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
| Modèle | Score d’intelligence | Coût 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-ThinkerServiceNow | 21.20 | - | 0.00 | 0.00 | - |
| Apriel-v1.6-15B-ThinkerServiceNow | 20.50 | - | 0.00 | 0.00 | - |
| Gemini 2.0 Flash (experimental)Google | 10.70 | - | 0.00 | 0.00 | - |
| Gemma 3 12B InstructGoogle | 5.50 | - | 0.00 | 0.00 | - |
| Gemma 3 1B InstructGoogle | 1.00 | - | 0.00 | 0.00 | - |
| Gemma 3 27B InstructGoogle | 7.40 | - | 0.00 | 0.00 | - |
| Gemma 3 4B InstructGoogle | 1.10 | - | 0.00 | 0.00 | - |
| Gemma 3n E2B InstructGoogle | 1.00 | - | 0.00 | 0.00 | - |
| Gemma 4 31B (Reasoning)Google | 29.40 | - | 0.00 | 0.00 | 36 jeton/s |
| Hy3Tencent | 41.20 | - | 0.00 | 0.00 | 49 jeton/s |
| LFM2.5-8B-A1BLiquid AI | 8.30 | - | 0.00 | 0.00 | 330 jeton/s |
| LFM2.5-VL-1.6BLiquid AI | 1.00 | - | 0.00 | 0.00 | 390 jeton/s |
| Olmo 3.1 32B ThinkAllen Institute for AI | 8.10 | - | 0.00 | 0.00 | - |
| Phi-4 Multimodal InstructMicrosoft | 4.50 | - | 0.00 | 0.00 | 18 jeton/s |
| Sarvam M (Reasoning)Sarvam | 3.00 | - | 0.00 | 0.00 | - |
| Tiny Aya GlobalCohere | 1.00 | - | 0.00 | 0.00 | - |
| Gemma 3n E4B InstructGoogle | 1.20 | - | 0.02 | 0.04 | 53 jeton/s |
| Sarvam 30B (high)Sarvam | 6.60 | - | 0.03 | 0.11 | 167 jeton/s |
| Qwen3.5 4B (Non-reasoning)Alibaba | 16.00 | - | 0.03 | 0.15 | 18 jeton/s |
| Qwen3.5 4B (Reasoning)Alibaba | 20.10 | - | 0.03 | 0.15 | 19 jeton/s |
| Granite 3.3 8B (Non-reasoning)IBM | 1.80 | - | 0.03 | 0.25 | 346 jeton/s |
| HyperNova 60B 2605Multiverse Computing | 17.80 | $35.0 | 0.04 | 0.14 | 357 jeton/s |
| Llama 3 Instruct 8BMeta | 1.20 | - | 0.04 | 0.14 | - |
| Nova MicroAmazon | 4.70 | - | 0.04 | 0.14 | 288 jeton/s |
| NVIDIA Nemotron Nano 9B V2 (Reasoning)NVIDIA | 8.80 | - | 0.04 | 0.16 | 77 jeton/s |
| Sarvam 105B (high)Sarvam | 11.90 | - | 0.04 | 0.17 | 99 jeton/s |
| Granite 4.1 8BIBM | 6.70 | - | 0.05 | 0.10 | 119 jeton/s |
| gpt-oss-20b (high)OpenAI | 14.90 | $29.9 | 0.05 | 0.20 | 210 jeton/s |
| NVIDIA Nemotron 3 Nano 30B A3B (Non-reasoning)NVIDIA | 7.40 | - | 0.05 | 0.20 | 137 jeton/s |
| NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)NVIDIA | 14.20 | $38.9 | 0.05 | 0.20 | 166 jeton/s |
| NVIDIA Nemotron Nano 9B V2 (Non-reasoning)NVIDIA | 7.40 | - | 0.05 | 0.20 | 132 jeton/s |
| Qwen2.5 TurboAlibaba | 6.30 | - | 0.05 | 0.20 | 106 jeton/s |
| Llama 2 Chat 7BMeta | 4.30 | - | 0.05 | 0.25 | - |
| GPT-5 nano (high)OpenAI | 19.90 | - | 0.05 | 0.40 | 157 jeton/s |
| GPT-5 nano (medium)OpenAI | 19.00 | - | 0.05 | 0.40 | 166 jeton/s |
| GPT-5 nano (minimal)OpenAI | 8.00 | - | 0.05 | 0.40 | 165 jeton/s |
| gpt-oss-20b (low)OpenAI | 14.30 | - | 0.06 | 0.20 | 236 jeton/s |
| Nova LiteAmazon | 6.90 | - | 0.06 | 0.24 | 169 jeton/s |
| Granite 4.0 H SmallIBM | 5.20 | - | 0.06 | 0.25 | 422 jeton/s |
| Nemotron 3 Nano Omni 30B A3B ReasoningNVIDIA | 14.90 | - | 0.07 | 0.30 | 328 jeton/s |
| GLM-4.7-Flash (Non-reasoning)Z AI | 15.50 | - | 0.07 | 0.40 | 139 jeton/s |
| GLM-4.7-Flash (Reasoning)Z AI | 22.90 | - | 0.07 | 0.40 | 93 jeton/s |
| Llama 3.1 Instruct 8BMeta | 7.60 | - | 0.10 | 0.10 | 147 jeton/s |
| Ministral 3 3BMistral | 6.80 | $91.8 | 0.10 | 0.10 | 174 jeton/s |
| Qwen3.5 9B (Reasoning)Alibaba | 21.40 | $179 | 0.10 | 0.15 | 59 jeton/s |
| Apertus 8B InstructSwiss AI Initiative | 1.00 | - | 0.10 | 0.20 | - |
| Olmo 3 7B InstructAllen Institute for AI | 2.80 | - | 0.10 | 0.20 | - |
| Gemma 4 12B (Non-reasoning)Google | 13.20 | - | 0.10 | 0.30 | 103 jeton/s |
| Gemma 4 12B (Reasoning)Google | 22.00 | - | 0.10 | 0.30 | 108 jeton/s |
