| Modèle / configuration | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
 Claude Opus 5.5 (Low, Default Fallback) | 0,313 | 0,586 | 0,483 | — | 38,867 | 0,807 | 1 240,33 | 0,177 | 0,256 | 0,529 | 0,847 | — | — | — | — | — | — | — |
| Claude Opus 5.5 (Medium, Default Fallback) | 0,525 | 0,593 | 0,547 | — | 40,317 | 0,843 | 1 593,33 | 0,277 | 0,256 | 0,612 | 0,857 | — | — | — | — | — | — | — |
| Claude Opus 5.5 (High, Default Fallback) | 0,566 | 0,604 | 0,556 | — | 40,633 | 0,827 | 1 713,33 | 0,309 | 0,288 | 0,632 | 0,858 | — | — | — | — | — | — | — |
| Claude Opus 5.5 (Xhigh, Default Fallback) | 0,596 | 0,65 | 0,575 | — | 42,65 | 0,847 | 1 836,67 | 0,317 | 0,266 | 0,65 | 0,866 | — | — | — | — | — | — | — |
| Claude Opus 5.5 (Max, Default Fallback) | 0,596 | 0,669 | 0,614 | — | 46,417 | 0,847 | 1 866,27 | 0,317 | 0,262 | 0,695 | 0,877 | — | — | — | — | — | — | — |
 Muse Wonder Full (Max) | 0,571 | 0,626 | 0,536 | — | 30,15 | 0,837 | 1 857,09 | 0,329 | 0,326 | 0,713 | — | — | — | — | — | — | — | — |
| Claude Fable 5.1 (Low, Default Fallback) | 0,404 | 0,567 | 0,489 | 0,881 | 34,133 | 0,823 | 1 477,71 | 0,277 | 0,28 | 0,522 | — | — | — | — | — | 0,39 | — | 0,85 |
| Claude Fable 5.1 (Medium, Default Fallback) | 0,449 | 0,564 | 0,538 | 0,886 | 37,6 | 0,847 | 1 554,69 | 0,291 | 0,268 | 0,547 | — | — | — | — | — | 0,41 | — | 0,88 |
| Claude Fable 5.1 (High, Default Fallback) | 0,52 | 0,587 | 0,559 | 0,906 | 40,8 | 0,837 | 1 644,9 | 0,303 | 0,268 | 0,553 | — | — | — | — | — | 0,431 | — | 0,899 |
| Claude Fable 5.1 (Xhigh, Default Fallback) | 0,551 | 0,609 | 0,587 | 0,934 | 42,383 | 0,83 | 1 739,93 | 0,311 | 0,262 | 0,578 | — | — | — | — | — | 0,458 | — | 0,91 |
| Claude Fable 5.1 (Max, Default Fallback) | 0,52 | 0,631 | 0,591 | 0,937 | 43,45 | 0,853 | 1 763,55 | 0,297 | 0,262 | 0,594 | — | — | — | — | — | 0,472 | — | 0,914 |
 GPT-6 Astra (Low) | 0,419 | 0,541 | 0,492 | 0,931 | 40,55 | 0,8 | 1 403,02 | 0,263 | 0,304 | 0,591 | 0,846 | — | — | — | — | 0,32 | — | 0,88 |
| GPT-6 Astra (Medium) | 0,495 | 0,542 | 0,527 | 0,939 | 42,217 | 0,797 | 1 498,04 | 0,291 | 0,304 | 0,646 | 0,851 | — | — | — | — | 0,355 | — | 0,895 |
| GPT-6 Astra (High) | 0,54 | 0,554 | 0,531 | 0,949 | 43,733 | 0,8 | 1 536,99 | 0,289 | 0,31 | 0,666 | 0,864 | — | — | — | — | 0,4 | — | 0,899 |
| GPT-6 Astra (Xhigh) | 0,596 | 0,557 | 0,546 | 0,963 | 43,417 | 0,8 | 1 569,33 | 0,314 | 0,322 | 0,672 | 0,862 | — | — | — | — | 0,431 | — | 0,891 |
| GPT-6 Astra (Max) | 0,591 | 0,565 | 0,547 | 0,961 | 43,4 | 0,807 | 1 584,4 | 0,317 | 0,31 | 0,685 | 0,869 | — | — | — | — | 0,414 | — | 0,884 |
 Gemini 4 Argon (High) | 0,571 | 0,618 | 0,571 | — | 42,35 | 0,797 | 1 631,09 | 0,271 | 0,218 | 0,775 | — | — | — | — | — | — | — | — |
