API d’IA les moins chères : prix par token

Comparez les tarifs d’entrée et de sortie par million de tokens en USD, triés par prix d’entrée puis de sortie. Un tarif d’entrée bas ne garantit pas la facture la plus faible : la sortie et le raisonnement comptent aussi.

Lequel choisir ?

Aucun benchmark ne couvre tous les usages. Testez vos propres requêtes et comparez la précision, le temps de réponse, les entrées et sorties prises en charge et la facture réelle.

Modèles d’IA

ModèleScore d’intelligenceCoût du benchmark (USD)Prix d’entrée / 1 million de tokens (USD)Prix de sortie / 1 million de tokens (USD)Vitesse de sortie
Apriel-v1.5-15B-ThinkerServiceNow21.60-0.000.00-
Apriel-v1.6-15B-ThinkerServiceNow20.80-0.000.00-
G9v3-39A5BAI9Stars31.60-0.000.00-
G9v3-3BAI9Stars16.20-0.000.00-
Gemini 2.0 Flash (experimental)Google10.60-0.000.00-
Gemma 3 1B InstructGoogle1.00-0.000.00-
Gemma 3 4B InstructGoogle1.00-0.000.00-
Gemma 3n E2B InstructGoogle1.00-0.000.00-
LFM2.5-8B-A1BLiquid AI8.10-0.000.00339 jeton/s
LFM2.5-VL-1.6BLiquid AI1.00-0.000.00265 jeton/s
Olmo 3.1 32B ThinkAllen Institute for AI7.90-0.000.00-
Phi-4 Mini InstructMicrosoft5.70-0.000.0044 jeton/s
Phi-4 Multimodal InstructMicrosoft4.20-0.000.0017 jeton/s
Sarvam M (Reasoning)Sarvam2.60-0.000.00-
Tiny Aya GlobalCohere1.00-0.000.00-
Llama 3.1 Instruct 8BMeta7.40-0.020.05137 jeton/s
Gemma 4 E4B (Non-reasoning)Google8.70-0.020.1052 jeton/s
Gemma 4 E4B (Reasoning)Google12.20-0.020.1054 jeton/s
Sarvam 30B (high)Sarvam6.40-0.030.11-
Qwen3.5 4B (Non-reasoning)Alibaba16.10-0.030.1528 jeton/s
Qwen3.5 4B (Reasoning)Alibaba20.40-0.030.1530 jeton/s
Granite 3.3 8B (Non-reasoning)IBM1.30-0.030.2514 jeton/s
Llama 3 Instruct 8BMeta1.00-0.040.14-
Nova MicroAmazon4.40-0.040.14282 jeton/s
NVIDIA Nemotron Nano 9B V2 (Reasoning)NVIDIA8.70-0.040.16186 jeton/s
Sarvam 105B (high)Sarvam11.90-0.040.17-
Granite 4.1 8BIBM6.40-0.050.10115 jeton/s
NVIDIA Nemotron 3 Nano 30B A3B (Non-reasoning)NVIDIA7.20-0.050.20225 jeton/s
NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)NVIDIA14.50$39.40.050.20230 jeton/s
NVIDIA Nemotron Nano 9B V2 (Non-reasoning)NVIDIA7.20-0.050.20168 jeton/s
Qwen2.5 TurboAlibaba6.00-0.050.20108 jeton/s
Llama 2 Chat 7BMeta3.90-0.050.25-
GPT-5 nano (high)OpenAI20.10-0.050.40167 jeton/s
GPT-5 nano (medium)OpenAI19.20-0.050.40159 jeton/s
GPT-5 nano (minimal)OpenAI7.80-0.050.40161 jeton/s
Gemma 3n E4B InstructGoogle1.00-0.060.1255 jeton/s
gpt-oss-20b (high)OpenAI15.20$32.70.060.19136 jeton/s
Hy3-preview (Non-reasoning)Tencent26.60-0.060.21-
Hy3-preview (Reasoning)Tencent34.40-0.060.21-
Nova LiteAmazon6.70-0.060.24155 jeton/s
Granite 4.0 H SmallIBM4.90-0.060.2525 jeton/s
gpt-oss-20b (low)OpenAI14.40-0.070.20170 jeton/s
Ling 3.0 FlashInclusionAI37.80$72.80.070.22-
Nemotron 3.5 LightningNVIDIA23.60$71.50.070.22302 jeton/s
Nemotron 3 Nano Omni 30B A3B ReasoningNVIDIA15.00-0.070.30323 jeton/s
GLM-4.7-Flash (Non-reasoning)Z AI15.60-0.070.40104 jeton/s
