LMArena Text: French leaderboard
- Muse Wonder leads
- 1523
- models measured
- 137
- lead over #2
- +0 Elo
- median
- 1436
Leader on LMArena Text: French · read October 21
On October 21, 2026, 137 of our catalog's models had a LMArena Text: French result, and Meta Muse Wonder led with 1523.
Prompts written in French. People ask a question, compare two anonymous answers and vote for the better one; the rating is built from those votes, as LMArena publishes it.
Role in the index
We collect this benchmark and show it as supporting evidence. It is not part of the Vibe Coding Index, because it measures something other than coding and the index is about coding. Read the methodology
| # | Model | Result | Votes | Interval (±) | Evidence | Coding index | Output $/Mtok |
|---|---|---|---|---|---|---|---|
| 1 | Muse WonderMeta | 1523 | 246 | ±38.4 | 64.5 | $20.00 | |
| 2 | Claude Fable 5.1Anthropic | 1523 | 551 | ±26.7 | 89.1 | $50.00 | |
| 3 | Claude Opus 5Anthropic | 1519 | 2,185 | ±14.5 | 81.8 | $25.00 | |
| 4 | Claude Opus 4.6Anthropic | 1512 | 2,712 | ±13.2 | 66.9 | $25.00 | |
| 5 | Muse Spark 1.3Meta | 1511 | 638 | ±24.5 | 79.7 | $4.25 | |
| 6 | Claude Fable 5Anthropic | 1505 | 1,513 | ±16.9 | 82.1 | $50.00 | |
| 7 | Gemini 3.6 FlashGoogle | 1503 | 1,149 | ±18.7 | 48.3 | $3.75 | |
| 8 | Claude Opus 4.7Anthropic | 1503 | 2,296 | ±14.2 | 51.1 | $25.00 | |
| 9 | GLM 5.3Z.ai | 1503 | 819 | ±21.8 | 73.1 | $1.40 | |
| 10 | Gemini 3.7 FlashGoogle | 1500 | 925 | ±20.8 | 69.9 | $3.75 | |
| 11 | Claude Sonnet 5.5Anthropic | 1499 | 321 | ±32.5 | 88.9 | $10.00 | |
| 12 | Qwen3.8 Max (0902)Qwen | 1498 | 1,045 | ±19.2 | 63.5 | $6.00 | |
| 13 | Gemini 3.8 FlashGoogle | 1496 | 1,454 | ±17.2 | 70.5 | $4.125 | |
| 14 | Muse Spark 1.2Meta | 1495 | 352 | ±32.9 | 65.1 | $4.25 | |
| 15 | GPT-5.4OpenAI | 1493 | 2,394 | ±13.9 | 37.7 | $15.00 | |
| 16 | Claude Opus 5.5Anthropic | 1493 | 340 | ±32.2 | 92.2 | $20.00 | |
| 17 | Mistral Large 4Mistral AI | 1492 | 395 | ±31.3 | 55.3 | $4.18 | |
| 18 | Kimi K3Moonshot AI | 1492 | 1,305 | ±17.9 | 61.8 | $11.936 | |
| 19 | Muse Spark 1.1Meta | 1492 | 1,533 | ±16.6 | 48.9 | $4.25 | |
| 20 | GLM 5.3 FlashZ.ai | 1491 | 1,348 | ±17.6 | 71.0 | $0.50 | |
| 21 | Gemini 3.5 FlashGoogle | 1490 | 1,543 | ±16.5 | 42.8 | $9.00 | |
| 22 | Gemini 3.1 Pro PreviewGoogle | 1487 | 4,283 | ±11.1 | 35.3 | $12.00 | |
| 23 | MiMo-V2.5-ProXiaomi | 1487 | 2,864 | ±12.9 | 40.0 | $0.609 | |
| 24 | GPT-5.5OpenAI | 1485 | 2,511 | ±13.7 | 67.8 | $30.00 | |
| 25 | Claude Opus 4.8Anthropic | 1481 | 2,188 | ±14.3 | 66.0 | $25.00 | |
| 26 | MiMo-V2.6-FlashXiaomi | 1480 | 499 | ±27.9 | 61.9 | $0.28 | |
| 27 | GLM 5.2Z.ai | 1479 | 1,902 | ±15.1 | 57.7 | $7.00 | |
| 28 | DeepSeek V4 Pro 0423DeepSeek | 1473 | 2,210 | ±14.4 | 35.3 | $1.9105 | |
