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 AI8.40-0.000.00199 jeton/s
LFM2.5-8B-A1BLiquid AI7.20-0.000.00-
LFM2.5-VL-1.6BLiquid AI4.80-0.000.00-
Ling-3.0-flash-VLInclusionAI24.80-0.000.00143 jeton/s
North Mini CodeCohere12.80-0.000.0063 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 8BMeta6.90-0.020.05143 jeton/s
Gemma 4 E4B (Non-reasoning)Google7.50-0.020.1043 jeton/s
Gemma 4 E4B (Reasoning)Google8.90-0.020.1043 jeton/s
Sarvam 30B (high)Sarvam6.60-0.030.11-
Granite 4.2 3BIBMMeilleur rapport qualité-prix9.10$14.90.030.12215 jeton/s
Qwen3.5 4B (Non-reasoning)Alibaba10.80-0.030.1518 jeton/s
Qwen3.5 4B (Reasoning)Alibaba13.10-0.030.1528 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 Computing11.70-0.040.14349 jeton/s
Llama 3 Instruct 8BMeta4.80-0.040.14-
Nova MicroAmazon5.90-0.040.14261 jeton/s
NVIDIA Nemotron Nano 9B V2 (Reasoning)NVIDIA7.40-0.040.16108 jeton/s
Sarvam 105B (high)Sarvam8.80-0.040.17-
Granite 4.1 8BIBM6.60-0.050.1090 jeton/s
NVIDIA Nemotron 3 Nano 30B A3B (Non-reasoning)NVIDIA6.80-0.050.20166 jeton/s
NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)NVIDIA8.90$63.70.050.20225 jeton/s
NVIDIA Nemotron Nano 9B V2 (Non-reasoning)NVIDIA6.80-0.050.20147 jeton/s
Qwen2.5 TurboAlibaba6.40-0.050.20105 jeton/s
Llama 2 Chat 7BMeta5.70-0.050.25-
GPT-5 nano (high)OpenAI13.00-0.050.40152 jeton/s
GPT-5 nano (medium)OpenAI12.50-0.050.40158 jeton/s
GPT-5 nano (minimal)OpenAI7.10-0.050.40150 jeton/s
gpt-oss-20b (high)OpenAI9.00$29.40.060.19178 jeton/s
Nemotron 3.5 LightningNVIDIA13.60$1050.060.20271 jeton/s
Hy3-preview (Non-reasoning)Tencent17.00-0.060.21-
Hy3-preview (Reasoning)Tencent22.70-0.060.21-
Nova LiteAmazon6.70-0.060.24171 jeton/s
Granite 4.0 H SmallIBM6.00-0.060.2527 jeton/s
Granite 4.2 8BIBM11.80$53.10.060.2598 jeton/s
gpt-oss-20b (low)OpenAI10.00-0.070.20228 jeton/s
Ling 3.0 FlashInclusionAI24.90-0.070.22285 jeton/s
GLM-4.7-Flash (Non-reasoning)Z AI10.60-0.070.40101 jeton/s
GLM-4.7-Flash (Reasoning)Z AI14.90-0.070.4096 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$61.30.100.10171 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)Google9.40-0.100.30100 jeton/s
Gemma 4 12B (Reasoning)Google14.20-0.100.30105 jeton/s
MiMo-V2-Flash (Reasoning)Xiaomi20.80-0.100.30-
Mistral Small 3Mistral6.70-0.100.30144 jeton/s
Mistral Small 3.1Mistral7.40$35.80.100.30147 jeton/s
Mistral Small 3.2Mistral7.00$1630.100.30144 jeton/s
Step 3.5 FlashStepFun16.60-0.100.30213 jeton/s
Step 3.5 Flash 2603StepFun17.00-0.100.30216 jeton/s
Gemini 2.5 Flash-Lite (Non-reasoning)Google6.70-0.100.40279 jeton/s
