Modèles d’IA les plus rapides : vitesse de sortie
Modèles classés par tokens de sortie par seconde. Cette vitesse diffère du délai avant la première réponse et du temps total, surtout pour les modèles de raisonnement. Les mesures manquantes sont exclues.
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 |
|---|---|---|---|---|---|
| Celeris-1Celeris | 6.30 | $60.0 | 0.20 | 0.70 | 1605 jeton/s |
| Mercury 2.5Inception | 12.30 | $218 | 0.25 | 0.75 | 714 jeton/s |
| Mercury 2Inception | 10.80 | $105 | 0.25 | 0.75 | 455 jeton/s |
| Nemotron 3.5 Super VLNVIDIA | 26.50 | $286 | 0.23 | 0.57 | 446 jeton/s |
| Gemini 3.5 Flash-LiteGoogle | 22.20 | $366 | 0.30 | 2.50 | 414 jeton/s |
| Gemini 2.5 Flash-Lite (Reasoning)Google | 8.50 | - | 0.10 | 0.40 | 373 jeton/s |
| Gemini 3.1 Flash-LiteGoogle | 15.60 | $156 | 0.25 | 1.50 | 363 jeton/s |
| Beam 1.0Reflection | 30.30 | $319 | 0.40 | 1.20 | 362 jeton/s |
| Trinity Large ThinkingArcee AI | 10.80 | $233 | 0.25 | 0.80 | 353 jeton/s |
| Ling 3.0 FlashInclusionAI | 20.10 | - | 0.07 | 0.22 | 325 jeton/s |
| Muse Spark 1.3 (Xhigh)Meta | 45.10 | $1655 | 1.25 | 4.25 | 305 jeton/s |
| Muse Spark 1.1 (Xhigh)Meta | 33.70 | $1737 | 1.25 | 4.25 | 295 jeton/s |
| Nemotron 3.5 LightningNVIDIA | 12.90 | $92.8 | 0.06 | 0.20 | 293 jeton/s |
| Nova MicroAmazon | 5.90 | - | 0.04 | 0.14 | 290 jeton/s |
| Gemini 2.5 Flash-Lite (Non-reasoning)Google | 6.70 | - | 0.10 | 0.40 | 285 jeton/s |
| NVIDIA Nemotron 3 Nano 30B A3B (Non-reasoning)NVIDIA | 6.80 | - | 0.05 | 0.20 | 275 jeton/s |
| DeepSeek V4.1 Flash (Non-reasoning)DeepSeek | 24.70 | $239 | 0.30 | 1.20 | 274 jeton/s |
| Muse Spark 1.2 (Xhigh)Meta | 39.60 | $1385 | 1.25 | 4.25 | 271 jeton/s |
| gpt-oss-120b (Low)OpenAI | 10.20 | - | 0.13 | 0.59 | 266 jeton/s |
| Qwen3 Coder 30B A3B InstructAlibaba | 9.60 | - | 0.19 | 0.77 | 266 jeton/s |
| NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)NVIDIA | 8.90 | $63.7 | 0.05 | 0.20 | 240 jeton/s |
| Claude Haiku 5.5 (Max)Anthropic | 43.40 | $330 | 0.10 | 0.50 | 234 jeton/s |
| gpt-oss-120b (High)OpenAI | 11.60 | $123 | 0.15 | 0.60 | 232 jeton/s |
| Qwen3.5 Omni FlashAlibaba | 12.50 | - | 0.10 | 0.80 | 232 jeton/s |
| Nemotron 3 Nano Omni 30B A3B ReasoningNVIDIA | 10.30 | - | 0.40 | 1.36 | 231 jeton/s |
| Step 5 PreviewStepFun | 43.70 | $1190 | 1.00 | 2.70 | 229 jeton/s |
| o3-mini (High)OpenAI | 11.00 | - | 1.10 | 4.40 | 225 jeton/s |
| Inkling SmallThinking Machines | 25.70 | $241 | 0.30 | 1.20 | 223 jeton/s |
| GPT-4.1 nanoOpenAI | 7.80 | - | 0.10 | 0.40 | 217 jeton/s |
| GPT-5.4 mini (Xhigh)OpenAI | 24.10 | $1524 | 0.75 | 4.50 | 216 jeton/s |
| Ling 3.1 FlashInclusionAI | 41.10 | $1015 | 0.30 | 0.90 | 213 jeton/s |
| Gemini 3 Flash Preview (Reasoning)Google | 26.30 | - | 0.50 | 3.00 | 211 jeton/s |
| Gemini 3 Flash Preview (Non-reasoning)Google | 17.90 | - | 0.50 | 3.00 | 210 jeton/s |
| Gemini 2.5 Flash (Reasoning)Google | 13.10 | - | 0.30 | 2.50 | 210 jeton/s |
| Ministral 3 3BMistral | 4.80 | $12.2 | 0.10 | 0.10 | 208 jeton/s |
| GPT-5.4 mini (Medium)OpenAI | 19.70 | - | 0.75 | 4.50 | 208 jeton/s |
| NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)NVIDIA | 5.80 | - | 0.20 | 0.60 | 204 jeton/s |
| Gemini 3.5 Flash (High)Google | 32.60 | $4222 | 1.50 | 9.00 | 203 jeton/s |
| Gemini 3.6 Flash (High)Google | 34.00 | $1614 | 0.75 | 3.75 | 202 jeton/s |
| Qwen3 30B A3B 2507 InstructAlibaba | 7.50 | - | 0.10 | 0.30 | 201 jeton/s |
| Qwen3.7 MaxAlibaba | 29.50 | $2277 | 2.50 | 7.50 | 201 jeton/s |
| Gemini 3.5 Flash (Medium)Google | 33.60 | - | 1.50 | 9.00 | 199 jeton/s |
