Modèles d’IA à poids ouverts : benchmarks et prix
Les poids sont les fichiers nécessaires pour exécuter le modèle vous-même avec les logiciels et le matériel adaptés. Comparez les modèles aux poids téléchargeables. Cela n’implique pas une licence open source, un usage commercial sans restriction ni un hébergement gratuit. Les tarifs API concernent le service hébergé ; vérifiez la licence avant le déploiement.
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 |
|---|---|---|---|---|---|
| A.X-K2SK Telecom | 21.50 | - | - | - | - |
| Apertus 70B InstructSwiss AI Initiative | 5.10 | - | - | - | - |
| Apertus 8B InstructSwiss AI Initiative | 4.80 | - | 0.10 | 0.20 | 127 jeton/s |
| Apriel-v1.5-15B-ThinkerServiceNow | 13.80 | - | 0.00 | 0.00 | - |
| Apriel-v1.6-15B-ThinkerServiceNow | 13.40 | - | - | - | - |
| Arctic InstructSnowflake | 5.40 | - | - | - | - |
| Beam 1.0Reflection | 30.30 | $319 | 0.40 | 1.20 | 340 jeton/s |
| Cogito v2.1 (Reasoning)Deep Cogito | - | - | - | - | - |
| Command ACohere | 7.00 | - | 2.50 | 10.00 | 40 jeton/s |
| Command-R (Mar '24)Cohere | 5.00 | - | - | - | - |
| Command-R+ (Apr '24)Cohere | 5.30 | - | - | - | - |
| DBRX InstructDatabricks | 5.30 | - | - | - | - |
| DeepHermes 3 - Llama-3.1 8B Preview (Non-reasoning)Nous Research | 5.10 | - | - | - | - |
| DeepHermes 3 - Mistral 24B Preview (Non-reasoning)Nous Research | 6.10 | - | - | - | - |
| DeepSeek Coder V2 Lite InstructDeepSeek | 5.30 | - | - | - | - |
| DeepSeek LLM 67B Chat (V1)DeepSeek | 5.30 | - | - | - | - |
| DeepSeek R1 (Jan '25)DeepSeek | 11.40 | $461 | 2.00 | 4.00 | 149 jeton/s |
| DeepSeek R1 0528 (May '25)DeepSeek | 13.10 | - | 1.85 | 2.75 | 33 jeton/s |
| DeepSeek R1 0528 Qwen3 8BDeepSeek | 8.10 | - | - | - | - |
| DeepSeek R1 Distill Llama 70BDeepSeek | 7.90 | - | 0.70 | 1.10 | - |
| DeepSeek R1 Distill Llama 8BDeepSeek | 6.50 | - | - | - | - |
| DeepSeek R1 Distill Qwen 1.5BDeepSeek | 5.50 | - | - | - | - |
| DeepSeek R1 Distill Qwen 14BDeepSeek | 7.80 | - | - | - | - |
| DeepSeek R1 Distill Qwen 32BDeepSeek | 8.40 | - | - | - | - |
| DeepSeek V3 (Dec '24)DeepSeek | 8.50 | $25.4 | 0.32 | 0.89 | 46 jeton/s |
| DeepSeek V3 0324DeepSeek | 9.70 | $19.9 | 0.24 | 0.90 | 117 jeton/s |
| DeepSeek V3.1 (Non-reasoning)DeepSeek | 13.70 | - | 0.56 | 1.68 | 97 jeton/s |
| DeepSeek V3.1 (Reasoning)DeepSeek | 13.50 | - | 0.58 | 1.68 | 120 jeton/s |
| DeepSeek V3.1 Terminus (Non-reasoning)DeepSeek | 13.90 | - | 0.27 | 1.00 | 74 jeton/s |
