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-
Gemma 4 31B (Reasoning)Google30.00-0.000.0035 jeton/s
LFM2.5-8B-A1BLiquid AI8.10-0.000.00335 jeton/s
LFM2.5-VL-1.6BLiquid AI1.00-0.000.00442 jeton/s
Ling 3.0 TinyInclusionAI23.90-0.000.00-
Olmo 3.1 32B ThinkAllen Institute for AI7.90-0.000.00-
Phi-4 Mini InstructMicrosoft5.70-0.000.0042 jeton/s
Phi-4 Multimodal InstructMicrosoft4.20-0.000.0018 jeton/s
Sarvam M (Reasoning)Sarvam2.60-0.000.00-
Tiny Aya GlobalCohere1.00-0.000.00-
Gemma 4 E4B (Non-reasoning)Google8.70-0.020.1072 jeton/s
Gemma 4 E4B (Reasoning)Google12.20-0.020.1072 jeton/s
Sarvam 30B (high)Sarvam6.40-0.030.11-
Qwen3.5 4B (Non-reasoning)Alibaba16.10-0.030.1529 jeton/s
Qwen3.5 4B (Reasoning)Alibaba20.40-0.030.1537 jeton/s
Granite 3.3 8B (Non-reasoning)IBM1.30-0.030.2515 jeton/s
HyperNova 60B 2605Multiverse Computing18.30$37.50.040.14401 jeton/s
Llama 3 Instruct 8BMeta1.00-0.040.14-
Nova MicroAmazon4.40-0.040.14280 jeton/s
NVIDIA Nemotron Nano 9B V2 (Reasoning)NVIDIA8.70-0.040.16179 jeton/s
Sarvam 105B (high)Sarvam11.90-0.040.17-
Llama 3.1 Instruct 8BMeta7.40-0.050.08139 jeton/s
Granite 4.1 8BIBM6.40-0.050.10103 jeton/s
NVIDIA Nemotron 3 Nano 30B A3B (Non-reasoning)NVIDIA7.20-0.050.20182 jeton/s
NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)NVIDIA14.50$39.40.050.20253 jeton/s
NVIDIA Nemotron Nano 9B V2 (Non-reasoning)NVIDIA7.20-0.050.20173 jeton/s
Qwen2.5 TurboAlibaba6.00-0.050.20106 jeton/s
Llama 2 Chat 7BMeta3.90-0.050.25-
GPT-5 nano (high)OpenAI20.10-0.050.40135 jeton/s
GPT-5 nano (medium)OpenAI19.20-0.050.40135 jeton/s
GPT-5 nano (minimal)OpenAI7.80-0.050.40148 jeton/s
Gemma 3n E4B InstructGoogle1.00-0.060.1245 jeton/s
gpt-oss-20b (high)OpenAI15.20$32.70.060.19152 jeton/s
Hy3-preview (Non-reasoning)Tencent26.60-0.060.21-
Hy3-preview (Reasoning)Tencent34.40-0.060.21-
Nova LiteAmazon6.70-0.060.24150 jeton/s
Granite 4.0 H SmallIBM4.90-0.060.2547 jeton/s
gpt-oss-20b (low)OpenAI14.40-0.070.20154 jeton/s
Ling-3.0-flashInclusionAI37.80$72.70.070.22333 jeton/s
Nemotron 3 Nano Omni 30B A3B ReasoningNVIDIA15.00-0.070.30324 jeton/s
GLM-4.7-Flash (Non-reasoning)Z AI15.60-0.070.40117 jeton/s
GLM-4.7-Flash (Reasoning)Z AI23.30-0.070.4093 jeton/s
Ministral 3 3BMistral7.10$91.60.100.10212 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)Google13.20-0.100.3085 jeton/s
Gemma 4 12B (Reasoning)Google22.20-0.100.30101 jeton/s
Ling 2.6 FlashInclusionAI14.20-0.100.3098 jeton/s
MiMo-V2-Flash (Reasoning)Xiaomi31.90-0.100.30-
Mistral Small 3Mistral6.70-0.100.30134 jeton/s
Mistral Small 3.1Mistral14.90$29.80.100.30125 jeton/s
Mistral Small 3.2Mistral10.70$1290.100.30137 jeton/s
Step 3.5 FlashStepFun26.00-0.100.30136 jeton/s
Step 3.5 Flash 2603StepFun26.50-0.100.30135 jeton/s
Gemini 2.5 Flash-Lite (Non-reasoning)Google6.70-0.100.40215 jeton/s