Gemini 2.5 Flash-Lite (Reasoning)Google8.50-0.100.40354 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 nanoOpenAI7.80-0.100.40108 jeton/s
Qwen3.5 Omni FlashAlibaba12.50-0.100.80219 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)Google13.10-0.130.4078 jeton/s
Phi-4Microsoft5.90-0.130.5041 jeton/s
Qwen3.5 9B (Reasoning)Alibaba13.70-0.140.2084 jeton/s
MiMo-V2.5XiaomiMeilleur rapport qualité-prix22.30$42.60.140.2852 jeton/s
Gemma 4 31B (Non-reasoning)Google13.90-0.140.4053 jeton/s
Hy3Tencent25.80$1490.140.5584 jeton/s
Ling-flash-2.0InclusionAI7.80-0.140.575 jeton/s
Ring-flash-2.0InclusionAI7.20-0.140.57-
Ministral 3 8BMistral5.50$1690.150.1587 jeton/s
Solar MiniUpstage6.40-0.150.15-
Qwen3.8-Flash-NextAlibaba39.90$3630.150.4754 jeton/s
GLM-5.3-FlashZ AIMeilleur rapport qualité-prix41.90$2800.150.5090 jeton/s
gpt-oss-120b (low)OpenAI10.20-0.150.54208 jeton/s
gpt-oss-120b (high)OpenAI12.30$1220.150.59186 jeton/s
GPT-4o miniOpenAI6.70-0.150.60154 jeton/s
Mistral Small (Feb '24)Mistral5.50-0.150.60143 jeton/s
Mistral Small 4 (Non-reasoning)Mistral9.00-0.150.60147 jeton/s
Mistral Small 4 (Reasoning)Mistral11.50$78.70.150.60164 jeton/s
Solar Pro 3Upstage7.80$1590.150.60150 jeton/s
Qwen3 Next 80B A3B (Reasoning)Alibaba11.20-0.151.20190 jeton/s
Qwen3 Next 80B A3B InstructAlibaba9.60-0.151.20174 jeton/s
Qwen3 32B (Non-reasoning)Alibaba7.30-0.160.64106 jeton/s
Qwen3 32B (Reasoning)Alibaba7.20-0.160.64105 jeton/s
Qwen3 VL 32B (Reasoning)Alibaba11.90-0.160.6490 jeton/s
Qwen3 VL 32B InstructAlibaba8.40-0.160.6466 jeton/s
Granite 4.2 30BIBM14.80-0.160.6577 jeton/s
Qwen3.5 9B (Non-reasoning)Alibaba13.30-0.170.2588 jeton/s
GLM-4.5-AirZ AI11.10-0.170.9852 jeton/s
Qwen3 8B (Non-reasoning)Alibaba6.00-0.180.7039 jeton/s
Qwen3 VL 8B InstructAlibaba7.30-0.180.70117 jeton/s
Qwen3 8B (Reasoning)Alibaba5.20-0.182.1037 jeton/s
Qwen3 VL 8B (Reasoning)Alibaba8.20-0.182.10114 jeton/s
Nemotron 3 Super 120B A12B (Reasoning)NVIDIA13.60$8590.190.65132 jeton/s
Llama 4 ScoutMeta6.50$77.60.190.6886 jeton/s
Ministral 3 14BMistral6.00$2500.200.2086 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)Mistral5.80-0.200.60137 jeton/s
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)NVIDIA5.80-0.200.6063 jeton/s
NVIDIA Nemotron Nano 12B v2 VL (Reasoning)NVIDIA7.50-0.200.6047 jeton/s
Celeris-1Celeris6.30$60.00.200.701370 jeton/s
Qwen3 30B A3B (Non-reasoning)Alibaba6.60-0.200.80109 jeton/s
Qwen3 30B A3B 2507 InstructAlibaba7.50-0.200.80141 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 FlashStepFun19.50-0.201.1589 jeton/s
