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 AI8.10-0.000.00338 jeton/s
LFM2.5-VL-1.6BLiquid AI1.00-0.000.00353 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 InstructMicrosoft4.20-0.000.0018 jeton/s
Sarvam M (Reasoning)Sarvam2.60-0.000.00-
Tiny Aya GlobalCohere1.00-0.000.00-
Llama 3.1 Instruct 8BMeta7.40-0.020.05133 jeton/s
Gemma 4 E4B (Non-reasoning)Google8.70-0.020.1052 jeton/s
Gemma 4 E4B (Reasoning)Google12.20-0.020.1048 jeton/s
Sarvam 30B (high)Sarvam6.40-0.030.11-
Qwen3.5 4B (Non-reasoning)Alibaba16.10-0.030.1552 jeton/s
Qwen3.5 4B (Reasoning)Alibaba20.40-0.030.1543 jeton/s
Granite 3.3 8B (Non-reasoning)IBM1.30-0.030.2515 jeton/s
Llama 3 Instruct 8BMeta1.00-0.040.14-
Nova MicroAmazon4.40-0.040.14300 jeton/s
NVIDIA Nemotron Nano 9B V2 (Reasoning)NVIDIA8.70-0.040.16173 jeton/s
Sarvam 105B (high)Sarvam11.90-0.040.17-
Granite 4.1 8BIBM6.40-0.050.10115 jeton/s
Nemotron 3.5 LightningNVIDIA23.60$59.70.050.20300 jeton/s
NVIDIA Nemotron 3 Nano 30B A3B (Non-reasoning)NVIDIA7.20-0.050.20190 jeton/s
NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)NVIDIA14.50$39.40.050.20227 jeton/s
NVIDIA Nemotron Nano 9B V2 (Non-reasoning)NVIDIA7.20-0.050.20168 jeton/s
Qwen2.5 TurboAlibaba6.00-0.050.20109 jeton/s
Llama 2 Chat 7BMeta3.90-0.050.25-
GPT-5 nano (high)OpenAI20.10-0.050.40162 jeton/s
GPT-5 nano (medium)OpenAI19.20-0.050.40159 jeton/s
GPT-5 nano (minimal)OpenAI7.80-0.050.40163 jeton/s
Gemma 3n E4B InstructGoogle1.00-0.060.1257 jeton/s
gpt-oss-20b (high)OpenAI15.20$32.70.060.19125 jeton/s
Hy3-preview (Non-reasoning)Tencent26.60-0.060.21-
Hy3-preview (Reasoning)Tencent34.40-0.060.21-
Nova LiteAmazon6.70-0.060.24157 jeton/s
Granite 4.0 H SmallIBM4.90-0.060.2520 jeton/s
gpt-oss-20b (low)OpenAI14.40-0.070.20152 jeton/s
Ling 3.0 FlashInclusionAI37.80$72.80.070.22-
Nemotron 3 Nano Omni 30B A3B ReasoningNVIDIA15.00-0.070.30328 jeton/s
GLM-4.7-Flash (Non-reasoning)Z AI15.60-0.070.40124 jeton/s
GLM-4.7-Flash (Reasoning)Z AI23.30-0.070.4098 jeton/s
Ministral 3 3BMistral7.10$91.60.100.10200 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)Google13.20-0.100.30116 jeton/s
Gemma 4 12B (Reasoning)Google22.20-0.100.30113 jeton/s
Ling 2.6 FlashInclusionAI14.20-0.100.30104 jeton/s
MiMo-V2-Flash (Reasoning)Xiaomi31.90-0.100.30-
Mistral Small 3Mistral6.70-0.100.30163 jeton/s
Mistral Small 3.1Mistral14.90$29.80.100.30153 jeton/s
Mistral Small 3.2Mistral10.70$1290.100.30157 jeton/s
Step 3.5 FlashStepFun26.00-0.100.30225 jeton/s
Step 3.5 Flash 2603StepFun26.50-0.100.30221 jeton/s
Gemini 2.5 Flash-Lite (Non-reasoning)Google6.70-0.100.40290 jeton/s
Gemini 2.5 Flash-Lite (Reasoning)Google11.40-0.100.40330 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$36.70.100.40154 jeton/s