Gemini 2.5 Flash-Lite (Reasoning)Google11.40-0.100.40349 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$36.70.100.40160 jeton/s
Qwen3.5 Omni FlashAlibaba19.20-0.100.80245 jeton/s
DeepSeek V4 Flash (Reasoning, Max Effort)DeepSeek42.10$1040.130.28-
Gemma 4 26B A4B (Non-reasoning)Google20.40-0.130.4068 jeton/s
Gemma 4 26B A4B (Reasoning)Google26.10$59.50.130.40-
Hermes 4 - Llama-3.1 70B (Non-reasoning)Nous Research6.70-0.130.4092 jeton/s
Hermes 4 - Llama-3.1 70B (Reasoning)Nous Research9.90-0.130.4091 jeton/s
Phi-4Microsoft4.60-0.130.50-
Qwen3.5 9B (Reasoning)Alibaba21.80$2400.140.2067 jeton/s
DeepSeek V4 Flash (Non-reasoning)DeepSeek29.30-0.140.28110 jeton/s
DeepSeek V4 Flash (Reasoning, High Effort)DeepSeek39.00$58.50.140.28-
DeepSeek V4 Flash 0731 (Reasoning, Max Effort)DeepSeekMeilleur rapport qualité-prix51.80$72.00.140.28106 jeton/s
MiMo-V2.5Xiaomi38.00$25.20.140.2897 jeton/s
Hy3Tencent42.20$93.60.140.5666 jeton/s
Ling-flash-2.0InclusionAI9.60-0.140.5776 jeton/s
Ring-flash-2.0InclusionAI8.00-0.140.57-
Ministral 3 8BMistral9.00$1140.150.15110 jeton/s
Solar MiniUpstage6.00-0.150.15-
Gemma 4 31B (Non-reasoning)Google22.30$32.80.150.4065 jeton/s
gpt-oss-120b (high)OpenAI24.10$94.60.150.59170 jeton/s
gpt-oss-120b (low)OpenAI14.90$24.10.150.59185 jeton/s
GPT-4o miniOpenAI6.70-0.150.6086 jeton/s
Mistral Small (Feb '24)Mistral3.20-0.150.60133 jeton/s
Mistral Small 4 (Non-reasoning)Mistral12.30-0.150.60128 jeton/s
Mistral Small 4 (Reasoning)Mistral19.70$87.70.150.60144 jeton/s
Solar Pro 3Upstage14.50$1580.150.60132 jeton/s
GLM-4.5-AirZ AI16.70-0.170.9883 jeton/s
Llama 4 ScoutMeta10.30$11.60.180.66107 jeton/s
Qwen3 8B (Non-reasoning)Alibaba4.80-0.180.7038 jeton/s
Qwen3 VL 8B InstructAlibaba8.20-0.180.70114 jeton/s
Qwen3 8B (Reasoning)Alibaba8.30-0.182.1037 jeton/s
Qwen3 VL 8B (Reasoning)Alibaba10.50-0.182.10114 jeton/s
Ministral 3 14BMistral11.20$1190.200.2090 jeton/s
Jamba 1.5 MiniAI21 Labs2.30-0.200.40-
Jamba 1.6 MiniAI21 Labs2.10-0.200.40181 jeton/s
Grok 4 Fast (Non-reasoning)SpaceXAI16.60-0.200.50-
Grok 4 Fast (Reasoning)SpaceXAI27.90-0.200.50-
Mistral Small (Sep '24)Mistral4.30-0.200.60131 jeton/s
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)NVIDIA4.20-0.200.60186 jeton/s
NVIDIA Nemotron Nano 12B v2 VL (Reasoning)NVIDIA8.80-0.200.6069 jeton/s
Celeris-1Celeris12.40-0.200.701894 jeton/s
NVIDIA Nemotron 3 Super 120B A12B (Reasoning)NVIDIA25.70$2540.200.80140 jeton/s
Qwen3 30B A3B (Non-reasoning)Alibaba6.60-0.200.80103 jeton/s
Qwen3 30B A3B 2507 InstructAlibaba8.90-0.200.80143 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$3200.201.15364 jeton/s
GPT-5.6 Luna (high)OpenAIMeilleur rapport qualité-prix47.00$55.00.201.20176 jeton/s
GPT-5.6 Luna (low)OpenAIMeilleur rapport qualité-prix33.90$13.70.201.20147 jeton/s