GPT-5.6 Luna (high)OpenAIMeilleur rapport qualité-prix32.40$1080.201.20108 jeton/s
GPT-5.6 Luna (low)OpenAI21.80-0.201.2099 jeton/s
GPT-5.6 Luna (max)OpenAI37.50$3200.201.20109 jeton/s
GPT-5.6 Luna (medium)OpenAI25.80-0.201.20106 jeton/s
GPT-5.6 Luna (Non-reasoning)OpenAI16.80-0.201.20102 jeton/s
GPT-5.6 Luna (xhigh)OpenAIMeilleur rapport qualité-prix34.80$1790.201.20107 jeton/s
GPT-5.4 nano (medium)OpenAI20.00-0.201.25168 jeton/s
GPT-5.4 nano (Non-Reasoning)OpenAI11.70-0.201.25156 jeton/s
GPT-5.4 nano (xhigh)OpenAI21.20$3310.201.25166 jeton/s
Qwen3 30B A3B (Reasoning)Alibaba7.60-0.202.40107 jeton/s
Qwen3 30B A3B 2507 (Reasoning)Alibaba9.80$1880.202.40149 jeton/s
Qwen3 VL 30B A3B (Reasoning)Alibaba9.50-0.202.40112 jeton/s
Seed-OSS-36B-InstructByteDance Seed12.10-0.210.5732 jeton/s
Qwen3 235B A22B 2507 InstructAlibaba12.00-0.230.9258 jeton/s
Qwen3 235B A22B 2507 (Reasoning)Alibaba12.70$2350.232.3061 jeton/s
Mistral 7B InstructMistral5.00-0.250.2578 jeton/s
Mercury 2Inception11.50$1530.250.75734 jeton/s
Trinity Large ThinkingArcee AI10.90$5180.250.90322 jeton/s
Qwen3 Omni 30B A3B (Reasoning)Alibaba7.80-0.250.97101 jeton/s
Qwen3 Omni 30B A3B InstructAlibaba6.00-0.250.9796 jeton/s
Claude 3 HaikuAnthropic5.60-0.251.25-
Gemini 3.1 Flash-LiteGoogle16.00$1190.251.50288 jeton/s
GPT-5 mini (high)OpenAI17.40$1890.252.00101 jeton/s
GPT-5 mini (medium)OpenAI20.60-0.252.00105 jeton/s
GPT-5 mini (minimal)OpenAI9.90-0.252.00100 jeton/s
GPT-5.1 Codex mini (high)OpenAI20.40-0.252.00-
Qwen3.5 35B A3B (Non-reasoning)Alibaba15.10-0.252.00156 jeton/s
Qwen3.5 35B A3B (Reasoning)Alibaba19.30-0.252.00143 jeton/s
Llama 4 MaverickMeta9.30$45.50.260.9188 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)SpaceXAI14.60-0.300.5055 jeton/s
GLM-4.6V (Non-reasoning)Z AI8.40-0.300.9057 jeton/s
GLM-4.6V (Reasoning)Z AI11.20-0.300.9058 jeton/s
DeepSeek V4.1 Flash (Reasoning, Max Effort)DeepSeek39.50$4770.301.20-
Inkling SmallThinking Machines26.10$2410.301.20133 jeton/s
KAT Coder Pro V2KwaiKAT21.70-0.301.20-
MiniMax-M2MiniMax18.60-0.301.2080 jeton/s
MiniMax-M2.1MiniMax20.90-0.301.2081 jeton/s
MiniMax-M2.5MiniMax22.80-0.301.2081 jeton/s
MiniMax-M2.7MiniMax23.20$2360.301.2057 jeton/s
MiniMax-M3MiniMax29.60$5380.301.2088 jeton/s
Solar Pro 4Upstage28.20-0.301.2068 jeton/s
Qwen3.5 27B (Non-reasoning)Alibaba19.40-0.302.4080 jeton/s
Qwen3.5 27B (Reasoning)Alibaba22.90-0.302.4075 jeton/s
Gemini 2.5 Flash (Non-reasoning)Google9.90-0.302.50187 jeton/s
Gemini 2.5 Flash (Reasoning)Google13.10-0.302.50207 jeton/s
Gemini 3.5 Flash-LiteGoogle22.70$2670.302.50348 jeton/s