| GPT-5.4 mini (Non-reasoning)OpenAI | 11.10 | - | 0.75 | 4.50 | 199 jeton/s |
| Gemini 2.5 Flash (Non-reasoning)Google | 9.90 | - | 0.30 | 2.50 | 198 jeton/s |
| Inkling (Xhigh)Thinking Machines | 25.00 | - | 1.00 | 4.05 | 195 jeton/s |
| Gemini 3.5 Flash (Minimal)Google | 23.80 | - | 1.50 | 9.00 | 195 jeton/s |
| Nova 2.0 Lite (High)Amazon | 13.40 | - | 0.30 | 2.50 | 191 jeton/s |
| Sarvam 105B (High)Sarvam | 8.80 | - | 0.04 | 0.17 | 189 jeton/s |
| Claude Haiku 5.5 (Xhigh)AnthropicMeilleur rapport qualité-prix | 41.20 | $158 | 0.10 | 0.50 | 186 jeton/s |
| o3-miniOpenAI | 12.50 | - | 1.10 | 4.40 | 186 jeton/s |
| Nova 2.0 Lite (Non-reasoning)Amazon | 8.70 | - | 0.30 | 2.50 | 183 jeton/s |
| gpt-oss-20b (Low)OpenAI | 10.00 | - | 0.07 | 0.30 | 183 jeton/s |
| GPT-4o (Nov '24)OpenAI | 8.40 | - | 2.50 | 10.00 | 183 jeton/s |
| GPT-4.1OpenAI | 12.70 | - | 2.00 | 8.00 | 182 jeton/s |
| GLM-5.2 (Non-reasoning)Z AI | 22.40 | - | 1.40 | 4.40 | 182 jeton/s |
| Claude Haiku 5.5 (High)AnthropicMeilleur rapport qualité-prix | 37.80 | $94.1 | 0.10 | 0.50 | 181 jeton/s |
| Nova 2.0 Lite (Medium)Amazon | 12.50 | - | 0.30 | 2.50 | 180 jeton/s |
| Mistral Small 4 (Reasoning)Mistral | 11.30 | $42.5 | 0.15 | 0.60 | 179 jeton/s |
| Claude Haiku 5.5 (Medium)AnthropicMeilleur rapport qualité-prix | 34.50 | $56.4 | 0.10 | 0.50 | 179 jeton/s |
| DeepSeek V4.1 Flash (Max)DeepSeek | 39.50 | $672 | 0.29 | 1.20 | 178 jeton/s |
| GPT-5 Codex (High)OpenAI | 24.90 | - | 1.25 | 10.00 | 176 jeton/s |
| DeepSeek V4 Flash Vision (Max)DeepSeek | 34.80 | $1081 | 0.44 | 1.32 | 174 jeton/s |
| Mistral Small 4 (Non-reasoning)Mistral | 9.00 | - | 0.15 | 0.60 | 173 jeton/s |
| Claude Haiku 5.5 (Low)Anthropic | 29.50 | $34.3 | 0.10 | 0.50 | 173 jeton/s |
| Nova 2.0 Lite (Low)Amazon | 11.80 | - | 0.30 | 2.50 | 173 jeton/s |
| GPT-5.4 nano (Medium)OpenAI | 20.00 | - | 0.20 | 1.25 | 172 jeton/s |
| Nemotron 3 Super 120B A12B (Reasoning)NVIDIA | 12.80 | $1319 | 0.30 | 0.90 | 172 jeton/s |
| GPT-5.1 Codex mini (High)OpenAI | 20.40 | - | 0.25 | 2.00 | 171 jeton/s |
| Nova LiteAmazon | 6.70 | - | 0.06 | 0.24 | 171 jeton/s |
| DeepSeek V4.1 Flash 1017 (Max)DeepSeek | 45.10 | $445 | 0.30 | 1.20 | 169 jeton/s |
| NVIDIA Nemotron Nano 9B V2 (Non-reasoning)NVIDIA | 6.80 | - | 0.05 | 0.20 | 168 jeton/s |
| GPT-5.4 nano (Xhigh)OpenAI | 20.70 | $331 | 0.20 | 1.25 | 167 jeton/s |
| Qwen3.5 35B A3B (Non-reasoning)Alibaba | 15.10 | - | 0.25 | 2.00 | 163 jeton/s |
| GPT-5.4 nano (Non-reasoning)OpenAI | 11.70 | - | 0.20 | 1.25 | 163 jeton/s |
| Mistral Medium 3.5Mistral | 14.20 | $1264 | 1.50 | 7.50 | 162 jeton/s |
| GPT-4.1 miniOpenAI | 10.20 | - | 0.40 | 1.60 | 162 jeton/s |
| Qwen3 30B A3B (Reasoning)Alibaba | 7.60 | - | 0.14 | 0.55 | 162 jeton/s |
| Muse Wonder (Max)Meta | 52.40 | $5787 | 4.00 | 20.00 | 162 jeton/s |
| Quasar 438B (Max, Based on GLM-5.2)Multiverse Computing | 26.70 | - | 0.11 | 0.33 | 159 jeton/s |
| gpt-oss-20b (High)OpenAI | 9.00 | $28.8 | 0.05 | 0.22 | 159 jeton/s |
| Nemotron 3 Ultra 550B A55B (Reasoning)NVIDIA | 22.90 | $697 | 0.60 | 2.70 | 159 jeton/s |
| Qwen3 30B A3B (Non-reasoning)Alibaba | 6.60 | - | 0.12 | 0.50 | 157 jeton/s |
| GPT-5.5 Instant (June 2026)OpenAI | 26.00 | $1184 | 5.00 | 30.00 | 152 jeton/s |
| o3OpenAI | 20.20 | - | 2.00 | 8.00 | 152 jeton/s |
| Muse Spark Open (Xhigh)Meta | 38.90 | $1185 | 1.25 | 4.25 | 151 jeton/s |
| DeepSeek V4 Flash 0731 (Max)DeepSeek | 34.30 | $200 | 0.14 | 0.28 | 150 jeton/s |
| DeepSeek R1 (Jan '25)DeepSeek | 11.40 | $461 | 2.00 | 4.00 | 149 jeton/s |
