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-ThinkerServiceNow13.80-0.000.00-
Apriel-v1.6-15B-ThinkerServiceNow13.40-0.000.00-
G9v3-39A5BAI9Stars21.80-0.000.00-
G9v3-3BAI9Stars10.80-0.000.00-
Gemini 2.0 Flash (experimental)Google8.20-0.000.00-
Gemma 3 1B InstructGoogle4.80-0.000.00-
Gemma 3 4B InstructGoogle4.80-0.000.00-
Gemma 3n E2B InstructGoogle4.80-0.000.00-
Gemma 4 31B (Reasoning)Google19.00-0.000.0035 jeton/s
LFM2.5-2.6BLiquid AI8.40-0.000.00-
LFM2.5-8B-A1BLiquid AI7.20-0.000.00-
LFM2.5-VL-1.6BLiquid AI4.80-0.000.00-
Ling 3.0 TinyInclusionAI15.30-0.000.0038 jeton/s
Ling-3.0-flash-FinInclusionAI22.60-0.000.00159 jeton/s
Olmo 3.1 32B ThinkAllen Institute for AI7.10-0.000.00-
Phi-4 Mini InstructMicrosoft6.30-0.000.0046 jeton/s
Phi-4 Multimodal InstructMicrosoft5.80-0.000.0017 jeton/s
Sarvam M (Reasoning)Sarvam5.30-0.000.00-
Tiny Aya GlobalCohere4.80-0.000.00-
Llama 3.1 Instruct 8BMeta6.90-0.020.05136 jeton/s
Gemma 4 E4B (Non-reasoning)Google7.50-0.020.1045 jeton/s
Gemma 4 E4B (Reasoning)Google8.90-0.020.1046 jeton/s
Sarvam 30B (high)Sarvam6.60-0.030.11-
Granite 4.2 3BIBMMeilleur rapport qualité-prix9.10$14.90.030.12221 jeton/s
Qwen3.5 4B (Non-reasoning)Alibaba10.80-0.030.1515 jeton/s
Qwen3.5 4B (Reasoning)Alibaba13.10-0.030.1523 jeton/s
Granite 3.3 8B (Non-reasoning)IBM4.90-0.030.2517 jeton/s
Llama 3 Instruct 8BMeta4.80-0.040.14-
Nova MicroAmazon5.90-0.040.14252 jeton/s
NVIDIA Nemotron Nano 9B V2 (Reasoning)NVIDIA7.40-0.040.16115 jeton/s
Sarvam 105B (high)Sarvam8.80-0.040.17-
Granite 4.1 8BIBM6.60-0.050.1082 jeton/s
Agnes 3.0 FlashSapiens AI35.50-0.050.15-
NVIDIA Nemotron 3 Nano 30B A3B (Non-reasoning)NVIDIA6.80-0.050.20179 jeton/s
NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)NVIDIA8.90$63.70.050.20131 jeton/s
NVIDIA Nemotron Nano 9B V2 (Non-reasoning)NVIDIA6.80-0.050.20159 jeton/s
Qwen2.5 TurboAlibaba6.40-0.050.20107 jeton/s
Llama 2 Chat 7BMeta5.70-0.050.25-
GPT-5 nano (high)OpenAI13.00-0.050.40182 jeton/s
GPT-5 nano (medium)OpenAI12.50-0.050.40172 jeton/s
GPT-5 nano (minimal)OpenAI7.10-0.050.40179 jeton/s
gpt-oss-20b (high)OpenAI9.00$29.40.060.19170 jeton/s
Nemotron 3.5 LightningNVIDIA12.90$1050.060.20296 jeton/s
Hy3-preview (Non-reasoning)Tencent17.00-0.060.21-
Hy3-preview (Reasoning)Tencent22.70-0.060.21-
Nova LiteAmazon6.70-0.060.24175 jeton/s
Granite 4.0 H SmallIBM6.00-0.060.2524 jeton/s
Granite 4.2 8BIBM11.10$53.10.060.2587 jeton/s
gpt-oss-20b (low)OpenAI10.00-0.070.20218 jeton/s
Ling 3.0 FlashInclusionAI24.90-0.070.22326 jeton/s
Ling-3.0-flash-VLInclusionAI24.60-0.070.22147 jeton/s
GLM-4.7-Flash (Non-reasoning)Z AI10.60-0.070.40123 jeton/s
GLM-4.7-Flash (Reasoning)Z AI14.90-0.070.4086 jeton/s
DeepSeek V4 Flash 0420 (Non-reasoning)DeepSeek18.90-0.090.20-
Ministral 3 3BMistral4.80$61.30.100.10220 jeton/s
Apertus 8B InstructSwiss AI Initiative4.80-0.100.20-
Olmo 3 7B InstructAllen Institute for AI5.20-0.100.20-
Agnes 2.5 Pro BetaSapiens AI35.20-0.100.30-
Gemma 4 12B (Non-reasoning)Google9.40-0.100.30114 jeton/s
