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-
LFM2.5-2.6BLiquid AI8.40-0.000.00200 jeton/s
LFM2.5-8B-A1BLiquid AI7.20-0.000.00-
LFM2.5-VL-1.6BLiquid AI4.80-0.000.00-
North Mini CodeCohere12.80-0.000.0045 jeton/s
Olmo 3.1 32B ThinkAllen Institute for AI7.10-0.000.00-
Phi-4 Mini InstructMicrosoft6.30-0.000.0045 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 8BMeta6.90-0.020.05141 jeton/s
Gemma 4 E4B (Non-reasoning)Google7.50-0.020.1040 jeton/s
Gemma 4 E4B (Reasoning)Google8.90-0.020.1041 jeton/s
Sarvam 30B (high)Sarvam6.60-0.030.11-
Granite 4.2 3BIBMMeilleur rapport qualité-prix9.10$14.90.030.12216 jeton/s
Qwen3.5 4B (Non-reasoning)Alibaba10.80-0.030.1522 jeton/s
Qwen3.5 4B (Reasoning)Alibaba13.10-0.030.1527 jeton/s
Granite 3.3 8B (Non-reasoning)IBM4.90-0.030.2516 jeton/s
HyperNova 60B 2605 (high, based on gpt-oss-120b)Multiverse Computing11.70-0.040.14353 jeton/s
Llama 3 Instruct 8BMeta4.80-0.040.14-
Nova MicroAmazon5.90-0.040.14286 jeton/s
NVIDIA Nemotron Nano 9B V2 (Reasoning)NVIDIA7.40-0.040.16110 jeton/s
Sarvam 105B (high)Sarvam8.80-0.040.17-
Granite 4.1 8BIBM6.60-0.050.1070 jeton/s
NVIDIA Nemotron 3 Nano 30B A3B (Non-reasoning)NVIDIA6.80-0.050.20227 jeton/s
NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)NVIDIA8.90$63.70.050.20205 jeton/s
NVIDIA Nemotron Nano 9B V2 (Non-reasoning)NVIDIA6.80-0.050.20146 jeton/s
Qwen2.5 TurboAlibaba6.40-0.050.20109 jeton/s
Llama 2 Chat 7BMeta5.70-0.050.25-
GPT-5 nano (high)OpenAI13.00-0.050.40186 jeton/s
GPT-5 nano (medium)OpenAI12.50-0.050.40177 jeton/s
GPT-5 nano (minimal)OpenAI7.10-0.050.40197 jeton/s
gpt-oss-20b (high)OpenAI9.00$29.40.060.19198 jeton/s
Nemotron 3.5 LightningNVIDIA13.60$1050.060.20289 jeton/s
Hy3-preview (Non-reasoning)Tencent17.00-0.060.21-
Hy3-preview (Reasoning)Tencent22.70-0.060.21-
Nova LiteAmazon6.70-0.060.24176 jeton/s
Granite 4.0 H SmallIBM6.00-0.060.2522 jeton/s
Granite 4.2 8BIBM12.40-0.060.25120 jeton/s
gpt-oss-20b (low)OpenAI10.00-0.070.20249 jeton/s
Ling 3.0 FlashInclusionAI24.90-0.070.22310 jeton/s
GLM-4.7-Flash (Non-reasoning)Z AI10.60-0.070.4094 jeton/s
GLM-4.7-Flash (Reasoning)Z AI14.90-0.070.40105 jeton/s
DeepSeek V4 Flash (Non-reasoning)DeepSeek18.90-0.090.20-
Nemotron 3 Nano Omni 30B A3B ReasoningNVIDIA10.30-0.090.36-
Ministral 3 3BMistral4.80$61.30.100.10186 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)Google9.40-0.100.30107 jeton/s
Gemma 4 12B (Reasoning)Google14.20-0.100.30108 jeton/s
MiMo-V2-Flash (Reasoning)Xiaomi20.80-0.100.30-
Mistral Small 3Mistral6.70-0.100.30158 jeton/s
Mistral Small 3.1Mistral7.40$35.80.100.30150 jeton/s
Mistral Small 3.2Mistral7.00$1630.100.30157 jeton/s
Step 3.5 FlashStepFun16.60-0.100.30226 jeton/s