Ling-2.6-1TInclusionAI17.00-0.302.50-
Nova 2.0 Lite (high)Amazon13.40-0.302.50150 jeton/s
Nova 2.0 Lite (low)Amazon11.80-0.302.50159 jeton/s
Nova 2.0 Lite (medium)Amazon12.50-0.302.50148 jeton/s
Nova 2.0 Lite (Non-reasoning)Amazon8.70-0.302.50155 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$5760.302.50119 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)Meta5.40-0.340.3414 jeton/s
Qwen3 Coder NextAlibaba10.10$4760.351.20108 jeton/s
Qwen3 14B (Non-reasoning)Alibaba6.70-0.351.4061 jeton/s
Muse Glimmer (high)Meta18.10$1520.351.5099 jeton/s
Qwen3 14B (Reasoning)Alibaba6.40-0.354.2060 jeton/s
Qwen3.6 35B A3B (Non-reasoning)Alibaba15.20-0.382.25134 jeton/s
Qwen3.6 35B A3B (Reasoning)Alibaba18.80$8960.382.25128 jeton/s
Llama Nemotron Super 49B v1.5 (Non-reasoning)NVIDIA7.40-0.400.4041 jeton/s
Llama Nemotron Super 49B v1.5 (Reasoning)NVIDIA9.00-0.400.4060 jeton/s
GPT-4.1 miniOpenAI10.20-0.401.60114 jeton/s
Qwen3 VL 235B A22B InstructAlibaba9.90-0.401.6050 jeton/s
Qwen3.7 PlusAlibaba25.80$5680.401.6057 jeton/s
Mistral Medium 3Mistral9.00-0.402.00137 jeton/s
Mistral Medium 3.1Mistral9.90-0.402.00127 jeton/s
Qwen3.5 122B A10B (Non-reasoning)Alibaba17.70-0.403.20139 jeton/s
Qwen3.5 122B A10B (Reasoning)Alibaba16.20$6610.403.20127 jeton/s
Qwen3 VL 235B A22B (Reasoning)Alibaba13.40-0.404.0058 jeton/s
Qwen3.5 Omni PlusAlibaba20.40-0.404.8086 jeton/s
DeepSeek V4 Pro (Non-reasoning)DeepSeek20.80-0.430.8765 jeton/s
DeepSeek V4 Pro (Reasoning, High Effort)DeepSeek30.10-0.430.8765 jeton/s
DeepSeek V4 Pro (Reasoning, Max Effort)DeepSeek30.90$2770.430.8758 jeton/s
MiMo-V2.5-ProXiaomi26.40$1380.430.8736 jeton/s
MiMo-V2.5-Pro (Non-reasoning)Xiaomi18.30-0.430.8733 jeton/s
DeepSeek V4 Flash 0731 (Reasoning, Max Effort)DeepSeek34.50$4740.441.32188 jeton/s
DeepSeek V4 Flash Vision (Reasoning, Max Effort)DeepSeek35.00$4450.441.32195 jeton/s
Mixtral 8x7B InstructMistral5.10-0.450.70-
Agnes 2.5 Pro AlphaSapiens AI26.80-0.450.90170 jeton/s
Qwen3 Coder 30B A3B InstructAlibaba9.60-0.452.2586 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$1300.501.5074 jeton/s
Nex-N2-ProNex AGI28.20-0.502.50116 jeton/s
Gemini 3 Flash Preview (Non-reasoning)Google17.90-0.503.00193 jeton/s
Gemini 3 Flash Preview (Reasoning)Google26.30-0.503.00180 jeton/s
Qwen3.6 PlusAlibaba27.00-0.503.0056 jeton/s
Qwen3.8 27B (low)Alibaba26.50$8760.503.0049 jeton/s
Qwen3.8 27B (medium)Alibaba27.80$9770.503.0050 jeton/s
Qwen3.8 27B (Non-reasoning)Alibaba22.40-0.503.0048 jeton/s
Qwen3.8 27B (xhigh)Alibaba33.90$11700.503.0042 jeton/s
