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.
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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 | 1530 jeton/s |
| Mercury 2.5Inception | 12.30 | $218 | 0.25 | 0.75 | 767 jeton/s |
| Mercury 2Inception | 10.80 | $105 | 0.25 | 0.75 | 443 jeton/s |
| Nemotron 3.5 Super VLNVIDIA | 26.50 | $286 | 0.23 | 0.57 | 433 jeton/s |
| Gemini 3.5 Flash-LiteGoogle | 22.20 | $366 | 0.30 | 2.50 | 430 jeton/s |
| Gemini 3.1 Flash-LiteGoogle | 15.60 | $156 | 0.25 | 1.50 | 390 jeton/s |
| Trinity Large ThinkingArcee AI | 10.80 | $233 | 0.25 | 0.80 | 357 jeton/s |
| Gemini 2.5 Flash-Lite (Reasoning)Google | 8.50 | - | 0.10 | 0.40 | 354 jeton/s |
| DeepSeek V4.1 Flash (Non-reasoning)DeepSeek | 24.70 | $239 | 0.30 | 1.20 | 329 jeton/s |
| Beam 1.0Reflection | 30.30 | $319 | 0.40 | 1.20 | 327 jeton/s |
| Muse Spark 1.1 (Xhigh)Meta | 33.70 | $1737 | 1.25 | 4.25 | 322 jeton/s |
| Ling 3.0 FlashInclusionAI | 20.10 | - | 0.07 | 0.22 | 306 jeton/s |
| Gemini 2.5 Flash-Lite (Non-reasoning)Google | 6.70 | - | 0.10 | 0.40 | 295 jeton/s |
| Nemotron 3.5 LightningNVIDIA | 12.90 | $92.8 | 0.06 | 0.20 | 293 jeton/s |
| Muse Spark 1.2 (Xhigh)Meta | 39.60 | $1385 | 1.25 | 4.25 | 288 jeton/s |
| Muse Spark 1.3 (Xhigh)Meta | 45.10 | $1655 | 1.25 | 4.25 | 285 jeton/s |
| Nova MicroAmazon | 5.90 | - | 0.04 | 0.14 | 277 jeton/s |
| gpt-oss-120b (Low)OpenAI | 10.20 | - | 0.13 | 0.59 | 261 jeton/s |
| NVIDIA Nemotron 3 Nano 30B A3B (Non-reasoning)NVIDIA | 6.80 | - | 0.05 | 0.20 | 260 jeton/s |
| Qwen3.5 Omni FlashAlibaba | 12.50 | - | 0.10 | 0.80 | 236 jeton/s |
| Claude Haiku 5.5 (Max)Anthropic | 43.40 | $330 | 0.10 | 0.50 | 236 jeton/s |
| GPT-5.4 mini (Xhigh)OpenAI | 24.10 | $1524 | 0.75 | 4.50 | 235 jeton/s |
| Nemotron 3 Nano Omni 30B A3B ReasoningNVIDIA | 10.30 | - | 0.40 | 1.36 | 235 jeton/s |
| NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)NVIDIA | 8.90 | $63.7 | 0.05 | 0.20 | 230 jeton/s |
| GPT-4.1 nanoOpenAI | 7.80 | - | 0.10 | 0.40 | 228 jeton/s |
| Qwen3 Coder 30B A3B InstructAlibaba | 9.60 | - | 0.19 | 0.77 | 227 jeton/s |
| Gemini 2.5 Flash (Reasoning)Google | 13.10 | - | 0.30 | 2.50 | 224 jeton/s |
| Gemini 3.5 Flash (High)Google | 32.60 | $4222 | 1.50 | 9.00 | 223 jeton/s |
| Gemini 3.5 Flash (Medium)Google | 33.60 | - | 1.50 | 9.00 | 223 jeton/s |
| Inkling SmallThinking Machines | 25.70 | $241 | 0.30 | 1.20 | 222 jeton/s |
| Gemini 3 Flash Preview (Reasoning)Google | 26.30 | - | 0.50 | 3.00 | 221 jeton/s |
| Ling 3.1 FlashInclusionAI | 41.10 | $995 | 0.30 | 0.90 | 221 jeton/s |
| gpt-oss-120b (High)OpenAI | 11.60 | $123 | 0.15 | 0.60 | 219 jeton/s |
| Gemini 3.6 Flash (High)Google | 34.00 | $1614 | 0.75 | 3.75 | 219 jeton/s |
| Step 5 PreviewStepFun | 43.70 | $1190 | 1.00 | 2.70 | 217 jeton/s |
| o3-mini (High)OpenAI | 11.00 | - | 1.10 | 4.40 | 216 jeton/s |
| Gemini 3 Flash Preview (Non-reasoning)Google | 17.90 | - | 0.50 | 3.00 | 213 jeton/s |
| DeepSeek V4.1 Flash (Max)DeepSeek | 39.50 | $600 | 0.30 | 1.20 | 209 jeton/s |
| Ministral 3 3BMistral | 4.80 | $12.2 | 0.10 | 0.10 | 207 jeton/s |
| DeepSeek V4.1 Flash 1017 (Max)DeepSeek | 45.10 | $445 | 0.30 | 1.20 | 204 jeton/s |
| NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)NVIDIA | 5.80 | - | 0.20 | 0.60 | 203 jeton/s |
| Gemini 2.5 Flash (Non-reasoning)Google | 9.90 | - | 0.30 | 2.50 | 203 jeton/s |
| Qwen3.7 MaxAlibaba | 29.50 | $2277 | 2.50 | 7.50 | 201 jeton/s |
| Step 3.7 FlashStepFun | 19.50 | - | 0.20 | 1.15 | 201 jeton/s |