| Step 3.5 Flash 2603StepFun | 17.00 | - | 0.10 | 0.30 | 148 jeton/s |
| Qwen3.6 35B A3B (Non-reasoning)Alibaba | 15.20 | - | 0.38 | 2.25 | 147 jeton/s |
| Qwen3.5 35B A3B (Reasoning)Alibaba | 19.30 | - | 0.25 | 2.00 | 146 jeton/s |
| Muse Spark 1.3 (Max)Meta | 48.10 | $2000 | 1.25 | 4.25 | 146 jeton/s |
| GPT-5 nano (Minimal)OpenAI | 7.10 | - | 0.05 | 0.40 | 145 jeton/s |
| Step 3.5 FlashStepFun | 16.60 | - | 0.10 | 0.30 | 144 jeton/s |
| GPT-5 nano (Medium)OpenAI | 12.50 | - | 0.05 | 0.40 | 144 jeton/s |
| o4-mini (High)OpenAI | 16.70 | - | 1.10 | 4.40 | 144 jeton/s |
| Qwen3.5 122B A10B (Non-reasoning)Alibaba | 17.70 | - | 0.40 | 3.20 | 144 jeton/s |
| Solar Pro 3Upstage | 7.80 | $159 | 0.15 | 0.60 | 142 jeton/s |
| GPT-6 Luna (Max)OpenAIMeilleur rapport qualité-prix | 38.10 | $122 | 0.10 | 0.50 | 138 jeton/s |
| GPT-4o (Aug '24)OpenAI | 7.70 | - | 2.50 | 10.00 | 138 jeton/s |
| Llama 3.1 Instruct 8BMeta | 6.90 | - | 0.04 | 0.07 | 138 jeton/s |
| Step 3.7 FlashStepFun | 19.50 | - | 0.20 | 1.15 | 138 jeton/s |
| Gemini 3.8 Flash (High)Google | 40.90 | $1623 | 0.75 | 3.75 | 137 jeton/s |
| GPT-5 nano (High)OpenAI | 13.00 | - | 0.05 | 0.40 | 136 jeton/s |
| Qwen3 Next 80B A3B InstructAlibaba | 9.60 | - | 0.10 | 1.10 | 134 jeton/s |
| Claude Sonnet 5.5 (Max, Default Fallback)Anthropic | 56.00 | $7260 | 2.00 | 10.00 | 134 jeton/s |
| Apertus 8B InstructSwiss AI Initiative | 4.80 | - | 0.10 | 0.20 | 133 jeton/s |
| Gemini 3.1 Pro PreviewGoogle | 29.70 | $1935 | 2.00 | 12.00 | 132 jeton/s |
| Qwen3.6 35B A3B (Reasoning)Alibaba | 18.20 | $896 | 0.38 | 2.25 | 131 jeton/s |
| GPT-5.6 Terra (Max)OpenAI | 42.10 | $2501 | 2.00 | 12.00 | 130 jeton/s |
| Nova ProAmazon | 7.00 | - | 0.80 | 3.20 | 130 jeton/s |
| Qwen3.5 122B A10B (Reasoning)Alibaba | 15.60 | $661 | 0.40 | 3.20 | 128 jeton/s |
| GPT-5.6 Luna (Max)OpenAI | 37.30 | $320 | 0.20 | 1.20 | 127 jeton/s |
| GPT-6 Luna (Xhigh)OpenAIMeilleur rapport qualité-prix | 34.60 | $66.8 | 0.10 | 0.50 | 127 jeton/s |
| GPT-5.1 (High)OpenAI | 24.70 | - | 1.25 | 10.00 | 127 jeton/s |
| GPT-5.1 Codex (High)OpenAI | 23.70 | - | 1.25 | 10.00 | 127 jeton/s |
| Nova 2.0 Pro Preview (Medium)Amazon | 14.20 | - | 1.25 | 10.00 | 127 jeton/s |
| DeepSeek V3 0324DeepSeek | 9.70 | $19.9 | 0.24 | 0.90 | 126 jeton/s |
| GPT-4o (May '24)OpenAI | 7.30 | - | 5.00 | 15.00 | 124 jeton/s |
| GPT-5 mini (Medium)OpenAI | 20.60 | - | 0.25 | 2.00 | 123 jeton/s |
| Ring-2.6-1TInclusionAI | 16.60 | $576 | 0.30 | 2.50 | 123 jeton/s |
| NVIDIA Nemotron Nano 9B V2 (Reasoning)NVIDIA | 7.40 | - | 0.04 | 0.16 | 122 jeton/s |
| GPT-5.1 (Non-reasoning)OpenAI | 13.30 | - | 1.25 | 10.00 | 122 jeton/s |
| Kimi K2 ThinkingKimi | 22.00 | - | 0.60 | 2.50 | 122 jeton/s |
| GPT-5.6 Luna (Non-reasoning)OpenAI | 15.50 | $23.0 | 0.20 | 1.20 | 120 jeton/s |
| GPT-6 Luna (Non-reasoning)OpenAI | 18.50 | $19.2 | 0.10 | 0.50 | 120 jeton/s |
| Qwen3.5 Omni PlusAlibaba | 20.40 | - | 0.40 | 4.80 | 120 jeton/s |
| DeepSeek V3.1 (Reasoning)DeepSeek | 13.50 | - | 0.58 | 1.68 | 120 jeton/s |
| GPT-5.6 Luna (Xhigh)OpenAI | 34.60 | $179 | 0.20 | 1.20 | 120 jeton/s |
| GPT-5.6 Terra (High)OpenAI | 34.20 | $768 | 2.00 | 12.00 | 119 jeton/s |
| GPT-5.6 Luna (High)OpenAI | 32.10 | $108 | 0.20 | 1.20 | 119 jeton/s |
| GPT-6 Luna (High)OpenAIMeilleur rapport qualité-prix | 32.90 | $47.9 | 0.10 | 0.50 | 119 jeton/s |
| GPT-5.6 Terra (Xhigh)OpenAI | 38.00 | $1187 | 2.00 | 12.00 | 118 jeton/s |
| Llama 4 ScoutMeta | 6.50 | $73.6 | 0.18 | 0.66 | 118 jeton/s |
| Ministral 3 8BMistral | 5.50 | $27.5 | 0.15 | 0.15 | 118 jeton/s |