GLM-4.6 (Reasoning)Z AI18.50-0.552.2029 jeton/s
MiniMax M1 80kMiniMax11.70-0.552.20-
Llama 3.1 Instruct 70BMeta6.60-0.560.5661 jeton/s
DeepSeek V3.1 (Non-reasoning)DeepSeek13.70-0.571.68-
GLM-4.6 (Non-reasoning)Z AI14.90-0.572.2041 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 AI6.70-0.601.8032 jeton/s
GLM-4.5V (Reasoning)Z AI7.60-0.601.8033 jeton/s
Quasar 438B (max, based on GLM-5.2)Multiverse Computing27.10$25040.601.80180 jeton/s
GLM-4.7 (Non-reasoning)Z AI17.40-0.602.2084 jeton/s
GLM-4.7 (Reasoning)Z AI22.20-0.602.2073 jeton/s
Kimi K2 0905Kimi15.30-0.602.5040 jeton/s
Kimi K2 ThinkingKimi22.00-0.602.50117 jeton/s
Nemotron 3 Ultra 550B A55B (Reasoning)NVIDIA23.40$8010.602.60156 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)Alibaba21.40-0.603.6075 jeton/s
Qwen3.5 397B A17B (Reasoning)Alibaba19.10$9410.603.6078 jeton/s
Qwen3.6 27B (Non-reasoning)Alibaba19.80-0.603.6054 jeton/s
Qwen3.6 27B (Reasoning)Alibaba21.90$11450.603.6056 jeton/s
Llama 3 Instruct 70BMeta5.50-0.652.75-
Llama 3.3 Instruct 70BMeta7.70-0.660.7285 jeton/s
QwQ 32BAlibaba9.50-0.661.00-
Hermes 3 - Llama-3.1 70BNous Research6.00-0.700.7030 jeton/s
DeepSeek R1 Distill Llama 70BDeepSeek7.90-0.701.1021 jeton/s
Qwen3 235B A22B (Non-reasoning)Alibaba8.30-0.702.8060 jeton/s
Qwen3 235B A22B (Reasoning)Alibaba9.50-0.708.4059 jeton/s
LongCat 2.0LongCat19.70$5450.752.9547 jeton/s
Gemini 3.6 Flash (high)Google34.30$10370.753.75194 jeton/s
Gemini 3.7 Flash (high)Google39.40$10840.753.75290 jeton/s
Gemini 3.7 Flash (low)Google36.90-0.753.75281 jeton/s
Gemini 3.7 Flash (medium)Google39.60-0.753.75272 jeton/s
Gemini 3.8 Flash (high)Google41.20$16230.753.75268 jeton/s
Gemini 3.8 Flash (low)Google33.80-0.753.75-
Gemini 3.8 Flash (medium)Google40.00$11000.753.75-
GPT-5.4 mini (medium)OpenAI19.70-0.754.50173 jeton/s
GPT-5.4 mini (Non-Reasoning)OpenAI11.10-0.754.50139 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 K2.6Kimi31.30-0.954.0044 jeton/s
Kimi K2.6 (Non-reasoning)Kimi23.60-0.954.0044 jeton/s
Kimi K2.7 CodeKimi26.30$9930.954.0050 jeton/s
Grok Build 0.1 0616SpaceXAI27.20-1.002.0064 jeton/s
Hermes 4 - Llama-3.1 405B (Non-reasoning)Nous Research7.40-1.003.0044 jeton/s
Hermes 4 - Llama-3.1 405B (Reasoning)Nous Research7.50-1.003.0043 jeton/s
GLM-5 (Non-reasoning)Z AI21.80-1.003.2057 jeton/s
GLM-5 (Reasoning)Z AI27.90-1.003.2066 jeton/s
Inkling (xhigh)Thinking Machines25.50$10261.004.0575 jeton/s
Claude 4.5 Haiku (Non-reasoning)Anthropic15.40-1.005.0078 jeton/s
Claude 4.5 Haiku (Reasoning)Anthropic17.60$5241.005.0082 jeton/s