Step 3.5 Flash 2603StepFun17.00-0.100.30218 jeton/s
Gemini 2.5 Flash-Lite (Non-reasoning)Google6.70-0.100.40317 jeton/s
Gemini 2.5 Flash-Lite (Reasoning)Google8.50-0.100.40401 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 nanoOpenAI7.80-0.100.40133 jeton/s
Qwen3.5 Omni FlashAlibaba12.50-0.100.80248 jeton/s
Gemma 4 26B A4B (Reasoning)Google16.70-0.120.37-
DeepSeek V4 Flash (Reasoning, High Effort)DeepSeek24.80$2100.130.28-
DeepSeek V4 Flash (Reasoning, Max Effort)DeepSeek24.60$1910.130.28-
Gemma 4 26B A4B (Non-reasoning)Google13.10-0.130.4082 jeton/s
Phi-4Microsoft5.90-0.130.5041 jeton/s
Qwen3.5 9B (Reasoning)Alibaba13.70-0.140.2083 jeton/s
MiMo-V2.5XiaomiMeilleur rapport qualité-prix22.30$42.60.140.2865 jeton/s
Gemma 4 31B (Non-reasoning)Google13.90-0.140.4060 jeton/s
Hy3Tencent25.80$1490.140.5594 jeton/s
Ling-flash-2.0InclusionAI7.80-0.140.577 jeton/s
Ring-flash-2.0InclusionAI7.20-0.140.57-
Ministral 3 8BMistral5.50$1690.150.1589 jeton/s
Solar MiniUpstage6.40-0.150.15-
Qwen3.8-Flash-NextAlibaba42.20-0.150.4772 jeton/s
GLM-5.3-FlashZ AIMeilleur rapport qualité-prix41.90$2800.150.5066 jeton/s
gpt-oss-120b (low)OpenAI10.20-0.150.54247 jeton/s
gpt-oss-120b (high)OpenAI12.30$1220.150.59215 jeton/s
GPT-4o miniOpenAI6.70-0.150.60148 jeton/s
Mistral Small (Feb '24)Mistral5.50-0.150.60152 jeton/s
Mistral Small 4 (Non-reasoning)Mistral9.00-0.150.60158 jeton/s
Mistral Small 4 (Reasoning)Mistral11.50$78.70.150.60168 jeton/s
Solar Pro 3Upstage7.80$1590.150.60143 jeton/s
Qwen3 Next 80B A3B (Reasoning)Alibaba11.20-0.151.20193 jeton/s
Qwen3 Next 80B A3B InstructAlibaba9.60-0.151.20178 jeton/s
Qwen3 32B (Non-reasoning)Alibaba7.30-0.160.64105 jeton/s
Qwen3 32B (Reasoning)Alibaba7.20-0.160.64104 jeton/s
Qwen3 VL 32B (Reasoning)Alibaba11.90-0.160.6490 jeton/s
Qwen3 VL 32B InstructAlibaba8.40-0.160.6468 jeton/s
Granite 4.2 30BIBM14.80-0.160.6576 jeton/s
Qwen3.5 9B (Non-reasoning)Alibaba13.30-0.170.2585 jeton/s
GLM-4.5-AirZ AI11.10-0.170.9864 jeton/s
Qwen3 8B (Non-reasoning)Alibaba6.00-0.180.7039 jeton/s
Qwen3 VL 8B InstructAlibaba7.30-0.180.70119 jeton/s
Qwen3 8B (Reasoning)Alibaba5.20-0.182.1039 jeton/s
Qwen3 VL 8B (Reasoning)Alibaba8.20-0.182.10113 jeton/s
Nemotron 3 Super 120B A12B (Reasoning)NVIDIA13.60$8590.190.6599 jeton/s
Llama 4 ScoutMeta6.50$77.60.190.6893 jeton/s
Ministral 3 14BMistral6.00$2500.200.2092 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)Mistral5.80-0.200.60160 jeton/s
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)NVIDIA5.80-0.200.6070 jeton/s
NVIDIA Nemotron Nano 12B v2 VL (Reasoning)NVIDIA7.50-0.200.6032 jeton/s
Celeris-1Celeris6.30$60.00.200.701252 jeton/s