Gemma 4 12B (Reasoning)Google14.20-0.100.30113 jeton/s
MiMo-V2-Flash (Reasoning)Xiaomi20.80-0.100.30-
Mistral Small 3Mistral6.70-0.100.30141 jeton/s
Mistral Small 3.1Mistral7.10$35.80.100.30147 jeton/s
Mistral Small 3.2Mistral8.20-0.100.30157 jeton/s
Step 3.5 FlashStepFun16.60-0.100.30125 jeton/s
Step 3.5 Flash 2603StepFun17.00-0.100.30115 jeton/s
Gemini 2.5 Flash-Lite (Non-reasoning)Google6.70-0.100.40316 jeton/s
Gemini 2.5 Flash-Lite (Reasoning)Google8.50-0.100.40349 jeton/s
Gemini 2.5 Flash-Lite Preview (Sep '25) (Non-reasoning)Google9.30-0.100.40-
Gemini 2.5 Flash-Lite Preview (Sep '25) (Reasoning)Google10.40-0.100.40-
GPT-4.1 nanoOpenAI7.80-0.100.40176 jeton/s
Qwen3.5 Omni FlashAlibaba12.50-0.100.80246 jeton/s
Gemma 4 26B A4B (Reasoning)Google16.70-0.120.37-
DeepSeek V4 Flash 0420 (Reasoning, High Effort)DeepSeek26.00-0.130.28-
DeepSeek V4 Flash 0420 (Reasoning, Max Effort)DeepSeek24.20$1910.130.28-
Gemma 4 26B A4B (Non-reasoning)Google13.10-0.130.4074 jeton/s
Phi-4Microsoft5.90-0.130.5031 jeton/s
Qwen3.5 9B (Reasoning)Alibaba13.70-0.140.2057 jeton/s
MiMo-V2.5Xiaomi25.20-0.140.2834 jeton/s
Gemma 4 31B (Non-reasoning)Google13.90-0.140.4034 jeton/s
Ling-flash-2.0InclusionAI7.80-0.140.575 jeton/s
Ring-flash-2.0InclusionAI7.20-0.140.57-
Hy3Tencent25.30$1560.140.5891 jeton/s
Ministral 3 8BMistral5.50$1690.150.1580 jeton/s
Solar MiniUpstage6.40-0.150.15-
Qwen3.8-Flash-NextAlibaba39.80$3630.150.4757 jeton/s
GLM 5.3 FlashZ AI41.80$2800.150.5089 jeton/s
gpt-oss-120b (low)OpenAI10.20-0.150.54208 jeton/s
gpt-oss-120b (high)OpenAI11.60$1220.150.59207 jeton/s
GPT-4o miniOpenAI6.70-0.150.60132 jeton/s
Mistral Small (Feb '24)Mistral5.50-0.150.60153 jeton/s
Mistral Small 4 (Non-reasoning)Mistral9.00-0.150.60153 jeton/s
Mistral Small 4 (Reasoning)Mistral11.30$78.70.150.60156 jeton/s
Solar Pro 3Upstage7.80$1590.150.60145 jeton/s
Qwen3 Next 80B A3B (Reasoning)Alibaba11.20-0.151.20175 jeton/s
Qwen3 Next 80B A3B InstructAlibaba9.60-0.151.20175 jeton/s
Qwen3 32B (Non-reasoning)Alibaba7.30-0.160.64101 jeton/s
Qwen3 32B (Reasoning)Alibaba8.60-0.160.6498 jeton/s
Qwen3 VL 32B (Reasoning)Alibaba11.90-0.160.6489 jeton/s
Qwen3 VL 32B InstructAlibaba8.40-0.160.6466 jeton/s
Granite 4.2 30BIBM14.80-0.160.6573 jeton/s
Qwen3.5 9B (Non-reasoning)Alibaba13.30-0.170.2592 jeton/s
GLM-4.5-AirZ AI11.10-0.170.9881 jeton/s
Qwen3 8B (Non-reasoning)Alibaba6.00-0.180.7040 jeton/s
Qwen3 VL 8B InstructAlibaba7.30-0.180.70106 jeton/s
Qwen3 8B (Reasoning)Alibaba7.30-0.182.1040 jeton/s
Qwen3 VL 8B (Reasoning)Alibaba8.20-0.182.10110 jeton/s
Llama 4 ScoutMeta8.10-0.190.68100 jeton/s
Ministral 3 14BMistral6.00$2500.200.2093 jeton/s
Jamba 1.5 MiniAI21 Labs5.20-0.200.40-
Grok 4 Fast (Non-reasoning)SpaceXAI11.10-0.200.50-
Grok 4 Fast (Reasoning)SpaceXAI17.90-0.200.50-
Mistral Small (Sep '24)Mistral5.80-0.200.60144 jeton/s
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)NVIDIA5.80-0.200.60192 jeton/s
NVIDIA Nemotron Nano 12B v2 VL (Reasoning)NVIDIA7.50-0.200.60114 jeton/s
Celeris-1Celeris6.30$60.00.200.701541 jeton/s