Qwen3.5 Omni FlashAlibaba19.20-0.100.80257 jeton/s
DeepSeek V4 Flash (Reasoning, Max Effort)DeepSeek42.10$1040.130.28-
Gemma 4 26B A4B (Non-reasoning)Google20.40-0.130.4066 jeton/s
Gemma 4 26B A4B (Reasoning)Google26.10$59.50.130.40-
Hermes 4 - Llama-3.1 70B (Non-reasoning)Nous Research6.70-0.130.4094 jeton/s
Hermes 4 - Llama-3.1 70B (Reasoning)Nous Research9.90-0.130.4084 jeton/s
Phi-4Microsoft4.60-0.130.5023 jeton/s
Qwen3.5 9B (Reasoning)Alibaba21.80$2400.140.2081 jeton/s
DeepSeek V4 Flash (Non-reasoning)DeepSeek29.30-0.140.28-
DeepSeek V4 Flash (Reasoning, High Effort)DeepSeek39.00$58.50.140.28-
MiMo-V2.5Xiaomi38.00$25.20.140.2869 jeton/s
Hy3Tencent42.20$93.60.140.5672 jeton/s
Ling-flash-2.0InclusionAI9.60-0.140.5791 jeton/s
Ring-flash-2.0InclusionAI8.00-0.140.57-
Ministral 3 8BMistral9.00$1140.150.15129 jeton/s
Solar MiniUpstage6.00-0.150.15-
Gemma 4 31B (Non-reasoning)Google22.30$32.80.150.4084 jeton/s
gpt-oss-120b (low)OpenAI14.90$24.20.150.59202 jeton/s
GPT-4o miniOpenAI6.70-0.150.60101 jeton/s
gpt-oss-120b (high)OpenAI24.10$95.00.150.60176 jeton/s
Mistral Small (Feb '24)Mistral3.20-0.150.60161 jeton/s
Mistral Small 4 (Non-reasoning)Mistral12.30-0.150.60157 jeton/s
Mistral Small 4 (Reasoning)Mistral19.70$87.70.150.60175 jeton/s
Solar Pro 3Upstage14.50$1580.150.60153 jeton/s
Qwen3.5 9B (Non-reasoning)Alibaba20.60-0.170.2589 jeton/s
GLM-4.5-AirZ AI16.70-0.170.9875 jeton/s
Llama 4 ScoutMeta10.30$11.60.180.66133 jeton/s
Qwen3 8B (Non-reasoning)Alibaba4.80-0.180.7040 jeton/s
Qwen3 VL 8B InstructAlibaba8.20-0.180.70119 jeton/s
Qwen3 8B (Reasoning)Alibaba8.30-0.182.1038 jeton/s
Qwen3 VL 8B (Reasoning)Alibaba10.50-0.182.10112 jeton/s
Ministral 3 14BMistral11.20$1190.200.2098 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)Mistral4.30-0.200.60158 jeton/s
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)NVIDIA4.20-0.200.60200 jeton/s
NVIDIA Nemotron Nano 12B v2 VL (Reasoning)NVIDIA8.80-0.200.60137 jeton/s
Celeris-1Celeris12.40$1570.200.701490 jeton/s
Nemotron 3 Super 120B A12B (Reasoning)NVIDIA25.70$2540.200.80140 jeton/s
Qwen3 30B A3B (Non-reasoning)Alibaba6.60-0.200.80107 jeton/s
Qwen3 30B A3B 2507 InstructAlibaba8.90-0.200.80141 jeton/s
Qwen3 VL 30B A3B InstructAlibaba9.90-0.200.80112 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$3200.201.15150 jeton/s
GPT-5.6 Luna (high)OpenAIMeilleur rapport qualité-prix47.00$55.00.201.20177 jeton/s
GPT-5.6 Luna (low)OpenAIMeilleur rapport qualité-prix33.90$13.70.201.20167 jeton/s
GPT-5.6 Luna (max)OpenAIMeilleur rapport qualité-prix52.30$1720.201.20177 jeton/s
GPT-5.6 Luna (medium)OpenAIMeilleur rapport qualité-prix38.90$21.10.201.20179 jeton/s