GLM-4.7-Flash (Reasoning)Z AI23.30-0.070.4093 jeton/s
DeepSeek V4 Flash (Non-reasoning)DeepSeek29.30-0.090.20-
Ministral 3 3BMistral7.10$91.60.100.10203 jeton/s
Apertus 8B InstructSwiss AI Initiative1.00-0.100.20-
Olmo 3 7B InstructAllen Institute for AI2.40-0.100.20-
Gemma 4 12B (Non-reasoning)Google13.20-0.100.30114 jeton/s
Gemma 4 12B (Reasoning)Google22.20-0.100.30109 jeton/s
Ling 2.6 FlashInclusionAI14.20-0.100.3091 jeton/s
MiMo-V2-Flash (Reasoning)Xiaomi31.90-0.100.30-
Mistral Small 3Mistral6.70-0.100.30142 jeton/s
Mistral Small 3.1Mistral14.90$29.80.100.30149 jeton/s
Mistral Small 3.2Mistral10.70$1290.100.30151 jeton/s
Step 3.5 FlashStepFun26.00-0.100.30224 jeton/s
Step 3.5 Flash 2603StepFun26.50-0.100.30214 jeton/s
Gemini 2.5 Flash-Lite (Non-reasoning)Google6.70-0.100.40232 jeton/s
Gemini 2.5 Flash-Lite (Reasoning)Google11.40-0.100.40312 jeton/s
Gemini 2.5 Flash-Lite Preview (Sep '25) (Non-reasoning)Google13.10-0.100.40-
Gemini 2.5 Flash-Lite Preview (Sep '25) (Reasoning)Google15.20-0.100.40-
GPT-4.1 nanoOpenAI9.60$36.70.100.40125 jeton/s
Qwen3.5 Omni FlashAlibaba19.20-0.100.80238 jeton/s
Gemma 4 26B A4B (Reasoning)Google26.10$53.90.120.37-
DeepSeek V4 Flash (Reasoning, High Effort)DeepSeek39.00$57.00.130.28-
DeepSeek V4 Flash (Reasoning, Max Effort)DeepSeek42.10$1040.130.28-
Gemma 4 26B A4B (Non-reasoning)Google20.40-0.130.4075 jeton/s
Hermes 4 - Llama-3.1 70B (Non-reasoning)Nous Research6.70-0.130.4056 jeton/s
Hermes 4 - Llama-3.1 70B (Reasoning)Nous Research9.90-0.130.4074 jeton/s
Phi-4Microsoft4.60-0.130.5039 jeton/s
Qwen3.5 9B (Reasoning)Alibaba21.80$2400.140.2081 jeton/s
MiMo-V2.5Xiaomi38.00$25.20.140.2856 jeton/s
Hy3Tencent42.20$93.20.140.5567 jeton/s
Ling-flash-2.0InclusionAI9.60-0.140.5784 jeton/s
Ring-flash-2.0InclusionAI8.00-0.140.57-
Ministral 3 8BMistral9.00$1140.150.15120 jeton/s
Solar MiniUpstage6.00-0.150.15-
Gemma 4 31B (Non-reasoning)Google22.30$33.80.150.4082 jeton/s
gpt-oss-120b (low)OpenAI14.90$24.20.150.59160 jeton/s
GPT-4o miniOpenAI6.70-0.150.60101 jeton/s
gpt-oss-120b (high)OpenAI24.10$95.00.150.60161 jeton/s
Mistral Small (Feb '24)Mistral3.20-0.150.60150 jeton/s
Mistral Small 4 (Non-reasoning)Mistral12.30-0.150.60137 jeton/s
Mistral Small 4 (Reasoning)Mistral19.70$87.70.150.60160 jeton/s
Solar Pro 3Upstage14.50$1580.150.60152 jeton/s
Qwen3 Next 80B A3B (Reasoning)Alibaba16.90$84.00.151.20198 jeton/s
Qwen3 Next 80B A3B InstructAlibaba13.80-0.151.20183 jeton/s
Qwen3 32B (Non-reasoning)Alibaba8.50-0.160.64104 jeton/s
Qwen3 32B (Reasoning)Alibaba11.40-0.160.64101 jeton/s
Qwen3 VL 32B (Reasoning)Alibaba18.10-0.160.6490 jeton/s
Qwen3 VL 32B InstructAlibaba11.00-0.160.6467 jeton/s
Qwen3.5 9B (Non-reasoning)Alibaba20.60-0.170.2587 jeton/s
GLM-4.5-AirZ AI16.70-0.170.9877 jeton/s
Llama 4 ScoutMeta10.30$11.60.180.66135 jeton/s
Qwen3 8B (Non-reasoning)Alibaba4.80-0.180.7039 jeton/s
Qwen3 VL 8B InstructAlibaba8.20-0.180.70107 jeton/s
