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Artificial Analysis

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v5.0v4

Coût et intelligence

Temps par tâche et intelligence

Tokens de sortie par tâche

LFaibleMMoyenHÉlevéXTrès élevéMxMaximum

Total des tokens de sortie

LFaibleMMoyenHÉlevéXTrès élevéMxMaximum

Coût par tâche

LFaibleMMoyenHÉlevéXTrès élevéMxMaximum

Coût total de l’évaluation

LFaibleMMoyenHÉlevéXTrès élevéMxMaximum

Benchmarks individuels

Configurations évaluées
Modèle / configuration
Claude Opus 5.5 (Low, Default Fallback)0,3130,5860,483—39,0330,8071 240,150,1770,2560,5290,847———————
Claude Opus 5.5 (Medium, Default Fallback)0,5250,5930,547—39,7670,8431 592,560,2770,2560,6120,857———————
Claude Opus 5.5 (High, Default Fallback)0,5660,6040,556—42,3670,8271 713,60,3090,2880,6320,858———————
Claude Opus 5.5 (Xhigh, Default Fallback)0,5960,650,575—43,1330,8471 835,030,3170,2660,650,866———————
Claude Opus 5.5 (Max, Default Fallback)0,5960,6690,614—48,1330,8471 866,270,3170,2620,6950,877———————
GPT-6 Astra (Low)0,4190,5410,4920,93140,30,81 403,260,2630,3040,5910,846————0,32—0,88
GPT-6 Astra (Medium)0,4950,5420,5270,93941,40,7971 498,470,2910,3040,6460,851————0,355—0,895
GPT-6 Astra (High)0,540,5540,5310,94944,5670,81 536,040,2890,310,6660,864————0,4—0,899
GPT-6 Astra (Xhigh)0,5960,5570,5460,96343,6670,81 569,360,3140,3220,6720,862————0,431—0,891
GPT-6 Astra (Max)0,5910,5650,5470,96142,4330,8071 583,690,3170,310,6850,869————0,414—0,884
GPT-6.1 Sol (Low)0,3080,5320,474—380,841 321,980,2490,270,5260,831———————
GPT-6.1 Sol (Medium)0,480,5320,499—40,1670,8331 459,050,2770,30,6260,839———————
GPT-6.1 Sol (High)0,5150,5580,514—410,8231 520,450,30,320,6450,849———————
GPT-6.1 Sol (Xhigh)0,540,5570,526—42,3670,7971 554,80,3170,3180,6660,851———————
GPT-6.1 Sol (Max)0,5610,5420,529—42,0330,831 608,890,3170,310,6490,86———————
GPT-6.1 Terra (Low)0,1520,5240,358—22,9330,811 203,750,1510,2560,5620,825———————
GPT-6.1 Terra (Medium)0,3230,5160,402—26,60,8071 324,70,2140,2840,5780,828———————
GPT-6.1 Terra (High)0,4190,5160,433—27,7670,8231 352,740,2570,280,5850,838———————
GPT-6.1 Terra (Xhigh)0,4650,5340,437—28,9330,8171 414,870,2660,2660,5990,838———————
GPT-6.1 Terra (Max)0,5560,5510,462—29,5670,8271 475,630,280,2860,6020,847———————
Gemini 4 Argon (High)0,5710,6180,571—46,10,7971 630,660,2710,2180,775————————
Muse Wonder Full (Max)0,5710,6260,536—30,60,8371 857,090,3290,3260,713————————
Claude Fable 5.1 (Low, Default Fallback)0,4040,5670,4890,88133,9330,8231 476,70,2770,280,522—————0,39—0,85
Claude Fable 5.1 (Medium, Default Fallback)0,4490,5640,5380,88636,4330,8471 554,230,2910,2680,547—————0,41—0,88
Claude Fable 5.1 (High, Default Fallback)0,520,5870,5590,90639,9330,8371 644,080,3030,2680,553—————0,431—0,899
Claude Fable 5.1 (Xhigh, Default Fallback)0,5510,6090,5870,93444,3330,831 740,220,3110,2620,578—————0,458—0,91
Claude Fable 5.1 (Max, Default Fallback)0,520,6310,5910,93746,2670,8531 763,290,2970,2620,594—————0,472—0,914
Muse Wonder (Max)0,520,6030,501—25,10,8071 770,340,2830,3060,681————————
Claude Haiku 5.5 (Low)0,1260,4920,27—2,1670,721 130,360,0910,1120,229————————
Claude Haiku 5.5 (Medium)0,1520,490,338—4,1670,7731 282,50,1290,1520,286————————
Claude Haiku 5.5 (High)0,2170,4870,373—5,30,7731 424,290,1860,1720,337————————
Claude Haiku 5.5 (Xhigh)0,2930,5170,427—7,8330,7831 521,540,2260,1820,36————————
Claude Haiku 5.5 (Max)0,3280,550,444—12,30,8271 630,830,1890,2080,354————————
Grok 4.7 (Low)0,1620,5490,392—27,40,81 591,40,1340,2140,5670,782———————
Grok 4.7 (High)0,2470,5780,423—300,771 715,80,180,2320,635————————
Grok 4.7 (Xhigh)0,2580,5740,431—31,2330,7671 718,420,1770,20,656————————
GPT-6 Luna (Low)00,4690,203—-18,10,741 040,480,0260,090,120,76———————
GPT-6 Luna (Medium)0,0250,5090,283—-13,5670,7831 270,450,1060,1380,4050,779———————
GPT-6 Luna (High)0,0450,5030,329—-12,80,7931 352,10,1540,1820,4780,775———————
GPT-6 Luna (Xhigh)0,0810,5170,343—-12,9670,81 372,520,1740,1860,4780,797———————
GPT-6 Luna (Max)0,1260,5460,385—-8,2670,8331 444,460,1940,2280,5320,797———————