| gpt-oss-20b (Low)OpenAI | 10.00 | - | 0.07 | 0.28 | 200 jeton/s |
| GPT-5.4 mini (Medium)OpenAI | 19.70 | - | 0.75 | 4.50 | 200 jeton/s |
| Sarvam 105B (High)Sarvam | 8.80 | - | 0.04 | 0.17 | 199 jeton/s |
| DeepSeek V4 Flash Vision (Max)DeepSeek | 34.80 | $1081 | 0.44 | 1.32 | 199 jeton/s |
| Gemini 3.5 Flash (Minimal)Google | 23.80 | - | 1.50 | 9.00 | 196 jeton/s |
| Claude Haiku 5.5 (Xhigh)AnthropicMeilleur rapport qualité-prix | 41.20 | $158 | 0.10 | 0.50 | 190 jeton/s |
| o3-miniOpenAI | 12.50 | - | 1.10 | 4.40 | 188 jeton/s |
| Nova 2.0 Lite (Medium)Amazon | 12.50 | - | 0.30 | 2.50 | 186 jeton/s |
| Quasar 438B (Max, Based on GLM-5.2)Multiverse Computing | 26.70 | - | 0.11 | 0.33 | 185 jeton/s |
| Mistral Small 4 (Reasoning)Mistral | 11.30 | $42.5 | 0.15 | 0.60 | 185 jeton/s |
| Qwen3 Next 80B A3B (Reasoning)Alibaba | 11.20 | - | 0.15 | 1.20 | 183 jeton/s |
| Claude Haiku 5.5 (High)AnthropicMeilleur rapport qualité-prix | 37.80 | $94.1 | 0.10 | 0.50 | 182 jeton/s |
| Nova 2.0 Lite (High)Amazon | 13.40 | - | 0.30 | 2.50 | 182 jeton/s |
| GPT-4o (Nov '24)OpenAI | 8.40 | - | 2.50 | 10.00 | 182 jeton/s |
| GLM-5.2 (Non-reasoning)Z AI | 22.40 | - | 1.40 | 4.40 | 182 jeton/s |
| Nova 2.0 Lite (Non-reasoning)Amazon | 8.70 | - | 0.30 | 2.50 | 179 jeton/s |
| Claude Haiku 5.5 (Medium)AnthropicMeilleur rapport qualité-prix | 34.50 | $56.4 | 0.10 | 0.50 | 178 jeton/s |
| Nova 2.0 Lite (Low)Amazon | 11.80 | - | 0.30 | 2.50 | 178 jeton/s |
| Claude Haiku 5.5 (Low)Anthropic | 29.50 | $34.3 | 0.10 | 0.50 | 176 jeton/s |
| Inkling (Xhigh)Thinking Machines | 25.00 | - | 1.00 | 4.05 | 171 jeton/s |
| Nova LiteAmazon | 6.70 | - | 0.06 | 0.24 | 169 jeton/s |
| GPT-5.1 Codex mini (High)OpenAI | 20.40 | - | 0.25 | 2.00 | 169 jeton/s |
| GPT-5 Codex (High)OpenAI | 24.90 | - | 1.25 | 10.00 | 166 jeton/s |
| NVIDIA Nemotron Nano 9B V2 (Non-reasoning)NVIDIA | 6.80 | - | 0.05 | 0.20 | 166 jeton/s |
| Qwen3.5 35B A3B (Non-reasoning)Alibaba | 15.10 | - | 0.25 | 2.00 | 166 jeton/s |
| Mistral Small 4 (Non-reasoning)Mistral | 9.00 | - | 0.15 | 0.60 | 164 jeton/s |
| GPT-5.4 mini (Non-reasoning)OpenAI | 11.10 | - | 0.75 | 4.50 | 162 jeton/s |
| Muse Spark Open (Xhigh)Meta | 38.90 | $1185 | 1.25 | 4.25 | 162 jeton/s |
| GPT-5.4 nano (Xhigh)OpenAI | 20.70 | $331 | 0.20 | 1.25 | 161 jeton/s |
| GPT-5.4 nano (Non-reasoning)OpenAI | 11.70 | - | 0.20 | 1.25 | 161 jeton/s |
| GPT-4.1 miniOpenAI | 10.20 | - | 0.40 | 1.60 | 161 jeton/s |
| Mistral Medium 3.5Mistral | 14.20 | $1264 | 1.50 | 7.50 | 161 jeton/s |
| GPT-4.1OpenAI | 12.70 | - | 2.00 | 8.00 | 160 jeton/s |
| GPT-5.4 nano (Medium)OpenAI | 20.00 | - | 0.20 | 1.25 | 160 jeton/s |
| gpt-oss-20b (High)OpenAI | 9.00 | $36.3 | 0.07 | 0.25 | 159 jeton/s |
| Qwen3.6 35B A3B (Non-reasoning)Alibaba | 15.20 | - | 0.38 | 2.25 | 155 jeton/s |
| GPT-5.5 Instant (June 2026)OpenAI | 26.00 | $1184 | 5.00 | 30.00 | 155 jeton/s |
| Nemotron 3 Ultra 550B A55B (Reasoning)NVIDIA | 22.90 | $697 | 0.60 | 2.70 | 154 jeton/s |
| DeepSeek V4 Flash 0731 (Max)DeepSeek | 34.30 | $200 | 0.14 | 0.28 | 152 jeton/s |
| Muse Wonder (Max)Meta | 52.40 | $5787 | 4.00 | 20.00 | 149 jeton/s |
| Qwen3.5 35B A3B (Reasoning)Alibaba | 19.30 | - | 0.25 | 2.00 | 148 jeton/s |
| Step 3.5 FlashStepFun | 16.60 | - | 0.10 | 0.30 | 145 jeton/s |
| Qwen3.5 122B A10B (Non-reasoning)Alibaba | 17.70 | - | 0.40 | 3.20 | 145 jeton/s |
| DeepSeek R1 (Jan '25)DeepSeek | 11.40 | $461 | 2.00 | 4.00 | 145 jeton/s |
| Step 3.5 Flash 2603StepFun | 17.00 | - | 0.10 | 0.30 | 144 jeton/s |