Qwen3 8B (Reasoning)Alibaba8.30-0.182.1039 jeton/s
Qwen3 VL 8B (Reasoning)Alibaba10.50-0.182.10114 jeton/s
Ministral 3 14BMistral11.20$1190.200.2094 jeton/s
Jamba 1.5 MiniAI21 Labs2.30-0.200.40-
Grok 4 Fast (Non-reasoning)SpaceXAI16.60-0.200.50-
Grok 4 Fast (Reasoning)SpaceXAI27.90-0.200.50-
Mistral Small (Sep '24)Mistral4.30-0.200.60156 jeton/s
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)NVIDIA4.20-0.200.60163 jeton/s
NVIDIA Nemotron Nano 12B v2 VL (Reasoning)NVIDIA8.80-0.200.60101 jeton/s
Celeris-1Celeris12.40$1570.200.701596 jeton/s
Nemotron 3 Super 120B A12B (Reasoning)NVIDIA25.70$2540.200.80129 jeton/s
Qwen3 30B A3B (Non-reasoning)Alibaba6.60-0.200.80107 jeton/s
Qwen3 30B A3B 2507 InstructAlibaba8.90-0.200.80140 jeton/s
Qwen3 VL 30B A3B InstructAlibaba9.90-0.200.80109 jeton/s
Reka Flash (Sep '24)Reka AI6.00-0.200.8056 jeton/s
Reka Flash 3Reka AI3.70-0.200.80-
Step 3.7 FlashStepFun30.90$3200.201.15117 jeton/s
GPT-5.6 Luna (high)OpenAIMeilleur rapport qualité-prix47.00$55.00.201.20144 jeton/s
GPT-5.6 Luna (low)OpenAIMeilleur rapport qualité-prix33.90$13.70.201.20138 jeton/s
GPT-5.6 Luna (max)OpenAIMeilleur rapport qualité-prix52.30$1720.201.20159 jeton/s
GPT-5.6 Luna (medium)OpenAIMeilleur rapport qualité-prix38.90$21.10.201.20144 jeton/s
GPT-5.6 Luna (Non-reasoning)OpenAIMeilleur rapport qualité-prix26.80$10.20.201.20145 jeton/s
GPT-5.6 Luna (xhigh)OpenAIMeilleur rapport qualité-prix50.10$95.10.201.20158 jeton/s
GPT-5.4 nano (medium)OpenAI30.80-0.201.25177 jeton/s
GPT-5.4 nano (Non-Reasoning)OpenAI17.80-0.201.25168 jeton/s
GPT-5.4 nano (xhigh)OpenAI39.70$2770.201.25185 jeton/s
Qwen3 30B A3B (Reasoning)Alibaba9.20-0.202.40103 jeton/s
Qwen3 30B A3B 2507 (Reasoning)Alibaba14.60$1520.202.40138 jeton/s
Qwen3 VL 30B A3B (Reasoning)Alibaba13.40-0.202.40111 jeton/s
Seed-OSS-36B-InstructByteDance Seed18.50-0.210.5730 jeton/s
Trinity Large ThinkingArcee AI18.70$2550.230.88197 jeton/s
Qwen3 235B A22B 2507 InstructAlibaba18.40-0.230.9256 jeton/s
Qwen3 235B A22B 2507 (Reasoning)Alibaba19.90$1700.232.3064 jeton/s
Mistral 7B InstructMistral1.70-0.250.25122 jeton/s
Mercury 2Inception21.90$97.50.250.75835 jeton/s
Qwen3 Omni 30B A3B (Reasoning)Alibaba9.50-0.250.9799 jeton/s
Qwen3 Omni 30B A3B InstructAlibaba4.80-0.250.9793 jeton/s
Claude 3 HaikuAnthropic3.50-0.251.25-
Gemini 3.1 Flash-LiteGoogle25.60$93.80.251.50303 jeton/s
GPT-5 mini (high)OpenAI25.80$1300.252.0083 jeton/s
GPT-5 mini (medium)OpenAI31.60-0.252.0085 jeton/s
GPT-5 mini (minimal)OpenAI14.30-0.252.0094 jeton/s
GPT-5.1 Codex mini (high)OpenAI31.30-0.252.00-
Qwen3.5 35B A3B (Non-reasoning)Alibaba24.30$2280.252.00169 jeton/s
Qwen3.5 35B A3B (Reasoning)Alibaba29.90-0.252.00151 jeton/s
Llama 4 MaverickMeta14.50$35.90.270.85113 jeton/s
DeepSeek V3.1 Terminus (Non-reasoning)DeepSeek21.70-0.271.00-
DeepSeek V3 0324DeepSeek15.20$35.20.271.12-
DeepSeek V3.2 (Non-reasoning)DeepSeek25.10-0.280.42-
DeepSeek V3.2 (Reasoning)DeepSeek32.80-0.280.42-