Compétences sectorielles

Configurations évaluées
Modèle / configuration
Claude Opus 5.5 (Low, Default Fallback)42,17447,50443,47645,1442,96745,155
Claude Opus 5.5 (Medium, Default Fallback)50,74555,98849,7151,4253,59954,329
Claude Opus 5.5 (High, Default Fallback)53,25557,56951,95352,48357,69656,892
Claude Opus 5.5 (Xhigh, Default Fallback)55,7259,00254,72355,51462,47260,004
Claude Opus 5.5 (Max, Default Fallback)59,39961,44358,03957,91764,57662,327
GPT-6 Astra (Low)48,12149,87947,68844,98249,52447,826
GPT-6 Astra (Medium)53,69155,66351,82949,6456,69853,901
GPT-6 Astra (High)56,13457,19655,06251,56559,97756,645
GPT-6 Astra (Xhigh)56,8157,86155,65452,6560,32957,793
GPT-6 Astra (Max)57,37857,97555,56953,73161,79558,322
GPT-6.1 Sol (Low)44,2545,57342,92739,67842,2743,438
GPT-6.1 Sol (Medium)50,60253,25949,00245,81751,85350,267
GPT-6.1 Sol (High)53,17855,44351,77348,81355,27653,669
GPT-6.1 Sol (Xhigh)55,20957,23853,68250,75657,30155,716
GPT-6.1 Sol (Max)56,22857,61353,66452,03459,25357,424
GPT-6.1 Terra (Low)37,94342,17637,256—35,01635,996
GPT-6.1 Terra (Medium)42,49545,44940,499—42,56241,067
GPT-6.1 Terra (High)44,20847,44942,5—46,32543,627
GPT-6.1 Terra (Xhigh)47,63648,65943,765—49,11746,741
GPT-6.1 Terra (Max)48,99450,01546,38444,72354,38649,323
Gemini 4 Argon (High)55,92457,20154,57651,28257,30253,963
Muse Wonder Full (Max)55,22857,89850,72551,88654,92155,565
Claude Fable 5.1 (Low, Default Fallback)47,71951,13446,68844,06445,36749,178
Claude Fable 5.1 (Medium, Default Fallback)47,46952,30548,08245,31150,04850,997
Claude Fable 5.1 (High, Default Fallback)49,61353,79349,81747,8954,14853,727
Claude Fable 5.1 (Xhigh, Default Fallback)53,50956,43553,73150,53756,88457,944
Claude Fable 5.1 (Max, Default Fallback)53,8257,96754,49751,17456,58958,933
Muse Wonder (Max)51,1354,48246,86948,70349,30350,886
Claude Haiku 5.5 (Low)28,50727,28827,11824,83926,84729,548
Claude Haiku 5.5 (Medium)34,87732,97332,60430,69831,79535,55
Claude Haiku 5.5 (High)37,84337,1135,03932,19136,25339,44
Claude Haiku 5.5 (Xhigh)41,10739,13837,14734,11340,2642,633
Claude Haiku 5.5 (Max)43,55939,11538,66737,49842,28844,348
Grok 4.7 (Low)45,29949,25844,40242,89737,43742,752
Grok 4.7 (High)50,62153,1546,62346,35641,46647,238
Grok 4.7 (Xhigh)51,68954,82747,19646,59940,95147,584
GPT-6 Luna (Low)17,17516,80116,34816,16818,72718,722
GPT-6 Luna (Medium)26,28533,75824,45927,40424,77727,503
GPT-6 Luna (High)29,2637,78826,66329,24827,20729,847
GPT-6 Luna (Xhigh)30,55139,39328,38230,48928,83932,105
GPT-6 Luna (Max)33,86843,18832,21134,82433,19935,485
Modèles 11
/