Qwen3 30B A3B (Non-reasoning)Alibaba6.60-0.200.80107 jeton/s
Qwen3 30B A3B 2507 InstructAlibaba7.50-0.200.80148 jeton/s
Qwen3 VL 30B A3B InstructAlibaba7.90-0.200.80110 jeton/s
Reka Flash (Sep '24)Reka AI6.40-0.200.80-
Reka Flash 3Reka AI5.60-0.200.80-
Step 3.7 FlashStepFun19.50-0.201.1581 jeton/s
GPT-5.6 Luna (high)OpenAI32.90-0.201.20116 jeton/s
GPT-5.6 Luna (low)OpenAI21.80-0.201.20116 jeton/s
GPT-5.6 Luna (max)OpenAI37.50$3200.201.20120 jeton/s
GPT-5.6 Luna (medium)OpenAI25.80-0.201.20110 jeton/s
GPT-5.6 Luna (Non-reasoning)OpenAI16.80-0.201.20118 jeton/s
GPT-5.6 Luna (xhigh)OpenAIMeilleur rapport qualité-prix34.80$1790.201.20110 jeton/s
GPT-5.4 nano (medium)OpenAI20.00-0.201.25170 jeton/s
GPT-5.4 nano (Non-Reasoning)OpenAI11.70-0.201.25171 jeton/s
GPT-5.4 nano (xhigh)OpenAI21.20$3310.201.25176 jeton/s
Qwen3 30B A3B (Reasoning)Alibaba7.60-0.202.40104 jeton/s
Qwen3 30B A3B 2507 (Reasoning)Alibaba9.80$1880.202.40141 jeton/s
Qwen3 VL 30B A3B (Reasoning)Alibaba9.50-0.202.40110 jeton/s
Seed-OSS-36B-InstructByteDance Seed12.10-0.210.5730 jeton/s
Qwen3 235B A22B 2507 InstructAlibaba12.00-0.230.9259 jeton/s
Qwen3 235B A22B 2507 (Reasoning)Alibaba12.70$2350.232.3057 jeton/s
Mistral 7B InstructMistral5.00-0.250.2576 jeton/s
Mercury 2Inception11.50$1530.250.75925 jeton/s
Trinity Large ThinkingArcee AI10.90$5180.250.90320 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-LiteGoogle16.00$1190.251.50315 jeton/s
GPT-5 mini (high)OpenAI17.40$1890.252.00107 jeton/s
GPT-5 mini (medium)OpenAI20.60-0.252.00102 jeton/s
GPT-5 mini (minimal)OpenAI9.90-0.252.00104 jeton/s
GPT-5.1 Codex mini (high)OpenAI20.40-0.252.00-
Qwen3.5 35B A3B (Non-reasoning)Alibaba15.10-0.252.00164 jeton/s
Qwen3.5 35B A3B (Reasoning)Alibaba19.30-0.252.00146 jeton/s
Llama 4 MaverickMeta9.30$45.50.260.9193 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)SpaceXAI14.60-0.300.5079 jeton/s
GLM-4.6V (Non-reasoning)Z AI8.40-0.300.9044 jeton/s
GLM-4.6V (Reasoning)Z AI11.20-0.300.9063 jeton/s
Inkling SmallThinking Machines26.10$2410.301.20126 jeton/s
KAT Coder Pro V2KwaiKAT21.70-0.301.20-
MiniMax-M2MiniMax18.60-0.301.2094 jeton/s
MiniMax-M2.1MiniMax20.90-0.301.2091 jeton/s
MiniMax-M2.5MiniMax22.80-0.301.2096 jeton/s
MiniMax-M2.7MiniMax23.20$2360.301.2073 jeton/s
MiniMax-M3MiniMax29.60$5380.301.20156 jeton/s
Solar Pro 4Upstage28.20-0.301.2080 jeton/s
Qwen3.5 27B (Non-reasoning)Alibaba19.40-0.302.4084 jeton/s
Qwen3.5 27B (Reasoning)Alibaba22.90-0.302.4077 jeton/s
Gemini 2.5 Flash (Non-reasoning)Google9.90-0.302.50213 jeton/s
Gemini 2.5 Flash (Reasoning)Google13.10-0.302.50229 jeton/s
Gemini 3.5 Flash-LiteGoogle22.70$2670.302.50363 jeton/s
Ling-2.6-1TInclusionAI17.00-0.302.50-