o3-miniOpenAI12.50-1.104.40228 jeton/s
o3-mini (high)OpenAI11.00-1.104.40220 jeton/s
o4-mini (high)OpenAI16.70-1.104.40136 jeton/s
Llama 3.1 Nemotron Instruct 70BNVIDIA6.90-1.201.2059 jeton/s
GLM-5.1 (Reasoning)Z AI26.40$14181.204.4065 jeton/s
Qwen3 MaxAlibaba15.60-1.206.0046 jeton/s
Qwen3 Max (Preview)Alibaba12.60-1.206.0058 jeton/s
Qwen3 Max Thinking (Preview)Alibaba16.30-1.206.0055 jeton/s
Cogito v2.1 (Reasoning)Deep Cogito--1.251.25-
Grok 4.20 0309 v2 (Non-reasoning)SpaceXAI14.20-1.252.5095 jeton/s
Grok 4.20 0309 v2 (Reasoning)SpaceXAI25.70-1.252.50103 jeton/s
Grok 4.3 (high)SpaceXAI25.40$3321.252.50121 jeton/s
Grok 4.3 (low)SpaceXAI24.30-1.252.50111 jeton/s
Grok 4.3 (medium)SpaceXAI24.80-1.252.50112 jeton/s
Grok 4.3 (Non-reasoning)SpaceXAI14.50$2031.252.50110 jeton/s
Muse Spark 1.1 (xhigh)Meta34.30$17371.254.25-
Muse Spark 1.2 (xhigh)Meta39.80$13851.254.25193 jeton/s
Muse Spark 1.3 (max)MetaMeilleur rapport qualité-prix48.20$20001.254.25196 jeton/s
Muse Spark 1.3 (xhigh)Meta45.20$16551.254.25176 jeton/s
Gemini 2.5 ProGoogle16.70$7071.2510.00122 jeton/s
Gemini 2.5 Pro Preview (May' 25)Google14.50-1.2510.00-
GPT-5 (high)OpenAI23.00-1.2510.0070 jeton/s
GPT-5 (low)OpenAI20.80-1.2510.0071 jeton/s
GPT-5 (medium)OpenAI22.90-1.2510.0076 jeton/s
GPT-5 (minimal)OpenAI11.40-1.2510.0070 jeton/s
GPT-5 Codex (high)OpenAI24.90-1.2510.00-
GPT-5.1 (high)OpenAI24.70-1.2510.0091 jeton/s
GPT-5.1 (Non-reasoning)OpenAI13.30-1.2510.0089 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)Amazon14.20-1.2510.00118 jeton/s
Nova 2.0 Pro Preview (Non-reasoning)Amazon10.00-1.2510.0099 jeton/s
Qwen3.6 Max PreviewAlibaba28.40-1.307.8059 jeton/s
DeepSeek V4 Pro 0813 (Reasoning, Max Effort)DeepSeek36.30$11221.323.9669 jeton/s
DeepSeek R1 0528 (May '25)DeepSeek13.10-1.353.00-
GLM-5.1 (Non-reasoning)Z AI24.20-1.384.4039 jeton/s
GLM-5.2 (max)Z AI38.60-1.404.4066 jeton/s
GLM-5.2 (Non-reasoning)Z AI22.40-1.404.40108 jeton/s
GLM-5.3 (max)Z AI44.90$25031.404.4058 jeton/s
Mistral MediumMistral5.50-1.507.50133 jeton/s
Mistral Medium 3.5Mistral14.90$11601.507.50137 jeton/s
Qwen3 Coder 480B A35B InstructAlibaba11.90-1.507.5052 jeton/s
Gemini 3.5 Flash (high)Google33.00$21721.509.00210 jeton/s
Gemini 3.5 Flash (medium)Google33.60-1.509.00217 jeton/s
Gemini 3.5 Flash (minimal)Google23.80-1.509.00199 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)OpenAI17.00-1.7514.0062 jeton/s
GPT-5.2 (xhigh)OpenAI30.40-1.7514.0068 jeton/s
GPT-5.2 Codex (xhigh)OpenAI28.50-1.7514.00-
GPT-5.3 Codex (xhigh)OpenAI32.50-1.7514.00121 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$14042.006.0052 jeton/s