| Ling 2.6 FlashInclusionAI | 14.10 | - | 0.10 | 0.30 | 177 jeton/s |
| MiMo-V2-Flash (Reasoning)Xiaomi | 31.20 | - | 0.10 | 0.30 | - |
| Mistral Small 3Mistral | 6.90 | - | 0.10 | 0.30 | 152 jeton/s |
| Mistral Small 3.1Mistral | 14.70 | $29.9 | 0.10 | 0.30 | 152 jeton/s |
| Mistral Small 3.2Mistral | 10.60 | $128 | 0.10 | 0.30 | 146 jeton/s |
| Step 3.5 FlashStepFun | 25.50 | - | 0.10 | 0.30 | 281 jeton/s |
| Step 3.5 Flash 2603StepFun | 26.00 | - | 0.10 | 0.30 | 268 jeton/s |
| Gemini 2.5 Flash-Lite (Non-reasoning)Google | 6.90 | - | 0.10 | 0.40 | 203 jeton/s |
| Gemini 2.5 Flash-Lite (Reasoning)Google | 11.40 | - | 0.10 | 0.40 | 255 jeton/s |
| Gemini 2.5 Flash-Lite Preview (Sep '25) (Non-reasoning)Google | 13.10 | - | 0.10 | 0.40 | - |
| Gemini 2.5 Flash-Lite Preview (Sep '25) (Reasoning)Google | 15.10 | - | 0.10 | 0.40 | - |
| GPT-4.1 nanoOpenAI | 9.60 | $48.7 | 0.10 | 0.40 | 192 jeton/s |
| Qwen3.5 Omni FlashAlibaba | 19.00 | - | 0.10 | 0.80 | 243 jeton/s |
| Hy3-preview (Non-reasoning)Tencent | 26.10 | - | 0.12 | 0.43 | 139 jeton/s |
| Hy3-preview (Reasoning)Tencent | 33.60 | - | 0.12 | 0.43 | 128 jeton/s |
| Gemma 4 26B A4B (Non-reasoning)Google | 20.10 | - | 0.13 | 0.40 | 71 jeton/s |
| Gemma 4 26B A4B (Reasoning)Google | 25.70 | $51.9 | 0.13 | 0.40 | - |
| Hermes 4 - Llama-3.1 70B (Non-reasoning)Nous Research | 6.90 | - | 0.13 | 0.40 | 82 jeton/s |
| Hermes 4 - Llama-3.1 70B (Reasoning)Nous Research | 10.00 | - | 0.13 | 0.40 | 83 jeton/s |
| Phi-4Microsoft | 4.90 | - | 0.13 | 0.50 | 36 jeton/s |
| DeepSeek V4 Flash (Non-reasoning)DeepSeek | 28.70 | - | 0.14 | 0.28 | 117 jeton/s |
| DeepSeek V4 Flash (Reasoning, High Effort)DeepSeek | 37.40 | - | 0.14 | 0.28 | - |
| DeepSeek V4 Flash (Reasoning, Max Effort)DeepSeekMeilleur rapport qualité-prix | 40.30 | $74.3 | 0.14 | 0.28 | 110 jeton/s |
| MiMo-V2.5XiaomiMeilleur rapport qualité-prix | 37.20 | $25.2 | 0.14 | 0.28 | 64 jeton/s |
| Gemma 4 31B (Non-reasoning)Google | 21.80 | $29.0 | 0.14 | 0.40 | 46 jeton/s |
| Ling-flash-2.0InclusionAI | 9.70 | - | 0.14 | 0.57 | 73 jeton/s |
| Ring-flash-2.0InclusionAI | 8.20 | - | 0.14 | 0.57 | - |
| Ministral 3 8BMistral | 9.00 | $113 | 0.15 | 0.15 | 97 jeton/s |
| Solar MiniUpstage | 6.20 | - | 0.15 | 0.15 | - |
| Gemini 2.0 Flash (Feb '25)Google | 12.30 | - | 0.15 | 0.60 | - |
| GPT-4o miniOpenAI | 6.90 | - | 0.15 | 0.60 | 71 jeton/s |
| gpt-oss-120b (high)OpenAI | 23.80 | $96.3 | 0.15 | 0.60 | 292 jeton/s |
| gpt-oss-120b (low)OpenAIMeilleur rapport qualité-prix | 14.90 | $24.2 | 0.15 | 0.60 | 320 jeton/s |
| Mistral Small 4 (Non-reasoning)Mistral | 12.40 | - | 0.15 | 0.60 | 157 jeton/s |
| Mistral Small 4 (Reasoning)Mistral | 19.60 | - | 0.15 | 0.60 | 173 jeton/s |
| Llama 4 ScoutMetaMeilleur rapport qualité-prix | 10.00 | $11.5 | 0.17 | 0.63 | 97 jeton/s |
| GLM-4.5-AirZ AI | 16.50 | - | 0.17 | 0.98 | 75 jeton/s |
| Qwen3 8B (Non-reasoning)Alibaba | 5.10 | - | 0.18 | 0.70 | 38 jeton/s |
| Qwen3 VL 8B InstructAlibaba | 8.40 | - | 0.18 | 0.70 | 121 jeton/s |
| Qwen3 8B (Reasoning)Alibaba | 8.30 | - | 0.18 | 2.10 | 38 jeton/s |
| Qwen3 VL 8B (Reasoning)Alibaba | 10.60 | - | 0.18 | 2.10 | 115 jeton/s |
| Ministral 3 14BMistral | 11.10 | $120 | 0.20 | 0.20 | 59 jeton/s |
| Jamba 1.5 MiniAI21 Labs | 2.70 | - | 0.20 | 0.40 | - |
| Jamba 1.6 MiniAI21 Labs | 2.60 | - | 0.20 | 0.40 | 182 jeton/s |
| Grok 4 Fast (Non-reasoning)SpaceXAI | 16.50 | - | 0.20 | 0.50 | - |
| Grok 4 Fast (Reasoning)SpaceXAI | 27.40 | - | 0.20 | 0.50 | - |
| Mistral Small (Sep '24)Mistral | 4.70 | - | 0.20 | 0.60 | 158 jeton/s |
| NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)NVIDIA | 4.60 | - | 0.20 | 0.60 | 207 jeton/s |
| NVIDIA Nemotron Nano 12B v2 VL (Reasoning)NVIDIA | 9.00 | - | 0.20 | 0.60 | 107 jeton/s |
| Qwen3 30B A3B (Non-reasoning)Alibaba | 6.80 | - | 0.20 | 0.80 | 109 jeton/s |
| Qwen3 30B A3B 2507 InstructAlibaba | 9.10 | - | 0.20 | 0.80 | 142 jeton/s |
| Qwen3 VL 30B A3B InstructAlibaba | 10.00 | - | 0.20 | 0.80 | 111 jeton/s |
| Reka Flash (Sep '24)Reka AI | 6.30 | - | 0.20 | 0.80 | 56 jeton/s |
| Reka Flash 3Reka AI | 4.10 | - | 0.20 | 0.80 | - |
| Step 3.7 FlashStepFun | 30.30 | - | 0.20 | 1.15 | 385 jeton/s |
| GPT-5.4 nano (medium)OpenAI | 30.20 | - | 0.20 | 1.25 | 163 jeton/s |
| GPT-5.4 nano (Non-Reasoning)OpenAI | 17.60 | - | 0.20 | 1.25 | 171 jeton/s |
| GPT-5.4 nano (xhigh)OpenAI | 38.20 | - | 0.20 | 1.25 | 161 jeton/s |
| Qwen3 30B A3B (Reasoning)Alibaba | 9.30 | - | 0.20 | 2.40 | 103 jeton/s |
| Qwen3 30B A3B 2507 (Reasoning)Alibaba | 14.40 | $152 | 0.20 | 2.40 | 149 jeton/s |
| Qwen3 VL 30B A3B (Reasoning)Alibaba | 13.30 | - | 0.20 | 2.40 | 111 jeton/s |
| Seed-OSS-36B-InstructByteDance Seed | 18.30 | - | 0.21 | 0.57 | 35 jeton/s |
| Trinity Large ThinkingArcee AI | 24.50 | - | 0.23 | 0.88 | 204 jeton/s |
| Mistral 7B InstructMistral | 2.10 | - | 0.25 | 0.25 | 102 jeton/s |
| Mercury 2Inception | 25.30 | - | 0.25 | 0.75 | 782 jeton/s |
| NVIDIA Nemotron 3 Super 120B A12B (Reasoning)NVIDIA | 25.40 | $254 | 0.25 | 0.78 | 147 jeton/s |
| Qwen3 Omni 30B A3B (Reasoning)Alibaba | 9.60 | - | 0.25 | 0.97 | 100 jeton/s |
| Qwen3 Omni 30B A3B InstructAlibaba | 5.10 | - | 0.25 | 0.97 | 97 jeton/s |
| Claude 3 HaikuAnthropic | 3.90 | - | 0.25 | 1.25 | - |
| Qwen3.6 35B A3B (Reasoning)Alibaba | 31.60 | $334 | 0.25 | 1.49 | 150 jeton/s |
| Gemini 3.1 Flash-LiteGoogle | 25.00 | $93.7 | 0.25 | 1.50 | 296 jeton/s |
| GPT-5 mini (high)OpenAI | 25.30 | - | 0.25 | 2.00 | 91 jeton/s |
| GPT-5 mini (medium)OpenAI | 30.90 | - | 0.25 | 2.00 | 87 jeton/s |
| GPT-5 mini (minimal)OpenAI | 14.30 | - | 0.25 | 2.00 | 97 jeton/s |
| GPT-5.1 Codex mini (high)OpenAI | 30.60 | - | 0.25 | 2.00 | 207 jeton/s |
| Qwen3.5 35B A3B (Non-reasoning)Alibaba | 24.00 | $227 | 0.25 | 2.00 | 164 jeton/s |
| Qwen3.5 35B A3B (Reasoning)Alibaba | 29.30 | - | 0.25 | 2.00 | 135 jeton/s |
| DeepSeek V3.1 Terminus (Non-reasoning)DeepSeek | 21.40 | - | 0.27 | 1.00 | - |
| DeepSeek V3.2 (Non-reasoning)DeepSeek | 24.70 | - | 0.28 | 0.42 | - |
| DeepSeek V3.2 (Reasoning)DeepSeek | 32.00 | - | 0.28 | 0.42 | - |
| DeepSeek V3.2 Exp (Non-reasoning)DeepSeek | 21.30 | - | 0.28 | 0.42 | - |
| DeepSeek V3.2 Exp (Reasoning)DeepSeek | 25.40 | - | 0.28 | 0.42 | - |
| ERNIE 4.5 300B A47BBaidu | 9.00 | - | 0.28 | 1.10 | - |
| Grok 3 mini Reasoning (high)SpaceXAI | 22.50 | - | 0.30 | 0.50 | 69 jeton/s |
| GLM-4.6V (Non-reasoning)Z AI | 11.00 | - | 0.30 | 0.90 | 62 jeton/s |
| GLM-4.6V (Reasoning)Z AI | 16.80 | - | 0.30 | 0.90 | 49 jeton/s |
| KAT Coder Pro V2KwaiKAT | 33.70 | - | 0.30 | 1.20 | - |
| MiniMax-M2MiniMax | 28.30 | - | 0.30 | 1.20 | 85 jeton/s |
| MiniMax-M2.1MiniMax | 31.40 | - | 0.30 | 1.20 | 84 jeton/s |
| MiniMax-M2.5MiniMax | 33.70 | - | 0.30 | 1.20 | 87 jeton/s |
| MiniMax-M2.7MiniMax | 38.10 | - | 0.30 | 1.20 | 63 jeton/s |
| MiniMax-M3MiniMaxMeilleur rapport qualité-prix | 44.40 | $204 | 0.30 | 1.20 | 85 jeton/s |
| Qwen3.5 27B (Non-reasoning)Alibaba | 29.30 | - | 0.30 | 2.40 | 84 jeton/s |
| Qwen3.5 27B (Reasoning)Alibaba | 33.80 | - | 0.30 | 2.40 | 78 jeton/s |
| Gemini 2.5 Flash (Non-reasoning)Google | 14.10 | - | 0.30 | 2.50 | 219 jeton/s |