| o4-mini (High)OpenAI | 16.70 | - | 1.10 | 4.40 | 144 jeton/s |
| Gemini 3.8 Flash (High)Google | 40.90 | $1623 | 0.75 | 3.75 | 142 jeton/s |
| Llama 3.1 Instruct 8BMeta | 6.90 | - | 0.04 | 0.07 | 141 jeton/s |
| Qwen3.6 35B A3B (Reasoning)Alibaba | 18.20 | $896 | 0.38 | 2.25 | 139 jeton/s |
| Solar Pro 3Upstage | 7.80 | $159 | 0.15 | 0.60 | 139 jeton/s |
| GPT-6 Luna (Max)OpenAIMeilleur rapport qualité-prix | 38.10 | $122 | 0.10 | 0.50 | 135 jeton/s |
| GPT-5 nano (High)OpenAI | 13.00 | - | 0.05 | 0.40 | 134 jeton/s |
| GPT-4o (May '24)OpenAI | 7.30 | - | 5.00 | 15.00 | 134 jeton/s |
| Claude Sonnet 5.5 (Max, Default Fallback)Anthropic | 56.00 | $7260 | 2.00 | 10.00 | 134 jeton/s |
| GPT-5 nano (Medium)OpenAI | 12.50 | - | 0.05 | 0.40 | 133 jeton/s |
| Gemini 3.1 Pro PreviewGoogle | 29.70 | $1935 | 2.00 | 12.00 | 132 jeton/s |
| Nemotron 3 Super 120B A12B (Reasoning)NVIDIA | 12.80 | $1319 | 0.30 | 0.90 | 132 jeton/s |
| Qwen3 30B A3B (Non-reasoning)Alibaba | 6.60 | - | 0.12 | 0.50 | 130 jeton/s |
| Qwen3.5 122B A10B (Reasoning)Alibaba | 15.60 | $661 | 0.40 | 3.20 | 130 jeton/s |
| GPT-5.6 Luna (Max)OpenAI | 37.30 | $320 | 0.20 | 1.20 | 129 jeton/s |
| Nova ProAmazon | 7.00 | - | 0.80 | 3.20 | 129 jeton/s |
| Muse Glimmer (High)Meta | 17.50 | $146 | 0.30 | 1.20 | 128 jeton/s |
| GPT-5.1 Codex (High)OpenAI | 23.70 | - | 1.25 | 10.00 | 127 jeton/s |
| GPT-5.6 Luna (High)OpenAI | 32.10 | $108 | 0.20 | 1.20 | 127 jeton/s |
| GPT-6 Luna (Xhigh)OpenAIMeilleur rapport qualité-prix | 34.60 | $66.8 | 0.10 | 0.50 | 126 jeton/s |
| GPT-5.6 Luna (Medium)OpenAI | 25.00 | $44.3 | 0.20 | 1.20 | 125 jeton/s |
| GPT-5.6 Luna (Xhigh)OpenAI | 34.60 | $179 | 0.20 | 1.20 | 125 jeton/s |
| GPT-4o (Aug '24)OpenAI | 7.70 | - | 2.50 | 10.00 | 125 jeton/s |
| GPT-5.6 Terra (Max)OpenAI | 42.10 | $2501 | 2.00 | 12.00 | 125 jeton/s |
| Nova 2.0 Pro Preview (Medium)Amazon | 14.20 | - | 1.25 | 10.00 | 125 jeton/s |
| Apertus 8B InstructSwiss AI Initiative | 4.80 | - | 0.10 | 0.20 | 125 jeton/s |
| GPT-5 nano (Minimal)OpenAI | 7.10 | - | 0.05 | 0.40 | 123 jeton/s |
| GPT-6 Luna (High)OpenAIMeilleur rapport qualité-prix | 32.90 | $47.9 | 0.10 | 0.50 | 123 jeton/s |
| GPT-5.6 Luna (Non-reasoning)OpenAI | 15.50 | $23.0 | 0.20 | 1.20 | 122 jeton/s |
| Kimi K2 ThinkingKimi | 22.00 | - | 0.60 | 2.50 | 122 jeton/s |
| DeepSeek V3.1 (Reasoning)DeepSeek | 13.50 | - | 0.58 | 1.68 | 121 jeton/s |
| GPT-5.6 Luna (Low)OpenAI | 21.00 | $27.0 | 0.20 | 1.20 | 121 jeton/s |
| Gemma 4 12B (Reasoning)Google | 14.20 | - | 0.10 | 0.30 | 121 jeton/s |
| Gemini 2.5 ProGoogle | 16.10 | $823 | 1.25 | 10.00 | 121 jeton/s |
| Solar Pro 4Upstage | 26.60 | $737 | 0.30 | 1.20 | 120 jeton/s |
| Gemma 4 12B (Non-reasoning)Google | 9.40 | - | 0.10 | 0.30 | 120 jeton/s |
| Nova 2.0 Pro Preview (Low)Amazon | 12.80 | - | 1.25 | 10.00 | 119 jeton/s |
| Ring-2.6-1TInclusionAI | 16.60 | $576 | 0.30 | 2.50 | 118 jeton/s |
| GPT-6 Luna (Low)OpenAIMeilleur rapport qualité-prix | 21.50 | $10.6 | 0.10 | 0.50 | 117 jeton/s |
| Qwen3 30B A3B (Reasoning)Alibaba | 7.60 | - | 0.14 | 0.55 | 116 jeton/s |
| GPT-5 mini (High)OpenAI | 16.80 | $189 | 0.25 | 2.00 | 115 jeton/s |
| GPT-5.6 Terra (Non-reasoning)OpenAI | 20.80 | $256 | 2.00 | 12.00 | 114 jeton/s |
| Muse Spark 1.3 (Max)Meta | 48.10 | $2000 | 1.25 | 4.25 | 114 jeton/s |
| Grok 4.20 0309 v2 (Reasoning)SpaceXAI | 25.70 | - | 1.25 | 2.50 | 114 jeton/s |
| GPT-6 Luna (Non-reasoning)OpenAI | 18.50 | $19.2 | 0.10 | 0.50 | 113 jeton/s |