| Nova 2.0 Pro Preview (Low)Amazon | 12.80 | - | 1.25 | 10.00 | 118 jeton/s |
| Gemma 4 12B (Non-reasoning)Google | 9.40 | - | 0.10 | 0.30 | 118 jeton/s |
| GPT-6 Luna (Low)OpenAIMeilleur rapport qualité-prix | 21.50 | $10.6 | 0.10 | 0.50 | 117 jeton/s |
| GPT-5 mini (High)OpenAI | 16.80 | $189 | 0.25 | 2.00 | 117 jeton/s |
| GPT-5.6 Luna (Low)OpenAI | 21.00 | $27.0 | 0.20 | 1.20 | 117 jeton/s |
| GPT-5.6 Luna (Medium)OpenAI | 25.00 | $44.3 | 0.20 | 1.20 | 117 jeton/s |
| Grok 4.20 0309 v2 (Reasoning)SpaceXAI | 25.70 | - | 1.25 | 2.50 | 117 jeton/s |
| GPT-5 mini (Minimal)OpenAI | 9.90 | - | 0.25 | 2.00 | 116 jeton/s |
| Agnes 2.5 Pro BetaSapiens AI | 35.20 | - | 0.10 | 0.30 | 116 jeton/s |
| GPT-5.6 Terra (Low)OpenAI | 27.50 | $350 | 2.00 | 12.00 | 116 jeton/s |
| GPT-5.6 Terra (Non-reasoning)OpenAI | 20.80 | $256 | 2.00 | 12.00 | 115 jeton/s |
| Nova 2.0 Pro Preview (Non-reasoning)Amazon | 10.00 | - | 1.25 | 10.00 | 115 jeton/s |
| GPT-5.6 Terra (Medium)OpenAI | 30.10 | $447 | 2.00 | 12.00 | 114 jeton/s |
| Gemma 4 12B (Reasoning)Google | 14.20 | - | 0.10 | 0.30 | 114 jeton/s |
| MiniMax-M3.1-FlashMiniMax | 42.70 | $283 | 0.15 | 0.60 | 112 jeton/s |
| GPT-6 Sol (High)OpenAI | 42.40 | $605 | 2.00 | 10.00 | 110 jeton/s |
| Gemini 2.5 ProGoogle | 16.10 | $823 | 1.25 | 10.00 | 110 jeton/s |
| GLM-4.7-Flash (Non-reasoning)Z AI | 10.60 | - | 0.07 | 0.40 | 108 jeton/s |
| Claude Sonnet 5.5 (Xhigh, Default Fallback)Anthropic | 51.90 | $2177 | 2.00 | 10.00 | 108 jeton/s |
| Solar Mini 4Upstage | 24.10 | $502 | 0.10 | 0.40 | 107 jeton/s |
| GPT-6 Sol (Max)OpenAI | 47.60 | $1536 | 2.00 | 10.00 | 106 jeton/s |
| Mistral Large 4 PreviewMistral | 38.40 | $1608 | 1.36 | 4.18 | 106 jeton/s |
| Claude Sonnet 5.5 (Medium, Default Fallback)Anthropic | 40.80 | $622 | 2.00 | 10.00 | 106 jeton/s |
| Claude Sonnet 5.5 (High, Default Fallback)Anthropic | 46.80 | $1027 | 2.00 | 10.00 | 106 jeton/s |
| Grok 4.20 0309 v2 (Non-reasoning)SpaceXAI | 14.20 | - | 1.25 | 2.50 | 106 jeton/s |
| Muse Glimmer (High)Meta | 17.50 | $146 | 0.30 | 1.20 | 105 jeton/s |
| Claude Sonnet 5.5 (Low, Default Fallback)Anthropic | 35.90 | $482 | 2.00 | 10.00 | 105 jeton/s |
| GPT-6 Sol (Xhigh)OpenAI | 44.20 | $855 | 2.00 | 10.00 | 105 jeton/s |
| GPT-6 Sol (Low)OpenAI | 34.20 | $269 | 2.00 | 10.00 | 105 jeton/s |
| DeepSeek V4 Pro 0424 (Max)DeepSeek | 30.40 | $277 | 0.43 | 0.87 | 104 jeton/s |
| MiniMax-M3MiniMax | 29.20 | $538 | 0.30 | 1.20 | 103 jeton/s |
| DeepSeek V4 Pro 0813 (Max)DeepSeek | 36.00 | $1122 | 1.32 | 3.96 | 103 jeton/s |
| Grok 4.3 (High)SpaceXAI | 24.90 | $363 | 1.25 | 2.50 | 103 jeton/s |
| Gemma 4 26B A4B (Non-reasoning)Google | 13.10 | - | 0.12 | 0.40 | 103 jeton/s |
| Qwen3 Omni 30B A3B (Reasoning)Alibaba | 7.80 | - | 0.25 | 0.97 | 103 jeton/s |
| DeepSeek V4 Pro 0424 (High)DeepSeek | 30.10 | - | 0.43 | 0.87 | 101 jeton/s |
| DeepSeek V4 Pro 0424 (Non-reasoning)DeepSeek | 20.80 | - | 0.43 | 0.87 | 101 jeton/s |
| GPT-6 Sol (Non-reasoning)OpenAI | 28.50 | $449 | 2.00 | 10.00 | 101 jeton/s |
| MiniMax-M2MiniMax | 18.60 | - | 0.30 | 1.20 | 100 jeton/s |
| GPT-5.4 (Xhigh)OpenAI | 39.00 | - | 2.50 | 15.00 | 99 jeton/s |
| GPT-4o miniOpenAI | 6.70 | - | 0.15 | 0.60 | 99 jeton/s |
| Grok 4.3 (Medium)SpaceXAI | 24.80 | - | 1.25 | 2.50 | 98 jeton/s |
| GPT-5 (Medium)OpenAI | 22.90 | - | 1.25 | 10.00 | 98 jeton/s |
| DeepSeek V3.1 (Non-reasoning)DeepSeek | 13.70 | - | 0.56 | 1.68 | 98 jeton/s |
| DeepSeek V4 Pro 0813 (Non-reasoning)DeepSeek | 20.40 | $451 | 1.32 | 3.96 | 98 jeton/s |
| GPT-5.3 Codex (Xhigh)OpenAI | 32.50 | - | 1.75 | 14.00 | 98 jeton/s |