| Gemini 2.5 Flash (Reasoning)Google | 20.10 | - | 0.30 | 2.50 | 231 jeton/s |
| Ling-2.6-1TInclusionAI | 26.10 | - | 0.30 | 2.50 | - |
| Nova 2.0 Lite (high)Amazon | 18.20 | $635 | 0.30 | 2.50 | 165 jeton/s |
| Nova 2.0 Lite (low)Amazon | 17.80 | - | 0.30 | 2.50 | 164 jeton/s |
| Nova 2.0 Lite (medium)Amazon | 19.00 | - | 0.30 | 2.50 | 163 jeton/s |
| Nova 2.0 Lite (Non-reasoning)Amazon | 11.80 | - | 0.30 | 2.50 | 145 jeton/s |
| Nova 2.0 Omni (low)Amazon | 16.60 | - | 0.30 | 2.50 | - |
| Nova 2.0 Omni (medium)Amazon | 20.90 | - | 0.30 | 2.50 | - |
| Nova 2.0 Omni (Non-reasoning)Amazon | 10.50 | - | 0.30 | 2.50 | - |
| Ring-2.6-1TInclusionAI | 30.60 | $460 | 0.30 | 2.50 | 134 jeton/s |
| Llama 4 MaverickMeta | 14.30 | $38.2 | 0.35 | 0.85 | 113 jeton/s |
| Qwen3 Coder NextAlibaba | 21.10 | $247 | 0.35 | 1.20 | 98 jeton/s |
| Qwen3 14B (Non-reasoning)Alibaba | 7.00 | - | 0.35 | 1.40 | 64 jeton/s |
| Qwen3 14B (Reasoning)Alibaba | 10.40 | - | 0.35 | 4.20 | 63 jeton/s |
| Llama 3.2 Instruct 11B (Vision)Meta | 3.30 | - | 0.36 | 0.36 | 52 jeton/s |
| DeepSeek V3 (Dec '24)DeepSeekMeilleur rapport qualité-prix | 14.20 | $19.8 | 0.36 | 0.89 | - |
| Qwen3.6 35B A3B (Non-reasoning)Alibaba | 24.20 | $496 | 0.38 | 2.25 | 179 jeton/s |
| Llama Nemotron Super 49B v1.5 (Non-reasoning)NVIDIA | 8.70 | - | 0.40 | 0.40 | 51 jeton/s |
| Llama Nemotron Super 49B v1.5 (Reasoning)NVIDIA | 12.40 | - | 0.40 | 0.40 | 51 jeton/s |
| GPT-4.1 miniOpenAI | 14.80 | $74.7 | 0.40 | 1.60 | 80 jeton/s |
| Qwen3.7 PlusAlibaba | 39.00 | $303 | 0.40 | 1.60 | 53 jeton/s |
| Mistral Medium 3Mistral | 12.50 | - | 0.40 | 2.00 | 47 jeton/s |
| Mistral Medium 3.1Mistral | 14.70 | $132 | 0.40 | 2.00 | 91 jeton/s |
| Qwen3.5 122B A10B (Non-reasoning)Alibaba | 27.60 | $216 | 0.40 | 3.20 | 144 jeton/s |
| Qwen3.5 122B A10B (Reasoning)Alibaba | 32.30 | $447 | 0.40 | 3.20 | 135 jeton/s |
| Qwen3.5 Omni PlusAlibaba | 30.60 | - | 0.40 | 4.80 | 55 jeton/s |
| DeepSeek V4 Pro (Non-reasoning)DeepSeek | 31.20 | - | 0.43 | 0.87 | 67 jeton/s |
| DeepSeek V4 Pro (Reasoning, High Effort)DeepSeek | 40.80 | - | 0.43 | 0.87 | 62 jeton/s |
| DeepSeek V4 Pro (Reasoning, Max Effort)DeepSeekMeilleur rapport qualité-prix | 44.30 | $176 | 0.43 | 0.87 | 62 jeton/s |
| MiMo-V2.5-ProXiaomiMeilleur rapport qualité-prix | 42.20 | $98.5 | 0.43 | 0.87 | 62 jeton/s |
| Mixtral 8x7B InstructMistral | 2.40 | - | 0.45 | 0.70 | - |
| Qwen3 Coder 30B A3B InstructAlibaba | 13.60 | - | 0.45 | 2.25 | 96 jeton/s |
| Qwen2.5 Instruct 72BAlibaba | 9.60 | - | 0.47 | 0.49 | - |
| Command-R (Mar '24)Cohere | 2.10 | - | 0.50 | 1.50 | - |
| GPT-3.5 TurboOpenAI | 3.60 | - | 0.50 | 1.50 | - |
| Magistral Small 1.2Mistral | 11.30 | - | 0.50 | 1.50 | 81 jeton/s |
| Mistral Large 3Mistral | 15.90 | $71.0 | 0.50 | 1.50 | 51 jeton/s |
| Qwen3 Next 80B A3B InstructAlibaba | 13.70 | - | 0.50 | 2.00 | 183 jeton/s |
| Nex-N2-ProNex AGI | 41.00 | - | 0.50 | 2.50 | 139 jeton/s |
| Gemini 3 Flash Preview (Non-reasoning)Google | 27.40 | - | 0.50 | 3.00 | 168 jeton/s |
| Gemini 3 Flash Preview (Reasoning)Google | 37.80 | - | 0.50 | 3.00 | 173 jeton/s |
| Qwen3.6 PlusAlibaba | 39.60 | $526 | 0.50 | 3.00 | 53 jeton/s |
| Qwen3 Next 80B A3B (Reasoning)Alibaba | 16.70 | $401 | 0.50 | 6.00 | 184 jeton/s |
| GLM-4.6 (Reasoning)Z AI | 28.70 | $313 | 0.55 | 2.20 | 46 jeton/s |
| MiniMax M1 80kMiniMax | 17.70 | - | 0.55 | 2.20 | - |
| Llama 3.1 Instruct 70BMeta | 6.80 | - | 0.56 | 0.56 | 41 jeton/s |
| DeepSeek V3.1 (Non-reasoning)DeepSeek | 21.00 | - | 0.56 | 1.68 | - |
| GLM-4.6 (Non-reasoning)Z AI | 23.00 | - | 0.57 | 2.20 | 67 jeton/s |