GPT-5.6 Luna (Non-reasoning)OpenAIMeilleur rapport qualité-prix26.80$10.20.201.20163 jeton/s
GPT-5.6 Luna (xhigh)OpenAIMeilleur rapport qualité-prix50.10$95.10.201.20178 jeton/s
GPT-5.4 nano (medium)OpenAI30.80-0.201.25186 jeton/s
GPT-5.4 nano (Non-Reasoning)OpenAI17.80-0.201.25171 jeton/s
GPT-5.4 nano (xhigh)OpenAI39.70$2770.201.25178 jeton/s
Qwen3 30B A3B (Reasoning)Alibaba9.20-0.202.40106 jeton/s
Qwen3 30B A3B 2507 (Reasoning)Alibaba14.60$1520.202.40148 jeton/s
Qwen3 VL 30B A3B (Reasoning)Alibaba13.40-0.202.40112 jeton/s
Seed-OSS-36B-InstructByteDance Seed18.50-0.210.5724 jeton/s
Trinity Large ThinkingArcee AI18.70$2550.230.88202 jeton/s
Mistral 7B InstructMistral1.70-0.250.25126 jeton/s
Mercury 2Inception21.90$97.50.250.75925 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$93.80.251.50353 jeton/s
GPT-5 mini (high)OpenAI25.80$1300.252.0086 jeton/s
GPT-5 mini (medium)OpenAI31.60-0.252.0096 jeton/s
GPT-5 mini (minimal)OpenAI14.30-0.252.00105 jeton/s
GPT-5.1 Codex mini (high)OpenAI31.30-0.252.00-
Qwen3.5 35B A3B (Non-reasoning)Alibaba24.30$2280.252.00170 jeton/s
Qwen3.5 35B A3B (Reasoning)Alibaba29.90-0.252.00151 jeton/s
Llama 4 MaverickMeta14.50$35.90.270.85118 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)SpaceXAI22.90-0.300.5071 jeton/s
GLM-4.6V (Non-reasoning)Z AI10.90-0.300.9071 jeton/s
GLM-4.6V (Reasoning)Z AI16.90-0.300.9069 jeton/s
Inkling SmallThinking Machines41.20$1930.301.2065 jeton/s
KAT Coder Pro V2KwaiKAT33.70-0.301.20109 jeton/s
MiniMax-M2MiniMax28.90-0.301.20101 jeton/s
MiniMax-M2.1MiniMax32.10-0.301.2099 jeton/s
MiniMax-M2.5MiniMax34.50-0.301.20105 jeton/s
MiniMax-M2.7MiniMax38.90$1430.301.2067 jeton/s
MiniMax-M3MiniMax45.40$2050.301.20109 jeton/s
Solar Pro 4Upstage41.60$3210.301.2057 jeton/s
Qwen3.5 27B (Non-reasoning)Alibaba30.00-0.302.4083 jeton/s
Qwen3.5 27B (Reasoning)Alibaba34.60-0.302.4078 jeton/s
Gemini 2.5 Flash (Non-reasoning)Google14.20-0.302.50230 jeton/s
Gemini 2.5 Flash (Reasoning)Google20.30-0.302.50229 jeton/s
Gemini 3.5 Flash-LiteGoogle37.40$1530.302.50356 jeton/s
Ling-2.6-1TInclusionAI26.60-0.302.50-
Nova 2.0 Lite (high)Amazon20.80-0.302.50164 jeton/s
Nova 2.0 Lite (low)Amazon18.00-0.302.50166 jeton/s
Nova 2.0 Lite (medium)Amazon19.20-0.302.50171 jeton/s
Nova 2.0 Lite (Non-reasoning)Amazon11.80-0.302.50146 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$1050.321.35104 jeton/s
Llama 3.2 Instruct 11B (Vision)Meta3.00-0.340.3444 jeton/s
Qwen3 Coder NextAlibaba21.30$2500.351.20151 jeton/s
Qwen3 14B (Non-reasoning)Alibaba6.80-0.351.4064 jeton/s
Qwen3 14B (Reasoning)Alibaba10.40-0.354.2061 jeton/s
DeepSeek V3 (Dec '24)DeepSeek14.20$20.00.360.89-
Qwen3.6 35B A3B (Non-reasoning)Alibaba24.60$5300.382.25146 jeton/s
Qwen3.6 35B A3B (Reasoning)Alibaba32.10$5050.382.25131 jeton/s