DeepSeek V3.2 Exp (Non-reasoning)DeepSeek21.70-0.280.42-
DeepSeek V3.2 Exp (Reasoning)DeepSeek25.90-0.280.42-
ERNIE 4.5 300B A47BBaidu8.90-0.281.10-
Grok 3 mini Reasoning (high)SpaceXAI22.90-0.300.5072 jeton/s
GLM-4.6V (Non-reasoning)Z AI10.90-0.300.9073 jeton/s
GLM-4.6V (Reasoning)Z AI16.90-0.300.9070 jeton/s
Inkling SmallThinking Machines41.20$1930.301.2067 jeton/s
KAT Coder Pro V2KwaiKAT33.70-0.301.20107 jeton/s
MiniMax-M2MiniMax28.90-0.301.2089 jeton/s
MiniMax-M2.1MiniMax32.10-0.301.2088 jeton/s
MiniMax-M2.5MiniMax34.50-0.301.2094 jeton/s
MiniMax-M2.7MiniMax38.90$1430.301.2061 jeton/s
MiniMax-M3MiniMax45.40$2050.301.2090 jeton/s
Solar Pro 4Upstage41.60$3210.301.2047 jeton/s
Qwen3.5 27B (Non-reasoning)Alibaba30.00-0.302.4082 jeton/s
Qwen3.5 27B (Reasoning)Alibaba34.60-0.302.4077 jeton/s
Gemini 2.5 Flash (Non-reasoning)Google14.20-0.302.50200 jeton/s
Gemini 2.5 Flash (Reasoning)Google20.30-0.302.50225 jeton/s
Gemini 3.5 Flash-LiteGoogle37.40$1530.302.50332 jeton/s
Ling-2.6-1TInclusionAI26.60-0.302.50-
Nova 2.0 Lite (high)Amazon20.80-0.302.50152 jeton/s
Nova 2.0 Lite (low)Amazon18.00-0.302.50164 jeton/s
Nova 2.0 Lite (medium)Amazon19.20-0.302.50170 jeton/s
Nova 2.0 Lite (Non-reasoning)Amazon11.80-0.302.50153 jeton/s
Nova 2.0 Omni (low)Amazon16.70-0.302.50-
Nova 2.0 Omni (medium)Amazon21.30-0.302.50-
Nova 2.0 Omni (Non-reasoning)Amazon10.40-0.302.50-
Ring-2.6-1TInclusionAI31.70$4550.302.50-
Muse Glimmer (high)Meta35.10$1050.321.35111 jeton/s
Llama 3.2 Instruct 11B (Vision)Meta3.00-0.340.3447 jeton/s
Qwen3 Coder NextAlibaba21.30$2500.351.20128 jeton/s
Qwen3 14B (Non-reasoning)Alibaba6.80-0.351.4060 jeton/s
Qwen3 14B (Reasoning)Alibaba10.40-0.354.2059 jeton/s
DeepSeek V3 (Dec '24)DeepSeek14.20$20.00.360.89-
Qwen3.6 35B A3B (Non-reasoning)Alibaba24.60$5300.382.25138 jeton/s
Qwen3.6 35B A3B (Reasoning)Alibaba32.10$5050.382.25118 jeton/s
Llama Nemotron Super 49B v1.5 (Non-reasoning)NVIDIA8.50-0.400.4090 jeton/s
Llama Nemotron Super 49B v1.5 (Reasoning)NVIDIA12.40-0.400.40106 jeton/s
GPT-4.1 miniOpenAI14.80$64.20.401.60102 jeton/s
Qwen3 VL 235B A22B InstructAlibaba14.40-0.401.6047 jeton/s
Qwen3.7 PlusAlibaba39.40$3220.401.6057 jeton/s
Mistral Medium 3Mistral12.50-0.402.0057 jeton/s
Mistral Medium 3.1Mistral14.70$1340.402.00106 jeton/s
Qwen3.5 122B A10B (Non-reasoning)Alibaba28.20$2210.403.20143 jeton/s
Qwen3.5 122B A10B (Reasoning)Alibaba32.80$4440.403.20130 jeton/s
Qwen3 VL 235B A22B (Reasoning)Alibaba20.90-0.404.0057 jeton/s
Qwen3.5 Omni PlusAlibaba31.30-0.404.8049 jeton/s
DeepSeek V4 Pro (Non-reasoning)DeepSeek31.90-0.430.8776 jeton/s
DeepSeek V4 Pro (Reasoning, High Effort)DeepSeek43.70$1090.430.8775 jeton/s
DeepSeek V4 Pro (Reasoning, Max Effort)DeepSeek45.30$1760.430.8774 jeton/s
MiMo-V2.5-ProXiaomi42.90$98.90.430.8759 jeton/s
MiMo-V2.5-Pro (Non-reasoning)Xiaomi28.40-0.430.8756 jeton/s
DeepSeek V4 Flash 0731 (Reasoning, Max Effort)DeepSeek51.80$3230.441.32103 jeton/s