| DeepSeek V3.1 Terminus (Reasoning)DeepSeek | 14.80 | - | 1.64 | 2.75 | - |
| DeepSeek V3.2 (Non-reasoning)DeepSeek | 16.00 | - | 0.28 | 0.42 | - |
| DeepSeek V3.2 (Reasoning)DeepSeek | 21.50 | - | 0.28 | 0.42 | - |
| DeepSeek V3.2 Exp (Non-reasoning)DeepSeek | 13.90 | - | 0.28 | 0.42 | - |
| DeepSeek V3.2 Exp (Reasoning)DeepSeek | 16.60 | - | 0.28 | 0.42 | - |
| DeepSeek V3.2 SpecialeDeepSeek | 14.50 | - | - | - | - |
| DeepSeek V4 Flash 0420 (High)DeepSeek | 24.40 | $121 | 0.11 | 0.23 | - |
| DeepSeek V4 Flash 0420 (Max)DeepSeek | 24.20 | $149 | 0.11 | 0.23 | 53 jeton/s |
| DeepSeek V4 Flash 0420 (Non-reasoning)DeepSeek | 18.90 | - | 0.09 | 0.19 | - |
| DeepSeek V4 Flash 0731 (Max)DeepSeek | 34.30 | $200 | 0.14 | 0.28 | 150 jeton/s |
| DeepSeek V4 Pro 0424 (High)DeepSeek | 30.10 | - | 0.43 | 0.87 | 101 jeton/s |
| DeepSeek V4 Pro 0424 (Max)DeepSeek | 30.40 | $277 | 0.43 | 0.87 | 104 jeton/s |
| DeepSeek V4 Pro 0424 (Non-reasoning)DeepSeek | 20.80 | - | 0.43 | 0.87 | 94 jeton/s |
| DeepSeek V4 Pro 0813 (Max)DeepSeek | 36.00 | $1122 | 1.32 | 3.96 | 103 jeton/s |
| DeepSeek V4 Pro 0813 (Non-reasoning)DeepSeek | 20.40 | $451 | 1.32 | 3.96 | 98 jeton/s |
| DeepSeek V4.1 Flash (Max)DeepSeek | 39.50 | $672 | 0.29 | 1.20 | 179 jeton/s |
| DeepSeek V4.1 Flash (Non-reasoning)DeepSeek | 24.70 | $239 | 0.30 | 1.20 | 290 jeton/s |
| DeepSeek V4.1 Flash 1017 (Max)DeepSeek | 45.10 | $445 | 0.30 | 1.20 | 186 jeton/s |
| DeepSeek-Coder-V2DeepSeek | 6.00 | - | - | - | - |
| DeepSeek-V2-ChatDeepSeek | 5.50 | - | - | - | - |
| DeepSeek-V2.5DeepSeek | 6.60 | - | - | - | - |
| DeepSeek-V2.5 (Dec '24)DeepSeek | 6.60 | - | - | - | - |
| Devstral 2Mistral | 8.60 | - | - | - | - |
| Devstral Small (Jul '25)Mistral | 7.60 | - | - | - | - |
| Devstral Small (May '25)Mistral | 8.70 | - | - | - | - |
| Devstral Small 2Mistral | 7.50 | - | - | - | - |
| DiffusionGemma 26B A4BGoogle | 9.50 | - | - | - | - |
| ERNIE 4.5 300B A47BBaidu | 7.50 | - | - | - | - |
| Exaone 4.0 1.2B (Non-reasoning)LG AI Research | 5.20 | - | - | - | - |
| Exaone 4.0 1.2B (Reasoning)LG AI Research | 5.30 | - | - | - | - |
| EXAONE 4.0 32B (Non-reasoning)LG AI Research | 6.30 | - | - | - | - |
| EXAONE 4.0 32B (Reasoning)LG AI Research | 8.20 | - | - | - | - |
| EXAONE 4.5 33B (Non-reasoning)LG AI Research | - | - | - | - | - |
| EXAONE 4.5 33B (Reasoning)LG AI Research | 13.20 | - | - | - | - |
| Falcon-H1R-7BTII UAE | 7.80 | - | - | - | - |
| G9v3-39A5BAI9Stars | 21.80 | - | - | - | - |
| G9v3-3BAI9Stars | 10.80 | - | - | - | - |