Llama Nemotron Super 49B v1.5 (Non-reasoning)NVIDIA8.50-0.400.40126 jeton/s
Llama Nemotron Super 49B v1.5 (Reasoning)NVIDIA12.40-0.400.40128 jeton/s
GPT-4.1 miniOpenAI14.80$64.20.401.6089 jeton/s
Qwen3.7 PlusAlibaba39.40$3220.401.6056 jeton/s
Mistral Medium 3Mistral12.50-0.402.0058 jeton/s
Mistral Medium 3.1Mistral14.70$1340.402.00112 jeton/s
Qwen3.5 122B A10B (Non-reasoning)Alibaba28.20$2210.403.20148 jeton/s
Qwen3.5 122B A10B (Reasoning)Alibaba32.80$4440.403.20136 jeton/s
Qwen3.5 Omni PlusAlibaba31.30-0.404.8053 jeton/s
DeepSeek V4 Pro (Non-reasoning)DeepSeek31.90-0.430.8788 jeton/s
DeepSeek V4 Pro (Reasoning, High Effort)DeepSeek43.70$1090.430.8787 jeton/s
DeepSeek V4 Pro (Reasoning, Max Effort)DeepSeek45.30$1760.430.8783 jeton/s
MiMo-V2.5-ProXiaomi42.90$98.90.430.8755 jeton/s
MiMo-V2.5-Pro (Non-reasoning)Xiaomi28.40-0.430.8754 jeton/s
DeepSeek V4 Flash 0731 (Reasoning, Max Effort)DeepSeek51.80$3230.441.32114 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 InstructAlibaba13.60-0.452.2595 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$3010.501.50155 jeton/s
Mistral Large 3Mistral15.90$71.10.501.5052 jeton/s
Qwen3 Next 80B A3B InstructAlibaba13.80-0.502.00191 jeton/s
Nex-N2-ProNex AGI41.70-0.502.50138 jeton/s
Gemini 3 Flash Preview (Non-reasoning)Google27.90-0.503.00193 jeton/s
Gemini 3 Flash Preview (Reasoning)Google38.70-0.503.00189 jeton/s
Qwen3.6 PlusAlibaba40.50$5260.503.0056 jeton/s
Qwen3 Next 80B A3B (Reasoning)Alibaba16.90$4000.506.00199 jeton/s
GLM-4.6 (Reasoning)Z AI29.30$3140.552.2051 jeton/s
MiniMax M1 80kMiniMax17.90-0.552.20-
Llama 3.1 Instruct 70BMeta6.50-0.560.5656 jeton/s
DeepSeek V3.1 (Non-reasoning)DeepSeek21.40-0.561.68-
GLM-4.6 (Non-reasoning)Z AI23.40-0.572.2077 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 AI6.80-0.601.80100 jeton/s
GLM-4.5V (Reasoning)Z AI9.00-0.601.8085 jeton/s
Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)NVIDIA8.90-0.601.8053 jeton/s
GLM-4.7 (Non-reasoning)Z AI27.10-0.602.20115 jeton/s
GLM-4.7 (Reasoning)Z AI34.50$6070.602.20113 jeton/s
Kimi K2 0905Kimi24.00-0.602.5040 jeton/s
Kimi K2 ThinkingKimi33.50-0.602.50124 jeton/s
Nemotron 3 Ultra 550B A55B (Reasoning)NVIDIA38.30$5340.602.75154 jeton/s
Kimi K2.5 (Non-reasoning)Kimi30.10-0.603.0049 jeton/s
Kimi K2.5 (Reasoning)Kimi36.00$3040.603.0048 jeton/s
Qwen3.5 397B A17B (Non-reasoning)Alibaba32.70-0.603.6095 jeton/s
Qwen3.5 397B A17B (Reasoning)Alibaba34.30$5270.603.6097 jeton/s
Qwen3.6 27B (Non-reasoning)Alibaba31.30$3590.603.6058 jeton/s
Qwen3.6 27B (Reasoning)Alibaba37.70$6670.603.6061 jeton/s
Llama 3 Instruct 70BMeta3.10-0.652.75-
Llama 3.3 Instruct 70BMeta9.30-0.660.7287 jeton/s
QwQ 32BAlibaba13.40-0.661.00-