Qwen3 30B A3B (Non-reasoning)Alibaba6.60-0.200.80106 jeton/s
Qwen3 30B A3B 2507 InstructAlibaba7.50-0.200.80139 jeton/s
Qwen3 VL 30B A3B InstructAlibaba7.90-0.200.80111 jeton/s
Reka Flash (Sep '24)Reka AI6.40-0.200.80-
Reka Flash 3Reka AI5.60-0.200.80-
Nemotron 3 Nano Omni 30B A3B ReasoningNVIDIA10.30-0.201.09269 jeton/s
Step 3.7 FlashStepFun19.50-0.201.15197 jeton/s
GPT-5.6 Luna (high)OpenAIMeilleur rapport qualité-prix32.10$1080.201.20138 jeton/s
GPT-5.6 Luna (low)OpenAIMeilleur rapport qualité-prix21.00$27.00.201.20143 jeton/s
GPT-5.6 Luna (max)OpenAI37.30$3200.201.20155 jeton/s
GPT-5.6 Luna (medium)OpenAIMeilleur rapport qualité-prix25.00$44.30.201.20144 jeton/s
GPT-5.6 Luna (Non-reasoning)OpenAIMeilleur rapport qualité-prix15.50$23.00.201.20151 jeton/s
GPT-5.6 Luna (xhigh)OpenAIMeilleur rapport qualité-prix34.60$1790.201.20153 jeton/s
GPT-5.4 nano (medium)OpenAI20.00-0.201.25168 jeton/s
GPT-5.4 nano (Non-Reasoning)OpenAI11.70-0.201.25168 jeton/s
GPT-5.4 nano (xhigh)OpenAI20.70$3310.201.25173 jeton/s
Qwen3 30B A3B (Reasoning)Alibaba7.60-0.202.4099 jeton/s
Qwen3 30B A3B 2507 (Reasoning)Alibaba9.80$1880.202.40146 jeton/s
Qwen3 VL 30B A3B (Reasoning)Alibaba9.50-0.202.40110 jeton/s
Seed-OSS-36B-InstructByteDance Seed12.10-0.210.5740 jeton/s
Qwen3 235B A22B 2507 InstructAlibaba12.00-0.230.9255 jeton/s
Qwen3 235B A22B 2507 (Reasoning)Alibaba12.70$2350.232.3068 jeton/s
Mistral 7B InstructMistral5.00-0.250.2588 jeton/s
Mercury 2Inception13.80-0.250.75680 jeton/s
Trinity Large ThinkingArcee AI10.80$5180.250.90311 jeton/s
Qwen3 Omni 30B A3B (Reasoning)Alibaba7.80-0.250.97100 jeton/s
Qwen3 Omni 30B A3B InstructAlibaba6.00-0.250.9795 jeton/s
Claude 3 HaikuAnthropic5.60-0.251.25-
Gemini 3.1 Flash-LiteGoogle15.60$1190.251.50347 jeton/s
GPT-5 mini (high)OpenAI16.80$1890.252.00107 jeton/s
GPT-5 mini (medium)OpenAI20.60-0.252.00103 jeton/s
GPT-5 mini (minimal)OpenAI9.90-0.252.00102 jeton/s
GPT-5.1 Codex mini (high)OpenAI20.40-0.252.00-
Qwen3.5 35B A3B (Non-reasoning)Alibaba15.10-0.252.00150 jeton/s
Qwen3.5 35B A3B (Reasoning)Alibaba19.30-0.252.00152 jeton/s
Llama 4 MaverickMeta10.00-0.260.91112 jeton/s
DeepSeek V3.1 Terminus (Non-reasoning)DeepSeek13.90-0.271.00-
DeepSeek V3.2 (Non-reasoning)DeepSeek16.00-0.280.42-
DeepSeek V3.2 (Reasoning)DeepSeek21.50-0.280.42-
DeepSeek V3.2 Exp (Non-reasoning)DeepSeek13.90-0.280.42-
DeepSeek V3.2 Exp (Reasoning)DeepSeek16.60-0.280.42-
ERNIE 4.5 300B A47BBaidu7.50-0.281.10-
Grok 3 mini Reasoning (high)SpaceXAI14.60-0.300.5083 jeton/s
GLM-4.6V (Non-reasoning)Z AI8.40-0.300.9075 jeton/s
GLM-4.6V (Reasoning)Z AI11.20-0.300.9055 jeton/s
Nemotron 3 Super 120B A12B (Reasoning)NVIDIA12.80$13190.300.90167 jeton/s
DeepSeek V4.1 Flash (Reasoning, Max Effort)DeepSeek39.50$4770.301.20227 jeton/s
Inkling SmallThinking Machines27.80-0.301.20195 jeton/s
KAT Coder Pro V2KwaiKAT21.70-0.301.20-
LongCat 2.0LongCat19.10$2210.301.20-
MiniMax-M2MiniMax18.60-0.301.20105 jeton/s
MiniMax-M2.1MiniMax20.90-0.301.20102 jeton/s
MiniMax-M2.5MiniMax22.80-0.301.2095 jeton/s