Mixtral 8x7B InstructMistral2.00-0.450.70-
Agnes 2.5 Pro AlphaSapiens AI39.70-0.450.90132 jeton/s
Qwen3 Coder 30B A3B InstructAlibaba13.60-0.452.2591 jeton/s
Qwen3.8 27BAlibaba52.00-0.453.20-
Qwen2.5 Instruct 72BAlibaba9.40-0.470.49-
Command-R (Mar '24)Cohere1.70-0.501.50-
GPT-3.5 TurboOpenAI3.20-0.501.50-
Magistral Small 1.2Mistral11.50$3010.501.50143 jeton/s
Mistral Large 3Mistral15.90$71.10.501.5048 jeton/s
Nex-N2-ProNex AGI41.70-0.502.50138 jeton/s
Gemini 3 Flash Preview (Non-reasoning)Google27.90-0.503.00171 jeton/s
Gemini 3 Flash Preview (Reasoning)Google38.70-0.503.00161 jeton/s
Qwen3.6 PlusAlibaba40.50$5260.503.0056 jeton/s
GLM-4.6 (Reasoning)Z AI29.30$3140.552.2050 jeton/s
MiniMax M1 80kMiniMax17.90-0.552.20-
Llama 3.1 Instruct 70BMeta6.50-0.560.5655 jeton/s
DeepSeek V3.1 (Non-reasoning)DeepSeek21.40-0.561.68-
GLM-4.6 (Non-reasoning)Z AI23.40-0.572.2055 jeton/s
Kimi K2Kimi19.70-0.572.3041 jeton/s
DeepSeek V3.1 (Reasoning)DeepSeek21.00-0.591.69-
GLM-4.5V (Non-reasoning)Z AI6.80-0.601.8092 jeton/s
GLM-4.5V (Reasoning)Z AI9.00-0.601.8083 jeton/s
Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)NVIDIA8.90-0.601.8048 jeton/s
GLM-4.7 (Non-reasoning)Z AI27.10-0.602.20108 jeton/s
GLM-4.7 (Reasoning)Z AI34.50$6070.602.20107 jeton/s
Kimi K2 0905Kimi24.00-0.602.5041 jeton/s
Kimi K2 ThinkingKimi33.50-0.602.50121 jeton/s
Nemotron 3 Ultra 550B A55B (Reasoning)NVIDIA38.30$5340.602.75132 jeton/s
Kimi K2.5 (Non-reasoning)Kimi30.10-0.603.0045 jeton/s
Kimi K2.5 (Reasoning)Kimi36.00$3040.603.0043 jeton/s
Qwen3.5 397B A17B (Non-reasoning)Alibaba32.70-0.603.6083 jeton/s
Qwen3.5 397B A17B (Reasoning)Alibaba34.30$5270.603.6088 jeton/s
Qwen3.6 27B (Non-reasoning)Alibaba31.30$3590.603.6055 jeton/s
Qwen3.6 27B (Reasoning)Alibaba37.70$6670.603.6055 jeton/s
Llama 3 Instruct 70BMeta3.10-0.652.75-
Llama 3.3 Instruct 70BMeta9.30-0.660.7288 jeton/s
QwQ 32BAlibaba13.40-0.661.00-
Hermes 3 - Llama-3.1 70BNous Research4.80-0.700.7034 jeton/s
DeepSeek R1 Distill Llama 70BDeepSeek9.80-0.701.1025 jeton/s
Qwen3 235B A22B (Non-reasoning)Alibaba10.80-0.702.8059 jeton/s
Qwen3 235B A22B (Reasoning)Alibaba13.50-0.708.4061 jeton/s
LongCat 2.0LongCat34.00$4420.752.9539 jeton/s
Gemini 3.6 Flash (high)Google51.60$4120.753.75199 jeton/s
Gemini 3.7 Flash (high)GoogleMeilleur rapport qualité-prix56.00$4850.753.75323 jeton/s
Gemini 3.7 Flash (low)GoogleMeilleur rapport qualité-prix50.90$1650.753.75303 jeton/s
Gemini 3.7 Flash (medium)GoogleMeilleur rapport qualité-prix53.40$2780.753.75317 jeton/s
GPT-5.4 mini (medium)OpenAI30.50-0.754.50160 jeton/s
GPT-5.4 mini (Non-Reasoning)OpenAI16.80-0.754.50162 jeton/s
GPT-5.4 mini (xhigh)OpenAI40.90$10960.754.50163 jeton/s
Nova ProAmazon7.50-0.803.20-
Apertus 70B InstructSwiss AI Initiative2.00-0.822.92-
Kimi K2.6Kimi45.10$8410.954.0046 jeton/s
Kimi K2.6 (Non-reasoning)Kimi35.40-0.954.0040 jeton/s
Kimi K2.7 CodeKimi43.00$5450.954.0037 jeton/s