Hermes 3 - Llama-3.1 70BNous Research4.80-0.700.7032 jeton/s
DeepSeek R1 Distill Llama 70BDeepSeek9.80-0.701.1027 jeton/s
Qwen3 235B A22B (Non-reasoning)Alibaba10.80-0.702.8062 jeton/s
Qwen3 235B A22B 2507 InstructAlibaba18.40-0.702.8061 jeton/s
Qwen3 32B (Non-reasoning)Alibaba8.50-0.702.80107 jeton/s
Qwen3 VL 235B A22B InstructAlibaba14.40-0.702.8050 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$6100.708.4065 jeton/s
Qwen3 32B (Reasoning)Alibaba11.40-0.708.40104 jeton/s
Qwen3 VL 235B A22B (Reasoning)Alibaba20.90-0.708.4055 jeton/s
Qwen3 VL 32B (Reasoning)Alibaba18.10-0.708.4090 jeton/s
LongCat 2.0LongCat34.00$4420.752.9545 jeton/s
Gemini 3.7 Flash (high)GoogleMeilleur rapport qualité-prix56.00$4850.753.75-
Gemini 3.7 Flash (low)GoogleMeilleur rapport qualité-prix50.90$1650.753.75-
Gemini 3.7 Flash (medium)GoogleMeilleur rapport qualité-prix53.40$2780.753.75-
GPT-5.4 mini (medium)OpenAI30.50-0.754.50178 jeton/s
GPT-5.4 mini (Non-Reasoning)OpenAI16.80-0.754.50179 jeton/s
GPT-5.4 mini (xhigh)OpenAI40.90$10960.754.50192 jeton/s
Nova ProAmazon7.50-0.803.20-
Apertus 70B InstructSwiss AI Initiative2.00-0.822.92-
Kimi K2.6Kimi45.10$8410.954.0047 jeton/s
Kimi K2.6 (Non-reasoning)Kimi35.40-0.954.0044 jeton/s
Kimi K2.7 CodeKimi43.00$5450.954.0039 jeton/s
Grok Build 0.1 0616SpaceXAI40.70$3771.002.0073 jeton/s
Hermes 4 - Llama-3.1 405B (Non-reasoning)Nous Research8.60-1.003.0029 jeton/s
Hermes 4 - Llama-3.1 405B (Reasoning)Nous Research8.80-1.003.0036 jeton/s
GLM-5 (Non-reasoning)Z AI33.20-1.003.2040 jeton/s
GLM-5 (Reasoning)Z AI40.60-1.003.2042 jeton/s
Inkling (xhigh)Thinking Machines42.30$6981.004.0580 jeton/s
Claude 4.5 Haiku (Non-reasoning)Anthropic24.10-1.005.0091 jeton/s
Claude 4.5 Haiku (Reasoning)Anthropic29.90$4711.005.0094 jeton/s
o3-miniOpenAI19.20-1.104.40219 jeton/s
o3-mini (high)OpenAI15.70-1.104.40233 jeton/s
o4-mini (high)OpenAI26.10-1.104.40158 jeton/s
Llama 3.1 Nemotron Instruct 70BNVIDIA7.40-1.201.20181 jeton/s
Qwen3 MaxAlibaba24.50-1.206.0061 jeton/s
Qwen3 Max (Preview)Alibaba19.40-1.206.0061 jeton/s
Qwen3 Max Thinking (Preview)Alibaba25.50-1.206.0061 jeton/s
Cogito v2.1 (Reasoning)Deep Cogito--1.251.25-
Grok 4.20 0309 v2 (Non-reasoning)SpaceXAI22.20-1.252.5088 jeton/s
Grok 4.20 0309 v2 (Reasoning)SpaceXAI38.00-1.252.50103 jeton/s
Grok 4.3 (high)SpaceXAI37.90$2881.252.50133 jeton/s
Grok 4.3 (low)SpaceXAI36.30-1.252.50112 jeton/s
Grok 4.3 (medium)SpaceXAI36.90-1.252.50126 jeton/s
Grok 4.3 (Non-reasoning)SpaceXAI25.00$2011.252.50108 jeton/s
Muse Spark 1.1 (xhigh)Meta53.20$5471.254.25245 jeton/s
Muse Spark 1.2 (xhigh)MetaMeilleur rapport qualité-prix56.80$6391.254.25-
Gemini 2.5 ProGoogle25.90$6111.2510.00138 jeton/s