Grok 4.6 (high)SpaceXAI44.40$23522.006.0053 jeton/s
Grok 4.6 (low)SpaceXAI35.40$7612.006.0050 jeton/s
Grok 4.6 (medium)SpaceXAI43.00$19372.006.0053 jeton/s
Grok 4.6 (xhigh)SpaceXAI44.30$28302.006.0051 jeton/s
Mistral Large 2 (Jul '24)Mistral6.80-2.006.00-
Qwen3.8 2.4T A95BAlibaba40.00$26322.006.0038 jeton/s
Qwen3.8 MaxAlibaba40.30$31722.006.0038 jeton/s
GPT-4.1OpenAI12.70-2.008.00163 jeton/s
Jamba 1.5 LargeAI21 Labs6.00-2.008.00-
o3OpenAI20.20-2.008.00101 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, High Effort)Anthropic32.00$20862.0010.0060 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Low Effort)Anthropic24.70$6532.0010.0056 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Max Effort)Anthropic38.40$69982.0010.0075 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Medium Effort)Anthropic28.40$12182.0010.0057 jeton/s
Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)Anthropic--2.0010.0065 jeton/s
Claude Sonnet 5 (Non-reasoning, High Effort)Anthropic28.90-2.0010.0056 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$13102.0012.00108 jeton/s
GPT-5.6 Terra (high)OpenAI34.50$7682.0012.0078 jeton/s
GPT-5.6 Terra (low)OpenAI27.90$3502.0012.0071 jeton/s
GPT-5.6 Terra (max)OpenAI42.30$25012.0012.0081 jeton/s
GPT-5.6 Terra (medium)OpenAI30.40$4472.0012.0073 jeton/s
GPT-5.6 Terra (Non-reasoning)OpenAI22.30-2.0012.0072 jeton/s
GPT-5.6 Terra (xhigh)OpenAI38.20$11872.0012.0077 jeton/s
Qwen3.7 MaxAlibaba29.90$22772.507.50169 jeton/s
Command ACohere7.00-2.5010.0067 jeton/s
GPT-4o (Aug '24)OpenAI7.70-2.5010.0091 jeton/s
GPT-4o (Nov '24)OpenAI8.40-2.5010.00125 jeton/s
Nova PremierAmazon9.20-2.5012.5031 jeton/s
GPT-5.4 (low)OpenAI27.60-2.5015.0090 jeton/s
GPT-5.4 (Non-reasoning)OpenAI18.20-2.5015.0091 jeton/s
GPT-5.4 (xhigh)OpenAI39.00-2.5015.00130 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)Anthropic19.30-3.0015.0038 jeton/s
Claude 4.5 Sonnet (Reasoning)Anthropic21.20$15013.0015.0041 jeton/s
Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)Anthropic30.50$49253.0015.0051 jeton/s
Claude Sonnet 4.6 (Non-reasoning, High Effort)Anthropic24.70-3.0015.0042 jeton/s
Claude Sonnet 4.6 (Non-reasoning, Low Effort)Anthropic23.30-3.0015.0042 jeton/s
Grok 4SpaceXAI22.50-3.0015.00-
Kimi K3 (low)Kimi34.50-3.0015.0038 jeton/s
Kimi K3 (max)Kimi43.80$36583.0015.0038 jeton/s
Mistral Large (Feb '24)Mistral5.80-4.0012.00-
GPT-5.6 Sol (high)OpenAIMeilleur rapport qualité-prix42.50$14874.0020.0059 jeton/s
GPT-5.6 Sol (low)OpenAI33.80$6374.0020.0056 jeton/s