| Kimi K2Kimi | 19.40 | - | 0.57 | 2.30 | 37 jeton/s |
| Llama 3.3 Instruct 70BMeta | 9.40 | $78.0 | 0.58 | 0.71 | 86 jeton/s |
| DeepSeek V3.1 (Reasoning)DeepSeek | 20.70 | - | 0.59 | 1.69 | - |
| GLM-4.5V (Non-reasoning)Z AI | 7.00 | - | 0.60 | 1.80 | 81 jeton/s |
| GLM-4.5V (Reasoning)Z AI | 9.10 | - | 0.60 | 1.80 | 63 jeton/s |
| Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)NVIDIA | 9.10 | - | 0.60 | 1.80 | 53 jeton/s |
| GLM-4.7 (Non-reasoning)Z AI | 26.60 | - | 0.60 | 2.20 | 113 jeton/s |
| GLM-4.7 (Reasoning)Z AI | 33.70 | $603 | 0.60 | 2.20 | 116 jeton/s |
| Kimi K2 0905Kimi | 23.50 | - | 0.60 | 2.50 | 38 jeton/s |
| Kimi K2 ThinkingKimi | 32.70 | - | 0.60 | 2.50 | 122 jeton/s |
| Kimi K2.5 (Non-reasoning)Kimi | 29.40 | - | 0.60 | 3.00 | 50 jeton/s |
| Kimi K2.5 (Reasoning)Kimi | 35.40 | - | 0.60 | 3.00 | 56 jeton/s |
| Qwen3.5 397B A17B (Non-reasoning)Alibaba | 32.00 | - | 0.60 | 3.60 | 61 jeton/s |
| Qwen3.5 397B A17B (Reasoning)Alibaba | 33.70 | $528 | 0.60 | 3.60 | 61 jeton/s |
| Qwen3.6 27B (Non-reasoning)Alibaba | 30.50 | $356 | 0.60 | 3.60 | 57 jeton/s |
| Qwen3.6 27B (Reasoning)Alibaba | 37.10 | $668 | 0.60 | 3.60 | 56 jeton/s |
| Llama 3 Instruct 70BMeta | 3.50 | - | 0.65 | 2.75 | - |
| QwQ 32BAlibaba | 13.40 | - | 0.66 | 1.00 | 30 jeton/s |
| MiMo-V2.5-Pro (Non-reasoning)Xiaomi | 27.90 | - | 0.66 | 1.72 | 61 jeton/s |
| Nemotron 3 Ultra 550B A55B (Reasoning)NVIDIA | 37.80 | $435 | 0.68 | 2.67 | 189 jeton/s |
| Hermes 3 - Llama-3.1 70BNous Research | 5.10 | - | 0.70 | 0.70 | 33 jeton/s |
| DeepSeek R1 Distill Llama 70BDeepSeek | 9.90 | - | 0.70 | 1.05 | 24 jeton/s |
| Qwen3 235B A22B (Non-reasoning)Alibaba | 10.90 | - | 0.70 | 2.80 | 58 jeton/s |
| Qwen3 235B A22B 2507 InstructAlibaba | 18.20 | - | 0.70 | 2.80 | 59 jeton/s |
| Qwen3 32B (Non-reasoning)Alibaba | 8.60 | - | 0.70 | 2.80 | 93 jeton/s |
| Qwen3 VL 235B A22B InstructAlibaba | 14.30 | - | 0.70 | 2.80 | 51 jeton/s |
| Qwen3 VL 32B InstructAlibaba | 11.10 | - | 0.70 | 2.80 | 70 jeton/s |
| Qwen3 235B A22B (Reasoning)Alibaba | 13.40 | - | 0.70 | 8.40 | 59 jeton/s |
| Qwen3 235B A22B 2507 (Reasoning)Alibaba | 19.60 | - | 0.70 | 8.40 | 56 jeton/s |
| Qwen3 32B (Reasoning)Alibaba | 11.50 | - | 0.70 | 8.40 | 91 jeton/s |
| Qwen3 VL 235B A22B (Reasoning)Alibaba | 20.60 | - | 0.70 | 8.40 | 56 jeton/s |
| Qwen3 VL 32B (Reasoning)Alibaba | 17.90 | - | 0.70 | 8.40 | 89 jeton/s |
| GPT-5.4 mini (medium)OpenAI | 29.80 | - | 0.75 | 4.50 | 172 jeton/s |
| GPT-5.4 mini (Non-Reasoning)OpenAI | 16.60 | - | 0.75 | 4.50 | 177 jeton/s |
| GPT-5.4 mini (xhigh)OpenAI | 40.00 | $1095 | 0.75 | 4.50 | 170 jeton/s |
| Nova ProAmazon | 7.70 | - | 0.80 | 3.20 | - |
| Claude 3.5 HaikuAnthropic | 12.30 | - | 0.80 | 4.00 | - |
| Apertus 70B InstructSwiss AI Initiative | 2.40 | - | 0.82 | 2.92 | - |
| Kimi K2.6Kimi | 44.20 | $841 | 0.95 | 4.00 | 46 jeton/s |
| Kimi K2.6 (Non-reasoning)Kimi | 34.60 | - | 0.95 | 4.00 | 46 jeton/s |
| Kimi K2.7 CodeKimi | 41.90 | - | 0.95 | 4.00 | 49 jeton/s |
| Grok Build 0.1 0616SpaceXAI | 39.80 | $375 | 1.00 | 2.00 | 102 jeton/s |
| Hermes 4 - Llama-3.1 405B (Non-reasoning)Nous Research | 8.80 | - | 1.00 | 3.00 | 39 jeton/s |
| Hermes 4 - Llama-3.1 405B (Reasoning)Nous Research | 9.00 | - | 1.00 | 3.00 | 38 jeton/s |
| Mistral Small (Feb '24)Mistral | 3.60 | - | 1.00 | 3.00 | 150 jeton/s |
| GLM-5 (Non-reasoning)Z AI | 32.40 | - | 1.00 | 3.20 | 55 jeton/s |
| GLM-5 (Reasoning)Z AI | 39.50 | - | 1.00 | 3.20 | 52 jeton/s |
| Claude 4.5 Haiku (Non-reasoning)Anthropic | 23.70 | - | 1.00 | 5.00 | 89 jeton/s |
| Claude 4.5 Haiku (Reasoning)Anthropic | 29.60 | $564 | 1.00 | 5.00 | 90 jeton/s |