| Qwen3 Omni 30B A3B InstructAlibaba | 6.00 | - | 0.25 | 0.97 | 97 jeton/s |
| MiniMax M1 80kMiniMax | 11.70 | - | 0.55 | 2.20 | 96 jeton/s |
| Claude Opus 5.5 (Max, Default Fallback)AnthropicMeilleur rapport qualité-prix | 57.60 | $8708 | 4.00 | 20.00 | 96 jeton/s |
| Grok 4.3 (Non-reasoning)SpaceXAI | 14.00 | $250 | 1.25 | 2.50 | 96 jeton/s |
| GLM-5.3 (Max)Z AI | 44.80 | $2503 | 1.40 | 4.40 | 95 jeton/s |
| Qwen3 Coder NextAlibaba | 9.20 | $405 | 0.31 | 1.00 | 95 jeton/s |
| Claude 4.5 Haiku (Reasoning)Anthropic | 16.90 | $594 | 1.00 | 5.00 | 95 jeton/s |
| GLM-5.2 (Max)Z AI | 33.70 | $2097 | 1.40 | 4.40 | 94 jeton/s |
| GLM-4.6V (Non-reasoning)Z AI | 8.40 | - | 0.30 | 0.90 | 94 jeton/s |
| Grok 4.7 (Xhigh)SpaceXAI | 46.40 | $4967 | 2.00 | 6.00 | 93 jeton/s |
| GPT-6 Luna (Medium)OpenAIMeilleur rapport qualité-prix | 29.90 | $31.2 | 0.10 | 0.50 | 92 jeton/s |
| Kimi K2.6 (Reasoning)Kimi | 27.00 | $1528 | 0.95 | 4.00 | 91 jeton/s |
| Gemma 4 26B A4B (Reasoning)Google | 16.70 | - | 0.10 | 0.34 | 91 jeton/s |
| GLM-5.3 (Low)Z AI | 34.30 | $1013 | 1.40 | 4.40 | 90 jeton/s |
| Llama 3.3 Instruct 70BMeta | 7.70 | - | 0.66 | 0.71 | 90 jeton/s |
| GPT-5.5 (Xhigh)OpenAI | 38.40 | $5294 | 5.00 | 30.00 | 89 jeton/s |
| GPT-5 (High)OpenAI | 23.00 | - | 1.25 | 10.00 | 89 jeton/s |
| GPT-5 (Minimal)OpenAI | 11.40 | - | 1.25 | 10.00 | 89 jeton/s |
| Reka Flash 3Reka AI | 5.60 | - | 0.20 | 0.80 | 88 jeton/s |
| Kimi K2.6 (Non-reasoning)Kimi | 23.60 | - | 0.95 | 4.00 | 88 jeton/s |
| Grok 4.3 (Low)SpaceXAI | 24.30 | - | 1.25 | 2.50 | 88 jeton/s |
| GPT-5 (Low)OpenAI | 20.80 | - | 1.25 | 10.00 | 87 jeton/s |
| GPT-5.2 Codex (Xhigh)OpenAI | 28.50 | - | 1.75 | 14.00 | 87 jeton/s |
| Grok 4.7 (High)SpaceXAI | 46.30 | $3881 | 2.00 | 6.00 | 86 jeton/s |
| Kimi K2.5 (Reasoning)Kimi | 23.50 | - | 0.60 | 3.00 | 85 jeton/s |
| GLM-4.6V (Reasoning)Z AI | 11.20 | - | 0.30 | 0.90 | 85 jeton/s |
| Qwen3 Coder 480B A35B InstructAlibaba | 11.90 | - | 0.38 | 1.40 | 85 jeton/s |
| Claude 4.5 Haiku (Non-reasoning)Anthropic | 15.40 | - | 1.00 | 5.00 | 84 jeton/s |
| Qwen3 235B A22B 2507 (Reasoning)Alibaba | 12.70 | - | 0.23 | 2.30 | 84 jeton/s |
| GLM-4.7-Flash (Reasoning)Z AI | 14.90 | - | 0.07 | 0.40 | 84 jeton/s |
| GLM-4.5-AirZ AI | 11.10 | - | 0.17 | 0.98 | 83 jeton/s |
| Claude Sonnet 5 (Max)Anthropic | 38.20 | $6998 | 2.00 | 10.00 | 83 jeton/s |
| Claude Opus 5.5 (Medium, Default Fallback)Anthropic | 51.20 | $1627 | 4.00 | 20.00 | 83 jeton/s |
| Qwen3 14B (Non-reasoning)Alibaba | 6.70 | - | 0.12 | 0.24 | 83 jeton/s |
| GPT-5.6 Sol (High)OpenAI | 42.30 | $1487 | 4.00 | 20.00 | 83 jeton/s |
| GPT-5.6 Sol (Xhigh)OpenAI | 44.00 | $2082 | 4.00 | 20.00 | 82 jeton/s |
| Claude Opus 5.5 (Xhigh, Default Fallback)AnthropicMeilleur rapport qualité-prix | 56.00 | $4057 | 4.00 | 20.00 | 82 jeton/s |
| Qwen3 14B (Reasoning)Alibaba | 6.40 | - | 0.12 | 0.24 | 82 jeton/s |
| Claude Opus 5.5 (Low, Default Fallback)Anthropic | 42.30 | $860 | 4.00 | 20.00 | 82 jeton/s |
| GPT-5.6 Sol (Max)OpenAI | 47.00 | $3465 | 4.00 | 20.00 | 82 jeton/s |
| Qwen3.5 27B (Non-reasoning)Alibaba | 19.40 | - | 0.30 | 2.40 | 81 jeton/s |
| Mistral Large 3Mistral | 9.30 | $46.4 | 0.50 | 1.50 | 81 jeton/s |
| Hy3Tencent | 25.30 | $150 | 0.14 | 0.56 | 81 jeton/s |
| Ministral 3 14BMistral | 6.00 | $37.6 | 0.20 | 0.20 | 81 jeton/s |
| GPT-5.6 Sol (Low)OpenAI | 33.50 | $637 | 4.00 | 20.00 | 80 jeton/s |
| Claude Opus 5.5 (High, Default Fallback)AnthropicMeilleur rapport qualité-prix | 53.60 | $2172 | 4.00 | 20.00 | 80 jeton/s |
