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Artificial Analysis

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v5.0v4

Coste e inteligencia

Tiempo por tarea e inteligencia

Tokens de salida por tarea

LBajoMMedioHAltoXMuy altoMxMáximo

Tokens de salida totales

LBajoMMedioHAltoXMuy altoMxMáximo

Coste por tarea

LBajoMMedioHAltoXMuy altoMxMáximo

Coste total de evaluación

LBajoMMedioHAltoXMuy altoMxMáximo

Benchmarks individuales

Configuraciones evaluadas
Modelo / configuración
Claude Opus 5.5 (Low, Default Fallback)0,3130,5860,483—39,0330,8071240,150,1770,2560,5290,847———————
Claude Opus 5.5 (Medium, Default Fallback)0,5250,5930,547—39,7670,8431592,560,2770,2560,6120,857———————
Claude Opus 5.5 (High, Default Fallback)0,5660,6040,556—42,3670,8271713,60,3090,2880,6320,858———————
Claude Opus 5.5 (Xhigh, Default Fallback)0,5960,650,575—43,1330,8471835,030,3170,2660,650,866———————
Claude Opus 5.5 (Max, Default Fallback)0,5960,6690,614—48,1330,8471866,270,3170,2620,6950,877———————
GPT-6 Astra (Low)0,4190,5410,4920,93140,30,81403,260,2630,3040,5910,846————0,32—0,88
GPT-6 Astra (Medium)0,4950,5420,5270,93941,40,7971498,470,2910,3040,6460,851————0,355—0,895
GPT-6 Astra (High)0,540,5540,5310,94944,5670,81536,040,2890,310,6660,864————0,4—0,899
GPT-6 Astra (Xhigh)0,5960,5570,5460,96343,6670,81569,360,3140,3220,6720,862————0,431—0,891
GPT-6 Astra (Max)0,5910,5650,5470,96142,4330,8071583,690,3170,310,6850,869————0,414—0,884
GPT-6.1 Sol (Low)0,3080,5320,474—380,841321,980,2490,270,5260,831———————
GPT-6.1 Sol (Medium)0,480,5320,499—40,1670,8331459,050,2770,30,6260,839———————
GPT-6.1 Sol (High)0,5150,5580,514—410,8231520,450,30,320,6450,849———————
GPT-6.1 Sol (Xhigh)0,540,5570,526—42,3670,7971554,80,3170,3180,6660,851———————
GPT-6.1 Sol (Max)0,5610,5420,529—42,0330,831608,890,3170,310,6490,86———————
GPT-6.1 Terra (Low)0,1520,5240,358—22,9330,811203,750,1510,2560,5620,825———————
GPT-6.1 Terra (Medium)0,3230,5160,402—26,60,8071324,70,2140,2840,5780,828———————
GPT-6.1 Terra (High)0,4190,5160,433—27,7670,8231352,740,2570,280,5850,838———————
GPT-6.1 Terra (Xhigh)0,4650,5340,437—28,9330,8171414,870,2660,2660,5990,838———————
GPT-6.1 Terra (Max)0,5560,5510,462—29,5670,8271475,630,280,2860,6020,847———————
Gemini 4 Argon (High)0,5710,6180,571—46,10,7971630,660,2710,2180,775————————
Muse Wonder Full (Max)0,5710,6260,536—30,60,8371857,090,3290,3260,713————————
Claude Fable 5.1 (Low, Default Fallback)0,4040,5670,4890,88133,9330,8231476,70,2770,280,522—————0,39—0,85
Claude Fable 5.1 (Medium, Default Fallback)0,4490,5640,5380,88636,4330,8471554,230,2910,2680,547—————0,41—0,88
Claude Fable 5.1 (High, Default Fallback)0,520,5870,5590,90639,9330,8371644,080,3030,2680,553—————0,431—0,899
Claude Fable 5.1 (Xhigh, Default Fallback)0,5510,6090,5870,93444,3330,831740,220,3110,2620,578—————0,458—0,91
Claude Fable 5.1 (Max, Default Fallback)0,520,6310,5910,93746,2670,8531763,290,2970,2620,594—————0,472—0,914
Muse Wonder (Max)0,520,6030,501—25,10,8071770,340,2830,3060,681————————
Claude Haiku 5.5 (Low)0,1260,4920,27—2,1670,721130,360,0910,1120,229————————
Claude Haiku 5.5 (Medium)0,1520,490,338—4,1670,7731282,50,1290,1520,286————————
Claude Haiku 5.5 (High)0,2170,4870,373—5,30,7731424,290,1860,1720,337————————
Claude Haiku 5.5 (Xhigh)0,2930,5170,427—7,8330,7831521,540,2260,1820,36————————
Claude Haiku 5.5 (Max)0,3280,550,444—12,30,8271630,830,1890,2080,354————————
Grok 4.7 (Low)0,1620,5490,392—27,40,81591,40,1340,2140,5670,782———————
Grok 4.7 (High)0,2470,5780,423—300,771715,80,180,2320,635————————
Grok 4.7 (Xhigh)0,2580,5740,431—31,2330,7671718,420,1770,20,656————————
GPT-6 Luna (Low)00,4690,203—-18,10,741040,480,0260,090,120,76———————
GPT-6 Luna (Medium)0,0250,5090,283—-13,5670,7831270,450,1060,1380,4050,779———————
GPT-6 Luna (High)0,0450,5030,329—-12,80,7931352,10,1540,1820,4780,775———————
GPT-6 Luna (Xhigh)0,0810,5170,343—-12,9670,81372,520,1740,1860,4780,797———————
GPT-6 Luna (Max)0,1260,5460,385—-8,2670,8331444,460,1940,2280,5320,797———————