GPT-5.6 Luna (max)OpenAIMeilleur rapport qualité-prix52.30$1720.201.20190 jeton/s
GPT-5.6 Luna (medium)OpenAIMeilleur rapport qualité-prix38.90$21.10.201.20160 jeton/s
GPT-5.6 Luna (Non-reasoning)OpenAIMeilleur rapport qualité-prix26.80$10.20.201.20156 jeton/s
GPT-5.6 Luna (xhigh)OpenAI50.10$95.10.201.20175 jeton/s
GPT-5.4 nano (medium)OpenAI30.80-0.201.25161 jeton/s
GPT-5.4 nano (Non-Reasoning)OpenAI17.80-0.201.25160 jeton/s
GPT-5.4 nano (xhigh)OpenAI39.70$2770.201.25157 jeton/s
Qwen3 30B A3B (Reasoning)Alibaba9.20-0.202.40105 jeton/s
Qwen3 30B A3B 2507 (Reasoning)Alibaba14.60$1520.202.40141 jeton/s
Qwen3 VL 30B A3B (Reasoning)Alibaba13.40-0.202.40110 jeton/s
Seed-OSS-36B-InstructByteDance Seed18.50-0.210.5735 jeton/s
Trinity Large ThinkingArcee AI18.40-0.230.88203 jeton/s
Mistral 7B InstructMistral1.70-0.250.25111 jeton/s
Mercury 2Inception21.90$97.50.250.75846 jeton/s
Qwen3 Omni 30B A3B (Reasoning)Alibaba9.50-0.250.97100 jeton/s
Qwen3 Omni 30B A3B InstructAlibaba4.80-0.250.9795 jeton/s
Claude 3 HaikuAnthropic3.50-0.251.25-
Qwen3.6 35B A3B (Reasoning)Alibaba32.10$3340.251.49124 jeton/s
Gemini 3.1 Flash-LiteGoogle25.60$93.80.251.50327 jeton/s
GPT-5 mini (high)OpenAI25.80$1300.252.0089 jeton/s
GPT-5 mini (medium)OpenAI31.60-0.252.0090 jeton/s
GPT-5 mini (minimal)OpenAI14.30-0.252.0083 jeton/s
GPT-5.1 Codex mini (high)OpenAI31.30-0.252.00-
Qwen3.5 35B A3B (Non-reasoning)Alibaba24.30$2280.252.00174 jeton/s
Qwen3.5 35B A3B (Reasoning)Alibaba29.90-0.252.00156 jeton/s
Llama 4 MaverickMeta14.50$35.90.270.85111 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)SpaceXAI22.90-0.300.5074 jeton/s
GLM-4.6V (Non-reasoning)Z AI10.90-0.300.9077 jeton/s
GLM-4.6V (Reasoning)Z AI16.90-0.300.9064 jeton/s
Inkling SmallThinking Machines41.20$1930.301.20143 jeton/s
KAT Coder Pro V2KwaiKAT34.50-0.301.20108 jeton/s
MiniMax-M2MiniMax28.90-0.301.2095 jeton/s
MiniMax-M2.1MiniMax32.10-0.301.2094 jeton/s
MiniMax-M2.5MiniMax34.50-0.301.2094 jeton/s
MiniMax-M2.7MiniMax38.90-0.301.2061 jeton/s
MiniMax-M3MiniMax45.40$2050.301.2097 jeton/s
Qwen3.5 27B (Non-reasoning)Alibaba30.00-0.302.4081 jeton/s
Qwen3.5 27B (Reasoning)Alibaba34.60-0.302.4077 jeton/s
Gemini 2.5 Flash (Non-reasoning)Google14.20-0.302.50205 jeton/s
Gemini 2.5 Flash (Reasoning)Google20.30-0.302.50216 jeton/s
Gemini 3.5 Flash-LiteGoogle37.40$1530.302.50376 jeton/s
Ling-2.6-1TInclusionAI26.60-0.302.50-
Nova 2.0 Lite (high)Amazon20.80-0.302.50155 jeton/s
Nova 2.0 Lite (low)Amazon18.00-0.302.50159 jeton/s
Nova 2.0 Lite (medium)Amazon19.20-0.302.50156 jeton/s
Nova 2.0 Lite (Non-reasoning)Amazon11.80-0.302.50154 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-2.6-1TInclusionAI31.30-0.302.50-
Llama 3.2 Instruct 11B (Vision)Meta3.00-0.340.349 jeton/s
Qwen3 Coder NextAlibaba21.30$2500.351.20136 jeton/s