| Gemma 3 1B InstructGoogle | 4.80 | - | 0.00 | 0.00 | - |
| Gemma 3 270MGoogle | 5.10 | - | - | - | - |
| Gemma 3 4B InstructGoogle | 4.80 | - | 0.00 | 0.00 | - |
| Gemma 3n E2B InstructGoogle | 4.80 | - | 0.00 | 0.00 | - |
| Gemma 3n E4B InstructGoogle | 4.80 | - | - | - | - |
| Gemma 3n E4B Instruct Preview (May '25)Google | 5.80 | - | - | - | - |
| Gemma 4 12B (Non-reasoning)Google | 9.40 | - | 0.10 | 0.30 | 120 jeton/s |
| Gemma 4 12B (Reasoning)Google | 14.20 | - | 0.10 | 0.30 | 115 jeton/s |
| Gemma 4 26B A4B (Non-reasoning)Google | 13.10 | - | 0.12 | 0.40 | 99 jeton/s |
| Gemma 4 26B A4B (Reasoning)Google | 16.70 | - | 0.10 | 0.34 | 86 jeton/s |
| Gemma 4 31B (Non-reasoning)Google | 13.90 | - | 0.17 | 0.40 | 53 jeton/s |
| Gemma 4 E2B (Non-reasoning)Google | 6.50 | - | - | - | - |
| Gemma 4 E2B (Reasoning)Google | 7.80 | - | - | - | - |
| Gemma 4 E4B (Non-reasoning)Google | 7.50 | - | 0.02 | 0.10 | 49 jeton/s |
| Gemma 4 E4B (Reasoning)Google | 8.90 | $14.7 | 0.02 | 0.10 | 44 jeton/s |
| GLM-4.5 (Reasoning)Z AI | 12.80 | - | - | - | - |
| GLM-4.5-AirZ AI | 11.10 | - | 0.17 | 0.98 | 79 jeton/s |
| GLM-4.5V (Non-reasoning)Z AI | 6.70 | - | 0.60 | 1.80 | 66 jeton/s |
| GLM-4.5V (Reasoning)Z AI | 7.60 | - | 0.60 | 1.80 | 63 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 |
| GLM-4.6V (Non-reasoning)Z AI | 8.40 | - | 0.30 | 0.90 | 82 jeton/s |
| GLM-4.6V (Reasoning)Z AI | 11.20 | - | 0.30 | 0.90 | 86 jeton/s |
| GLM-4.7 (Non-reasoning)Z AI | 17.40 | - | 0.53 | 2.10 | 36 jeton/s |
| GLM-4.7 (Reasoning)Z AI | 22.20 | - | 0.53 | 2.10 | 35 jeton/s |
| GLM-4.7-Flash (Non-reasoning)Z AI | 10.60 | - | 0.07 | 0.40 | 99 jeton/s |
| GLM-4.7-Flash (Reasoning)Z AI | 14.90 | - | 0.07 | 0.40 | 81 jeton/s |
| GLM-5 (Non-reasoning)Z AI | 21.80 | - | 1.00 | 3.20 | 67 jeton/s |
| GLM-5 (Reasoning)Z AI | 27.90 | - | 1.00 | 3.20 | 69 jeton/s |
| GLM-5.1 (Non-reasoning)Z AI | 24.20 | - | 1.38 | 4.40 | 67 jeton/s |
| GLM-5.1 (Reasoning)Z AI | 26.10 | $1487 | 1.28 | 4.07 | 70 jeton/s |
| GLM-5.2 (Max)Z AI | 33.70 | $2097 | 1.40 | 4.40 | 93 jeton/s |
| GLM-5.2 (Non-reasoning)Z AI | 22.40 | - | 1.40 | 4.40 | 181 jeton/s |
| GLM-5.3 (Low)Z AI | 34.30 | $1013 | 1.40 | 4.40 | 89 jeton/s |
| GLM-5.3 (Max)Z AI | 44.80 | $2503 | 1.40 | 4.40 | 86 jeton/s |
| GLM-5.3-FlashZ AI | 41.80 | $306 | 0.15 | 0.50 | 69 jeton/s |
| gpt-oss-120b (High)OpenAI | 11.60 | $123 | 0.15 | 0.60 | 216 jeton/s |
| gpt-oss-120b (Low)OpenAI | 10.20 | - | 0.13 | 0.59 | 264 jeton/s |