| GPT-5.6 Luna (high)OpenAIMeilleur rapport qualité-prix | 46.10 | $275 | 1.00 | 6.00 | 179 jeton/s |
| GPT-5.6 Luna (low)OpenAI | 33.30 | $68.8 | 1.00 | 6.00 | 172 jeton/s |
| GPT-5.6 Luna (max)OpenAI | 51.20 | $870 | 1.00 | 6.00 | 187 jeton/s |
| GPT-5.6 Luna (medium)OpenAI | 38.10 | $106 | 1.00 | 6.00 | 177 jeton/s |
| GPT-5.6 Luna (Non-reasoning)OpenAI | 26.60 | $51.4 | 1.00 | 6.00 | 183 jeton/s |
| GPT-5.6 Luna (xhigh)OpenAI | 49.10 | $479 | 1.00 | 6.00 | 176 jeton/s |
| o3-miniOpenAI | 19.00 | - | 1.10 | 4.40 | 215 jeton/s |
| o3-mini (high)OpenAI | 15.60 | - | 1.10 | 4.40 | 220 jeton/s |
| o4-mini (high)OpenAI | 25.60 | - | 1.10 | 4.40 | 172 jeton/s |
| DeepSeek V3 0324DeepSeek | 15.40 | $132 | 1.14 | 1.25 | - |
| Llama 3.1 Nemotron Instruct 70BNVIDIA | 7.60 | - | 1.20 | 1.20 | 100 jeton/s |
| Qwen3 MaxAlibaba | 24.00 | - | 1.20 | 6.00 | 55 jeton/s |
| Qwen3 Max (Preview)Alibaba | 19.20 | - | 1.20 | 6.00 | 61 jeton/s |
| Qwen3 Max Thinking (Preview)Alibaba | 25.00 | - | 1.20 | 6.00 | 51 jeton/s |
| Cogito v2.1 (Reasoning)Deep Cogito | - | - | 1.25 | 1.25 | - |
| Grok 4.3 (high)SpaceXAI | 37.60 | $288 | 1.25 | 2.50 | 129 jeton/s |
| Grok 4.3 (low)SpaceXAI | 35.40 | - | 1.25 | 2.50 | 109 jeton/s |
| Grok 4.3 (medium)SpaceXAI | 36.00 | - | 1.25 | 2.50 | 123 jeton/s |
| Grok 4.3 (Non-reasoning)SpaceXAI | 24.80 | $201 | 1.25 | 2.50 | 113 jeton/s |
| Muse Spark 1.1 (xhigh)MetaMeilleur rapport qualité-prix | 50.60 | $548 | 1.25 | 4.25 | 115 jeton/s |
| Gemini 2.5 ProGoogle | 25.80 | $610 | 1.25 | 10.00 | 143 jeton/s |
| Gemini 2.5 Pro Preview (May' 25)Google | 22.30 | - | 1.25 | 10.00 | - |
| GPT-5 (ChatGPT)OpenAI | 15.30 | - | 1.25 | 10.00 | 166 jeton/s |
| GPT-5 (high)OpenAI | 34.70 | $813 | 1.25 | 10.00 | 96 jeton/s |
| GPT-5 (low)OpenAI | 31.20 | - | 1.25 | 10.00 | 75 jeton/s |
| GPT-5 (medium)OpenAI | 33.70 | - | 1.25 | 10.00 | 91 jeton/s |
| GPT-5 (minimal)OpenAI | 17.20 | - | 1.25 | 10.00 | 76 jeton/s |
| GPT-5 Codex (high)OpenAI | 36.10 | - | 1.25 | 10.00 | 166 jeton/s |
| GPT-5.1 (high)OpenAI | 36.90 | - | 1.25 | 10.00 | 100 jeton/s |
| GPT-5.1 (Non-reasoning)OpenAI | 20.40 | - | 1.25 | 10.00 | 91 jeton/s |
| GPT-5.1 Codex (high)OpenAI | 34.70 | - | 1.25 | 10.00 | 172 jeton/s |
| Nova 2.0 Pro Preview (low)Amazon | 19.60 | $244 | 1.25 | 10.00 | 127 jeton/s |
| Nova 2.0 Pro Preview (medium)Amazon | 21.80 | $407 | 1.25 | 10.00 | 129 jeton/s |
| Nova 2.0 Pro Preview (Non-reasoning)Amazon | 14.40 | $206 | 1.25 | 10.00 | 110 jeton/s |
| Qwen3.6 Max PreviewAlibaba | 40.00 | - | 1.30 | 7.80 | 40 jeton/s |
| DeepSeek R1 0528 (May '25)DeepSeek | 20.10 | - | 1.35 | 4.20 | - |
| GLM-5.1 (Non-reasoning)Z AI | 35.40 | - | 1.40 | 4.40 | 56 jeton/s |
| GLM-5.1 (Reasoning)Z AI | 40.20 | $659 | 1.40 | 4.40 | 68 jeton/s |
| GLM-5.2 (max)Z AI | 51.10 | $925 | 1.40 | 4.40 | 182 jeton/s |
| Mistral Medium 3.5Mistral | 29.90 | $1483 | 1.50 | 7.50 | 57 jeton/s |
| Qwen3 Coder 480B A35B InstructAlibaba | 18.00 | - | 1.50 | 7.50 | 58 jeton/s |
| Gemini 3.5 Flash (high)Google | 50.20 | $1041 | 1.50 | 9.00 | 161 jeton/s |
| Gemini 3.5 Flash (medium)Google | 45.40 | - | 1.50 | 9.00 | 162 jeton/s |
| Gemini 3.5 Flash (minimal)Google | 34.90 | - | 1.50 | 9.00 | 145 jeton/s |
| DeepSeek V3.1 Terminus (Reasoning)DeepSeek | 30.40 | - | 1.64 | 2.75 | - |
| DeepSeek R1 (Jan '25)DeepSeek | 18.50 | $416 | 1.68 | 4.70 | - |
| GPT-5.2 (medium)OpenAI | 38.00 | - | 1.75 | 14.00 | - |
| GPT-5.2 (Non-reasoning)OpenAI | 26.00 | - | 1.75 | 14.00 | 66 jeton/s |
| GPT-5.2 (xhigh)OpenAI | 42.20 | - | 1.75 | 14.00 | 74 jeton/s |