Qwen3 14B (Non-reasoning)Alibaba6.80-0.351.4057 jeton/s
Qwen3 14B (Reasoning)Alibaba10.40-0.354.2052 jeton/s
DeepSeek V3 (Dec '24)DeepSeek14.20$20.00.360.89-
Qwen3.6 35B A3B (Non-reasoning)Alibaba24.60-0.382.25162 jeton/s
Llama Nemotron Super 49B v1.5 (Non-reasoning)NVIDIA8.50-0.400.4095 jeton/s
Llama Nemotron Super 49B v1.5 (Reasoning)NVIDIA12.40-0.400.4080 jeton/s
GPT-4.1 miniOpenAI14.80$64.20.401.6069 jeton/s
Qwen3.7 PlusAlibaba39.40$3220.401.6057 jeton/s
Mistral Medium 3Mistral12.50-0.402.0048 jeton/s
Mistral Medium 3.1Mistral14.70$1340.402.0086 jeton/s
Qwen3.5 122B A10B (Non-reasoning)Alibaba28.20$2210.403.20130 jeton/s
Qwen3.5 122B A10B (Reasoning)Alibaba32.80$4440.403.20113 jeton/s
Qwen3.5 Omni PlusAlibaba31.30-0.404.8052 jeton/s
DeepSeek V4 Pro (Non-reasoning)DeepSeek31.90-0.430.8753 jeton/s
DeepSeek V4 Pro (Reasoning, High Effort)DeepSeek43.70$1090.430.8756 jeton/s
DeepSeek V4 Pro (Reasoning, Max Effort)DeepSeek45.30$1760.430.8763 jeton/s
MiMo-V2.5-ProXiaomi42.90$98.90.430.8771 jeton/s
MiMo-V2.5-Pro (Non-reasoning)Xiaomi28.40-0.430.8766 jeton/s
Mixtral 8x7B InstructMistral2.00-0.450.70-
Agnes 2.5 Pro AlphaSapiens AI39.70-0.450.90131 jeton/s
Qwen3 Coder 30B A3B InstructAlibaba13.60-0.452.2591 jeton/s
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$3010.501.50126 jeton/s
Mistral Large 3Mistral15.90$71.10.501.5040 jeton/s
Qwen3 Next 80B A3B InstructAlibaba13.80-0.502.00183 jeton/s
Nex-N2-ProNex AGI42.10-0.502.50129 jeton/s
Gemini 3 Flash Preview (Non-reasoning)Google27.90-0.503.00168 jeton/s
Gemini 3 Flash Preview (Reasoning)Google38.70-0.503.00186 jeton/s
Qwen3.6 PlusAlibaba40.50$5260.503.0056 jeton/s
Qwen3 Next 80B A3B (Reasoning)Alibaba16.90$4000.506.00205 jeton/s
GLM-4.6 (Reasoning)Z AI29.30$3140.552.2047 jeton/s
MiniMax M1 80kMiniMax17.90-0.552.20-
Llama 3.1 Instruct 70BMeta6.50-0.560.5657 jeton/s
DeepSeek V3.1 (Non-reasoning)DeepSeek21.40-0.561.68-
GLM-4.6 (Non-reasoning)Z AI23.40-0.572.2061 jeton/s
Kimi K2Kimi19.70-0.572.3037 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 AI9.00-0.601.8082 jeton/s
Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)NVIDIA8.90-0.601.8052 jeton/s
GLM-4.7 (Non-reasoning)Z AI27.10-0.602.2098 jeton/s
GLM-4.7 (Reasoning)Z AI34.50$6070.602.2096 jeton/s
Kimi K2 0905Kimi24.00-0.602.5038 jeton/s
Kimi K2 ThinkingKimi33.50-0.602.50107 jeton/s
Nemotron 3 Ultra 550B A55B (Reasoning)NVIDIA38.30$5340.602.75142 jeton/s
Kimi K2.5 (Non-reasoning)Kimi30.10-0.603.0046 jeton/s
Kimi K2.5 (Reasoning)Kimi36.00$3040.603.0050 jeton/s
Qwen3.5 397B A17B (Non-reasoning)Alibaba32.70-0.603.6078 jeton/s
Qwen3.5 397B A17B (Reasoning)Alibaba34.30$5270.603.6078 jeton/s
Qwen3.6 27B (Non-reasoning)Alibaba31.30$3590.603.6055 jeton/s
Qwen3.6 27B (Reasoning)Alibaba37.70$6670.603.6056 jeton/s