Raisonnement

De pointe
Notables
Source : Artificial Analysis
Indice v5.0Dernière synchronisation 31 oct. 2026
Configurations évaluées41
Configurations évaluées
Modèle / configurationIntelligenceTokens de sortie par tâcheTotal des tokens de sortieCoût par tâche (USD)Coût total de l’évaluation (USD)Temps par tâche (s)
Claude Fable 5.1 (Low, Default Fallback)38,483648810737 836,512721236 344 4454,471135894653 885,93502864413,730600196
GPT-6.1 Sol (Xhigh)52,308219253330 241,183947533 286 2830,763994935616717,708156949425,698330478
GPT-6 Luna (Xhigh)23,300872808943 893,214103356 118 4510,10409320921185,744011654362,243332216
GPT-6 Astra (Xhigh)55,25574685726 723,758595432 284 6723,658926490613 746,21535857406,085509866
Claude Haiku 5.5 (High)29,624315467788 064,347804989 814 0620,158560319567121,413039537305,719268626
Grok 4.7 (Low)30,882077602642 669,584907651 253 4682,922201301192 168,64512758588,121973091
Grok 4.7 (High)35,01229629689 127,175774123 196 0746,183595565384 721,607424971 113,10958533
GPT-6 Astra (Max)56,853855959751 973,198976454 327 8596,24466694365 661,17948256658,382490935
Claude Opus 5.5 (Max, Default Fallback)58,4060336079173 312,638857218 145 40810,03640971958 909,667015651 140,77864281
GPT-6 Luna (Medium)18,304215619219 823,2381824 887 3510,042201836106539,5503276316—
Claude Fable 5.1 (Medium, Default Fallback)42,971597828348 545,495652449 158 5315,564264690224 896,57665942536,274658397
GPT-6.1 Sol (High)50,229123193722 606,199071824 651 1300,590985351578573,167791013374,606289867
Claude Fable 5.1 (Max, Default Fallback)49,0102124158117 940,937972163 073 49712,993997201213 326,77852231 073,88598588
Claude Haiku 5.5 (Xhigh)34,3387759487136 176,990729150 911 6150,248361101266192,695109987466,539286921
Claude Haiku 5.5 (Low)18,618005531128 160,550009229 899 4880,04375768638239,6028900779115,218049314
Claude Opus 5.5 (Low, Default Fallback)34,502785007819 059,557465721 114 6340,975529322446979,656483804153,000427601
Grok 4.7 (Xhigh)34,335011706792 969,506435142 604 7457,511769586415 784,27246391 089,75456883
GPT-6 Luna (Max)27,755200493875 296,0523656109 588 3160,151955757321136,060821851631,021642241
Claude Haiku 5.5 (Max)36,234543588225 965,959716297 721 9150,411007415368339,472802241592,373239664
GPT-6 Luna (High)21,379017086532 839,141229240 451 6070,072947764731962,5750472458287,856450326
Claude Fable 5.1 (Xhigh, Default Fallback)49,671638424997 058,7880449114 929 20610,847474706110 096,622785970,62018404
Claude Fable 5.1 (High, Default Fallback)47,024988245666 030,713467269 641 4427,539956160236 617,89007374733,231047376
GPT-6.1 Sol (Medium)46,146879706713 518,335935215 120 8330,359389864803388,568776851264,321113566
GPT-6 Astra (Low)43,03498232299 125,8089996110 270 3071,423722963571 650,74841495156,962743118
Claude Haiku 5.5 (Medium)24,551325434353 335,116519852 730 4060,091764558406772,6994579627195,301464617
GPT-6.1 Terra (Max)50,976518857759 883,164717999 386 0520,961108031082972,335839003610,145274863
GPT-6.1 Sol (Max)54,508733813867 823,691737863 661 0061,272063267941 123,97392095927,671787286
GPT-6 Luna (Low)9,666108123363 295,890335395 823 0650,005115255188529,0871927933526,2601585366
GPT-6.1 Terra (Medium)38,115207667810 875,462740813 627 2170,168804582384190,360237377118,859280809
GPT-6.1 Terra (Low)29,21692807924 422,172267517 189 0280,0713375620517111,16060431248,2504205658
Gemini 4 Argon (High)50,4121935905116 368,029068113 329 2247,682671372526 102,837003631 363,84651098
Claude Opus 5.5 (Xhigh, Default Fallback)56,9947060171103 395,266992100 823 9076,047194490854 765,90876597792,738520875
GPT-6 Astra (High)54,849838322523 133,469636525 584 8563,238571968553 203,9990981356,028422567
GPT-6.1 Sol (Low)34,50292443155 837,994676268 177 4810,161473578318237,907998542112,769004749
GPT-6.1 Terra (Xhigh)44,950051789126 199,659183234 722 7630,400689001667400,175781606283,216645159
GPT-6 Astra (Medium)51,454839386418 051,624427118 172 7042,732438933012 638,28926372318,188702459
Muse Wonder Full (Max)49,727212362788 475,6149841111 539 103———
GPT-6.1 Terra (High)42,334450871316 746,477322420 580 0340,259279646617266,794983365180,100229908
Claude Opus 5.5 (Medium, Default Fallback)48,058102496143 816,546478842 531 1632,451089437662 031,26960729346,911299325
Claude Opus 5.5 (High, Default Fallback)51,685995822760 070,958555456 144 3693,46466228212 715,98000128473,897676499
Muse Wonder (Max)43,324822599896 063,0990918113 389 7086,952036478615 414,45363704682,093132618
Comparaisons de l’indice
Évolution