Grok Build 0.1 0616SpaceXAI40.70$3771.002.0055 jeton/s
Hermes 4 - Llama-3.1 405B (Non-reasoning)Nous Research8.60-1.003.0022 jeton/s
Hermes 4 - Llama-3.1 405B (Reasoning)Nous Research8.80-1.003.0030 jeton/s
GLM-5 (Non-reasoning)Z AI33.20-1.003.2040 jeton/s
GLM-5 (Reasoning)Z AI40.60-1.003.2046 jeton/s
Inkling (xhigh)Thinking Machines42.30$6981.004.0574 jeton/s
Claude 4.5 Haiku (Non-reasoning)Anthropic24.10-1.005.0090 jeton/s
Claude 4.5 Haiku (Reasoning)Anthropic29.90$4711.005.0089 jeton/s
o3-miniOpenAI19.20-1.104.40221 jeton/s
o3-mini (high)OpenAI15.70-1.104.40220 jeton/s
o4-mini (high)OpenAI26.10-1.104.40143 jeton/s
Llama 3.1 Nemotron Instruct 70BNVIDIA7.40-1.201.20109 jeton/s
Qwen3 MaxAlibaba24.50-1.206.0058 jeton/s
Qwen3 Max (Preview)Alibaba19.40-1.206.0059 jeton/s
Qwen3 Max Thinking (Preview)Alibaba25.50-1.206.0056 jeton/s
Cogito v2.1 (Reasoning)Deep Cogito--1.251.25-
Grok 4.20 0309 v2 (Non-reasoning)SpaceXAI22.20-1.252.5085 jeton/s
Grok 4.20 0309 v2 (Reasoning)SpaceXAI38.00-1.252.5099 jeton/s
Grok 4.3 (high)SpaceXAI37.90$2881.252.50118 jeton/s
Grok 4.3 (low)SpaceXAI36.30-1.252.50100 jeton/s
Grok 4.3 (medium)SpaceXAI36.90-1.252.50113 jeton/s
Grok 4.3 (Non-reasoning)SpaceXAI25.00$2011.252.5098 jeton/s
Muse Spark 1.1 (xhigh)Meta53.20$5471.254.25200 jeton/s
Muse Spark 1.2 (xhigh)MetaMeilleur rapport qualité-prix56.80$6391.254.25-
Gemini 2.5 ProGoogle25.90$6111.2510.00133 jeton/s
Gemini 2.5 Pro Preview (May' 25)Google22.70-1.2510.00-
GPT-5 (high)OpenAI35.30$7891.2510.0081 jeton/s
GPT-5 (low)OpenAI31.90-1.2510.0068 jeton/s
GPT-5 (medium)OpenAI34.60-1.2510.0082 jeton/s
GPT-5 (minimal)OpenAI17.30-1.2510.0078 jeton/s
GPT-5 Codex (high)OpenAI37.00-1.2510.00-
GPT-5.1 (high)OpenAI37.50$7821.2510.00112 jeton/s
GPT-5.1 (Non-reasoning)OpenAI20.70-1.2510.0096 jeton/s
GPT-5.1 Codex (high)OpenAI35.60-1.2510.00-
Nova 2.0 Pro Preview (low)Amazon19.80-1.2510.00115 jeton/s
Nova 2.0 Pro Preview (medium)Amazon22.10-1.2510.00115 jeton/s
Nova 2.0 Pro Preview (Non-reasoning)Amazon14.40-1.2510.0098 jeton/s
Qwen3.6 Max PreviewAlibaba41.10-1.307.8062 jeton/s
DeepSeek V4 Pro 0813 (Reasoning, Max Effort)DeepSeek53.20$6051.323.9674 jeton/s
DeepSeek R1 0528 (May '25)DeepSeek20.40-1.353.00-
GLM-5.1 (Non-reasoning)Z AI36.30-1.394.4062 jeton/s
GLM-5.1 (Reasoning)Z AI41.00$7001.394.4083 jeton/s
GLM-5.2 (max)Z AI52.60$8431.404.40113 jeton/s
GLM-5.2 (Non-reasoning)Z AI34.80-1.404.40140 jeton/s
GLM-5.3 (max)Z AI59.50$12391.404.4085 jeton/s
Mistral MediumMistral3.20-1.507.50135 jeton/s
Mistral Medium 3.5Mistral30.40$8831.507.50132 jeton/s
Qwen3 Coder 480B A35B InstructAlibaba18.20-1.507.5066 jeton/s
Gemini 3.5 Flash (high)Google52.00$10421.509.00171 jeton/s
Gemini 3.5 Flash (medium)Google46.70-1.509.00180 jeton/s
Gemini 3.5 Flash (minimal)Google35.80-1.509.00154 jeton/s
DeepSeek V3.1 Terminus (Reasoning)DeepSeek31.40-1.642.75-
GPT-5.2 (medium)OpenAI38.90-1.7514.00-
GPT-5.2 (Non-reasoning)OpenAI26.50-1.7514.0068 jeton/s