Nova 2.0 Lite (high)Amazon13.40-0.302.50161 jeton/s
Nova 2.0 Lite (low)Amazon11.80-0.302.50164 jeton/s
Nova 2.0 Lite (medium)Amazon12.50-0.302.50181 jeton/s
Nova 2.0 Lite (Non-reasoning)Amazon8.70-0.302.50157 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-2.6-1TInclusionAI17.30$5760.302.50121 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)Meta5.40-0.340.3412 jeton/s
Qwen3 Coder NextAlibaba10.10$4760.351.20117 jeton/s
Qwen3 14B (Non-reasoning)Alibaba6.70-0.351.4060 jeton/s
Muse Glimmer (high)Meta18.10$1520.351.50104 jeton/s
Qwen3 14B (Reasoning)Alibaba6.40-0.354.2058 jeton/s
Qwen3.6 35B A3B (Non-reasoning)Alibaba15.20-0.382.25144 jeton/s
Qwen3.6 35B A3B (Reasoning)Alibaba22.30-0.382.25120 jeton/s
Llama Nemotron Super 49B v1.5 (Non-reasoning)NVIDIA7.40-0.400.4035 jeton/s
Llama Nemotron Super 49B v1.5 (Reasoning)NVIDIA9.00-0.400.4041 jeton/s
GPT-4.1 miniOpenAI10.20-0.401.60114 jeton/s
Qwen3 VL 235B A22B InstructAlibaba9.90-0.401.6051 jeton/s
Qwen3.7 PlusAlibaba25.80$5680.401.6056 jeton/s
Mistral Medium 3Mistral9.00-0.402.00140 jeton/s
Mistral Medium 3.1Mistral9.90-0.402.00141 jeton/s
Qwen3.5 122B A10B (Non-reasoning)Alibaba17.70-0.403.20144 jeton/s
Qwen3.5 122B A10B (Reasoning)Alibaba16.20$6610.403.20129 jeton/s
Qwen3 VL 235B A22B (Reasoning)Alibaba13.40-0.404.0056 jeton/s
Qwen3.5 Omni PlusAlibaba20.40-0.404.80100 jeton/s
DeepSeek V4 Pro (Non-reasoning)DeepSeek20.80-0.430.8773 jeton/s
DeepSeek V4 Pro (Reasoning, High Effort)DeepSeek30.10-0.430.8770 jeton/s
DeepSeek V4 Pro (Reasoning, Max Effort)DeepSeek30.90$2770.430.8777 jeton/s
MiMo-V2.5-ProXiaomiMeilleur rapport qualité-prix26.40$1380.430.8736 jeton/s
MiMo-V2.5-Pro (Non-reasoning)Xiaomi18.30-0.430.8736 jeton/s
DeepSeek V4 Flash 0731 (Reasoning, Max Effort)DeepSeek34.50$4740.441.32128 jeton/s
DeepSeek V4 Flash Vision (Reasoning, Max Effort)DeepSeek35.00$4450.441.32121 jeton/s
Mixtral 8x7B InstructMistral5.10-0.450.70-
Agnes 2.5 Pro AlphaSapiens AI26.80-0.450.90178 jeton/s
Qwen3 Coder 30B A3B InstructAlibaba9.60-0.452.2590 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 3Mistral9.70$1300.501.5079 jeton/s
Nex-N2-ProNex AGI28.20-0.502.50115 jeton/s
Gemini 3 Flash Preview (Non-reasoning)Google17.90-0.503.00214 jeton/s
Gemini 3 Flash Preview (Reasoning)Google26.30-0.503.00214 jeton/s
Qwen3.6 PlusAlibaba27.00-0.503.0056 jeton/s
Qwen3.8 27B (low)Alibaba29.20-0.503.0054 jeton/s
Qwen3.8 27B (medium)Alibaba30.70-0.503.0054 jeton/s
Qwen3.8 27B (Non-reasoning)Alibaba22.40-0.503.0056 jeton/s
Qwen3.8 27B (xhigh)Alibaba33.90$11700.503.0047 jeton/s
GLM-4.6 (Reasoning)Z AI18.50-0.552.2053 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 AI14.90-0.572.2069 jeton/s