MiniMax-M2.7MiniMax22.80$2360.301.2080 jeton/s
MiniMax-M3MiniMax29.20$5380.301.20151 jeton/s
Solar Pro 4Upstage28.20-0.301.2066 jeton/s
Qwen3.5 27B (Non-reasoning)Alibaba19.40-0.302.4082 jeton/s
Qwen3.5 27B (Reasoning)Alibaba22.90-0.302.4075 jeton/s
Gemini 2.5 Flash (Non-reasoning)Google9.90-0.302.50213 jeton/s
Gemini 2.5 Flash (Reasoning)Google13.10-0.302.50236 jeton/s
Gemini 3.5 Flash-LiteGoogle22.20$2670.302.50386 jeton/s
Ling-2.6-1TInclusionAI17.00-0.302.50-
Nova 2.0 Lite (high)Amazon13.40-0.302.50165 jeton/s
Nova 2.0 Lite (low)Amazon11.80-0.302.50158 jeton/s
Nova 2.0 Lite (medium)Amazon12.50-0.302.50161 jeton/s
Nova 2.0 Lite (Non-reasoning)Amazon8.70-0.302.50154 jeton/s
Nova 2.0 Omni (low)Amazon11.10-0.302.50-
Nova 2.0 Omni (medium)Amazon13.60-0.302.50-
Nova 2.0 Omni (Non-reasoning)Amazon8.20-0.302.50-
Ring-2.6-1TInclusionAI16.60$5760.302.50130 jeton/s
Apodex 1.1Apodex30.40-0.303.00-
DeepSeek V3 (Dec '24)DeepSeek8.50$25.40.320.89-
Llama 3.2 Instruct 11B (Vision)Meta5.40-0.340.3417 jeton/s
Qwen3 Coder NextAlibaba9.20$4760.351.2091 jeton/s
Qwen3 14B (Non-reasoning)Alibaba6.70-0.351.4057 jeton/s
Muse Glimmer (high)Meta17.50$1520.351.5095 jeton/s
Qwen3 14B (Reasoning)Alibaba8.20-0.354.2058 jeton/s
Qwen3.6 35B A3B (Non-reasoning)Alibaba15.20-0.382.25128 jeton/s
Qwen3.6 35B A3B (Reasoning)Alibaba18.20$8960.382.25118 jeton/s
Llama Nemotron Super 49B v1.5 (Non-reasoning)NVIDIA7.40-0.400.40117 jeton/s
Llama Nemotron Super 49B v1.5 (Reasoning)NVIDIA9.00-0.400.40149 jeton/s
GPT-4.1 miniOpenAI10.20-0.401.60145 jeton/s
Qwen3 VL 235B A22B InstructAlibaba9.90-0.401.6051 jeton/s
Qwen3.7 PlusAlibaba25.20$5680.401.6069 jeton/s
Mistral Medium 3Mistral9.00-0.402.00142 jeton/s
Mistral Medium 3.1Mistral9.20$4060.402.00135 jeton/s
Qwen3.5 122B A10B (Non-reasoning)Alibaba17.70-0.403.20145 jeton/s
Qwen3.5 122B A10B (Reasoning)Alibaba15.60$6610.403.20129 jeton/s
Qwen3 VL 235B A22B (Reasoning)Alibaba13.40-0.404.0055 jeton/s
Qwen3.5 Omni PlusAlibaba20.40-0.404.8096 jeton/s
DeepSeek V4 Pro 0424 (Non-reasoning)DeepSeek20.80-0.430.8796 jeton/s
DeepSeek V4 Pro 0424 (Reasoning, High Effort)DeepSeek30.10-0.430.8784 jeton/s
DeepSeek V4 Pro 0424 (Reasoning, Max Effort)DeepSeek30.40$2770.430.8794 jeton/s
MiMo-V2.5-ProXiaomi26.00$1380.430.8748 jeton/s
MiMo-V2.5-Pro (Non-reasoning)Xiaomi18.30-0.430.8748 jeton/s
MiMo-V2.6-ProXiaomiMeilleur rapport qualité-prix46.30$2070.430.87124 jeton/s
DeepSeek V4 Flash 0731 (Reasoning, Max Effort)DeepSeek34.30$4740.441.32226 jeton/s
DeepSeek V4 Flash Vision (Reasoning, Max Effort)DeepSeek34.80$4450.441.32236 jeton/s
Mixtral 8x7B InstructMistral5.10-0.450.70-
Agnes 2.5 Pro AlphaSapiens AI26.80-0.450.90187 jeton/s
Qwen3 Coder 30B A3B InstructAlibaba9.60-0.452.2585 jeton/s
Qwen2.5 Instruct 72BAlibaba7.70-0.470.49-
GPT-3.5 TurboOpenAI5.50-0.501.50-
Magistral Small 1.2Mistral8.60-0.501.50-
Mistral Large 3Mistral9.30$1300.501.5075 jeton/s
Gemini 3 Flash Preview (Non-reasoning)Google17.90-0.503.00213 jeton/s
Gemini 3 Flash Preview (Reasoning)Google26.30-0.503.00218 jeton/s