Évolution des scores

Comparez les scores des modèles par date de sortie.

86 sur 86 affichés

Frontière de Pareto
Modèles avec résultats

Résultats des modèles

ClassementModèleScorePubliéSource
1
Claude Opus 5.5 (Maximum)Anthropic
58,422 sept. 2026
2
Claude Opus 5.5 (Très élevé)Anthropic
5722 sept. 2026
3
GPT-6 Astra (Maximum)OpenAI
56,903 sept. 2026
4
GPT-6 Astra (Très élevé)OpenAI
55,303 sept. 2026
5
GPT-6 Astra (Élevé)OpenAI
54,803 sept. 2026
6
GPT-6.1 Sol (Maximum)OpenAI
54,529 sept. 2026
7
Claude Sonnet 5.5 (Maximum)Anthropic
54,228 sept. 2026
8
GPT-6.1 Sol (Très élevé)OpenAI
52,329 sept. 2026
9
Claude Opus 5.5 (Élevé)Anthropic
51,722 sept. 2026
10
GPT-6 Astra (Moyen)OpenAI
51,503 sept. 2026
11
GPT-6.1 Terra (Maximum)OpenAI
5126 oct. 2026
12
Gemini 4 Argon (Élevé)Google
50,413 oct. 2026
13
GPT-6.1 Sol (Élevé)OpenAI
50,229 sept. 2026
14
Claude Fable 5.1 (Très élevé)Anthropic
49,701 sept. 2026
14
Muse Wonder Full (Maximum)Meta
49,712 oct. 2026
16
Claude Sonnet 5.5 (Très élevé)Anthropic
49,628 sept. 2026
17
Claude Fable 5.1 (Maximum)Anthropic
4901 sept. 2026
18
Claude Opus 5.5 (Moyen)Anthropic
48,122 sept. 2026
19
Claude Fable 5.1 (Élevé)Anthropic
4701 sept. 2026
20
GPT-6.1 Sol (Moyen)OpenAI
46,129 sept. 2026
21
Kimi K3.1 Pro (Par défaut)Moonshot
4623 oct. 2026
22
GPT-6.1 Terra (Très élevé)OpenAI
4526 oct. 2026
23
Muse Wonder 1.0 (Maximum)Meta
43,312 oct. 2026
24
GPT-6 Astra (Faible)OpenAI
4303 sept. 2026
24
Claude Fable 5.1 (Moyen)Anthropic
4301 sept. 2026
Autres benchmarks7
  • Artificial Analysis Progress Index v1
  • AA-LCR
  • AA-Omniscience
  • AA Omniscience (index) - public split only (our results)
  • AA-Briefcase
  • AA-Index
  • Artificial Analysis Text-to-Video Rank