Kimi K2Kimi12.70-0.572.3040 jeton/s
DeepSeek V3.1 (Reasoning)DeepSeek13.50-0.591.69-
GLM-4.5V (Non-reasoning)Z AI6.70-0.601.8051 jeton/s
GLM-4.5V (Reasoning)Z AI7.60-0.601.8046 jeton/s
Quasar 438B (max, based on GLM-5.2)Multiverse Computing27.10$25040.601.80164 jeton/s
GLM-4.7 (Non-reasoning)Z AI17.40-0.602.20106 jeton/s
GLM-4.7 (Reasoning)Z AI22.20-0.602.2098 jeton/s
Kimi K2 0905Kimi15.30-0.602.5040 jeton/s
Kimi K2 ThinkingKimi22.00-0.602.50121 jeton/s
Nemotron 3 Ultra 550B A55B (Reasoning)NVIDIA23.40$8010.602.60168 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)Alibaba21.40-0.603.6083 jeton/s
Qwen3.5 397B A17B (Reasoning)Alibaba19.10$9410.603.6086 jeton/s
Qwen3.6 27B (Non-reasoning)Alibaba19.80-0.603.6058 jeton/s
Qwen3.6 27B (Reasoning)Alibaba21.90$11450.603.6057 jeton/s
Llama 3 Instruct 70BMeta5.50-0.652.75-
Llama 3.3 Instruct 70BMeta7.70-0.660.7288 jeton/s
QwQ 32BAlibaba9.50-0.661.00-
Hermes 3 - Llama-3.1 70BNous Research6.00-0.700.7029 jeton/s
DeepSeek R1 Distill Llama 70BDeepSeek7.90-0.701.1021 jeton/s
Qwen3 235B A22B (Non-reasoning)Alibaba8.30-0.702.8061 jeton/s
Qwen3 235B A22B (Reasoning)Alibaba9.50-0.708.4058 jeton/s
LongCat 2.0LongCat19.70$5450.752.9550 jeton/s
Gemini 3.6 Flash (high)Google34.30$10370.753.75204 jeton/s
Gemini 3.7 Flash (high)Google39.40$10840.753.75322 jeton/s
Gemini 3.7 Flash (low)Google36.90-0.753.75320 jeton/s
Gemini 3.7 Flash (medium)Google39.60-0.753.75311 jeton/s
Gemini 3.8 Flash (high)Google41.20$16230.753.75281 jeton/s
Gemini 3.8 Flash (low)Google33.80-0.753.75265 jeton/s
Gemini 3.8 Flash (medium)Google40.00$11000.753.75246 jeton/s
GPT-5.4 mini (medium)OpenAI19.70-0.754.50184 jeton/s
GPT-5.4 mini (Non-Reasoning)OpenAI11.10-0.754.50170 jeton/s
GPT-5.4 mini (xhigh)OpenAI24.60$14380.754.50218 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 K2.6Kimi31.30-0.954.0056 jeton/s
Kimi K2.6 (Non-reasoning)Kimi23.60-0.954.0051 jeton/s
Kimi K2.7 CodeKimi26.30$9930.954.0071 jeton/s
Grok Build 0.1 0616SpaceXAI27.20-1.002.0073 jeton/s
Hermes 4 - Llama-3.1 405B (Non-reasoning)Nous Research7.40-1.003.0043 jeton/s
Hermes 4 - Llama-3.1 405B (Reasoning)Nous Research7.50-1.003.0042 jeton/s
GLM-5 (Non-reasoning)Z AI21.80-1.003.2059 jeton/s
GLM-5 (Reasoning)Z AI27.90-1.003.2071 jeton/s
Inkling (xhigh)Thinking Machines25.50$10261.004.0572 jeton/s
Claude 4.5 Haiku (Non-reasoning)Anthropic15.40-1.005.0081 jeton/s
Claude 4.5 Haiku (Reasoning)Anthropic17.60$5241.005.0083 jeton/s
o3-miniOpenAI12.50-1.104.40204 jeton/s
o3-mini (high)OpenAI11.00-1.104.40210 jeton/s
o4-mini (high)OpenAI16.70-1.104.40157 jeton/s
Llama 3.1 Nemotron Instruct 70BNVIDIA6.90-1.201.2031 jeton/s
GLM-5.1 (Reasoning)Z AI27.40-1.204.4057 jeton/s