Qwen3.6 PlusAlibaba27.00-0.503.0056 jeton/s
Qwen3.8 27B (low)Alibaba26.20$8760.503.0053 jeton/s
Qwen3.8 27B (medium)Alibaba27.60$9770.503.0053 jeton/s
Qwen3.8 27B (Non-reasoning)Alibaba20.20$15700.503.0050 jeton/s
Qwen3.8 27B (xhigh)Alibaba33.70$11700.503.0044 jeton/s
GLM-4.6 (Reasoning)Z AI18.50-0.552.2036 jeton/s
MiniMax M1 80kMiniMax11.70-0.552.20-
Llama 3.1 Instruct 70BMeta6.60-0.560.5660 jeton/s
DeepSeek V3.1 (Non-reasoning)DeepSeek13.70-0.571.68-
GLM-4.6 (Non-reasoning)Z AI14.90-0.572.2035 jeton/s
Kimi K2Kimi12.70-0.572.3047 jeton/s
DeepSeek V3.1 (Reasoning)DeepSeek13.50-0.591.69-
GLM-4.5V (Non-reasoning)Z AI6.70-0.601.8033 jeton/s
GLM-4.5V (Reasoning)Z AI7.60-0.601.8035 jeton/s
Quasar 438B (max, based on GLM-5.2)Multiverse Computing26.70$25040.601.80153 jeton/s
GLM-4.7 (Non-reasoning)Z AI17.40-0.602.20100 jeton/s
GLM-4.7 (Reasoning)Z AI22.20-0.602.20105 jeton/s
Nemotron 3 Ultra 550B A55B (Reasoning)NVIDIA22.90$7780.602.40174 jeton/s
Kimi K2 0905Kimi15.30-0.602.5047 jeton/s
Kimi K2 ThinkingKimi22.00-0.602.50121 jeton/s
Kimi K2.5 (Reasoning)Kimi23.50-0.602.75-
Kimi K2.5 (Non-reasoning)Kimi19.40-0.603.00-
Qwen3.5 397B A17B (Non-reasoning)Alibaba21.40-0.603.6089 jeton/s
Qwen3.5 397B A17B (Reasoning)Alibaba18.40$9410.603.6089 jeton/s
Qwen3.6 27B (Non-reasoning)Alibaba19.80-0.603.6061 jeton/s
Qwen3.6 27B (Reasoning)Alibaba21.40$11450.603.6059 jeton/s
Llama 3 Instruct 70BMeta5.50-0.652.75-
QwQ 32BAlibaba9.50-0.661.00-
Hermes 3 - Llama-3.1 70BNous Research6.00-0.700.7030 jeton/s
DeepSeek R1 Distill Llama 70BDeepSeek7.90-0.701.10-
Qwen3 235B A22B (Non-reasoning)Alibaba8.30-0.702.8053 jeton/s
Qwen3 235B A22B (Reasoning)Alibaba9.50-0.708.4058 jeton/s
Llama 3.3 Instruct 70BMeta7.70-0.710.7279 jeton/s
Gemini 3.6 Flash (high)Google34.00$10370.753.75217 jeton/s
Gemini 3.7 Flash (high)Google39.10$10840.753.75335 jeton/s
Gemini 3.7 Flash (low)Google36.90-0.753.75318 jeton/s
Gemini 3.7 Flash (medium)Google39.60-0.753.75318 jeton/s
Gemini 3.8 Flash (high)Google40.90$16230.753.75344 jeton/s
Gemini 3.8 Flash (low)Google33.50-0.753.75-
Gemini 3.8 Flash (medium)Google39.80$11000.753.75-
GPT-5.4 mini (medium)OpenAI19.70-0.754.50163 jeton/s
GPT-5.4 mini (Non-Reasoning)OpenAI11.10-0.754.50186 jeton/s
GPT-5.4 mini (xhigh)OpenAI24.10$14380.754.50235 jeton/s
Nova ProAmazon7.00-0.803.20-
Apertus 70B InstructSwiss AI Initiative5.10-0.822.92-
DeepSeek V3 0324DeepSeek9.70$87.20.841.18-
Kimi K2.6Kimi27.00$15280.954.0035 jeton/s
Kimi K2.6 (Non-reasoning)Kimi23.60-0.954.0038 jeton/s
Kimi K2.7 CodeKimi25.80$9930.954.0062 jeton/s
Grok Build 0.1 0616SpaceXAI27.20-1.002.0050 jeton/s
Step 5 PreviewStepFun43.70$9251.002.7085 jeton/s
Hermes 4 - Llama-3.1 405B (Non-reasoning)Nous Research7.40-1.003.0041 jeton/s
Hermes 4 - Llama-3.1 405B (Reasoning)Nous Research7.50-1.003.0040 jeton/s
GLM-5 (Non-reasoning)Z AI21.80-1.003.2069 jeton/s
GLM-5 (Reasoning)Z AI27.90-1.003.2074 jeton/s
Inkling (xhigh)Thinking Machines25.00$10261.004.05100 jeton/s
Claude 4.5 Haiku (Non-reasoning)Anthropic15.40-1.005.0088 jeton/s