GPT-5.6 Sol (max)OpenAI47.10$34654.0020.0057 jeton/s
GPT-5.6 Sol (medium)OpenAI39.50$9974.0020.0057 jeton/s
GPT-5.6 Sol (Non-reasoning)OpenAI28.30-4.0020.0064 jeton/s
GPT-5.6 Sol (xhigh)OpenAI44.10$20824.0020.0059 jeton/s
Grok 3SpaceXAI12.10-4.0020.00-
GPT-4o (May '24)OpenAI7.30-5.0015.0082 jeton/s
Claude Opus 4.5 (Non-reasoning)Anthropic23.70-5.0025.0044 jeton/s
Claude Opus 4.5 (Reasoning)Anthropic29.10-5.0025.0045 jeton/s
Claude Opus 4.6 (Adaptive Reasoning, Max Effort)Anthropic31.90-5.0025.0038 jeton/s
Claude Opus 4.6 (Non-reasoning, High Effort)Anthropic26.40-5.0025.0036 jeton/s
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)Anthropic40.70-5.0025.0043 jeton/s
Claude Opus 4.7 (Non-reasoning, High Effort)Anthropic30.90-5.0025.0043 jeton/s
Claude Opus 4.8 (Adaptive Reasoning, Max Effort)Anthropic42.00$68745.0025.0056 jeton/s
Claude Opus 5 (Adaptive Reasoning, High Effort)Anthropic48.20$43325.0025.0050 jeton/s
Claude Opus 5 (Adaptive Reasoning, Low Effort)Anthropic39.80$15615.0025.0047 jeton/s
Claude Opus 5 (Adaptive Reasoning, Max Effort)Anthropic50.70$72755.0025.0051 jeton/s
Claude Opus 5 (Adaptive Reasoning, Medium Effort)Anthropic45.10$27325.0025.0048 jeton/s
Claude Opus 5 (Adaptive Reasoning, Xhigh Effort)Anthropic49.70$58685.0025.0049 jeton/s
GPT-5.5 (high)OpenAI37.30$34115.0030.0078 jeton/s
GPT-5.5 (low)OpenAI30.70-5.0030.0070 jeton/s
GPT-5.5 (medium)OpenAI34.20$20955.0030.0073 jeton/s
GPT-5.5 (Non-reasoning)OpenAI23.20-5.0030.0077 jeton/s
GPT-5.5 (xhigh)OpenAI38.60$52945.0030.0085 jeton/s
GPT-5.5 Instant (June 2026)OpenAI26.80$11845.0030.00124 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)Anthropic49.70$1116110.0050.0063 jeton/s
Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback)Anthropic51.20$524210.0050.0049 jeton/s
Claude Fable 5.1 (Adaptive Reasoning, Low Effort, Default Fallback)Anthropic47.00$315810.0050.0047 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)Anthropic49.10$398310.0050.0047 jeton/s
Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback)AnthropicMeilleur rapport qualité-prix53.20$906310.0050.0056 jeton/s
GPT-6 Astra (high)OpenAIMeilleur rapport qualité-prix51.00$291710.0050.0048 jeton/s
GPT-6 Astra (low)OpenAIMeilleur rapport qualité-prix46.00$153710.0050.0048 jeton/s
GPT-6 Astra (max)OpenAIMeilleur rapport qualité-prix52.80$532410.0050.0054 jeton/s
GPT-6 Astra (medium)OpenAIMeilleur rapport qualité-prix49.70$243410.0050.0044 jeton/s
GPT-6 Astra (xhigh)OpenAIMeilleur rapport qualité-prix52.50$380310.0050.0051 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.