| gpt-oss-20b (High)OpenAI | 9.00 | $28.8 | 0.05 | 0.22 | 156 jeton/s |
| gpt-oss-20b (Low)OpenAI | 10.00 | - | 0.07 | 0.30 | 181 jeton/s |
| Granite 3.3 8B (Non-reasoning)IBM | 4.90 | - | 0.03 | 0.25 | 38 jeton/s |
| Granite 4.0 1BIBM | 5.00 | - | - | - | - |
| Granite 4.0 350MIBM | 4.80 | - | - | - | - |
| Granite 4.0 H 1BIBM | 5.20 | - | - | - | - |
| Granite 4.0 H 350MIBM | 4.80 | - | - | - | - |
| Granite 4.0 H SmallIBM | 6.00 | - | - | - | - |
| Granite 4.0 MicroIBM | 5.10 | - | - | - | - |
| Granite 4.1 30BIBM | 7.40 | - | - | - | - |
| Granite 4.1 3BIBM | 5.90 | - | - | - | - |
| Granite 4.1 8BIBM | 6.60 | - | - | - | - |
| Granite 4.2 30BIBM | 12.70 | $111 | 0.16 | 0.65 | 71 jeton/s |
| Granite 4.2 3BIBM | 9.10 | $14.9 | 0.03 | 0.12 | 72 jeton/s |
| Granite 4.2 8BIBM | 11.10 | $53.1 | 0.06 | 0.25 | 65 jeton/s |
| Grok 2 (Dec '24)SpaceXAI | 7.10 | - | - | - | - |
| Grok-1SpaceXAI | 6.30 | - | - | - | - |
| Hermes 3 - Llama-3.1 70BNous Research | 6.00 | - | 0.70 | 0.70 | 32 jeton/s |
| Hermes 4 - Llama-3.1 405B (Non-reasoning)Nous Research | 7.40 | - | 1.00 | 3.00 | 43 jeton/s |
| Hermes 4 - Llama-3.1 405B (Reasoning)Nous Research | 7.50 | - | 1.00 | 3.00 | 42 jeton/s |
| Hermes 4 - Llama-3.1 70B (Non-reasoning)Nous Research | 6.70 | - | - | - | - |
| Hermes 4 - Llama-3.1 70B (Reasoning)Nous Research | 7.90 | - | - | - | - |
| Hy3Tencent | 25.30 | $150 | 0.14 | 0.56 | 82 jeton/s |
| Hy3-preview (Non-reasoning)Tencent | 17.00 | - | 0.06 | 0.21 | - |
| Hy3-preview (Reasoning)Tencent | 22.70 | - | 0.06 | 0.21 | - |
| HyperCLOVA X SEED Think (32B)Naver | 11.40 | - | - | - | - |
| HyperNova 60B 2605 (High, Based on gpt-oss-120b)Multiverse Computing | 11.70 | - | - | - | - |
| Inkling (Xhigh)Thinking Machines | 25.00 | - | 1.00 | 4.05 | 198 jeton/s |
| Inkling SmallThinking Machines | 25.70 | $241 | 0.30 | 1.20 | 226 jeton/s |
| INTELLECT-3 (Based on GLM-4.5-Air)Prime Intellect | 10.60 | - | - | - | - |
| Jamba 1.5 LargeAI21 Labs | 6.00 | - | 2.00 | 8.00 | - |
| Jamba 1.5 MiniAI21 Labs | 5.20 | - | 0.20 | 0.40 | - |
| Jamba 1.6 LargeAI21 Labs | 6.00 | - | - | - | - |
| Jamba 1.6 MiniAI21 Labs | 5.20 | - | - | - | - |
| Jamba 1.7 LargeAI21 Labs | 6.10 | - | - | - | - |
| Jamba 1.7 MiniAI21 Labs | 5.20 | - | - | - | - |
| Jamba Reasoning 3BAI21 Labs | 5.70 | - | - | - | - |
| K-EXAONE (Non-reasoning)LG AI Research | 11.20 | - | - | - | - |
| K-EXAONE (Reasoning)LG AI Research | 14.40 | - | - | - | - |
| K-EXAONE 2.0 0803LG AI Research | 19.70 | - | - | - | - |