Claude 4.5 Haiku (Reasoning)Anthropic16.90$5241.005.0092 jeton/s
o3-miniOpenAI12.50-1.104.40195 jeton/s
o3-mini (high)OpenAI11.00-1.104.40230 jeton/s
o4-mini (high)OpenAI16.70-1.104.40153 jeton/s
Llama 3.1 Nemotron Instruct 70BNVIDIA6.90-1.201.20163 jeton/s
GLM-5.1 (Reasoning)Z AI26.10$14181.204.4037 jeton/s
Qwen3 MaxAlibaba15.60-1.206.0055 jeton/s
Qwen3 Max (Preview)Alibaba12.60-1.206.0058 jeton/s
Qwen3 Max Thinking (Preview)Alibaba16.30-1.206.0062 jeton/s
Cogito v2.1 (Reasoning)Deep Cogito--1.251.25-
Grok 4.20 0309 v2 (Non-reasoning)SpaceXAI14.20-1.252.5088 jeton/s
Grok 4.20 0309 v2 (Reasoning)SpaceXAI25.70-1.252.50108 jeton/s
Grok 4.3 (high)SpaceXAI24.90$3321.252.50108 jeton/s
Grok 4.3 (low)SpaceXAI24.30-1.252.50103 jeton/s
Grok 4.3 (medium)SpaceXAI24.80-1.252.50114 jeton/s
Grok 4.3 (Non-reasoning)SpaceXAI14.00$2031.252.50105 jeton/s
Muse Spark 1.1 (xhigh)Meta33.70$17371.254.25-
Muse Spark 1.2 (xhigh)Meta39.60$13851.254.25188 jeton/s
Muse Spark 1.3 (max)MetaMeilleur rapport qualité-prix48.10$20001.254.25222 jeton/s
Muse Spark 1.3 (xhigh)Meta45.10$16551.254.25260 jeton/s
Gemini 2.5 ProGoogle16.10$7071.2510.00141 jeton/s
Gemini 2.5 Pro Preview (May' 25)Google14.50-1.2510.00-
GPT-5 (high)OpenAI23.00-1.2510.00114 jeton/s
GPT-5 (low)OpenAI20.80-1.2510.0096 jeton/s
GPT-5 (medium)OpenAI22.90-1.2510.00103 jeton/s
GPT-5 (minimal)OpenAI11.40-1.2510.0088 jeton/s
GPT-5 Codex (high)OpenAI24.90-1.2510.00-
GPT-5.1 (high)OpenAI24.70-1.2510.00129 jeton/s
GPT-5.1 (Non-reasoning)OpenAI13.30-1.2510.00130 jeton/s
GPT-5.1 Codex (high)OpenAI23.70-1.2510.00-
Nova 2.0 Pro Preview (low)Amazon12.80-1.2510.00112 jeton/s
Nova 2.0 Pro Preview (medium)Amazon14.20-1.2510.00116 jeton/s
Nova 2.0 Pro Preview (Non-reasoning)Amazon10.00-1.2510.00104 jeton/s
Qwen3.6 Max PreviewAlibaba28.40-1.307.8069 jeton/s
DeepSeek V4 Pro 0813 (Reasoning, Max Effort)DeepSeek36.00$11221.323.9674 jeton/s
DeepSeek R1 0528 (May '25)DeepSeek13.10-1.353.00-
GLM-5.1 (Non-reasoning)Z AI24.20-1.384.4041 jeton/s
GLM-5.2 (max)Z AI33.70$15591.404.4069 jeton/s
GLM-5.2 (Non-reasoning)Z AI22.40-1.404.40171 jeton/s
GLM-5.3 (max)Z AI44.80$25031.404.4061 jeton/s
Mistral MediumMistral5.50-1.507.50130 jeton/s
Mistral Medium 3.5Mistral14.20$11601.507.50142 jeton/s
Qwen3 Coder 480B A35B InstructAlibaba11.90-1.507.5048 jeton/s
Gemini 3.5 Flash (high)Google32.60$21721.509.00227 jeton/s
Gemini 3.5 Flash (medium)Google33.60-1.509.00240 jeton/s
Gemini 3.5 Flash (minimal)Google23.80-1.509.00197 jeton/s
DeepSeek V3.1 Terminus (Reasoning)DeepSeek14.80-1.642.75-
GPT-5.2 (medium)OpenAI26.50-1.7514.00-
GPT-5.2 (Non-reasoning)OpenAI17.00-1.7514.0081 jeton/s
GPT-5.2 (xhigh)OpenAI30.40-1.7514.0085 jeton/s
GPT-5.2 Codex (xhigh)OpenAI28.50-1.7514.00-
GPT-5.3 Codex (xhigh)OpenAI32.50-1.7514.00176 jeton/s
DeepSeek R1 (Jan '25)DeepSeek11.40$4612.004.00-
Grok 4.20 0309 (Non-reasoning)SpaceXAI14.60-2.006.00-
Grok 4.20 0309 (Reasoning)SpaceXAI25.20-2.006.00-
Grok 4.5 (high)SpaceXAI38.80$14042.006.0061 jeton/s
Grok 4.6 (high)SpaceXAI44.30$23522.006.0060 jeton/s