| Qwen3 Next 80B A3B InstructAlibaba | 9.60 | - | 0.13 | 1.15 | 110 jeton/s |
| Ministral 3 8BMistral | 5.50 | $27.5 | 0.15 | 0.15 | 110 jeton/s |
| Qwen3.5 Omni PlusAlibaba | 20.40 | - | 0.40 | 4.80 | 110 jeton/s |
| GPT-5 mini (Minimal)OpenAI | 9.90 | - | 0.25 | 2.00 | 109 jeton/s |
| Claude Sonnet 5.5 (Xhigh, Default Fallback)Anthropic | 51.90 | $2177 | 2.00 | 10.00 | 109 jeton/s |
| GPT-5.6 Terra (Medium)OpenAI | 30.10 | $447 | 2.00 | 12.00 | 109 jeton/s |
| Grok 4.3 (Medium)SpaceXAI | 24.80 | - | 1.25 | 2.50 | 109 jeton/s |
| Nova 2.0 Pro Preview (Non-reasoning)Amazon | 10.00 | - | 1.25 | 10.00 | 109 jeton/s |
| o3OpenAI | 20.20 | - | 2.00 | 8.00 | 108 jeton/s |
| Agnes 2.5 Pro BetaSapiens AI | 35.20 | - | 0.10 | 0.30 | 108 jeton/s |
| GPT-5.6 Terra (Low)OpenAI | 27.50 | $350 | 2.00 | 12.00 | 108 jeton/s |
| GPT-5.6 Terra (Xhigh)OpenAI | 38.00 | $1187 | 2.00 | 12.00 | 108 jeton/s |
| GPT-5 mini (Medium)OpenAI | 20.60 | - | 0.25 | 2.00 | 107 jeton/s |
| Claude Sonnet 5.5 (High, Default Fallback)Anthropic | 46.80 | $1027 | 2.00 | 10.00 | 106 jeton/s |
| Claude Sonnet 5.5 (Medium, Default Fallback)Anthropic | 40.80 | $622 | 2.00 | 10.00 | 106 jeton/s |
| GPT-4o miniOpenAI | 6.70 | - | 0.15 | 0.60 | 105 jeton/s |
| Claude Sonnet 5.5 (Low, Default Fallback)Anthropic | 35.90 | $482 | 2.00 | 10.00 | 105 jeton/s |
| Solar Mini 4Upstage | 24.10 | $502 | 0.10 | 0.40 | 104 jeton/s |
| GPT-5.6 Terra (High)OpenAI | 34.20 | $768 | 2.00 | 12.00 | 103 jeton/s |
| Grok 4.3 (High)SpaceXAI | 24.90 | $363 | 1.25 | 2.50 | 103 jeton/s |
| GPT-5.1 (High)OpenAI | 24.70 | - | 1.25 | 10.00 | 103 jeton/s |
| Llama 4 ScoutMeta | 6.50 | $73.6 | 0.18 | 0.66 | 103 jeton/s |
| Qwen3 Omni 30B A3B (Reasoning)Alibaba | 7.80 | - | 0.25 | 0.97 | 103 jeton/s |
| Grok 4.20 0309 v2 (Non-reasoning)SpaceXAI | 14.20 | - | 1.25 | 2.50 | 102 jeton/s |
| GPT-6 Sol (Max)OpenAI | 47.60 | $1536 | 2.00 | 10.00 | 102 jeton/s |
| NVIDIA Nemotron Nano 9B V2 (Reasoning)NVIDIA | 7.40 | - | 0.04 | 0.16 | 100 jeton/s |
| DeepSeek V4 Pro 0424 (Max)DeepSeek | 30.40 | $277 | 0.43 | 0.87 | 100 jeton/s |
| GPT-5.1 (Non-reasoning)OpenAI | 13.30 | - | 1.25 | 10.00 | 100 jeton/s |
| Granite 4.2 3BIBM | 9.10 | $14.9 | 0.03 | 0.12 | 99 jeton/s |
| GLM-4.7-Flash (Non-reasoning)Z AI | 10.60 | - | 0.07 | 0.40 | 99 jeton/s |
| DeepSeek V3 0324DeepSeek | 9.70 | $19.9 | 0.24 | 0.90 | 99 jeton/s |
| GPT-6 Sol (Xhigh)OpenAI | 44.20 | $855 | 2.00 | 10.00 | 98 jeton/s |
| DeepSeek V3.1 (Non-reasoning)DeepSeek | 13.70 | - | 0.56 | 1.68 | 97 jeton/s |
| Grok 4.7 (Xhigh)SpaceXAI | 46.40 | $4967 | 2.00 | 6.00 | 97 jeton/s |
| GPT-5.4 (Xhigh)OpenAI | 39.00 | - | 2.50 | 15.00 | 96 jeton/s |
| Qwen3 Omni 30B A3B InstructAlibaba | 6.00 | - | 0.25 | 0.97 | 96 jeton/s |
| GPT-6 Sol (High)OpenAI | 42.40 | $605 | 2.00 | 10.00 | 96 jeton/s |
| DeepSeek V4 Pro 0813 (Non-reasoning)DeepSeek | 20.40 | $451 | 1.32 | 3.96 | 96 jeton/s |
| Claude Opus 5.5 (Max, Default Fallback)AnthropicMeilleur rapport qualité-prix | 57.60 | $8708 | 4.00 | 20.00 | 96 jeton/s |
| MiniMax-M3.1-FlashMiniMax | 42.70 | $283 | 0.15 | 0.60 | 96 jeton/s |
| Claude 4.5 Haiku (Reasoning)Anthropic | 16.90 | $594 | 1.00 | 5.00 | 95 jeton/s |
| GPT-6 Sol (Non-reasoning)OpenAI | 28.50 | $449 | 2.00 | 10.00 | 94 jeton/s |
| GPT-5 (High)OpenAI | 23.00 | - | 1.25 | 10.00 | 94 jeton/s |
| Gemma 4 26B A4B (Non-reasoning)Google | 13.10 | - | 0.12 | 0.40 | 94 jeton/s |
| DeepSeek V4 Pro 0424 (High)DeepSeek | 30.10 | - | 0.43 | 0.87 | 93 jeton/s |
| GPT-5 (Medium)OpenAI | 22.90 | - | 1.25 | 10.00 | 93 jeton/s |