| K2 Horizon 0.9BInstitute ou Foundation Models | 3.00 | - | - | - | - |
| K2 Horizon 3.7BInstitute ou Foundation Models | 15.60 | - | - | - | - |
| K2 Horizon 7BInstitute ou Foundation Models | 20.60 | - | - | - | - |
| K2 Horizon MoVA 36B A4BInstitute ou Foundation Models | 25.30 | - | - | - | - |
| K2 Think V2Institute ou Foundation Models | 11.50 | - | - | - | - |
| K2-V2 (High)Institute ou Foundation Models | 9.90 | - | - | - | - |
| K2-V2 (Low)Institute ou Foundation Models | 7.30 | - | - | - | - |
| K2-V2 (Medium)Institute ou Foundation Models | 9.00 | - | - | - | - |
| Kimi K2Kimi | 12.70 | - | 0.57 | 2.30 | 48 jeton/s |
| Kimi K2 0905Kimi | 15.30 | - | 0.60 | 2.50 | 50 jeton/s |
| Kimi K2 ThinkingKimi | 22.00 | - | 0.60 | 2.50 | 121 jeton/s |
| Kimi K2.5 (Non-reasoning)Kimi | 19.40 | - | 0.60 | 3.00 | 53 jeton/s |
| Kimi K2.5 (Reasoning)Kimi | 23.50 | - | 0.60 | 3.00 | 82 jeton/s |
| Kimi K2.6 (Non-reasoning)Kimi | 23.60 | - | 0.95 | 4.00 | 76 jeton/s |
| Kimi K2.6 (Reasoning)Kimi | 27.00 | $1528 | 0.95 | 4.00 | 79 jeton/s |
| Kimi K2.7 CodeKimi | 25.80 | $993 | 0.95 | 4.00 | 62 jeton/s |
| Kimi K3 (Low)Kimi | 30.10 | $1190 | 3.00 | 15.00 | 40 jeton/s |
| Kimi K3 (Max)Kimi | 43.60 | $3658 | 3.00 | 15.00 | 42 jeton/s |
| Kimi Linear 48B A3B InstructKimi | 7.30 | - | - | - | - |
| LFM2 1.2BLiquid AI | 4.80 | - | - | - | - |
| LFM2 2.6BLiquid AI | 5.20 | - | - | - | - |
| LFM2 24B A2BLiquid AI | 5.90 | - | - | - | - |
| LFM2 8B A1BLiquid AI | 4.90 | - | - | - | - |
| LFM2.5-1.2B-InstructLiquid AI | 5.20 | - | - | - | - |
| LFM2.5-1.2B-ThinkingLiquid AI | 5.20 | - | - | - | - |
| LFM2.5-2.6BLiquid AI | 8.40 | - | - | - | - |
| LFM2.5-8B-A1BLiquid AI | 7.20 | - | - | - | - |
| LFM2.5-VL-1.6BLiquid AI | 4.80 | - | - | - | - |
| Ling 2.6 FlashInclusionAI | 9.70 | - | - | - | - |
| Ling 3.0 FlashInclusionAI | 20.10 | - | 0.07 | 0.22 | 320 jeton/s |
| Ling 3.1 FlashInclusionAI | 41.10 | $1015 | 0.30 | 0.90 | 213 jeton/s |
| Ling-1TInclusionAI | 9.20 | - | - | - | - |
| Ling-2.6-1TInclusionAI | 17.00 | - | 0.30 | 2.50 | - |
| Ling-3.0-flash-FinInclusionAI | 22.60 | - | - | - | - |
| Ling-3.0-flash-VLInclusionAI | 24.60 | - | - | - | - |
| Ling-flash-2.0InclusionAI | 7.80 | - | 0.14 | 0.57 | 5 jeton/s |
| Ling-mini-2.0InclusionAI | 5.50 | - | - | - | - |
| Llama 2 Chat 13BMeta | 5.30 | - | - | - | - |
| Llama 2 Chat 70BMeta | 5.30 | - | - | - | - |
| Llama 2 Chat 7BMeta | 5.70 | - | 0.05 | 0.25 | - |
| Llama 3 Instruct 70BMeta | 5.50 | - | 0.65 | 2.75 | - |