| 29 | Gemini 2.5 ProGoogle | 1473 | 2,391 | ±13.3 | 37.0 | $10.00 | |
| 30 | Qwen3.7 PlusQwen | 1472 | 1,611 | ±16.0 | Not benchmarked | $1.28 | |
| 31 | Nemotron 3 UltraNVIDIA | 1472 | 462 | ±28.3 | Not benchmarked | $2.40 | |
| 32 | GPT-5.6 SolOpenAI | 1472 | 1,373 | ±17.4 | 76.7 | $20.00 | |
| 33 | Kimi K2.6Moonshot AI | 1471 | 1,578 | ±16.3 | 44.2 | $3.41 | |
| 34 | Claude Opus 4.5Anthropic | 1471 | 2,025 | ±14.5 | 66.8 | $25.00 | |
| 35 | GLM 5.1Z.ai | 1470 | 2,327 | ±13.8 | 44.0 | $4.40 | |
| 36 | GPT-5.6 TerraOpenAI | 1466 | 1,461 | ±17.0 | 69.0 | $12.00 | |
| 37 | DeepSeek V4.1 FlashDeepSeek | 1465 | 520 | ±27.0 | 77.2 | $0.525 | |
| 38 | Qwen3.8 27BQwen | 1465 | 869 | ±21.1 | 73.6 | $1.35 | |
| 39 | Claude Sonnet 4.6Anthropic | 1465 | 2,278 | ±14.0 | 57.8 | $15.00 | |
| 40 | Claude Sonnet 5Anthropic | 1463 | 1,708 | ±15.8 | 63.5 | $10.00 | |
| 41 | Qwen3.5 397B A17BQwen | 1462 | 3,103 | ±12.3 | 28.6 | $2.34 | |
| 42 | R Beam 1.0 501B A23BReflection | 1461 | 257 | ±38.7 | 33.8 | $1.00 | |
| 43 | GPT-6.1 SolOpenAI | 1460 | 303 | ±34.2 | 88.7 | $10.00 | |
| 44 | Gemma 4 26B A4BGoogle | 1460 | 262 | ±36.9 | 22.8 | $0.255 | |
| 45 | Mistral Medium 3.1Mistral AI | 1460 | 2,111 | ±13.9 | Not benchmarked | $2.00 | |
| 46 | GLM 4.6Z.ai | 1459 | 706 | ±22.7 | 52.2 | $2.20 | |
| 47 | Claude Sonnet 4.5Anthropic | 1459 | 1,997 | ±14.5 | 59.1 | $15.00 | |
| 48 | GPT-5.6 LunaOpenAI | 1458 | 1,350 | ±17.4 | 61.5 | $1.20 | |
| 49 | Grok 4.5xAI | 1457 | 1,272 | ±18.1 | 75.5 | $6.00 | |
| 50 | Hy3Tencent | 1456 | 521 | ±27.2 | 43.9 | $0.528 | |
| 51 | GLM 5Z.ai | 1456 | 909 | ±20.3 | 59.7 | $3.20 | |
| 52 | T InklingThinking Machines | 1455 | 1,367 | ±17.4 | 49.7 | $4.05 | |
| 53 | Grok 4.6xAI | 1455 | 936 | ±20.6 | 76.4 | $6.00 | |
| 54 | Qwen3.6 PlusQwen | 1455 | 1,851 | ±15.3 | 37.4 | $1.95 | |
| 55 | GPT-5.2OpenAI | 1454 | 1,439 | ±16.9 | 58.9 | $14.00 | |
| 56 | Kimi K2.5Moonshot AI | 1454 | 2,628 | ±13.0 | 58.5 | $2.50 | |
| 57 | Qwen3 VL 235B A22B InstructQwen | 1452 | 262 | ±39.9 | Not benchmarked | $1.90 | |
| 58 | Gemini 3.5 Flash LiteGoogle | 1451 | 1,099 | ±19.0 | 33.6 | $2.50 | |
| 59 | GPT-5.1OpenAI | 1450 | 944 | ±19.9 | 53.3 | $10.00 | |
| 60 | Mistral Medium 3.5Mistral AI | 1448 | 453 | ±29.7 | 9.2 | $7.50 | |
| 61 | MiMo-V2.5Xiaomi | 1448 | 1,825 | ±15.5 | 34.0 | $0.238 | |
| 62 | DeepSeek V4 Pro 0813DeepSeek | 1446 | 315 | ±33.1 | 54.6 | $1.98 | |
| 63 | MiniMax M3MiniMax | 1444 | 2,399 | ±13.9 | 57.8 | $1.20 | |
| 64 | Qwen3.5-122B-A10BQwen | 1443 | 919 | ±20.5 | 22.9 | $2.08 | |
| 65 | GLM 5V TurboZ.ai | 1443 | 418 | ±29.4 | 28.8 | $4.00 | |
| 66 | GPT-5.4 MiniOpenAI | 1441 | 2,223 | ±14.4 | 28.2 | $4.50 | |