Grok 4.6 (low)SpaceXAI35.10$7612.006.0057 jeton/s
Grok 4.6 (medium)SpaceXAI42.80$19372.006.0060 jeton/s
Grok 4.6 (xhigh)SpaceXAI44.20$28302.006.0058 jeton/s
Grok 4.7 (high)SpaceXAI46.30$38812.006.0054 jeton/s
Grok 4.7 (xhigh)SpaceXAI46.40$49672.006.0039 jeton/s
Mistral Large 2 (Jul '24)Mistral6.80-2.006.00-
Qwen3.8 2.4T A95BAlibaba39.90$26332.006.0040 jeton/s
Qwen3.8 MaxAlibaba40.20$31722.006.0040 jeton/s
Qwen3.8 Max (0902)Alibaba45.40$49352.006.0039 jeton/s
GPT-4.1OpenAI12.70-2.008.00189 jeton/s
Jamba 1.5 LargeAI21 Labs6.00-2.008.00-
o3OpenAI20.20-2.008.00138 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, High Effort)Anthropic31.70$20862.0010.0070 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Low Effort)Anthropic24.30$6532.0010.0064 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Max Effort)Anthropic38.20$69982.0010.0081 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Medium Effort)Anthropic28.10$12182.0010.0068 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)Anthropic34.40$32552.0010.0071 jeton/s
Claude Sonnet 5 (Non-reasoning, High Effort)Anthropic23.20-2.0010.0066 jeton/s
Gemini 3 Pro Preview (high)Google28.00-2.0012.00-
Gemini 3 Pro Preview (low)Google22.30-2.0012.00-
Gemini 3.1 Pro PreviewGoogle29.70$13102.0012.00122 jeton/s
GPT-5.6 Terra (high)OpenAI34.20$7682.0012.0088 jeton/s
GPT-5.6 Terra (low)OpenAI27.50$3502.0012.0087 jeton/s
GPT-5.6 Terra (max)OpenAI42.10$25012.0012.00105 jeton/s
GPT-5.6 Terra (medium)OpenAI30.10$4472.0012.0090 jeton/s
GPT-5.6 Terra (Non-reasoning)OpenAI20.80$2562.0012.0084 jeton/s
GPT-5.6 Terra (xhigh)OpenAI38.00$11872.0012.0095 jeton/s
Qwen3.7 MaxAlibaba29.50$22772.507.50197 jeton/s
Command ACohere7.00-2.5010.0060 jeton/s
GPT-4o (Aug '24)OpenAI7.70-2.5010.00115 jeton/s
GPT-4o (Nov '24)OpenAI8.40-2.5010.00151 jeton/s
Nova PremierAmazon9.20-2.5012.50-
GPT-5.4 (low)OpenAI27.60-2.5015.00116 jeton/s
GPT-5.4 (Non-reasoning)OpenAI18.20-2.5015.0099 jeton/s
GPT-5.4 (xhigh)OpenAI39.00-2.5015.00163 jeton/s
Claude 3.5 Sonnet (June '24)Anthropic7.20-3.0015.00-
Claude 3.5 Sonnet (Oct '24)Anthropic7.90-3.0015.00-
Claude 3.7 Sonnet (Non-reasoning)Anthropic15.30-3.0015.00-
Claude 4.5 Sonnet (Non-reasoning)Anthropic19.30-3.0015.0040 jeton/s
Claude 4.5 Sonnet (Reasoning)Anthropic20.70$15013.0015.0044 jeton/s
Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)Anthropic30.10$49253.0015.0057 jeton/s
Claude Sonnet 4.6 (Non-reasoning, High Effort)Anthropic24.70-3.0015.0045 jeton/s
Claude Sonnet 4.6 (Non-reasoning, Low Effort)Anthropic23.30-3.0015.0044 jeton/s
Grok 4SpaceXAI22.50-3.0015.00-
Kimi K3 (low)Kimi34.50-3.0015.0037 jeton/s
Kimi K3 (max)Kimi43.60$36583.0015.0038 jeton/s
Mistral Large (Feb '24)Mistral5.80-4.0012.00-
GPT-5.6 Sol (high)OpenAI42.30$14874.0020.0073 jeton/s
GPT-5.6 Sol (low)OpenAI33.50$6374.0020.0073 jeton/s
GPT-5.6 Sol (max)OpenAI47.00$34654.0020.0084 jeton/s
GPT-5.6 Sol (medium)OpenAI39.20$9974.0020.0068 jeton/s
GPT-5.6 Sol (Non-reasoning)OpenAI28.30-4.0020.0065 jeton/s
GPT-5.6 Sol (xhigh)OpenAI44.00$20824.0020.0076 jeton/s