| Qwen3.5 9B (Non-reasoning)Alibaba | 13.30 | - | 0.17 | 0.25 | 80 jeton/s |
| Grok 4.6 (Xhigh)SpaceXAI | 44.20 | $2242 | 2.00 | 6.00 | 80 jeton/s |
| GPT-5.5 (High)OpenAI | 37.00 | $3411 | 5.00 | 30.00 | 79 jeton/s |
| Gemini 4 Argon (High)Google | 52.60 | $2407 | 2.00 | 10.00 | 79 jeton/s |
| Grok 4.6 (Low)SpaceXAI | 35.10 | $614 | 2.00 | 6.00 | 79 jeton/s |
| GPT-5.5 (Non-reasoning)OpenAI | 23.20 | - | 5.00 | 30.00 | 79 jeton/s |
| Grok 3SpaceXAI | 12.10 | - | 3.00 | 15.00 | 79 jeton/s |
| GPT-5.5 (Medium)OpenAI | 33.80 | $2095 | 5.00 | 30.00 | 78 jeton/s |
| Magistral Small 1.2Mistral | 8.60 | - | 0.50 | 1.50 | 78 jeton/s |
| Grok 4.7 (Low)SpaceXAI | 42.20 | $1631 | 2.00 | 6.00 | 78 jeton/s |
| GPT-5.5 (Low)OpenAI | 30.70 | - | 5.00 | 30.00 | 78 jeton/s |
| Qwen3.5 27B (Reasoning)Alibaba | 22.90 | - | 0.30 | 2.40 | 77 jeton/s |
| Grok 4SpaceXAI | 22.50 | - | 3.00 | 15.00 | 77 jeton/s |
| LongCat 2.0LongCat | 19.10 | $545 | 0.75 | 2.95 | 76 jeton/s |
| GPT-5.6 Sol (Medium)OpenAI | 39.20 | $997 | 4.00 | 20.00 | 75 jeton/s |
| Grok 4.6 (High)SpaceXAI | 44.30 | $1963 | 2.00 | 6.00 | 74 jeton/s |
| GPT-5.2 (Xhigh)OpenAI | 30.40 | - | 1.75 | 14.00 | 73 jeton/s |
| GLM-5.1 (Reasoning)Z AI | 26.10 | $1487 | 1.28 | 4.07 | 73 jeton/s |
| GPT-5.6 Sol (Non-reasoning)OpenAI | 28.30 | - | 4.00 | 20.00 | 72 jeton/s |
| GPT-5.4 (Low)OpenAI | 27.60 | - | 2.50 | 15.00 | 72 jeton/s |
| GPT-5.4 (Non-reasoning)OpenAI | 18.20 | - | 2.50 | 15.00 | 71 jeton/s |
| Grok 4.6 (Medium)SpaceXAI | 42.80 | $1557 | 2.00 | 6.00 | 71 jeton/s |
| Claude Fable 5.1 (Max, Default Fallback)Anthropic | 53.40 | $13129 | 10.00 | 50.00 | 70 jeton/s |
| GLM-5.3-FlashZ AI | 41.80 | $306 | 0.15 | 0.50 | 70 jeton/s |
| GLM-5 (Non-reasoning)Z AI | 21.80 | - | 1.00 | 3.20 | 69 jeton/s |
| GLM-5 (Reasoning)Z AI | 27.90 | - | 1.00 | 3.20 | 69 jeton/s |
| GPT-5.2 (Non-reasoning)OpenAI | 17.00 | - | 1.75 | 14.00 | 69 jeton/s |
| Claude Sonnet 5 (Medium)Anthropic | 28.10 | $1218 | 2.00 | 10.00 | 68 jeton/s |
| Claude Sonnet 5 (Xhigh)Anthropic | 34.40 | $3255 | 2.00 | 10.00 | 68 jeton/s |
| Claude Sonnet 5 (High)Anthropic | 31.70 | $2086 | 2.00 | 10.00 | 68 jeton/s |
| GPT-6 Astra (Max)OpenAI | 52.70 | $5324 | 10.00 | 50.00 | 68 jeton/s |
| GLM-4.5V (Non-reasoning)Z AI | 6.70 | - | 0.60 | 1.80 | 67 jeton/s |
| GLM-5.1 (Non-reasoning)Z AI | 24.20 | - | 1.38 | 4.40 | 67 jeton/s |
| DeepSeek V3.1 Terminus (Non-reasoning)DeepSeek | 13.90 | - | 0.27 | 1.00 | 67 jeton/s |
| Claude Sonnet 5 (Low)Anthropic | 24.30 | $653 | 2.00 | 10.00 | 66 jeton/s |
| Claude Sonnet 5 (Non-reasoning, High)Anthropic | 23.20 | - | 2.00 | 10.00 | 66 jeton/s |
| Claude Fable 5 (Max, Opus 4.8 Fallback)Anthropic | 49.60 | $11161 | 10.00 | 50.00 | 65 jeton/s |
| Grok Build 0.1 0616SpaceXAI | 27.20 | - | 1.00 | 2.00 | 65 jeton/s |
| GLM-4.5V (Reasoning)Z AI | 7.60 | - | 0.60 | 1.80 | 63 jeton/s |
| Kimi K2.7 CodeKimi | 25.80 | $993 | 0.95 | 4.00 | 63 jeton/s |
| Claude Fable 5.1 (Xhigh, Default Fallback)Anthropic | 53.20 | $9063 | 10.00 | 50.00 | 63 jeton/s |
| Grok 4.5 (High)SpaceXAI | 38.80 | $1244 | 2.00 | 6.00 | 62 jeton/s |
| GPT-6 Astra (Xhigh)OpenAI | 52.40 | $3803 | 10.00 | 50.00 | 61 jeton/s |
| Qwen3.5 9B (Reasoning)Alibaba | 11.20 | $329 | 0.14 | 0.20 | 61 jeton/s |
| MiniMax-M2.5MiniMax | 22.80 | - | 0.30 | 1.20 | 60 jeton/s |
| Claude Opus 4.8 (Max)Anthropic | 41.80 | $6874 | 5.00 | 25.00 | 60 jeton/s |
| Qwen3 32B (Non-reasoning)Alibaba | 7.30 | - | 0.15 | 0.60 | 60 jeton/s |
| Qwen3.5 397B A17B (Non-reasoning)Alibaba | 21.40 | - | 0.60 | 3.60 | 60 jeton/s |