| GPT-5.2 Codex (xhigh)OpenAI | 40.10 | - | 1.75 | 14.00 | 174 jeton/s |
| GPT-5.3 Codex (xhigh)OpenAI | 44.30 | - | 1.75 | 14.00 | 86 jeton/s |
| Inkling (xhigh)Thinking Machines | 40.70 | - | 1.87 | 4.68 | 85 jeton/s |
| Magistral Medium 1.2Mistral | 17.90 | $886 | 2.00 | 5.00 | 44 jeton/s |
| Grok 4.20 0309 (Non-reasoning)SpaceXAI | 22.50 | - | 2.00 | 6.00 | - |
| Grok 4.20 0309 (Reasoning)SpaceXAI | 36.50 | - | 2.00 | 6.00 | - |
| Grok 4.20 0309 v2 (Non-reasoning)SpaceXAI | 21.80 | - | 2.00 | 6.00 | 162 jeton/s |
| Grok 4.20 0309 v2 (Reasoning)SpaceXAI | 37.00 | - | 2.00 | 6.00 | 176 jeton/s |
| Grok 4.5 (high)SpaceXAIMeilleur rapport qualité-prix | 53.80 | $602 | 2.00 | 6.00 | 84 jeton/s |
| Mistral Large 2 (Jul '24)Mistral | 7.30 | - | 2.00 | 6.00 | - |
| GPT-4.1OpenAI | 19.40 | - | 2.00 | 8.00 | 122 jeton/s |
| Jamba 1.5 LargeAI21 Labs | 5.10 | - | 2.00 | 8.00 | - |
| Jamba 1.6 LargeAI21 Labs | 5.00 | - | 2.00 | 8.00 | 56 jeton/s |
| Jamba 1.7 LargeAI21 Labs | 5.30 | - | 2.00 | 8.00 | 57 jeton/s |
| o3OpenAI | 30.40 | - | 2.00 | 8.00 | 122 jeton/s |
| Claude Sonnet 5 (Adaptive Reasoning, High Effort)Anthropic | - | - | 2.00 | 10.00 | 66 jeton/s |
| Claude Sonnet 5 (Adaptive Reasoning, Low Effort)Anthropic | - | - | 2.00 | 10.00 | 60 jeton/s |
| Claude Sonnet 5 (Adaptive Reasoning, Max Effort)Anthropic | 53.40 | $4010 | 2.00 | 10.00 | 83 jeton/s |
| Claude Sonnet 5 (Adaptive Reasoning, Medium Effort)Anthropic | - | - | 2.00 | 10.00 | 64 jeton/s |
| Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)Anthropic | - | - | 2.00 | 10.00 | 70 jeton/s |
| Claude Sonnet 5 (Non-reasoning, High Effort)Anthropic | 41.70 | $427 | 2.00 | 10.00 | 65 jeton/s |
| Gemini 3 Pro Preview (high)Google | 39.60 | - | 2.00 | 12.00 | - |
| Gemini 3 Pro Preview (low)Google | 33.10 | - | 2.00 | 12.00 | - |
| Gemini 3.1 Pro PreviewGoogle | 46.50 | $815 | 2.00 | 12.00 | 116 jeton/s |
| Llama 3.2 Instruct 90B (Vision)Meta | 6.20 | - | 2.04 | 2.04 | - |
| GLM-5.2 (Non-reasoning)Z AI | 34.10 | - | 2.09 | 6.38 | 75 jeton/s |
| Qwen3.7 MaxAlibaba | 46.00 | $1559 | 2.50 | 7.50 | 202 jeton/s |
| Command ACohere | 7.70 | - | 2.50 | 10.00 | 56 jeton/s |
| GPT-4o (Aug '24)OpenAI | 9.60 | - | 2.50 | 10.00 | 84 jeton/s |
| GPT-4o (Nov '24)OpenAI | 11.20 | - | 2.50 | 10.00 | 186 jeton/s |
| Nova PremierAmazon | 12.70 | - | 2.50 | 12.50 | 28 jeton/s |
| GPT-5.4 (low)OpenAI | 39.10 | - | 2.50 | 15.00 | 107 jeton/s |
| GPT-5.4 (Non-reasoning)OpenAI | 27.70 | - | 2.50 | 15.00 | 107 jeton/s |
| GPT-5.4 (xhigh)OpenAI | 51.40 | $2132 | 2.50 | 15.00 | 136 jeton/s |
| GPT-5.6 Terra (high)OpenAI | 49.00 | $496 | 2.50 | 15.00 | 120 jeton/s |
| GPT-5.6 Terra (low)OpenAI | 40.50 | $161 | 2.50 | 15.00 | 120 jeton/s |
| GPT-5.6 Terra (max)OpenAI | 55.00 | $1754 | 2.50 | 15.00 | 136 jeton/s |
| GPT-5.6 Terra (medium)OpenAIMeilleur rapport qualité-prix | 45.60 | $240 | 2.50 | 15.00 | 125 jeton/s |
| GPT-5.6 Terra (Non-reasoning)OpenAI | 34.00 | - | 2.50 | 15.00 | 123 jeton/s |
| GPT-5.6 Terra (xhigh)OpenAI | 51.60 | $740 | 2.50 | 15.00 | 123 jeton/s |
| Mistral MediumMistral | 3.60 | - | 2.75 | 8.10 | 74 jeton/s |
| Claude 3 SonnetAnthropic | 4.70 | - | 3.00 | 15.00 | - |
| Claude 3.5 Sonnet (June '24)Anthropic | 8.30 | - | 3.00 | 15.00 | - |
| Claude 3.5 Sonnet (Oct '24)Anthropic | 9.90 | - | 3.00 | 15.00 | - |
| Claude 3.7 Sonnet (Non-reasoning)Anthropic | 23.50 | - | 3.00 | 15.00 | - |
| Claude 4 Sonnet (Non-reasoning)Anthropic | 25.50 | - | 3.00 | 15.00 | - |
| Claude 4 Sonnet (Reasoning)Anthropic | 28.90 | - | 3.00 | 15.00 | - |