Gemini 2.5 Pro Preview (May' 25)Google22.70-1.2510.00-
GPT-5 (high)OpenAI35.30$7891.2510.0085 jeton/s
GPT-5 (low)OpenAI31.90-1.2510.0065 jeton/s
GPT-5 (medium)OpenAI34.60-1.2510.0079 jeton/s
GPT-5 (minimal)OpenAI17.30-1.2510.0089 jeton/s
GPT-5 Codex (high)OpenAI37.00-1.2510.00-
GPT-5.1 (high)OpenAI37.50$7821.2510.00115 jeton/s
GPT-5.1 (Non-reasoning)OpenAI20.70-1.2510.00112 jeton/s
GPT-5.1 Codex (high)OpenAI35.60-1.2510.00-
Nova 2.0 Pro Preview (low)Amazon19.80-1.2510.00117 jeton/s
Nova 2.0 Pro Preview (medium)Amazon22.10-1.2510.00119 jeton/s
Nova 2.0 Pro Preview (Non-reasoning)Amazon14.40-1.2510.00111 jeton/s
Qwen3.6 Max PreviewAlibaba41.10-1.307.8067 jeton/s
DeepSeek V4 Pro 0813 (Reasoning, Max Effort)DeepSeek53.20$6051.323.9685 jeton/s
DeepSeek R1 0528 (May '25)DeepSeek20.40-1.354.20-
GLM-5.1 (Non-reasoning)Z AI36.30-1.384.4074 jeton/s
GLM-5.1 (Reasoning)Z AI41.00$6761.384.4081 jeton/s
GLM-5.2 (max)Z AI52.60$7351.404.40139 jeton/s
GLM-5.2 (Non-reasoning)Z AI34.80-1.404.40140 jeton/s
Gemini 3.6 Flash (high)Google51.60$7271.507.50235 jeton/s
Mistral MediumMistral3.20-1.507.50142 jeton/s
Mistral Medium 3.5Mistral30.40$8831.507.50151 jeton/s
Qwen3 Coder 480B A35B InstructAlibaba18.20-1.507.5073 jeton/s
Gemini 3.5 Flash (high)Google52.00$10421.509.00183 jeton/s
Gemini 3.5 Flash (medium)Google46.70-1.509.00186 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)OpenAI26.50-1.7514.0074 jeton/s
GPT-5.2 (xhigh)OpenAI43.30-1.7514.0086 jeton/s
GPT-5.2 Codex (xhigh)OpenAI41.20-1.7514.00-
GPT-5.3 Codex (xhigh)OpenAI45.50-1.7514.00142 jeton/s
Magistral Medium 1.2Mistral18.00$9202.005.00138 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$5792.006.0066 jeton/s
Grok 4.6 (high)SpaceXAIMeilleur rapport qualité-prix60.90$10682.006.0058 jeton/s
Mistral Large 2 (Jul '24)Mistral7.00-2.006.00-
Qwen3.8 2.4T A95BAlibaba57.70$16722.006.0048 jeton/s
Qwen3.8 MaxAlibaba58.10$17412.006.0047 jeton/s
GPT-4.1OpenAI19.60-2.008.00142 jeton/s
Jamba 1.5 LargeAI21 Labs4.80-2.008.00-
o3OpenAI31.10-2.008.00135 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, High Effort)Anthropic--2.0010.0064 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Low Effort)Anthropic--2.0010.0065 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Max Effort)Anthropic55.30$40112.0010.0074 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Medium Effort)Anthropic--2.0010.0063 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)Anthropic--2.0010.0078 jeton/s
Claude Sonnet 5 (Non-reasoning, High Effort)Anthropic42.60$4162.0010.0066 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$8122.0012.00116 jeton/s
GPT-5.6 Terra (high)OpenAI50.10$3952.0012.00119 jeton/s
GPT-5.6 Terra (low)OpenAI41.30$1302.0012.00109 jeton/s