| Grok 3 mini Reasoning (High)SpaceXAI | 14.60 | - | 0.30 | 0.50 | 59 jeton/s |
| Qwen3.5 397B A17B (Reasoning)Alibaba | 18.40 | $941 | 0.60 | 3.60 | 59 jeton/s |
| GPT-6.1 Sol (Max)OpenAIMeilleur rapport qualité-prix | 51.80 | $1082 | 2.00 | 10.00 | 59 jeton/s |
| MiniMax-M2.1MiniMax | 20.90 | - | 0.30 | 1.20 | 58 jeton/s |
| Claude Fable 5.1 (High, Default Fallback)Anthropic | 51.20 | $5242 | 10.00 | 50.00 | 58 jeton/s |
| DeepSeek V4 Flash 0420 (Max)DeepSeek | 24.20 | $149 | 0.11 | 0.23 | 58 jeton/s |
| Kimi K3.1 ProKimiMeilleur rapport qualité-prix | 55.10 | $3117 | 2.00 | 10.00 | 58 jeton/s |
| Qwen3.6 27B (Non-reasoning)Alibaba | 19.80 | - | 0.60 | 3.60 | 58 jeton/s |
| Claude Fable 5.1 (Low, Default Fallback)Anthropic | 46.80 | $3158 | 10.00 | 50.00 | 57 jeton/s |
| Qwen3.6 27B (Reasoning)Alibaba | 21.40 | $1145 | 0.60 | 3.60 | 57 jeton/s |
| Qwen3.7 PlusAlibaba | 25.20 | $428 | 0.40 | 1.60 | 57 jeton/s |
| MiMo-V2.6-ProXiaomiMeilleur rapport qualité-prix | 46.30 | $207 | 0.43 | 0.87 | 57 jeton/s |
| GPT-6 Astra (High)OpenAI | 50.90 | $2925 | 10.00 | 50.00 | 57 jeton/s |
| Claude Sonnet 4.6 (Max)Anthropic | 30.10 | $4925 | 3.00 | 15.00 | 56 jeton/s |
| MiMo-V2.6-FlashXiaomiMeilleur rapport qualité-prix | 37.90 | $110 | 0.14 | 0.28 | 56 jeton/s |
| Qwen3.6 PlusAlibaba | 27.00 | - | 0.50 | 3.00 | 56 jeton/s |
| MiMo-V2.5Xiaomi | 21.80 | $61.9 | 0.13 | 0.27 | 55 jeton/s |
| Claude Fable 5.1 (Medium, Default Fallback)Anthropic | 48.90 | $3983 | 10.00 | 50.00 | 55 jeton/s |
| Gemma 4 31B (Non-reasoning)Google | 13.90 | - | 0.17 | 0.40 | 54 jeton/s |
| MiniMax-M2.7MiniMax | 22.80 | - | 0.30 | 1.20 | 54 jeton/s |
| Granite 4.2 8BIBM | 11.10 | $53.1 | 0.06 | 0.25 | 54 jeton/s |
| Claude Opus 5 (High)Anthropic | 48.10 | $4332 | 5.00 | 25.00 | 54 jeton/s |
| DeepSeek V3 (Dec '24)DeepSeek | 8.50 | $25.4 | 0.32 | 0.89 | 54 jeton/s |
| Claude Opus 4.5 (Reasoning)Anthropic | 29.10 | - | 5.00 | 25.00 | 54 jeton/s |
| Claude Opus 5 (Low)Anthropic | 39.40 | $1561 | 5.00 | 25.00 | 53 jeton/s |
| Kimi K2.5 (Non-reasoning)Kimi | 19.40 | - | 0.60 | 3.00 | 53 jeton/s |
| GPT-6 Astra (Low)OpenAI | 45.80 | $1537 | 10.00 | 50.00 | 53 jeton/s |
| Claude Opus 4.7 (Max)Anthropic | 40.70 | - | 5.00 | 25.00 | 53 jeton/s |
| GPT-6.1 Sol (Xhigh)OpenAIMeilleur rapport qualité-prix | 51.00 | $662 | 2.00 | 10.00 | 52 jeton/s |
| GPT-6 Astra (Medium)OpenAI | 49.60 | $2434 | 10.00 | 50.00 | 52 jeton/s |
| Claude Opus 5 (Xhigh)Anthropic | 49.70 | $5868 | 5.00 | 25.00 | 52 jeton/s |
| GPT-6.1 Sol (High)OpenAIMeilleur rapport qualité-prix | 50.20 | $521 | 2.00 | 10.00 | 52 jeton/s |
| Claude Opus 5 (Max)Anthropic | 50.80 | $7275 | 5.00 | 25.00 | 52 jeton/s |
| MiMo-V2.5-Pro (Reasoning)Xiaomi | 26.00 | $231 | 0.41 | 1.02 | 52 jeton/s |
| Qwen3.8-Flash-NextAlibaba | 39.80 | $363 | 0.15 | 0.47 | 52 jeton/s |
| Claude Opus 5 (Medium)Anthropic | 44.80 | $2732 | 5.00 | 25.00 | 52 jeton/s |
| Granite 4.2 3BIBM | 9.10 | $14.9 | 0.03 | 0.12 | 51 jeton/s |
| Llama 4 MaverickMeta | 9.30 | $44.0 | 0.25 | 0.92 | 51 jeton/s |
| MiMo-V2.5-Pro (Non-reasoning)Xiaomi | 18.30 | - | 0.39 | 1.17 | 51 jeton/s |
| GPT-6.1 Sol (Low)OpenAI | 42.10 | $250 | 2.00 | 10.00 | 51 jeton/s |
| GPT-6.1 Sol (Medium)OpenAIMeilleur rapport qualité-prix | 47.80 | $361 | 2.00 | 10.00 | 50 jeton/s |
| Kimi K2 0905Kimi | 15.30 | - | 0.60 | 2.50 | 50 jeton/s |
| Granite 4.2 30BIBM | 12.70 | $111 | 0.16 | 0.65 | 49 jeton/s |
| Qwen3.8 27B (Low)Alibaba | 26.20 | $1060 | 0.50 | 3.00 | 49 jeton/s |
| Kimi K2Kimi | 12.70 | - | 0.57 | 2.30 | 49 jeton/s |