Grok 3SpaceXAI12.10-4.0020.00-
GPT-4o (May '24)OpenAI7.30-5.0015.00121 jeton/s
Claude Opus 4.5 (Non-reasoning)Anthropic23.70-5.0025.0047 jeton/s
Claude Opus 4.5 (Reasoning)Anthropic29.10-5.0025.0050 jeton/s
Claude Opus 4.6 (Adaptive Reasoning, Max Effort)Anthropic31.90-5.0025.0043 jeton/s
Claude Opus 4.6 (Non-reasoning, High Effort)Anthropic26.40-5.0025.0041 jeton/s
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)Anthropic40.70-5.0025.0051 jeton/s
Claude Opus 4.7 (Non-reasoning, High Effort)Anthropic30.90-5.0025.0044 jeton/s
Claude Opus 4.8 (Adaptive Reasoning, Max Effort)Anthropic41.80$68745.0025.0058 jeton/s
Claude Opus 5 (Adaptive Reasoning, High Effort)Anthropic48.10$43325.0025.0057 jeton/s
Claude Opus 5 (Adaptive Reasoning, Low Effort)Anthropic39.40$15615.0025.0060 jeton/s
Claude Opus 5 (Adaptive Reasoning, Max Effort)Anthropic50.80$72755.0025.0056 jeton/s
Claude Opus 5 (Adaptive Reasoning, Medium Effort)Anthropic44.80$27325.0025.0058 jeton/s
Claude Opus 5 (Adaptive Reasoning, Xhigh Effort)Anthropic49.70$58685.0025.0054 jeton/s
GPT-5.5 (high)OpenAI37.00$34115.0030.00100 jeton/s
GPT-5.5 (low)OpenAI30.70-5.0030.0094 jeton/s
GPT-5.5 (medium)OpenAI33.80$20955.0030.0095 jeton/s
GPT-5.5 (Non-reasoning)OpenAI23.20-5.0030.0080 jeton/s
GPT-5.5 (xhigh)OpenAI38.40$52945.0030.00110 jeton/s
GPT-5.5 Instant (June 2026)OpenAI26.00$11845.0030.00147 jeton/s
GPT-5.5 Instant (May 2026)OpenAI22.70-5.0030.00-
GPT-4 TurboOpenAI7.00-10.0030.0031 jeton/s
Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)Anthropic49.60$1116110.0050.0070 jeton/s
Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback)Anthropic51.20$524210.0050.0056 jeton/s
Claude Fable 5.1 (Adaptive Reasoning, Low Effort, Default Fallback)Anthropic46.80$315810.0050.0056 jeton/s
Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback)AnthropicMeilleur rapport qualité-prix53.40$1312910.0050.0067 jeton/s
Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback)Anthropic48.90$398310.0050.0057 jeton/s
Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback)AnthropicMeilleur rapport qualité-prix53.20$906310.0050.0063 jeton/s
GPT-6 Astra (high)OpenAIMeilleur rapport qualité-prix50.90$292510.0050.0054 jeton/s
GPT-6 Astra (low)OpenAI45.80$153710.0050.0053 jeton/s
GPT-6 Astra (max)OpenAIMeilleur rapport qualité-prix52.70$532410.0050.0065 jeton/s
GPT-6 Astra (medium)OpenAIMeilleur rapport qualité-prix49.60$243410.0050.0054 jeton/s
GPT-6 Astra (xhigh)OpenAIMeilleur rapport qualité-prix52.40$380310.0050.0055 jeton/s
o1OpenAI15.20-15.0060.00-
Claude 3 OpusAnthropic8.70-15.0075.00-
Claude 4 Opus (Non-reasoning)Anthropic16.60-15.0075.00-
Claude 4 Opus (Reasoning)Anthropic20.60-15.0075.00-
Claude 4.1 Opus (Non-reasoning)Anthropic18.60-15.0075.00-
Claude 4.1 Opus (Reasoning)Anthropic22.80-15.0075.00-
o1-previewOpenAI11.40-16.5066.00-
o3-proOpenAI21.90-20.0080.00-
GPT-4OpenAI6.70-30.0060.00-
GPT-5.4 Pro (xhigh)OpenAI--30.00180-
o1-proOpenAI12.40-150600-

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.