GPT-5.6 Terra (max)OpenAI56.60$13902.0012.00123 jeton/s
GPT-5.6 Terra (medium)OpenAI46.80$1922.0012.00106 jeton/s
GPT-5.6 Terra (Non-reasoning)OpenAI34.60$98.52.0012.00118 jeton/s
GPT-5.6 Terra (xhigh)OpenAI52.80$5902.0012.00122 jeton/s
Qwen3.7 MaxAlibaba46.70$10642.507.50212 jeton/s
Command ACohere7.50-2.5010.0058 jeton/s
GPT-4o (Aug '24)OpenAI9.40-2.5010.00116 jeton/s
GPT-4o (Nov '24)OpenAI11.10-2.5010.00135 jeton/s
Nova PremierAmazon12.70-2.5012.5034 jeton/s
GPT-5.4 (low)OpenAI40.20-2.5015.00106 jeton/s
GPT-5.4 (Non-reasoning)OpenAI28.30-2.5015.00103 jeton/s
GPT-5.4 (xhigh)OpenAI53.10$21832.5015.00139 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)Anthropic29.90-3.0015.0042 jeton/s
Claude 4.5 Sonnet (Reasoning)Anthropic37.40$10373.0015.0041 jeton/s
Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)Anthropic48.40$33553.0015.0057 jeton/s
Claude Sonnet 4.6 (Non-reasoning, High Effort)Anthropic36.80-3.0015.0044 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$2833.0015.0039 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)OpenAI8.40-5.0015.00106 jeton/s
Claude Opus 4.5 (Non-reasoning)Anthropic35.60-5.0025.0047 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)Anthropic38.80-5.0025.0040 jeton/s
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)Anthropic55.00$37435.0025.0052 jeton/s
Claude Opus 4.7 (Non-reasoning, High Effort)Anthropic43.90-5.0025.0047 jeton/s
Claude Opus 4.8 (Adaptive Reasoning, Max Effort)Anthropic57.30$37525.0025.0060 jeton/s
Claude Opus 5 (Adaptive Reasoning, High Effort)AnthropicMeilleur rapport qualité-prix61.50$19745.0025.0058 jeton/s
Claude Opus 5 (Adaptive Reasoning, Low Effort)Anthropic52.50$5555.0025.0055 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$11165.0025.0055 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$17215.0030.0086 jeton/s
GPT-5.5 (low)OpenAI44.50$3745.0030.0081 jeton/s
GPT-5.5 (medium)OpenAI51.40$9395.0030.0086 jeton/s
GPT-5.5 (Non-reasoning)OpenAI35.80$2125.0030.0077 jeton/s
GPT-5.5 (xhigh)OpenAI56.30$27785.0030.0090 jeton/s
GPT-5.5 Instant (June 2026)OpenAI29.20$4235.0030.00144 jeton/s
GPT-5.5 Instant (May 2026)OpenAI34.30-5.0030.00-
GPT-5.6 Sol (high)OpenAIMeilleur rapport qualité-prix57.30$9555.0030.0070 jeton/s
GPT-5.6 Sol (low)OpenAI50.70$3445.0030.0061 jeton/s
GPT-5.6 Sol (max)OpenAI60.90$28235.0030.0071 jeton/s
GPT-5.6 Sol (medium)OpenAI55.60$5805.0030.0067 jeton/s
GPT-5.6 Sol (Non-reasoning)OpenAI41.90$2405.0030.0064 jeton/s
GPT-5.6 Sol (xhigh)OpenAI59.00$15255.0030.0070 jeton/s
GPT-4 TurboOpenAI7.70-10.0030.0032 jeton/s
Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)Anthropic62.10$545510.0050.0069 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.