| Muse Wonder (Max) | 0,52 | 0,603 | 0,501 | — | 25,483 | 0,807 | 1 770,34 | 0,283 | 0,306 | 0,681 | — | — | — | — | — | — | — | — |
| GPT-6.1 Sol (Low) | 0,308 | 0,532 | 0,474 | — | 37,633 | 0,84 | 1 322,56 | 0,249 | 0,27 | 0,526 | 0,831 | — | — | — | — | — | — | — |
| GPT-6.1 Sol (Medium) | 0,48 | 0,532 | 0,499 | — | 39,95 | 0,833 | 1 459,4 | 0,277 | 0,3 | 0,626 | 0,839 | — | — | — | — | — | — | — |
| GPT-6.1 Sol (High) | 0,515 | 0,558 | 0,514 | — | 41,45 | 0,823 | 1 520,91 | 0,3 | 0,32 | 0,645 | 0,849 | — | — | — | — | — | — | — |
| GPT-6.1 Sol (Xhigh) | 0,54 | 0,557 | 0,526 | — | 40,867 | 0,797 | 1 552,61 | 0,317 | 0,318 | 0,666 | 0,851 | — | — | — | — | — | — | — |
| GPT-6.1 Sol (Max) | 0,561 | 0,542 | 0,529 | — | 41,533 | 0,83 | 1 607,61 | 0,317 | 0,31 | 0,649 | 0,86 | — | — | — | — | — | — | — |
| GPT-6.1 Terra (Low) | 0,152 | 0,524 | 0,358 | — | 23,717 | 0,81 | 1 204,16 | 0,151 | 0,256 | 0,562 | 0,825 | — | — | — | — | — | — | — |
| GPT-6.1 Terra (Medium) | 0,323 | 0,516 | 0,402 | — | 27,1 | 0,807 | 1 325,12 | 0,214 | 0,284 | 0,578 | 0,828 | — | — | — | — | — | — | — |
| GPT-6.1 Terra (High) | 0,419 | 0,516 | 0,433 | — | 28,383 | 0,823 | 1 353,15 | 0,257 | 0,28 | 0,585 | 0,838 | — | — | — | — | — | — | — |
| GPT-6.1 Terra (Xhigh) | 0,465 | 0,534 | 0,437 | — | 28,7 | 0,817 | 1 415,29 | 0,266 | 0,266 | 0,599 | 0,838 | — | — | — | — | — | — | — |
| GPT-6.1 Terra (Max) | 0,556 | 0,551 | 0,462 | — | 29,783 | 0,827 | 1 476,05 | 0,28 | 0,286 | 0,602 | 0,847 | — | — | — | — | — | — | — |
 Grok 4.7 (Low) | 0,162 | 0,549 | 0,392 | — | 29,617 | 0,8 | 1 591,68 | 0,134 | 0,214 | 0,567 | 0,782 | — | — | — | — | — | — | — |
| Grok 4.7 (High) | 0,247 | 0,578 | 0,423 | — | 30,9 | 0,77 | 1 716,55 | 0,18 | 0,232 | 0,635 | — | — | — | — | — | — | — | — |
| Grok 4.7 (Xhigh) | 0,258 | 0,574 | 0,431 | — | 32,033 | 0,767 | 1 721,59 | 0,177 | 0,2 | 0,656 | — | — | — | — | — | — | — | — |
| Claude Haiku 5.5 (Low) | 0,126 | 0,492 | 0,27 | — | 3,25 | 0,72 | 1 130,82 | 0,091 | 0,112 | 0,229 | — | — | — | — | — | — | — | — |
| Claude Haiku 5.5 (Medium) | 0,152 | 0,49 | 0,338 | — | 4,467 | 0,773 | 1 283 | 0,129 | 0,152 | 0,286 | — | — | — | — | — | — | — | — |
| Claude Haiku 5.5 (High) | 0,217 | 0,487 | 0,373 | — | 5,75 | 0,773 | 1 424,51 | 0,186 | 0,172 | 0,337 | — | — | — | — | — | — | — | — |
| Claude Haiku 5.5 (Xhigh) | 0,293 | 0,517 | 0,427 | — | 6,05 | 0,783 | 1 520,97 | 0,226 | 0,182 | 0,36 | — | — | — | — | — | — | — | — |
| Claude Haiku 5.5 (Max) | 0,328 | 0,55 | 0,444 | — | 10,667 | 0,827 | 1 628,16 | 0,189 | 0,208 | 0,354 | — | — | — | — | — | — | — | — |
| GPT-6 Luna (Low) | 0 | 0,469 | 0,203 | — | -9,167 | 0,74 | 1 040,9 | 0,026 | 0,09 | 0,12 | 0,76 | — | — | — | — | — | — | — |
| GPT-6 Luna (Medium) | 0,025 | 0,509 | 0,283 | — | -5,05 | 0,783 | 1 270,95 | 0,106 | 0,138 | 0,405 | 0,779 | — | — | — | — | — | — | — |