Qwen3 MaxAlibaba15.60-1.206.0053 jeton/s
Qwen3 Max (Preview)Alibaba12.60-1.206.0058 jeton/s
Qwen3 Max Thinking (Preview)Alibaba16.30-1.206.0059 jeton/s
Cogito v2.1 (Reasoning)Deep Cogito--1.251.25-
Grok 4.20 0309 v2 (Non-reasoning)SpaceXAI14.20-1.252.5092 jeton/s
Grok 4.20 0309 v2 (Reasoning)SpaceXAI25.70-1.252.50103 jeton/s
Grok 4.3 (high)SpaceXAI25.40$3321.252.50123 jeton/s
Grok 4.3 (low)SpaceXAI24.30-1.252.50121 jeton/s
Grok 4.3 (medium)SpaceXAI24.80-1.252.50114 jeton/s
Grok 4.3 (Non-reasoning)SpaceXAI14.50$2031.252.50132 jeton/s
Muse Spark 1.1 (xhigh)Meta34.30$17371.254.25-
Muse Spark 1.2 (xhigh)Meta39.80$13851.254.25238 jeton/s
Muse Spark 1.3 (max)MetaMeilleur rapport qualité-prix48.20$20001.254.25229 jeton/s
Muse Spark 1.3 (xhigh)Meta45.20$16551.254.25198 jeton/s
Gemini 2.5 ProGoogle16.70$7071.2510.00127 jeton/s
Gemini 2.5 Pro Preview (May' 25)Google14.50-1.2510.00-
GPT-5 (high)OpenAI23.00-1.2510.00101 jeton/s
GPT-5 (low)OpenAI20.80-1.2510.0078 jeton/s
GPT-5 (medium)OpenAI22.90-1.2510.0097 jeton/s
GPT-5 (minimal)OpenAI11.40-1.2510.0081 jeton/s
GPT-5 Codex (high)OpenAI24.90-1.2510.00-
GPT-5.1 (high)OpenAI24.70-1.2510.00121 jeton/s
GPT-5.1 (Non-reasoning)OpenAI13.30-1.2510.00106 jeton/s
GPT-5.1 Codex (high)OpenAI23.70-1.2510.00-
Nova 2.0 Pro Preview (low)Amazon12.80-1.2510.00120 jeton/s
Nova 2.0 Pro Preview (medium)Amazon14.20-1.2510.00123 jeton/s
Nova 2.0 Pro Preview (Non-reasoning)Amazon10.00-1.2510.00108 jeton/s
Qwen3.6 Max PreviewAlibaba28.40-1.307.8056 jeton/s
DeepSeek V4 Pro 0813 (Reasoning, Max Effort)DeepSeek36.30$11221.323.9680 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 AI38.60-1.404.4064 jeton/s
GLM-5.2 (Non-reasoning)Z AI22.40-1.404.40117 jeton/s
GLM-5.3 (max)Z AI44.90$25031.404.4070 jeton/s
Mistral MediumMistral5.50-1.507.50137 jeton/s
Mistral Medium 3.5Mistral14.90$11601.507.50148 jeton/s
Qwen3 Coder 480B A35B InstructAlibaba11.90-1.507.5057 jeton/s
Gemini 3.5 Flash (high)Google33.00$21721.509.00217 jeton/s
Gemini 3.5 Flash (medium)Google33.60-1.509.00219 jeton/s
Gemini 3.5 Flash (minimal)Google23.80-1.509.00197 jeton/s
DeepSeek V3.1 Terminus (Reasoning)DeepSeek15.40-1.642.75-
GPT-5.2 (medium)OpenAI26.50-1.7514.00-
GPT-5.2 (Non-reasoning)OpenAI17.00-1.7514.0075 jeton/s
GPT-5.2 (xhigh)OpenAI30.40-1.7514.0089 jeton/s
GPT-5.2 Codex (xhigh)OpenAI28.50-1.7514.00-
GPT-5.3 Codex (xhigh)OpenAI32.50-1.7514.00137 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)SpaceXAI39.10$14042.006.0059 jeton/s
Grok 4.6 (high)SpaceXAI44.40$23522.006.0058 jeton/s
Grok 4.6 (low)SpaceXAI35.40$7612.006.0060 jeton/s
Grok 4.6 (medium)SpaceXAI43.00$19372.006.0061 jeton/s