| Claude 4.5 Sonnet (Non-reasoning)Anthropic | 29.30 | - | 3.00 | 15.00 | 40 jeton/s |
| Claude 4.5 Sonnet (Reasoning)Anthropic | 36.40 | $1133 | 3.00 | 15.00 | 43 jeton/s |
| Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)Anthropic | 47.20 | $3356 | 3.00 | 15.00 | 51 jeton/s |
| Claude Sonnet 4.6 (Non-reasoning, High Effort)Anthropic | 35.90 | - | 3.00 | 15.00 | 43 jeton/s |
| Claude Sonnet 4.6 (Non-reasoning, Low Effort)Anthropic | 34.30 | - | 3.00 | 15.00 | 43 jeton/s |
| Command-R+ (Apr '24)Cohere | 3.00 | - | 3.00 | 15.00 | - |
| Kimi K3Kimi | 57.10 | $2710 | 3.00 | 15.00 | 62 jeton/s |
| Llama 3.1 Instruct 405BMeta | 8.50 | - | 3.92 | 13.00 | - |
| Mistral Large (Feb '24)Mistral | 4.40 | - | 4.00 | 12.00 | - |
| Grok 3SpaceXAI | 18.40 | - | 4.00 | 20.00 | - |
| GPT-4o (May '24)OpenAI | 8.60 | - | 5.00 | 15.00 | 88 jeton/s |
| Claude Opus 4.5 (Non-reasoning)Anthropic | 34.70 | - | 5.00 | 25.00 | 44 jeton/s |
| Claude Opus 4.5 (Reasoning)Anthropic | 40.80 | - | 5.00 | 25.00 | 46 jeton/s |
| Claude Opus 4.6 (Adaptive Reasoning, Max Effort)Anthropic | 43.70 | - | 5.00 | 25.00 | 41 jeton/s |
| Claude Opus 4.6 (Non-reasoning, High Effort)Anthropic | 37.80 | - | 5.00 | 25.00 | 38 jeton/s |
| Claude Opus 4.7 (Adaptive Reasoning, Max Effort)Anthropic | 53.50 | $3738 | 5.00 | 25.00 | 53 jeton/s |
| Claude Opus 4.7 (Non-reasoning, High Effort)Anthropic | 42.70 | - | 5.00 | 25.00 | 47 jeton/s |
| Claude Opus 4.8 (Adaptive Reasoning, Max Effort)Anthropic | 55.70 | $3753 | 5.00 | 25.00 | 58 jeton/s |
| GPT-5.5 (high)OpenAI | 53.10 | $1719 | 5.00 | 30.00 | 71 jeton/s |
| GPT-5.5 (low)OpenAI | 43.50 | $375 | 5.00 | 30.00 | 69 jeton/s |
| GPT-5.5 (medium)OpenAI | 50.40 | $936 | 5.00 | 30.00 | 72 jeton/s |
| GPT-5.5 (Non-reasoning)OpenAI | 35.40 | $211 | 5.00 | 30.00 | 70 jeton/s |
| GPT-5.5 (xhigh)OpenAI | 54.80 | $2778 | 5.00 | 30.00 | 69 jeton/s |
| GPT-5.5 Instant (June 2026)OpenAI | 28.90 | $528 | 5.00 | 30.00 | - |
| GPT-5.5 Instant (May 2026)OpenAI | 33.50 | - | 5.00 | 30.00 | - |
| GPT-5.6 Sol (high)OpenAIMeilleur rapport qualité-prix | 55.90 | $956 | 5.00 | 30.00 | 49 jeton/s |
| GPT-5.6 Sol (low)OpenAIMeilleur rapport qualité-prix | 49.40 | $353 | 5.00 | 30.00 | 51 jeton/s |
| GPT-5.6 Sol (max)OpenAIMeilleur rapport qualité-prix | 58.90 | $2824 | 5.00 | 30.00 | 55 jeton/s |
| GPT-5.6 Sol (medium)OpenAIMeilleur rapport qualité-prix | 53.60 | $593 | 5.00 | 30.00 | 51 jeton/s |
| GPT-5.6 Sol (Non-reasoning)OpenAI | 41.20 | $242 | 5.00 | 30.00 | 58 jeton/s |
| GPT-5.6 Sol (xhigh)OpenAIMeilleur rapport qualité-prix | 57.70 | $1543 | 5.00 | 30.00 | 54 jeton/s |
| Grok 4SpaceXAI | 33.30 | - | 5.50 | 27.50 | - |
| GPT-4 TurboOpenAI | 7.90 | - | 10.00 | 30.00 | 32 jeton/s |
| Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)AnthropicMeilleur rapport qualité-prix | 59.90 | $5631 | 10.00 | 50.00 | 61 jeton/s |
| o1OpenAI | 23.40 | - | 15.00 | 60.00 | 125 jeton/s |
| Claude 3 OpusAnthropic | 11.80 | - | 15.00 | 75.00 | - |
| Claude 4 Opus (Non-reasoning)Anthropic | 25.50 | - | 15.00 | 75.00 | - |
| Claude 4 Opus (Reasoning)Anthropic | 31.00 | - | 15.00 | 75.00 | - |
| Claude 4.1 Opus (Non-reasoning)Anthropic | 28.20 | - | 15.00 | 75.00 | 28 jeton/s |
| Claude 4.1 Opus (Reasoning)Anthropic | 33.70 | - | 15.00 | 75.00 | 31 jeton/s |
| o1-previewOpenAI | 17.00 | - | 16.50 | 66.00 | - |
| o3-proOpenAI | 32.50 | - | 20.00 | 80.00 | 37 jeton/s |
| GPT-4OpenAI | 7.00 | - | 30.00 | 60.00 | - |
| GPT-5.4 Pro (xhigh)OpenAI | - | - | 30.00 | 180 | - |
| o1-proOpenAI | 18.90 | - | 150 | 600 | - |
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.