| GPT-6 Luna (High) | 0,045 | 0,503 | 0,329 | — | -5,5 | 0,793 | 1 352,33 | 0,154 | 0,182 | 0,478 | 0,775 | — | — | — | — | — | — | — |
| GPT-6 Luna (Xhigh) | 0,081 | 0,517 | 0,343 | — | -1,833 | 0,8 | 1 373,25 | 0,174 | 0,186 | 0,478 | 0,797 | — | — | — | — | — | — | — |
| GPT-6 Luna (Max) | 0,126 | 0,546 | 0,385 | — | 0,65 | 0,833 | 1 444,72 | 0,194 | 0,228 | 0,532 | 0,797 | — | — | — | — | — | — | — |
| Modèle / configuration | ||||||
|---|---|---|---|---|---|---|
| Claude Opus 5.5 (Low, Default Fallback) | 45,902 | 48,499 | 51,621 | 42,586 | 44,599 | 52,532 |
| Claude Opus 5.5 (Medium, Default Fallback) | 54,133 | 57,48 | 57,436 | 48,818 | 53,736 | 59,688 |
| Claude Opus 5.5 (High, Default Fallback) | 55,92 | 59,248 | 58,975 | 49,29 | 56,196 | 60,623 |
| Claude Opus 5.5 (Xhigh, Default Fallback) | 58,429 | 61,632 | 60,759 | 53,016 | 58,741 | 62,98 |
| Claude Opus 5.5 (Max, Default Fallback) | 60,73 | 63,679 | 63,26 | 54,703 | 60,355 | 65,605 |
| Muse Wonder Full (Max) | 54,152 | 57,767 | 54,735 | — | 56,968 | 60,726 |
| Claude Fable 5.1 (Low, Default Fallback) | 48,691 | 51,185 | 53,467 | 43,802 | 48,74 | 55,103 |
| Claude Fable 5.1 (Medium, Default Fallback) | 51,329 | 53,857 | 56,707 | 44,572 | 51,483 | 57,802 |
| Claude Fable 5.1 (High, Default Fallback) | 53,768 | 56,12 | 58,087 | 47,484 | 54,498 | 60,196 |
| Claude Fable 5.1 (Xhigh, Default Fallback) | 56,234 | 58,406 | 60,797 | 48,591 | 56,785 | 62,368 |
| Claude Fable 5.1 (Max, Default Fallback) | 56,417 | 59,672 | 60,492 | 49,671 | 56,47 | 62,671 |
| GPT-6 Astra (Low) | 48,592 | 49,915 | 52,922 | 46,344 | 47,741 | 54,663 |
| GPT-6 Astra (Medium) | 52,193 | 54,219 | 56,621 | 50 | 51,654 | 57,795 |
| GPT-6 Astra (High) | 53,219 | 55,486 | 57,915 | 50,64 | 52,978 | 58,432 |
| GPT-6 Astra (Xhigh) | 54,41 | 56,737 | 58,195 | 51,455 | 54,718 | 59,467 |
| GPT-6 Astra (Max) | 55,244 | 57,341 | 58,531 | 52,667 | 54,707 | 59,831 |
| Gemini 4 Argon (High) | 53,792 | 56,241 | 60,025 | 47,82 | 55,217 | 60,419 |
| Muse Wonder (Max) | 51,324 | 54,816 | 51,959 | 48,099 | 53,772 | 57,694 |
| GPT-6.1 Sol (Low) | 45,497 | 45,727 | 49,946 | 42,013 | 43,863 | 52,354 |
| GPT-6.1 Sol (Medium) | 50,361 | 52,607 | 54,428 | 47,005 | 49,662 | 55,989 |
| GPT-6.1 Sol (High) | 52,59 | 54,858 | 56,197 | 49,016 | 51,896 | 57,63 |
| GPT-6.1 Sol (Xhigh) | 53,198 | 55,989 | 56,843 | 49,881 | 53,245 | 58,273 |
| GPT-6.1 Sol (Max) | 53,984 | 56,979 | 57,695 | 51,845 | 53,903 | 59,282 |
| GPT-6.1 Terra (Low) | 38,186 | 41,899 | 41,966 | — | 35,461 | 44,417 |
| GPT-6.1 Terra (Medium) | 42,668 | 45,364 | 45,502 | — | 41,716 | 48,629 |
| GPT-6.1 Terra (High) | 43,886 | 47,015 | 47,02 | — | 44,717 | 50,576 |
| GPT-6.1 Terra (Xhigh) | 45,741 | 47,909 | 47,884 | — | 46,364 | 51,559 |