| 67 | DeepSeek V4 Flash 0423DeepSeek | 1439 | 2,002 | ±14.8 | 54.6 | $0.182 | |
| 68 | Step 5 PreviewStepFun | 1438 | 388 | ±30.9 | 71.4 | $2.70 | |
| 69 | Gemma 4 31BGoogle | 1436 | 269 | ±34.8 | 38.3 | $0.40 | |
| 70 | T Inkling SmallThinking Machines | 1435 | 1,135 | ±18.9 | 29.9 | $1.20 | |
| 71 | DeepSeek V3.2 ExpDeepSeek | 1434 | 227 | ±39.5 | 55.0 | $0.41 | |
| 72 | Claude Opus 4.1Anthropic | 1433 | 853 | ±21.1 | 27.2 | $75.00 | |
| 73 | GPT-6 AstraOpenAI | 1432 | 400 | ±30.5 | 88.7 | $50.00 | |
| 74 | Gemini 2.5 FlashGoogle | 1432 | 2,613 | ±12.6 | 28.7 | $2.50 | |
| 75 | GLM 4.7Z.ai | 1432 | 306 | ±33.5 | 33.6 | $1.98 | |
| 76 | Grok 4.7xAI | 1431 | 477 | ±28.2 | 75.0 | $6.00 | |
| 77 | o3OpenAI | 1430 | 826 | ±22.0 | 70.7 | $8.00 | |
| 78 | DeepSeek V3.2DeepSeek | 1429 | 1,243 | ±17.7 | 54.4 | $0.42 | |
| 79 | Hy3 previewTencent | 1425 | 234 | ±39.6 | 22.4 | $0.60 | |
| 80 | MiniMax M2.7MiniMax | 1424 | 3,297 | ±12.3 | 28.4 | $1.20 | |
| 81 | Gemini 3.1 Flash Lite PreviewGoogle | 1424 | 2,114 | ±14.5 | 8.1 | $1.50 | |
| 82 | Step 3.5 FlashStepFun | 1421 | 2,047 | ±14.5 | Not benchmarked | $0.30 | |
| 83 | Qwen3 30B A3B Instruct 2507Qwen | 1419 | 336 | ±32.0 | Not benchmarked | $0.30 | |
| 84 | GLM 4.5Z.ai | 1418 | 341 | ±31.8 | 64.2 | $2.20 | |
| 85 | R1 0528DeepSeek | 1417 | 237 | ±37.6 | 71.4 | $2.15 | |
| 86 | Qwen3 Next 80B A3B InstructQwen | 1414 | 388 | ±30.3 | Not benchmarked | $1.10 | |
| 87 | Qwen3.5-FlashQwen | 1413 | 2,266 | ±14.1 | 6.2 | $0.26 | |
| 88 | Qwen3.5-35B-A3BQwen | 1412 | 889 | ±20.8 | 7.7 | $1.00 | |
| 89 | Grok 4.3xAI | 1411 | 2,576 | ±13.6 | 22.5 | $2.50 | |
| 90 | Claude Haiku 4.5Anthropic | 1411 | 4,320 | ±10.9 | 49.8 | $5.00 | |
| 91 | Qwen3.5-27BQwen | 1410 | 848 | ±21.1 | 22.6 | $2.16 | |
| 92 | GPT-5OpenAI | 1409 | 433 | ±28.7 | 72.2 | $10.00 | |
| 93 | GPT-6 LunaOpenAI | 1408 | 2,755 | ±13.9 | 71.4 | $0.50 | |
| 94 | Nemotron 3 SuperNVIDIA | 1403 | 279 | ±34.9 | Not benchmarked | $2.40 | |
| 95 | Solar Pro 4Upstage | 1400 | 734 | ±22.9 | 24.4 | $0.60 | |
| 96 | GLM 4.5 AirZ.ai | 1400 | 520 | ±27.1 | Not benchmarked | $0.85 | |
| 97 | GPT-6 SolOpenAI | 1399 | 467 | ±28.5 | 82.8 | $10.00 | |
| 98 | Qwen3 Coder 480B A35BQwen | 1398 | 449 | ±29.6 | 50.0 | $1.00 | |
| 99 | Nemotron 3 Nano 30B A3BNVIDIA | 1396 | 375 | ±30.0 | Not benchmarked | $0.24 | |
| 100 | GPT-5.4 NanoOpenAI | 1395 | 2,089 | ±14.8 | Not benchmarked | $1.25 | |
| 101 | GPT-5 MiniOpenAI | 1386 | 414 | ±29.8 | 59.8 | $2.00 | |
| 102 | GPT-4.1OpenAI | 1382 | 741 | ±22.2 | 46.5 | $8.00 | |
| 103 | Nova 2 LiteAmazon | 1381 | 267 | ±36.4 | Not benchmarked | $2.50 | |
| 104 | MiniMax M1MiniMax | 1370 | 474 | ±26.9 | Not benchmarked | $2.20 | |
| 105 | gpt-oss-120bOpenAI | 1370 | 461 | ±27.9 | 34.5 | $0.60 | |