Llama 3 Instruct 70BMeta3.10-0.652.75-
Llama 3.3 Instruct 70BMeta9.30-0.660.7280 jeton/s
QwQ 32BAlibaba13.40-0.661.0032 jeton/s
Hermes 3 - Llama-3.1 70BNous Research4.80-0.700.7034 jeton/s
DeepSeek R1 Distill Llama 70BDeepSeek9.80-0.701.0526 jeton/s
Qwen3 235B A22B (Non-reasoning)Alibaba10.80-0.702.8056 jeton/s
Qwen3 235B A22B 2507 InstructAlibaba18.40-0.702.8057 jeton/s
Qwen3 32B (Non-reasoning)Alibaba8.50-0.702.8092 jeton/s
Qwen3 VL 235B A22B InstructAlibaba14.40-0.702.8051 jeton/s
Qwen3 VL 32B InstructAlibaba11.00-0.702.8066 jeton/s
Qwen3 235B A22B (Reasoning)Alibaba13.50-0.708.4059 jeton/s
Qwen3 235B A22B 2507 (Reasoning)Alibaba19.90$6100.708.4062 jeton/s
Qwen3 32B (Reasoning)Alibaba11.40-0.708.4093 jeton/s
Qwen3 VL 235B A22B (Reasoning)Alibaba20.90-0.708.4057 jeton/s
Qwen3 VL 32B (Reasoning)Alibaba18.10-0.708.4089 jeton/s
LongCat 2.0LongCat34.30-0.752.9541 jeton/s
GPT-5.4 mini (medium)OpenAI30.50-0.754.50167 jeton/s
GPT-5.4 mini (Non-Reasoning)OpenAI16.80-0.754.50156 jeton/s
GPT-5.4 mini (xhigh)OpenAI40.90$10960.754.50172 jeton/s
Nova ProAmazon7.50-0.803.20-
Apertus 70B InstructSwiss AI Initiative2.00-0.822.92-
Kimi K2.6Kimi45.10$8410.954.0044 jeton/s
Kimi K2.6 (Non-reasoning)Kimi35.40-0.954.0040 jeton/s
Kimi K2.7 CodeKimi43.00$5450.954.0043 jeton/s
Grok Build 0.1 0616SpaceXAI40.70$3771.002.00102 jeton/s
Hermes 4 - Llama-3.1 405B (Non-reasoning)Nous Research8.60-1.003.0032 jeton/s
Hermes 4 - Llama-3.1 405B (Reasoning)Nous Research8.80-1.003.0033 jeton/s
GLM-5 (Non-reasoning)Z AI33.20-1.003.2038 jeton/s
GLM-5 (Reasoning)Z AI40.60-1.003.2040 jeton/s
Inkling (xhigh)Thinking Machines42.30-1.004.0581 jeton/s
Claude 4.5 Haiku (Non-reasoning)Anthropic24.10-1.005.0087 jeton/s
Claude 4.5 Haiku (Reasoning)Anthropic29.90$4711.005.0092 jeton/s
o3-miniOpenAI19.20-1.104.40221 jeton/s
o3-mini (high)OpenAI15.70-1.104.40228 jeton/s
o4-mini (high)OpenAI26.10-1.104.40151 jeton/s
Llama 3.1 Nemotron Instruct 70BNVIDIA7.40-1.201.20102 jeton/s
Qwen3 MaxAlibaba24.50-1.206.0057 jeton/s
Qwen3 Max (Preview)Alibaba19.40-1.206.0058 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)SpaceXAI22.20-1.252.50138 jeton/s
Grok 4.20 0309 v2 (Reasoning)SpaceXAI38.00-1.252.50173 jeton/s
Grok 4.3 (high)SpaceXAI37.90$2881.252.50116 jeton/s
Grok 4.3 (low)SpaceXAI36.30-1.252.50113 jeton/s
Grok 4.3 (medium)SpaceXAI36.90-1.252.50119 jeton/s
Grok 4.3 (Non-reasoning)SpaceXAI25.00$2011.252.50108 jeton/s
Muse Spark 1.1 (xhigh)MetaMeilleur rapport qualité-prix53.20$5471.254.25221 jeton/s
Muse Spark 1.2 (xhigh)MetaMeilleur rapport qualité-prix56.80$6391.254.25-
Gemini 2.5 ProGoogle25.90$6111.2510.00137 jeton/s
Gemini 2.5 Pro Preview (May' 25)Google22.70-1.2510.00-
GPT-5 (high)OpenAI35.30$7891.2510.0089 jeton/s
GPT-5 (low)OpenAI31.90-1.2510.0086 jeton/s
GPT-5 (medium)OpenAI34.60-1.2510.0079 jeton/s