| GPT-6.1 Terra (Max) | 47,081 | 49,542 | 49,029 | — | 49,134 | 53,579 |
| Grok 4.7 (Low) | 48,002 | 50,783 | 50,656 | 44,292 | 42,492 | 52,833 |
| Grok 4.7 (High) | 51,724 | 54,37 | 54,169 | 46,662 | 46,563 | 55,279 |
| Grok 4.7 (Xhigh) | 51,932 | 54,429 | 54,135 | 47,94 | 47,434 | 55,651 |
| Claude Haiku 5.5 (Low) | 28,782 | 27,975 | 30,648 | 26,965 | 31,21 | 37,461 |
| Claude Haiku 5.5 (Medium) | 35,447 | 33,536 | 35,542 | 31,977 | 35,232 | 43,275 |
| Claude Haiku 5.5 (High) | 37,678 | 37,493 | 37,606 | 34,066 | 39,164 | 45,84 |
| Claude Haiku 5.5 (Xhigh) | 40,786 | 39,282 | 39,901 | 35,432 | 43,102 | 48,704 |
| Claude Haiku 5.5 (Max) | 43,9 | 40,384 | 42,275 | 39,881 | 44,882 | 51,227 |
| GPT-6 Luna (Low) | 24,315 | 22,755 | 25,491 | 23,037 | 22,82 | 30,072 |
| GPT-6 Luna (Medium) | 32,885 | 37,474 | 33,042 | 32,354 | 29,387 | 37,1 |
| GPT-6 Luna (High) | 36,442 | 41,243 | 35,43 | 34,078 | 31,848 | 40,026 |
| GPT-6 Luna (Xhigh) | 37,246 | 42,644 | 37,243 | 35,913 | 33,702 | 41,643 |
| GPT-6 Luna (Max) | 40,297 | 45,739 | 40,278 | 38,898 | 37,094 | 45,216 |
Comparez les scores des modèles par date de sortie.
324 sur 520 affichés
Frontière de Pareto| Classement | Modèle | Score | Publié | Source |
|---|---|---|---|---|
| 1 | Claude Opus 5.5 (Maximum)Anthropic | 57,6 | 22 sept. 2026 | |
| 2 | Claude Opus 5.5 (Très élevé)Anthropic | 56 | 22 sept. 2026 | |
| 2 | Claude Sonnet 5.5 (Maximum)Anthropic | 56 | 28 sept. 2026 | |
| 4 | 55,8 | 12 oct. 2026 | ||
| 5 |  Kimi K3.1 Pro (Par défaut)Moonshot | 55,1 | 23 oct. 2026 | |
| 6 | Claude Opus 5.5 (Élevé)Anthropic | 53,6 | 22 sept. 2026 | |
| 7 | Claude Fable 5.1 (Maximum)Anthropic | 53,4 | 01 sept. 2026 | |
| 8 | Claude Fable 5.1 (Très élevé)Anthropic | 53,2 | 01 sept. 2026 | |
| 9 | GPT-6 Astra (Maximum)OpenAI | 52,7 | 03 sept. 2026 | |
| 10 | Gemini 4 Argon (Élevé)Google | 52,6 | 13 oct. 2026 | |
| 11 | GPT-6 Astra (Très élevé)OpenAI | 52,4 | 03 sept. 2026 | |
| 11 | 52,4 | 12 oct. 2026 | ||
| 13 | Claude Sonnet 5.5 (Très élevé)Anthropic | 51,9 | 28 sept. 2026 | |
| 14 | GPT-6.1 Sol (Maximum)OpenAI | 51,8 | 29 sept. 2026 | |
| 15 | Claude Opus 5.5 (Moyen)Anthropic | 51,2 | 22 sept. 2026 | |
| 15 | Claude Fable 5.1 (Élevé)Anthropic | 51,2 | 01 sept. 2026 | |
| 17 | GPT-6.1 Sol (Très élevé)OpenAI | 51 | 29 sept. 2026 | |
| 18 | GPT-6 Astra (Élevé)OpenAI | 50,9 | 03 sept. 2026 | |
| 19 | Claude Opus 5 (Maximum)Anthropic | 50,8 | 24 juil. 2026 | |
| 20 | GPT-6.1 Sol (Élevé)OpenAI | 50,2 | 29 sept. 2026 | |
| 21 | Claude Opus 5 (Très élevé)Anthropic | 49,7 | 24 juil. 2026 | |
| 22 | GPT-6 Astra (Moyen)OpenAI | 49,6 | 03 sept. 2026 | |
| 22 | Claude Fable 5 (Maximum)Anthropic | 49,6 | 09 juin 2026 | |
| 24 | Claude Fable 5.1 (Moyen)Anthropic | 48,9 | 01 sept. 2026 | |
| 25 | Claude Opus 5 (Élevé)Anthropic | 48,1 | 24 juil. 2026 |