| Grok 4.7 (High)SpaceXAI | 46.30 | $3881 | 2.00 | 6.00 | 92 jeton/s |
| Granite 4.2 8BIBM | 11.10 | $53.1 | 0.06 | 0.25 | 92 jeton/s |
| Grok 3SpaceXAI | 12.10 | - | 3.00 | 15.00 | 92 jeton/s |
| GPT-6 Sol (Low)OpenAI | 34.20 | $269 | 2.00 | 10.00 | 92 jeton/s |
| GPT-5 (Minimal)OpenAI | 11.40 | - | 1.25 | 10.00 | 92 jeton/s |
| DeepSeek V4 Pro 0813 (Max)DeepSeek | 36.00 | $1122 | 1.32 | 3.96 | 92 jeton/s |
| GPT-6 Luna (Medium)OpenAIMeilleur rapport qualité-prix | 29.90 | $31.2 | 0.10 | 0.50 | 92 jeton/s |
| Llama 3.3 Instruct 70BMeta | 7.70 | - | 0.71 | 0.72 | 91 jeton/s |
| Qwen3 Coder 480B A35B InstructAlibaba | 11.90 | - | 0.30 | 1.80 | 91 jeton/s |
| GLM-5.3 (Low)Z AI | 34.30 | $1013 | 1.40 | 4.40 | 89 jeton/s |
| MiniMax-M2MiniMax | 18.60 | - | 0.30 | 1.20 | 89 jeton/s |
| DeepSeek V4 Pro 0424 (Non-reasoning)DeepSeek | 20.80 | - | 0.43 | 0.87 | 89 jeton/s |
| GLM-5.2 (Max)Z AI | 33.70 | $2097 | 1.40 | 4.40 | 89 jeton/s |
| Qwen3 235B A22B 2507 (Reasoning)Alibaba | 12.70 | - | 0.23 | 2.30 | 89 jeton/s |
| MiniMax M1 80kMiniMax | 11.70 | - | 0.55 | 2.20 | 88 jeton/s |
| Reka Flash 3Reka AI | 5.60 | - | 0.20 | 0.80 | 88 jeton/s |
| MiniMax-M3MiniMax | 29.20 | $538 | 0.30 | 1.20 | 87 jeton/s |
| Grok 4.3 (Low)SpaceXAI | 24.30 | - | 1.25 | 2.50 | 87 jeton/s |
| Mistral Large 4 PreviewMistral | 38.40 | $1608 | 1.36 | 4.18 | 87 jeton/s |
| Claude 4.5 Haiku (Non-reasoning)Anthropic | 15.40 | - | 1.00 | 5.00 | 87 jeton/s |
| Magistral Small 1.2Mistral | 8.60 | - | 0.50 | 1.50 | 85 jeton/s |
| Grok 4.6 (Medium)SpaceXAI | 42.80 | $1557 | 2.00 | 6.00 | 85 jeton/s |
| Qwen3 30B A3B 2507 InstructAlibaba | 7.50 | - | 0.10 | 0.30 | 85 jeton/s |
| GPT-5.2 Codex (Xhigh)OpenAI | 28.50 | - | 1.75 | 14.00 | 85 jeton/s |
| GLM-4.7-Flash (Reasoning)Z AI | 14.90 | - | 0.07 | 0.40 | 85 jeton/s |
| Claude Opus 5.5 (Xhigh, Default Fallback)AnthropicMeilleur rapport qualité-prix | 56.00 | $4057 | 4.00 | 20.00 | 85 jeton/s |
| Ministral 3 14BMistral | 6.00 | $37.6 | 0.20 | 0.20 | 84 jeton/s |
| Hy3Tencent | 25.30 | $150 | 0.14 | 0.56 | 84 jeton/s |
| GPT-5.6 Sol (Xhigh)OpenAI | 44.00 | $2082 | 4.00 | 20.00 | 84 jeton/s |
| Grok 4.3 (Non-reasoning)SpaceXAI | 14.00 | $250 | 1.25 | 2.50 | 84 jeton/s |
| Qwen3.5 27B (Non-reasoning)Alibaba | 19.40 | - | 0.30 | 2.40 | 84 jeton/s |
| GPT-5.5 (Xhigh)OpenAI | 38.40 | $5294 | 5.00 | 30.00 | 83 jeton/s |
| Claude Sonnet 5 (Max)Anthropic | 38.20 | $6998 | 2.00 | 10.00 | 83 jeton/s |
| Grok Build 0.1 0616SpaceXAI | 27.20 | - | 1.00 | 2.00 | 83 jeton/s |
| GPT-5.3 Codex (Xhigh)OpenAI | 32.50 | - | 1.75 | 14.00 | 83 jeton/s |
| Grok 4.6 (Xhigh)SpaceXAI | 44.20 | $2242 | 2.00 | 6.00 | 82 jeton/s |
| GPT-5.6 Sol (Low)OpenAI | 33.50 | $637 | 4.00 | 20.00 | 82 jeton/s |
| Gemini 4 Argon (High)Google | 52.60 | $2407 | 2.00 | 10.00 | 82 jeton/s |
| Claude Opus 5.5 (Medium, Default Fallback)Anthropic | 51.20 | $1627 | 4.00 | 20.00 | 81 jeton/s |
| GPT-5.6 Sol (Non-reasoning)OpenAI | 28.30 | - | 4.00 | 20.00 | 81 jeton/s |
| Claude Opus 5.5 (Low, Default Fallback)Anthropic | 42.30 | $860 | 4.00 | 20.00 | 81 jeton/s |
| GPT-5.6 Sol (Max)OpenAI | 47.00 | $3465 | 4.00 | 20.00 | 81 jeton/s |
| GPT-5.5 (High)OpenAI | 37.00 | $3411 | 5.00 | 30.00 | 81 jeton/s |
| Grok 4.6 (High)SpaceXAI | 44.30 | $1963 | 2.00 | 6.00 | 80 jeton/s |
| Qwen3 Coder NextAlibaba | 9.20 | $405 | 0.31 | 1.00 | 80 jeton/s |
| GLM-4.6V (Reasoning)Z AI | 11.20 | - | 0.30 | 0.90 | 80 jeton/s |
| GPT-5.6 Sol (Medium)OpenAI | 39.20 | $997 | 4.00 | 20.00 | 80 jeton/s |