GPT-5 (minimal)OpenAI17.30-1.2510.0064 jeton/s
GPT-5 Codex (high)OpenAI37.00-1.2510.00-
GPT-5.1 (high)OpenAI37.50$7821.2510.00100 jeton/s
GPT-5.1 (Non-reasoning)OpenAI20.70-1.2510.00103 jeton/s
GPT-5.1 Codex (high)OpenAI35.60-1.2510.00-
Nova 2.0 Pro Preview (low)Amazon19.80-1.2510.00116 jeton/s
Nova 2.0 Pro Preview (medium)Amazon22.10-1.2510.00116 jeton/s
Nova 2.0 Pro Preview (Non-reasoning)Amazon14.40-1.2510.0093 jeton/s
GLM-5.2 (max)Z AI52.60$9041.304.18124 jeton/s
Qwen3.6 Max PreviewAlibaba41.10-1.307.8050 jeton/s
DeepSeek R1 0528 (May '25)DeepSeek20.40-1.354.20-
GLM-5.2 (Non-reasoning)Z AI34.80-1.354.2591 jeton/s
GLM-5.1 (Non-reasoning)Z AI36.30-1.384.4063 jeton/s
GLM-5.1 (Reasoning)Z AI41.00$6761.384.4074 jeton/s
Gemini 3.6 Flash (high)Google51.60$7271.507.50213 jeton/s
Mistral MediumMistral3.20-1.507.5078 jeton/s
Mistral Medium 3.5Mistral30.40$8831.507.50145 jeton/s
Qwen3 Coder 480B A35B InstructAlibaba18.20-1.507.5057 jeton/s
Gemini 3.5 Flash (high)Google52.00$10421.509.00169 jeton/s
Gemini 3.5 Flash (medium)Google46.70-1.509.00192 jeton/s
Gemini 3.5 Flash (minimal)Google35.80-1.509.00168 jeton/s
DeepSeek V3.1 Terminus (Reasoning)DeepSeek31.10-1.642.75-
DeepSeek R1 (Jan '25)DeepSeek18.60$4031.684.70-
GPT-5.2 (medium)OpenAI38.90-1.7514.00-
GPT-5.2 (Non-reasoning)OpenAI26.50-1.7514.0067 jeton/s
GPT-5.2 (xhigh)OpenAI43.30-1.7514.0073 jeton/s
GPT-5.2 Codex (xhigh)OpenAI41.20-1.7514.00-
GPT-5.3 Codex (xhigh)OpenAI45.50-1.7514.00120 jeton/s
Magistral Medium 1.2Mistral18.00$9202.005.0064 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)SpaceXAIMeilleur rapport qualité-prix55.80$5792.006.0054 jeton/s
Mistral Large 2 (Jul '24)Mistral7.00-2.006.00-
Qwen3.8 MaxAlibaba58.10$17412.006.0068 jeton/s
GPT-4.1OpenAI19.60-2.008.00104 jeton/s
Jamba 1.5 LargeAI21 Labs4.80-2.008.00-
Jamba 1.6 LargeAI21 Labs4.70-2.008.0056 jeton/s
Jamba 1.7 LargeAI21 Labs5.00-2.008.0054 jeton/s
o3OpenAI31.10-2.008.00114 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, High Effort)Anthropic--2.0010.0065 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Low Effort)Anthropic--2.0010.0057 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Max Effort)Anthropic55.30$40112.0010.0067 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Medium Effort)Anthropic--2.0010.0065 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)Anthropic--2.0010.0066 jeton/s
Claude Sonnet 5 (Non-reasoning, High Effort)Anthropic42.60$4162.0010.0061 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$8122.0012.00131 jeton/s
GPT-5.6 Terra (high)OpenAI50.10$3952.0012.0098 jeton/s
GPT-5.6 Terra (low)OpenAI41.30$1302.0012.00106 jeton/s
GPT-5.6 Terra (max)OpenAI56.60$13902.0012.00125 jeton/s
GPT-5.6 Terra (medium)OpenAI46.80$1922.0012.00109 jeton/s