GPT-5.2 (xhigh)OpenAI43.30-1.7514.0078 jeton/s
GPT-5.2 Codex (xhigh)OpenAI41.20-1.7514.00-
GPT-5.3 Codex (xhigh)OpenAI45.50-1.7514.00125 jeton/s
DeepSeek R1 (Jan '25)DeepSeek18.60$4172.004.00-
Magistral Medium 1.2Mistral18.00$9202.005.00127 jeton/s
Grok 4.20 0309 (Non-reasoning)SpaceXAI22.90-2.006.00-
Grok 4.20 0309 (Reasoning)SpaceXAI37.40-2.006.00-
Grok 4.5 (high)SpaceXAI55.80$5792.006.0050 jeton/s
Grok 4.6 (high)SpaceXAIMeilleur rapport qualité-prix60.90$10682.006.0056 jeton/s
Mistral Large 2 (Jul '24)Mistral7.00-2.006.00-
Qwen3.8 2.4T A95BAlibaba57.70$16722.006.0046 jeton/s
Qwen3.8 MaxAlibaba58.10$17412.006.0045 jeton/s
GPT-4.1OpenAI19.60-2.008.00142 jeton/s
Jamba 1.5 LargeAI21 Labs4.80-2.008.00-
o3OpenAI31.10-2.008.00112 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, High Effort)Anthropic--2.0010.0062 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Low Effort)Anthropic--2.0010.0058 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Max Effort)Anthropic55.30$40112.0010.0076 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Medium Effort)Anthropic--2.0010.0058 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)Anthropic--2.0010.0071 jeton/s
Claude Sonnet 5 (Non-reasoning, High Effort)Anthropic42.60$4162.0010.0058 jeton/s
Gemini 3 Pro Preview (high)Google40.60-2.0012.00-
Gemini 3 Pro Preview (low)Google33.90-2.0012.00-
Gemini 3.1 Pro PreviewGoogle47.70$8122.0012.00108 jeton/s
GPT-5.6 Terra (high)OpenAI50.10$3952.0012.00104 jeton/s
GPT-5.6 Terra (low)OpenAI41.30$1302.0012.0094 jeton/s
GPT-5.6 Terra (max)OpenAI56.60$13902.0012.00119 jeton/s
GPT-5.6 Terra (medium)OpenAI46.80$1922.0012.0098 jeton/s
GPT-5.6 Terra (Non-reasoning)OpenAI34.60$98.52.0012.0098 jeton/s
GPT-5.6 Terra (xhigh)OpenAI52.80$5902.0012.00102 jeton/s
Qwen3.7 MaxAlibaba46.70$10642.507.50201 jeton/s
Command ACohere7.50-2.5010.0060 jeton/s
GPT-4o (Aug '24)OpenAI9.40-2.5010.0093 jeton/s
GPT-4o (Nov '24)OpenAI11.10-2.5010.00131 jeton/s
Nova PremierAmazon12.70-2.5012.5033 jeton/s
GPT-5.4 (low)OpenAI40.20-2.5015.0094 jeton/s
GPT-5.4 (Non-reasoning)OpenAI28.30-2.5015.0090 jeton/s
GPT-5.4 (xhigh)OpenAI53.10$21832.5015.00131 jeton/s
Claude 3.5 Sonnet (June '24)Anthropic8.10-3.0015.00-
Claude 3.5 Sonnet (Oct '24)Anthropic9.80-3.0015.00-
Claude 3.7 Sonnet (Non-reasoning)Anthropic23.90-3.0015.00-
Claude 4 Sonnet (Non-reasoning)Anthropic26.00-3.0015.00-
Claude 4 Sonnet (Reasoning)Anthropic29.80-3.0015.00-
Claude 4.5 Sonnet (Non-reasoning)Anthropic29.90-3.0015.0039 jeton/s
Claude 4.5 Sonnet (Reasoning)Anthropic37.40$10373.0015.0040 jeton/s
Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)Anthropic48.40$33553.0015.0055 jeton/s
Claude Sonnet 4.6 (Non-reasoning, High Effort)Anthropic36.80-3.0015.0043 jeton/s
Claude Sonnet 4.6 (Non-reasoning, Low Effort)Anthropic35.10-3.0015.0044 jeton/s
Command-R+ (Apr '24)Cohere2.60-3.0015.00-
Grok 4SpaceXAI34.10-3.0015.00-
Kimi K3 (low)Kimi48.30$2833.0015.0036 jeton/s