| Qwen3.8 27B (Non-reasoning)Alibaba | 20.20 | $2022 | 0.50 | 3.00 | 48 jeton/s |
| Claude 4.5 Sonnet (Reasoning)Anthropic | 20.70 | $1501 | 3.00 | 15.00 | 48 jeton/s |
| Claude Opus 4.5 (Non-reasoning)Anthropic | 23.70 | - | 5.00 | 25.00 | 48 jeton/s |
| Qwen3.8 27B (Medium)Alibaba | 27.60 | $1165 | 0.50 | 3.00 | 48 jeton/s |
| Claude Opus 4.7 (Non-reasoning, High)Anthropic | 30.90 | - | 5.00 | 25.00 | 47 jeton/s |
| Kimi K3 (Low)Kimi | 30.10 | $1190 | 3.00 | 15.00 | 47 jeton/s |
| Claude Sonnet 4.6 (Non-reasoning, Low)Anthropic | 23.30 | - | 3.00 | 15.00 | 47 jeton/s |
| Gemma 4 E4B (Non-reasoning)Google | 7.50 | - | 0.02 | 0.10 | 47 jeton/s |
| Kimi K3 (Max)Kimi | 43.60 | $3658 | 3.00 | 15.00 | 47 jeton/s |
| Mistral Small 3.1Mistral | 7.10 | $27.8 | 0.08 | 0.14 | 46 jeton/s |
| Claude 4.5 Sonnet (Non-reasoning)Anthropic | 19.30 | - | 3.00 | 15.00 | 46 jeton/s |
| Mistral Medium 3Mistral | 9.00 | - | 0.40 | 2.00 | 46 jeton/s |
| Mistral Small 3Mistral | 6.70 | - | 0.05 | 0.08 | 46 jeton/s |
| Claude Sonnet 4.6 (Non-reasoning, High)Anthropic | 24.70 | - | 3.00 | 15.00 | 46 jeton/s |
| Gemma 4 E4B (Reasoning)Google | 8.90 | $14.7 | 0.02 | 0.10 | 45 jeton/s |
| Phi-4 Mini InstructMicrosoft | 6.30 | - | 0.07 | 0.30 | 45 jeton/s |
| Claude Opus 4.6 (Max)Anthropic | 31.90 | - | 5.00 | 25.00 | 44 jeton/s |
| Qwen3.8 27B (Xhigh)Alibaba | 33.70 | $1336 | 0.50 | 3.00 | 44 jeton/s |
| Qwen3 235B A22B 2507 InstructAlibaba | 12.00 | - | 0.21 | 0.84 | 44 jeton/s |
| Hermes 4 - Llama-3.1 405B (Non-reasoning)Nous Research | 7.40 | - | 1.00 | 3.00 | 44 jeton/s |
| Hermes 4 - Llama-3.1 405B (Reasoning)Nous Research | 7.50 | - | 1.00 | 3.00 | 43 jeton/s |
| Mistral Small 3.2Mistral | 7.00 | $122 | 0.07 | 0.20 | 43 jeton/s |
| Qwen3 VL 235B A22B InstructAlibaba | 9.90 | - | 0.21 | 1.39 | 42 jeton/s |
| Qwen3.8 2.4T A95BAlibaba | 39.90 | $2632 | 2.00 | 6.00 | 41 jeton/s |
| Qwen3.8 MaxAlibaba | 40.20 | $3172 | 2.00 | 6.00 | 40 jeton/s |
| Llama 3.1 Instruct 70BMeta | 6.60 | - | 0.56 | 0.56 | 40 jeton/s |
| Qwen3.8 Max (0902)Alibaba | 45.40 | $4935 | 2.00 | 6.00 | 40 jeton/s |
| Phi-4Microsoft | 5.90 | - | 0.13 | 0.50 | 39 jeton/s |
| Seed-OSS-36B-InstructByteDance Seed | 12.10 | - | 0.21 | 0.57 | 39 jeton/s |
| Claude Opus 4.6 (Non-reasoning, High)Anthropic | 26.40 | - | 5.00 | 25.00 | 38 jeton/s |
| GLM-4.7 (Non-reasoning)Z AI | 17.40 | - | 0.53 | 2.10 | 37 jeton/s |
| GLM-4.7 (Reasoning)Z AI | 22.20 | - | 0.53 | 2.10 | 36 jeton/s |
| GLM-4.6 (Non-reasoning)Z AI | 14.90 | - | 0.57 | 2.20 | 35 jeton/s |
| Command ACohere | 7.00 | - | 2.50 | 10.00 | 34 jeton/s |
| GLM-4.6 (Reasoning)Z AI | 18.50 | - | 0.55 | 2.20 | 33 jeton/s |
| DeepSeek R1 0528 (May '25)DeepSeek | 13.10 | - | 1.85 | 2.75 | 33 jeton/s |
| GPT-4 TurboOpenAI | 7.00 | - | 10.00 | 30.00 | 33 jeton/s |
| Hermes 3 - Llama-3.1 70BNous Research | 6.00 | - | 0.70 | 0.70 | 32 jeton/s |
| Qwen3 VL 30B A3B InstructAlibaba | 7.90 | - | 0.35 | 0.60 | 28 jeton/s |
| Qwen3 32B (Reasoning)Alibaba | 7.20 | - | 0.24 | 0.54 | 28 jeton/s |
| Granite 3.3 8B (Non-reasoning)IBM | 4.90 | - | 0.03 | 0.25 | 27 jeton/s |
| Qwen2.5 Instruct 72BAlibaba | 7.70 | - | 0.47 | 0.49 | 26 jeton/s |
| Mixtral 8x7B InstructMistral | 5.10 | - | 0.45 | 0.70 | 25 jeton/s |
| Llama 3.2 Instruct 11B (Vision)Meta | 5.40 | - | 0.34 | 0.34 | 25 jeton/s |
| Qwen3.5 4B (Reasoning)Alibaba | 13.10 | - | 0.03 | 0.15 | 19 jeton/s |
| Qwen3.5 4B (Non-reasoning)Alibaba | 10.80 | - | 0.03 | 0.15 | 14 jeton/s |
| Ling-flash-2.0InclusionAI | 7.80 | - | 0.14 | 0.57 | 5 jeton/s |
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.