Grok 4.6 (xhigh)SpaceXAI44.30$28302.006.0060 jeton/s
Mistral Large 2 (Jul '24)Mistral6.80-2.006.00-
Qwen3.8 2.4T A95BAlibaba40.00$26322.006.0040 jeton/s
Qwen3.8 MaxAlibaba40.30$31722.006.0039 jeton/s
GPT-4.1OpenAI12.70-2.008.00161 jeton/s
Jamba 1.5 LargeAI21 Labs6.00-2.008.00-
o3OpenAI20.20-2.008.00175 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, High Effort)Anthropic--2.0010.0069 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Low Effort)Anthropic24.70$6532.0010.0062 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Max Effort)Anthropic38.40$69982.0010.0079 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Medium Effort)Anthropic28.40$12182.0010.0064 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)Anthropic--2.0010.0068 jeton/s
Claude Sonnet 5 (Non-reasoning, High Effort)Anthropic28.90-2.0010.0061 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 PreviewGoogle30.40$13102.0012.00118 jeton/s
GPT-5.6 Terra (high)OpenAI34.50$7682.0012.0095 jeton/s
GPT-5.6 Terra (low)OpenAI27.90-2.0012.0093 jeton/s
GPT-5.6 Terra (max)OpenAI42.30$25012.0012.00116 jeton/s
GPT-5.6 Terra (medium)OpenAI32.80-2.0012.0094 jeton/s
GPT-5.6 Terra (Non-reasoning)OpenAI22.30-2.0012.0094 jeton/s
GPT-5.6 Terra (xhigh)OpenAI38.20$11872.0012.0099 jeton/s
Qwen3.7 MaxAlibaba29.90$22772.507.50199 jeton/s
Command ACohere7.00-2.5010.0067 jeton/s
GPT-4o (Aug '24)OpenAI7.70-2.5010.00121 jeton/s
GPT-4o (Nov '24)OpenAI8.40-2.5010.00159 jeton/s
Nova PremierAmazon9.20-2.5012.5033 jeton/s
GPT-5.4 (low)OpenAI27.60-2.5015.00109 jeton/s
GPT-5.4 (Non-reasoning)OpenAI18.20-2.5015.00108 jeton/s
GPT-5.4 (xhigh)OpenAI39.00-2.5015.00144 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 Sonnet (Non-reasoning)Anthropic16.60-3.0015.00-
Claude 4 Sonnet (Reasoning)Anthropic18.90-3.0015.00-
Claude 4.5 Sonnet (Non-reasoning)Anthropic19.30-3.0015.0042 jeton/s
Claude 4.5 Sonnet (Reasoning)Anthropic21.20$15013.0015.0046 jeton/s
Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)Anthropic30.50$49253.0015.0050 jeton/s
Claude Sonnet 4.6 (Non-reasoning, High Effort)Anthropic24.70-3.0015.0044 jeton/s
Claude Sonnet 4.6 (Non-reasoning, Low Effort)Anthropic23.30-3.0015.0045 jeton/s
Grok 4SpaceXAI22.50-3.0015.00-
Kimi K3 (low)Kimi34.50-3.0015.0038 jeton/s
Kimi K3 (max)Kimi43.80$36583.0015.0042 jeton/s
Mistral Large (Feb '24)Mistral5.80-4.0012.00-
GPT-5.6 Sol (high)OpenAIMeilleur rapport qualité-prix42.50$14874.0020.0062 jeton/s
GPT-5.6 Sol (low)OpenAI33.80$6374.0020.0067 jeton/s
GPT-5.6 Sol (max)OpenAI47.10$34654.0020.0068 jeton/s
GPT-5.6 Sol (medium)OpenAI39.50$9974.0020.0065 jeton/s
GPT-5.6 Sol (Non-reasoning)OpenAI28.30-4.0020.0065 jeton/s
GPT-5.6 Sol (xhigh)OpenAI44.10$20824.0020.0063 jeton/s