Kimi K3 (max)Kimi59.70$24253.0015.0038 jeton/s
Mistral Large (Feb '24)Mistral4.10-4.0012.00-
Grok 3SpaceXAI18.60-4.0020.00-
GPT-4o (May '24)OpenAI8.40-5.0015.0091 jeton/s
Claude Opus 4.5 (Non-reasoning)Anthropic35.60-5.0025.0045 jeton/s
Claude Opus 4.5 (Reasoning)Anthropic41.90-5.0025.0046 jeton/s
Claude Opus 4.6 (Adaptive Reasoning, Max Effort)Anthropic44.90-5.0025.0039 jeton/s
Claude Opus 4.6 (Non-reasoning, High Effort)Anthropic38.80-5.0025.0036 jeton/s
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)Anthropic55.00$37435.0025.0048 jeton/s
Claude Opus 4.7 (Non-reasoning, High Effort)Anthropic43.90-5.0025.0044 jeton/s
Claude Opus 4.8 (Adaptive Reasoning, Max Effort)Anthropic57.30$37525.0025.0054 jeton/s
Claude Opus 5 (Adaptive Reasoning, High Effort)AnthropicMeilleur rapport qualité-prix61.50$19745.0025.0051 jeton/s
Claude Opus 5 (Adaptive Reasoning, Low Effort)Anthropic52.50$5555.0025.0049 jeton/s
Claude Opus 5 (Adaptive Reasoning, Max Effort)AnthropicMeilleur rapport qualité-prix63.10$38365.0025.0053 jeton/s
Claude Opus 5 (Adaptive Reasoning, Medium Effort)Anthropic58.60$11165.0025.0050 jeton/s
Claude Opus 5 (Adaptive Reasoning, Xhigh Effort)AnthropicMeilleur rapport qualité-prix62.50$29095.0025.0054 jeton/s
GPT-5.5 (high)OpenAI54.70$17215.0030.0074 jeton/s
GPT-5.5 (low)OpenAI44.50$3745.0030.0074 jeton/s
GPT-5.5 (medium)OpenAI51.40$9395.0030.0079 jeton/s
GPT-5.5 (Non-reasoning)OpenAI35.80$2125.0030.0068 jeton/s
GPT-5.5 (xhigh)OpenAI56.30$27785.0030.0085 jeton/s
GPT-5.5 Instant (June 2026)OpenAI29.20$4235.0030.00117 jeton/s
GPT-5.5 Instant (May 2026)OpenAI34.30-5.0030.00-
GPT-5.6 Sol (high)OpenAIMeilleur rapport qualité-prix57.30$9555.0030.0063 jeton/s
GPT-5.6 Sol (low)OpenAI50.70$3445.0030.0057 jeton/s
GPT-5.6 Sol (max)OpenAI60.90$28235.0030.0065 jeton/s
GPT-5.6 Sol (medium)OpenAI55.60$5805.0030.0063 jeton/s
GPT-5.6 Sol (Non-reasoning)OpenAI41.90$2405.0030.0059 jeton/s
GPT-5.6 Sol (xhigh)OpenAI59.00$15255.0030.0063 jeton/s
GPT-4 TurboOpenAI7.70-10.0030.0032 jeton/s
Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)Anthropic62.10$545510.0050.0067 jeton/s
o1OpenAI23.90-15.0060.00-
Claude 3 OpusAnthropic11.80-15.0075.00-
Claude 4 Opus (Non-reasoning)Anthropic26.00-15.0075.00-
Claude 4 Opus (Reasoning)Anthropic31.70-15.0075.00-
Claude 4.1 Opus (Non-reasoning)Anthropic28.80-15.0075.00-
Claude 4.1 Opus (Reasoning)Anthropic34.50-15.0075.00-
o1-previewOpenAI17.20-16.5066.00-
o3-proOpenAI33.30-20.0080.00-
GPT-4OpenAI6.80-30.0060.00-
GPT-5.4 Pro (xhigh)OpenAI--30.00180-
o1-proOpenAI19.10-150600-

Guides

Comment nous comparons les modèles

L’intelligence est mesurée par l’Artificial Analysis Intelligence Index. Le coût du benchmark correspond au coût total du test en USD, tokens de raisonnement compris ; ce n’est pas le tarif API par token. Toutes les langues utilisent les mêmes données et calculs. Le score général ne mesure pas les performances dans une langue ou une tâche précise.