| Mistral Large 3Mistral | 9.30 | $46.4 | 0.50 | 1.50 | 79 jeton/s |
| GLM-4.5-AirZ AI | 11.10 | - | 0.17 | 0.98 | 79 jeton/s |
| Grok 4.6 (Low)SpaceXAI | 35.10 | $614 | 2.00 | 6.00 | 79 jeton/s |
| Qwen3.5 9B (Non-reasoning)Alibaba | 13.30 | - | 0.17 | 0.25 | 79 jeton/s |
| GPT-5.6 Sol (High)OpenAI | 42.30 | $1487 | 4.00 | 20.00 | 79 jeton/s |
| Gemma 4 26B A4B (Reasoning)Google | 16.70 | - | 0.10 | 0.34 | 79 jeton/s |
| Grok 4.7 (Low)SpaceXAI | 42.20 | $1631 | 2.00 | 6.00 | 78 jeton/s |
| Grok 4SpaceXAI | 22.50 | - | 3.00 | 15.00 | 78 jeton/s |
| GLM-5.3 (Max)Z AI | 44.80 | $2503 | 1.40 | 4.40 | 78 jeton/s |
| Claude Opus 5.5 (High, Default Fallback)AnthropicMeilleur rapport qualité-prix | 53.60 | $2172 | 4.00 | 20.00 | 78 jeton/s |
| GPT-5.5 (Low)OpenAI | 30.70 | - | 5.00 | 30.00 | 78 jeton/s |
| GLM-4.6V (Non-reasoning)Z AI | 8.40 | - | 0.30 | 0.90 | 77 jeton/s |
| Qwen3.5 27B (Reasoning)Alibaba | 22.90 | - | 0.30 | 2.40 | 77 jeton/s |
| LongCat 2.0LongCat | 19.10 | $545 | 0.75 | 2.95 | 76 jeton/s |
| Qwen3 32B (Non-reasoning)Alibaba | 7.30 | - | 0.15 | 0.60 | 76 jeton/s |
| GPT-5.5 (Medium)OpenAI | 33.80 | $2095 | 5.00 | 30.00 | 75 jeton/s |
| Granite 4.2 30BIBM | 12.70 | $111 | 0.16 | 0.65 | 75 jeton/s |
| GPT-5.5 (Non-reasoning)OpenAI | 23.20 | - | 5.00 | 30.00 | 74 jeton/s |
| Qwen3 14B (Non-reasoning)Alibaba | 6.70 | - | 0.12 | 0.24 | 73 jeton/s |
| GPT-5 (Low)OpenAI | 20.80 | - | 1.25 | 10.00 | 73 jeton/s |
| Claude Sonnet 5 (Xhigh)Anthropic | 34.40 | $3255 | 2.00 | 10.00 | 73 jeton/s |
| Qwen3 14B (Reasoning)Alibaba | 6.40 | - | 0.12 | 0.24 | 73 jeton/s |
| Claude Sonnet 5 (Low)Anthropic | 24.30 | $653 | 2.00 | 10.00 | 73 jeton/s |
| Grok 4.5 (High)SpaceXAI | 38.80 | $1244 | 2.00 | 6.00 | 73 jeton/s |
| GPT-5.2 (Xhigh)OpenAI | 30.40 | - | 1.75 | 14.00 | 72 jeton/s |
| Claude Sonnet 5 (High)Anthropic | 31.70 | $2086 | 2.00 | 10.00 | 72 jeton/s |
| Claude Sonnet 5 (Medium)Anthropic | 28.10 | $1218 | 2.00 | 10.00 | 72 jeton/s |
| GPT-5.4 (Low)OpenAI | 27.60 | - | 2.50 | 15.00 | 71 jeton/s |
| GPT-5.4 (Non-reasoning)OpenAI | 18.20 | - | 2.50 | 15.00 | 71 jeton/s |
| MiniMax-M2.5MiniMax | 22.80 | - | 0.30 | 1.20 | 70 jeton/s |
| Claude Fable 5 (Max, Opus 4.8 Fallback)Anthropic | 49.60 | $11161 | 10.00 | 50.00 | 70 jeton/s |
| MiniMax-M2.1MiniMax | 20.90 | - | 0.30 | 1.20 | 70 jeton/s |
| GLM-5.3-FlashZ AI | 41.80 | $306 | 0.15 | 0.50 | 69 jeton/s |
| Claude Sonnet 5 (Non-reasoning, High)Anthropic | 23.20 | - | 2.00 | 10.00 | 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 Fable 5.1 (Max, Default Fallback)Anthropic | 53.40 | $13129 | 10.00 | 50.00 | 68 jeton/s |
| GLM-5 (Non-reasoning)Z AI | 21.80 | - | 1.00 | 3.20 | 68 jeton/s |
| Claude Fable 5.1 (Xhigh, Default Fallback)Anthropic | 53.20 | $9063 | 10.00 | 50.00 | 66 jeton/s |
| Claude Opus 4.8 (Max)Anthropic | 41.80 | $6874 | 5.00 | 25.00 | 65 jeton/s |
| Grok 3 mini Reasoning (High)SpaceXAI | 14.60 | - | 0.30 | 0.50 | 64 jeton/s |
| DeepSeek V3.1 Terminus (Non-reasoning)DeepSeek | 13.90 | - | 0.27 | 1.00 | 62 jeton/s |
| GLM-5.1 (Reasoning)Z AI | 26.10 | $1487 | 1.28 | 4.07 | 62 jeton/s |
| Claude Opus 4.5 (Reasoning)Anthropic | 29.10 | - | 5.00 | 25.00 | 61 jeton/s |
| Claude Fable 5.1 (Medium, Default Fallback)Anthropic | 48.90 | $3983 | 10.00 | 50.00 | 61 jeton/s |
| Kimi K2.6 (Reasoning)Kimi | 27.00 | $1528 | 0.95 | 4.00 | 60 jeton/s |
| GLM-4.5V (Non-reasoning)Z AI | 6.70 | - | 0.60 | 1.80 | 60 jeton/s |
| Qwen3.7 PlusAlibaba | 25.20 | $428 | 0.40 | 1.60 | 59 jeton/s |