Grok 3SpaceXAI12.10-4.0020.00-
GPT-4o (May '24)OpenAI7.30-5.0015.00117 jeton/s
Claude Opus 4.5 (Non-reasoning)Anthropic23.70-5.0025.0048 jeton/s
Claude Opus 4.5 (Reasoning)Anthropic29.10-5.0025.0052 jeton/s
Claude Opus 4.6 (Adaptive Reasoning, Max Effort)Anthropic31.90-5.0025.0039 jeton/s
Claude Opus 4.6 (Non-reasoning, High Effort)Anthropic26.40-5.0025.0039 jeton/s
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)Anthropic40.70-5.0025.0050 jeton/s
Claude Opus 4.7 (Non-reasoning, High Effort)Anthropic30.90-5.0025.0046 jeton/s
Claude Opus 4.8 (Adaptive Reasoning, Max Effort)Anthropic42.00$68745.0025.0059 jeton/s
Claude Opus 5 (Adaptive Reasoning, High Effort)Anthropic48.20$43325.0025.0052 jeton/s
Claude Opus 5 (Adaptive Reasoning, Low Effort)Anthropic39.80$15615.0025.0053 jeton/s
Claude Opus 5 (Adaptive Reasoning, Max Effort)Anthropic50.70$72755.0025.0054 jeton/s
Claude Opus 5 (Adaptive Reasoning, Medium Effort)Anthropic45.10$27325.0025.0053 jeton/s
Claude Opus 5 (Adaptive Reasoning, Xhigh Effort)Anthropic49.70$58685.0025.0052 jeton/s
GPT-5.5 (high)OpenAI37.30$34115.0030.0081 jeton/s
GPT-5.5 (low)OpenAI30.70-5.0030.0080 jeton/s
GPT-5.5 (medium)OpenAI34.20$20955.0030.0091 jeton/s
GPT-5.5 (Non-reasoning)OpenAI23.20-5.0030.0084 jeton/s
GPT-5.5 (xhigh)OpenAI38.60$52945.0030.0090 jeton/s
GPT-5.5 Instant (June 2026)OpenAI26.80$11845.0030.00147 jeton/s
GPT-5.5 Instant (May 2026)OpenAI22.70-5.0030.00-
GPT-4 TurboOpenAI7.00-10.0030.0032 jeton/s
Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)Anthropic49.70$1116110.0050.0064 jeton/s
Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback)Anthropic51.20$524210.0050.0057 jeton/s
Claude Fable 5.1 (Adaptive Reasoning, Low Effort, Default Fallback)Anthropic47.00$315810.0050.0052 jeton/s
Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback)AnthropicMeilleur rapport qualité-prix53.40$1312910.0050.0069 jeton/s
Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback)Anthropic49.10$398310.0050.0055 jeton/s
Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback)AnthropicMeilleur rapport qualité-prix53.20$906310.0050.0060 jeton/s
GPT-6 Astra (high)OpenAIMeilleur rapport qualité-prix51.00$291710.0050.0050 jeton/s
GPT-6 Astra (low)OpenAIMeilleur rapport qualité-prix46.00$153710.0050.0047 jeton/s
GPT-6 Astra (max)OpenAIMeilleur rapport qualité-prix52.80$532410.0050.0056 jeton/s
GPT-6 Astra (medium)OpenAIMeilleur rapport qualité-prix49.70$243410.0050.0047 jeton/s
GPT-6 Astra (Non-reasoning)OpenAI45.20$244110.0050.00-
GPT-6 Astra (xhigh)OpenAIMeilleur rapport qualité-prix52.50$380310.0050.0052 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.