| 106 | Gemma 3 27BGoogle | 1368 | 657 | ±23.7 | 4.9 | $0.35 | |
| 107 | Mistral Medium 3Mistral AI | 1368 | 496 | ±26.3 | Not benchmarked | $2.00 | |
| 108 | Trinity Large ThinkingArcee AI | 1366 | 1,037 | ±20.3 | 5.4 | $0.80 | |
| 109 | o4 MiniOpenAI | 1364 | 616 | ±24.6 | 68.6 | $4.40 | |
| 110 | MiniMax M2.5MiniMax | 1363 | 1,302 | ±18.0 | 59.4 | $0.95 | |
| 111 | GPT-4.1 MiniOpenAI | 1358 | 582 | ±25.5 | 28.5 | $1.60 | |
| 112 | Qwen3 30B A3BQwen | 1352 | 352 | ±30.3 | Not benchmarked | $0.50 | |
| 113 | Qwen3 Next 80B A3B ThinkingQwen | 1351 | 218 | ±39.4 | Not benchmarked | $1.20 | |
| 114 | Command ACohere | 1351 | 776 | ±22.0 | Not benchmarked | $10.00 | |
| 115 | o1OpenAI | 1344 | 252 | ±37.0 | 61.7 | $60.00 | |
| 116 | MiniMax M2MiniMax | 1336 | 135 | ±54.5 | 45.3 | $1.02 | |
| 117 | o3 MiniOpenAI | 1334 | 203 | ±44.3 | 52.1 | $4.40 | |
| 118 | GLM 4.7 FlashZ.ai | 1332 | 261 | ±36.9 | Not benchmarked | $0.40 | |
| 119 | Mistral LargeMistral AI | 1325 | 204 | ±40.9 | Not benchmarked | $6.00 | |
| 120 | GPT-4o (2024-05-13)OpenAI | 1304 | 1,359 | ±21.1 | Not benchmarked | $15.00 | |
| 121 | GPT-4o-mini (2024-07-18)OpenAI | 1297 | 649 | ±24.6 | 3.6 | $0.60 | |
| 122 | Llama 4 ScoutMeta Llama | 1283 | 427 | ±29.6 | 9.1 | $0.30 | |
| 123 | Llama 3.3 70B InstructMeta Llama | 1282 | 575 | ±25.1 | Not benchmarked | $0.32 | |
| 124 | Qwen2.5 72B InstructQwen | 1280 | 340 | ±32.7 | Not benchmarked | $0.40 | |
| 125 | GPT-4 TurboOpenAI | 1276 | 1,402 | ±21.9 | Not benchmarked | $30.00 | |
| 126 | Mistral Small 3.1 24BMistral AI | 1273 | 457 | ±29.0 | Not benchmarked | $0.555 | |
| 127 | Nova Pro 1.0Amazon | 1271 | 222 | ±38.3 | Not benchmarked | $3.20 | |
| 128 | GPT-4o (2024-08-06)OpenAI | 1263 | 457 | ±28.4 | 23.1 | $10.00 | |
| 129 | Llama 3.1 70B InstructMeta Llama | 1262 | 501 | ±28.7 | Not benchmarked | $0.40 | |
| 130 | Llama 4 MaverickMeta Llama | 1259 | 597 | ±25.4 | 18.1 | $0.6525 | |
| 131 | Gemma 2 27BGoogle | 1248 | 793 | ±23.3 | Not benchmarked | $0.65 | |
| 132 | Nova Micro 1.0Amazon | 1238 | 163 | ±44.8 | Not benchmarked | $0.14 | |
| 133 | Nova Lite 1.0Amazon | 1238 | 170 | ±44.5 | Not benchmarked | $0.24 | |
| 134 | Phi 4Microsoft | 1224 | 205 | ±39.6 | Not benchmarked | $0.14 | |
| 135 | GPT-4OpenAI | 1220 | 839 | ±26.0 | 22.4 | $60.00 | |
| 136 | Mistral Small 3Mistral AI | 1204 | 142 | ±49.3 | Not benchmarked | $0.08 | |
| 137 | Llama 3.1 8B InstructMeta Llama | 1178 | 478 | ±29.8 | Not benchmarked | $0.08 |
Only models in our catalog are listed, and each appears once with its best published run. 172 rows were read from the source on October 21, 2026, and rows that match no catalog model are left out. Every other column is a figure the board publishes for the same run.