| GLM-5.1 (Non-reasoning)Z AI | 24.20 | - | 1.38 | 4.40 | 59 jeton/s |
| Qwen3.6 27B (Non-reasoning)Alibaba | 19.80 | - | 0.60 | 3.60 | 59 jeton/s |
| Qwen3.6 27B (Reasoning)Alibaba | 21.40 | $1145 | 0.60 | 3.60 | 59 jeton/s |
| MiniMax-M2.7MiniMax | 22.80 | - | 0.30 | 1.20 | 59 jeton/s |
| Claude Fable 5.1 (Low, Default Fallback)Anthropic | 46.80 | $3158 | 10.00 | 50.00 | 59 jeton/s |
| Qwen3.5 9B (Reasoning)Alibaba | 11.20 | $329 | 0.14 | 0.20 | 59 jeton/s |
| Kimi K2.6 (Non-reasoning)Kimi | 23.60 | - | 0.95 | 4.00 | 59 jeton/s |
| Claude Fable 5.1 (High, Default Fallback)Anthropic | 51.20 | $5242 | 10.00 | 50.00 | 59 jeton/s |
| MiMo-V2.6-FlashXiaomiMeilleur rapport qualité-prix | 37.90 | $110 | 0.14 | 0.28 | 58 jeton/s |
| Claude Opus 5 (Max)Anthropic | 50.80 | $7275 | 5.00 | 25.00 | 58 jeton/s |
| Kimi K2.5 (Reasoning)Kimi | 23.50 | - | 0.60 | 3.00 | 58 jeton/s |
| Command ACohere | 7.00 | - | 2.50 | 10.00 | 57 jeton/s |
| Claude Opus 5 (Xhigh)Anthropic | 49.70 | $5868 | 5.00 | 25.00 | 57 jeton/s |
| Qwen3.5 397B A17B (Non-reasoning)Alibaba | 21.40 | - | 0.60 | 3.60 | 57 jeton/s |
| GPT-6 Astra (Max)OpenAI | 52.70 | $5324 | 10.00 | 50.00 | 57 jeton/s |
| GLM-4.5V (Reasoning)Z AI | 7.60 | - | 0.60 | 1.80 | 56 jeton/s |
| Qwen3.5 397B A17B (Reasoning)Alibaba | 18.40 | $941 | 0.60 | 3.60 | 56 jeton/s |
| Claude Sonnet 4.6 (Max)Anthropic | 30.10 | $4925 | 3.00 | 15.00 | 56 jeton/s |
| Qwen3.6 PlusAlibaba | 27.00 | - | 0.50 | 3.00 | 56 jeton/s |
| Claude Opus 5 (Medium)Anthropic | 44.80 | $2732 | 5.00 | 25.00 | 56 jeton/s |
| GPT-6.1 Sol (Max)OpenAIMeilleur rapport qualité-prix | 51.80 | $1082 | 2.00 | 10.00 | 55 jeton/s |
| Claude Opus 5 (Low)Anthropic | 39.40 | $1561 | 5.00 | 25.00 | 54 jeton/s |
| GPT-6 Astra (Xhigh)OpenAI | 52.40 | $3803 | 10.00 | 50.00 | 54 jeton/s |
| Claude Opus 4.7 (Max)Anthropic | 40.70 | - | 5.00 | 25.00 | 54 jeton/s |
| GPT-6 Astra (Low)OpenAI | 45.80 | $1537 | 10.00 | 50.00 | 53 jeton/s |
| GPT-6 Astra (High)OpenAI | 50.90 | $2925 | 10.00 | 50.00 | 53 jeton/s |
| MiMo-V2.6-ProXiaomiMeilleur rapport qualité-prix | 46.30 | $207 | 0.43 | 0.87 | 53 jeton/s |
| Claude Opus 5 (High)Anthropic | 48.10 | $4332 | 5.00 | 25.00 | 53 jeton/s |
| Kimi K2.5 (Non-reasoning)Kimi | 19.40 | - | 0.60 | 3.00 | 52 jeton/s |
| Gemma 4 31B (Non-reasoning)Google | 13.90 | - | 0.17 | 0.40 | 52 jeton/s |
| Qwen3.8-Flash-NextAlibaba | 39.80 | $363 | 0.15 | 0.47 | 52 jeton/s |
| DeepSeek V3 (Dec '24)DeepSeek | 8.50 | $25.4 | 0.32 | 0.89 | 51 jeton/s |
| Qwen3.8 27B (Low)Alibaba | 26.20 | $1060 | 0.50 | 3.00 | 51 jeton/s |
| GPT-6.1 Sol (Xhigh)OpenAIMeilleur rapport qualité-prix | 51.00 | $662 | 2.00 | 10.00 | 50 jeton/s |
| Claude 4.5 Sonnet (Reasoning)Anthropic | 20.70 | $1501 | 3.00 | 15.00 | 50 jeton/s |
| GPT-6 Astra (Medium)OpenAI | 49.60 | $2434 | 10.00 | 50.00 | 50 jeton/s |
| Kimi K2.7 CodeKimi | 25.80 | $993 | 0.95 | 4.00 | 49 jeton/s |
| Qwen3.8 27B (Medium)Alibaba | 27.60 | $1165 | 0.50 | 3.00 | 49 jeton/s |
| GPT-6.1 Sol (High)OpenAIMeilleur rapport qualité-prix | 50.20 | $521 | 2.00 | 10.00 | 49 jeton/s |
| DeepSeek V4 Flash 0420 (Max)DeepSeek | 24.20 | $149 | 0.11 | 0.23 | 49 jeton/s |
| Claude Opus 4.7 (Non-reasoning, High)Anthropic | 30.90 | - | 5.00 | 25.00 | 48 jeton/s |
| GPT-6.1 Sol (Medium)OpenAIMeilleur rapport qualité-prix | 47.80 | $361 | 2.00 | 10.00 | 48 jeton/s |
| Claude Opus 4.5 (Non-reasoning)Anthropic | 23.70 | - | 5.00 | 25.00 | 48 jeton/s |
| GPT-6.1 Sol (Low)OpenAI | 42.10 | $250 | 2.00 | 10.00 | 48 jeton/s |