Capacidades por área

Configuraciones evaluadas
Modelo / configuración
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
Modelos 11
/

Razonamiento

Avanzados
Destacados
Fuente: Artificial Analysis
Índice v5.0Última sincronización 31 oct 2026
Configuraciones evaluadas41
Configuraciones evaluadas
Modelo / configuraciónInteligenciaTokens de salida por tareaTokens de salida totalesCoste por tarea (USD)Coste total de evaluación (USD)Tiempo por tarea (s)
Claude Fable 5.1 (Low, Default Fallback)38,483648810737.836,512721236.344.4454,471135894653885,93502864413,730600196
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)55,25574685726.723,758595432.284.6723,658926490613746,21535857406,085509866
Claude Haiku 5.5 (High)29,624315467788.064,347804989.814.0620,158560319567121,413039537305,719268626
Grok 4.7 (Low)30,882077602642.669,584907651.253.4682,922201301192168,64512758588,121973091
Grok 4.7 (High)35,01229629689.127,175774123.196.0746,183595565384721,607424971113,10958533
GPT-6 Astra (Max)56,853855959751.973,198976454.327.8596,24466694365661,17948256658,382490935
Claude Opus 5.5 (Max, Default Fallback)58,4060336079173.312,638857218.145.40810,03640971958909,667015651140,77864281
GPT-6 Luna (Medium)18,304215619219.823,2381824.887.3510,042201836106539,5503276316—
Claude Fable 5.1 (Medium, Default Fallback)42,971597828348.545,495652449.158.5315,564264690224896,57665942536,274658397
GPT-6.1 Sol (High)50,229123193722.606,199071824.651.1300,590985351578573,167791013374,606289867
Claude Fable 5.1 (Max, Default Fallback)49,0102124158117.940,937972163.073.49712,993997201213.326,77852231073,88598588
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)34,335011706792.969,506435142.604.7457,511769586415784,27246391089,75456883
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)47,024988245666.030,713467269.641.4427,539956160236617,89007374733,231047376
GPT-6.1 Sol (Medium)46,146879706713.518,335935215.120.8330,359389864803388,568776851264,321113566
GPT-6 Astra (Low)43,03498232299125,8089996110.270.3071,423722963571650,74841495156,962743118
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)54,508733813867.823,691737863.661.0061,272063267941123,97392095927,671787286
GPT-6 Luna (Low)9,666108123363295,890335395.823.0650,005115255188529,0871927933526,2601585366
GPT-6.1 Terra (Medium)38,115207667810.875,462740813.627.2170,168804582384190,360237377118,859280809
GPT-6.1 Terra (Low)29,21692807924422,172267517.189.0280,0713375620517111,16060431248,2504205658
Gemini 4 Argon (High)50,4121935905116.368,029068113.329.2247,682671372526102,837003631363,84651098
Claude Opus 5.5 (Xhigh, Default Fallback)56,9947060171103.395,266992100.823.9076,047194490854765,90876597792,738520875
GPT-6 Astra (High)54,849838322523.133,469636525.584.8563,238571968553203,9990981356,028422567
GPT-6.1 Sol (Low)34,50292443155837,994676268.177.4810,161473578318237,907998542112,769004749
GPT-6.1 Terra (Xhigh)44,950051789126.199,659183234.722.7630,400689001667400,175781606283,216645159
GPT-6 Astra (Medium)51,454839386418.051,624427118.172.7042,732438933012638,28926372318,188702459
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)48,058102496143.816,546478842.531.1632,451089437662031,26960729346,911299325
Claude Opus 5.5 (High, Default Fallback)51,685995822760.070,958555456.144.3693,46466228212715,98000128473,897676499
Muse Wonder (Max)43,324822599896.063,0990918113.389.7086,952036478615414,45363704682,093132618
Comparaciones del índice
Evolución

