (±) ±34.7 |
| LMArena Vision: reading text | 1327 Elo | Not published | Votes 3,456 · Interval (±) ±10.4 |
| LMArena Vision: diagrams | 1343 Elo | Not published | Votes 1,179 · Interval (±) ±17.7 |
| LMArena Vision: homework | 1345 Elo | Not published | Votes 756 · Interval (±) ±21.4 |
| LMArena Vision: humor | 1318 Elo | Not published | Votes 208 · Interval (±) ±40.4 |
| LMArena Vision: creative writing | 1330 Elo | Not published | Votes 511 · Interval (±) ±28.1 |
| LMArena Search | 1246 Elo | Not published | Votes 12,782 · Interval (±) ±7.0 |