| Llama 4 MaverickMeta | 9.30 | $44.0 | 0.25 | 0.92 | 48 jeton/s |
| Kimi K2Kimi | 12.70 | - | 0.57 | 2.30 | 47 jeton/s |
| Gemma 4 E4B (Non-reasoning)Google | 7.50 | - | 0.02 | 0.10 | 47 jeton/s |
| Kimi K2 0905Kimi | 15.30 | - | 0.60 | 2.50 | 47 jeton/s |
| Mistral Medium 3Mistral | 9.00 | - | 0.40 | 2.00 | 47 jeton/s |
| Qwen3.8 27B (Non-reasoning)Alibaba | 20.20 | $2022 | 0.50 | 3.00 | 46 jeton/s |
| Phi-4 Mini InstructMicrosoft | 6.30 | - | 0.07 | 0.30 | 46 jeton/s |
| Claude Sonnet 4.6 (Non-reasoning, High)Anthropic | 24.70 | - | 3.00 | 15.00 | 45 jeton/s |
| Claude Opus 4.6 (Max)Anthropic | 31.90 | - | 5.00 | 25.00 | 45 jeton/s |
| Claude 4.5 Sonnet (Non-reasoning)Anthropic | 19.30 | - | 3.00 | 15.00 | 44 jeton/s |
| MiMo-V2.5-Pro (Reasoning)Xiaomi | 26.00 | $138 | 0.43 | 0.87 | 44 jeton/s |
| Claude Sonnet 4.6 (Non-reasoning, Low)Anthropic | 23.30 | - | 3.00 | 15.00 | 44 jeton/s |
| Mistral Small 3Mistral | 6.70 | - | 0.05 | 0.08 | 44 jeton/s |
| Qwen3.8 27B (Xhigh)Alibaba | 33.70 | $1336 | 0.50 | 3.00 | 43 jeton/s |
| Qwen3.8 MaxAlibaba | 40.20 | $3172 | 2.00 | 6.00 | 42 jeton/s |
| Qwen3.8 Max (0902)Alibaba | 45.40 | $4935 | 2.00 | 6.00 | 42 jeton/s |
| Mistral Small 3.2Mistral | 7.00 | $122 | 0.07 | 0.20 | 42 jeton/s |
| Qwen3.8 2.4T A95BAlibaba | 39.90 | $2632 | 2.00 | 6.00 | 41 jeton/s |
| Mistral Small 3.1Mistral | 7.10 | $27.8 | 0.08 | 0.14 | 41 jeton/s |
| Hermes 4 - Llama-3.1 405B (Reasoning)Nous Research | 7.50 | - | 1.00 | 3.00 | 41 jeton/s |
| Hermes 4 - Llama-3.1 405B (Non-reasoning)Nous Research | 7.40 | - | 1.00 | 3.00 | 40 jeton/s |
| GLM-4.7 (Reasoning)Z AI | 22.20 | - | 0.60 | 2.20 | 40 jeton/s |
| Phi-4Microsoft | 5.90 | - | 0.13 | 0.50 | 40 jeton/s |
| MiMo-V2.5-Pro (Non-reasoning)Xiaomi | 18.30 | - | 0.43 | 0.87 | 39 jeton/s |
| Qwen3 VL 30B A3B InstructAlibaba | 7.90 | - | 0.35 | 0.60 | 39 jeton/s |
| Claude Opus 4.6 (Non-reasoning, High)Anthropic | 26.40 | - | 5.00 | 25.00 | 39 jeton/s |
| Granite 3.3 8B (Non-reasoning)IBM | 4.90 | - | 0.03 | 0.25 | 38 jeton/s |
| GLM-4.7 (Non-reasoning)Z AI | 17.40 | - | 0.60 | 2.20 | 38 jeton/s |
| Llama 3.1 Instruct 70BMeta | 6.60 | - | 0.56 | 0.56 | 38 jeton/s |
| Seed-OSS-36B-InstructByteDance Seed | 12.10 | - | 0.21 | 0.57 | 38 jeton/s |
| Kimi K3 (Low)Kimi | 30.10 | $1190 | 3.00 | 15.00 | 37 jeton/s |
| Kimi K3 (Max)Kimi | 43.60 | $3658 | 3.00 | 15.00 | 37 jeton/s |
| Qwen3 235B A22B 2507 InstructAlibaba | 12.00 | - | 0.22 | 0.88 | 36 jeton/s |
| DeepSeek R1 0528 (May '25)DeepSeek | 13.10 | - | 1.35 | 3.00 | 35 jeton/s |
| Gemma 4 E4B (Reasoning)Google | 8.90 | $14.7 | 0.02 | 0.10 | 35 jeton/s |
| GLM-4.6 (Non-reasoning)Z AI | 14.90 | - | 0.57 | 2.20 | 34 jeton/s |
| GLM-4.6 (Reasoning)Z AI | 18.50 | - | 0.55 | 2.20 | 33 jeton/s |
| GPT-4 TurboOpenAI | 7.00 | - | 10.00 | 30.00 | 33 jeton/s |
| MiMo-V2.5Xiaomi | 21.80 | $42.6 | 0.14 | 0.28 | 32 jeton/s |
| Hermes 3 - Llama-3.1 70BNous Research | 6.00 | - | 0.70 | 0.70 | 29 jeton/s |
| Qwen2.5 Instruct 72BAlibaba | 7.70 | - | 0.47 | 0.49 | 29 jeton/s |
| Qwen3 VL 235B A22B InstructAlibaba | 9.90 | - | 0.21 | 1.39 | 29 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 | 23 jeton/s |
| Qwen3 32B (Reasoning)Alibaba | 7.20 | - | 0.24 | 0.54 | 22 jeton/s |
| Qwen3.5 4B (Reasoning)Alibaba | 13.10 | - | 0.03 | 0.15 | 16 jeton/s |
| Qwen3.5 4B (Non-reasoning)Alibaba | 10.80 | - | 0.03 | 0.15 | 12 jeton/s |
| Ling-flash-2.0InclusionAI | 7.80 | - | 0.14 | 0.57 | 6 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.