Evolución de las puntuaciones

Compara las puntuaciones de los modelos por fecha de lanzamiento.

Se muestran 82 de 82

Frontera de Pareto
Modelos con resultados

Resultados de modelos

PosiciónModeloPuntuaciónPublicadoFuente
1
Command A+ (Predeterminado)Cohere
$0.0020 may 2026
2
GPT-6 Luna (Bajo)OpenAI
$9.0922 sept 2026
3
GPT-6 Luna (Medio)OpenAI
$39.5522 sept 2026
4
Claude Haiku 5.5 (Bajo)Anthropic
$39.6007 oct 2026
5
Mistral Small 4 (Razonamiento)Mistral
$43.4316 mar 2026
6
GPT-6 Luna (Sin razonamiento)OpenAI
$53.1422 sept 2026
7
GPT-6 Luna (Alto)OpenAI
$62.5822 sept 2026
8
Claude Haiku 5.5 (Medio)Anthropic
$72.7007 oct 2026
9
GPT-6 Luna (Muy alto)OpenAI
$85.7422 sept 2026
10
MiMo V2.6 Flash (Predeterminado)Xiaomi
$106.1421 sept 2026
11
GPT-6.1 Terra (Bajo)OpenAI
$111.1626 oct 2026
12
Claude Haiku 5.5 (Alto)Anthropic
$121.4107 oct 2026
13
GPT-6 Luna (Máximo)OpenAI
$136.0622 sept 2026
14
Muse Glimmer 30B (Alto)Meta
$181.9510 ago 2026
15
GPT-6.1 Terra (Medio)OpenAI
$190.3626 oct 2026
16
Claude Haiku 5.5 (Muy alto)Anthropic
$192.7007 oct 2026
17
GPT-6.1 Terra (Sin razonamiento)OpenAI
$213.3326 oct 2026
18
MiMo V2.6 Pro (Predeterminado)Xiaomi
$220.7321 sept 2026
19
Inkling Small (Predeterminado)Thinking Machines Lab
$224.7730 jul 2026
20
Nemotron 3.5 Lightning 30B A3B (Predeterminado)Nvidia
$227.0211 ago 2026
21
GPT-6.1 Sol (Bajo)OpenAI
$237.9129 sept 2026
22
Beam (Predeterminado)Reflection
$249.8305 oct 2026
23
GPT-6.1 Terra (Alto)OpenAI
$266.7926 oct 2026
24
Claude Haiku 5.5 (Máximo)Anthropic
$339.4707 oct 2026
25
MiniMax M3.1 Flash (Predeterminado)MiniMax
$358.0619 oct 2026
Otros 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