GPT-5.6 Terra (Non-reasoning)OpenAI34.60$98.52.0012.00103 jeton/s
GPT-5.6 Terra (xhigh)OpenAI52.80$5902.0012.00109 jeton/s
Qwen3.7 MaxAlibaba46.70$10642.507.50202 jeton/s
Command ACohere7.50-2.5010.0057 jeton/s
GPT-4o (Aug '24)OpenAI9.40-2.5010.0082 jeton/s
GPT-4o (Nov '24)OpenAI11.10-2.5010.00125 jeton/s
Nova PremierAmazon12.70-2.5012.5033 jeton/s
GPT-5.4 (low)OpenAI40.20-2.5015.0089 jeton/s
GPT-5.4 (Non-reasoning)OpenAI28.30-2.5015.0087 jeton/s
GPT-5.4 (xhigh)OpenAI53.10$21832.5015.00125 jeton/s
Claude 3 SonnetAnthropic4.40-3.0015.00-
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)Anthropic29.90-3.0015.0040 jeton/s
Claude 4.5 Sonnet (Reasoning)Anthropic37.40$10373.0015.0040 jeton/s
Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)Anthropic48.40$33553.0015.0062 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)Anthropic35.10-3.0015.0043 jeton/s
Command-R+ (Apr '24)Cohere2.60-3.0015.00-
Grok 4SpaceXAI34.10-3.0015.00-
Kimi K3 (low)Kimi48.30$2833.0015.0040 jeton/s
Kimi K3 (max)Kimi59.70$24253.0015.0039 jeton/s
Mistral Large (Feb '24)Mistral4.10-4.0012.00-
Grok 3SpaceXAI18.60-4.0020.00-
GPT-4o (May '24)OpenAI8.40-5.0015.0070 jeton/s
Claude Opus 4.5 (Non-reasoning)Anthropic35.60-5.0025.0045 jeton/s
Claude Opus 4.5 (Reasoning)Anthropic41.90-5.0025.0048 jeton/s
Claude Opus 4.6 (Adaptive Reasoning, Max Effort)Anthropic44.90-5.0025.0042 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$37435.0025.0051 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$37525.0025.0057 jeton/s
Claude Opus 5 (Adaptive Reasoning, High Effort)AnthropicMeilleur rapport qualité-prix61.50$19745.0025.0053 jeton/s
Claude Opus 5 (Adaptive Reasoning, Low Effort)Anthropic52.50$5555.0025.0052 jeton/s
Claude Opus 5 (Adaptive Reasoning, Max Effort)AnthropicMeilleur rapport qualité-prix63.10$38365.0025.0055 jeton/s
Claude Opus 5 (Adaptive Reasoning, Medium Effort)AnthropicMeilleur rapport qualité-prix58.60$11165.0025.0055 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$17215.0030.0066 jeton/s
GPT-5.5 (low)OpenAI44.50$3745.0030.0061 jeton/s
GPT-5.5 (medium)OpenAI51.40$9395.0030.0065 jeton/s
GPT-5.5 (Non-reasoning)OpenAI35.80$2125.0030.0057 jeton/s
GPT-5.5 (xhigh)OpenAI56.30$27785.0030.0069 jeton/s
GPT-5.5 Instant (June 2026)OpenAI29.20$4235.0030.00164 jeton/s
GPT-5.5 Instant (May 2026)OpenAI34.30-5.0030.00-
GPT-5.6 Sol (high)OpenAIMeilleur rapport qualité-prix57.30$9555.0030.0061 jeton/s
GPT-5.6 Sol (low)OpenAI50.70$3445.0030.0060 jeton/s
GPT-5.6 Sol (max)OpenAI60.90$28235.0030.0063 jeton/s
GPT-5.6 Sol (medium)OpenAI55.60$5805.0030.0056 jeton/s
GPT-5.6 Sol (Non-reasoning)OpenAI41.90$2405.0030.0060 jeton/s
GPT-5.6 Sol (xhigh)OpenAIMeilleur rapport qualité-prix59.00$15255.0030.0060 jeton/s
GPT-4 TurboOpenAI7.70-10.0030.0029 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.