| Llama 3 Instruct 8BMeta | 4.80 | - | 0.04 | 0.14 | - |
| Llama 3.1 Instruct 405BMeta | 7.30 | - | - | - | - |
| Llama 3.1 Instruct 70BMeta | 6.60 | - | 0.56 | 0.56 | 40 jeton/s |
| Llama 3.1 Instruct 8BMeta | 6.90 | - | 0.04 | 0.07 | 135 jeton/s |
| Llama 3.1 Nemotron Instruct 70BNVIDIA | 6.90 | - | - | - | - |
| Llama 3.1 Nemotron Nano 4B v1.1 (Reasoning)NVIDIA | 7.30 | - | - | - | - |
| Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)NVIDIA | 7.50 | - | - | - | - |
| Llama 3.1 Tulu3 405BAllen Institute for AI | 7.20 | - | - | - | - |
| Llama 3.2 Instruct 11B (Vision)Meta | 5.40 | - | 0.34 | 0.34 | 24 jeton/s |
| Llama 3.2 Instruct 1BMeta | 4.80 | - | - | - | - |
| Llama 3.2 Instruct 3BMeta | 5.70 | - | - | - | - |
| Llama 3.2 Instruct 90B (Vision)Meta | 6.40 | - | - | - | - |
| Llama 3.3 Instruct 70BMeta | 7.70 | - | 0.66 | 0.71 | 90 jeton/s |
| Llama 3.3 Nemotron Super 49B v1 (Non-reasoning)NVIDIA | 7.30 | - | - | - | - |
| Llama 3.3 Nemotron Super 49B v1 (Reasoning)NVIDIA | 8.90 | - | - | - | - |
| Llama 4 MaverickMeta | 9.30 | $44.0 | 0.25 | 0.92 | 49 jeton/s |
| Llama 4 ScoutMeta | 6.50 | $73.6 | 0.18 | 0.66 | 115 jeton/s |
| Llama 65BMeta | 5.00 | - | - | - | - |
| Llama Nemotron Super 49B v1.5 (Non-reasoning)NVIDIA | 7.40 | - | - | - | - |
| Llama Nemotron Super 49B v1.5 (Reasoning)NVIDIA | 9.00 | - | - | - | - |
| LongCat 2.0LongCat | 19.10 | $545 | 0.75 | 2.95 | 76 jeton/s |
| LongCat Flash LiteLongCat | 11.50 | - | - | - | - |
| Magistral Small 1Mistral | 8.20 | - | - | - | - |
| Magistral Small 1.2Mistral | 8.60 | - | 0.50 | 1.50 | 76 jeton/s |
| MiMo-V2-Flash (Feb 2026)Xiaomi | 22.40 | - | - | - | - |
| MiMo-V2-Flash (Non-reasoning)Xiaomi | 16.00 | - | - | - | - |
| MiMo-V2-Flash (Reasoning)Xiaomi | 20.80 | - | 0.10 | 0.30 | - |
| MiMo-V2.5Xiaomi | 21.80 | $61.9 | 0.13 | 0.27 | 62 jeton/s |
| MiMo-V2.5-Pro (Non-reasoning)Xiaomi | 18.30 | - | 0.39 | 1.17 | 52 jeton/s |
| MiMo-V2.5-Pro (Reasoning)Xiaomi | 26.00 | $231 | 0.41 | 1.02 | 52 jeton/s |
| MiMo-V2.6-FlashXiaomiMeilleur rapport qualité-prix | 37.90 | $110 | 0.14 | 0.28 | 56 jeton/s |
| MiMo-V2.6-ProXiaomiMeilleur rapport qualité-prix | 46.30 | $207 | 0.43 | 0.87 | 55 jeton/s |
| MiniCPM-V 4.6 1.3BOpenBMB | 5.70 | - | - | - | - |
| MiniCPM5-1B (Non-reasoning)OpenBMB | 8.70 | - | - | - | - |
| MiniCPM5-1B (Reasoning)OpenBMB | 8.80 | - | - | - | - |
| MiniCPM5-2BOpenBMB | 12.50 | - | - | - | - |
| MiniMax M1 40kMiniMax | 10.00 | - | - | - | - |
| MiniMax M1 80kMiniMax | 11.70 | - | 0.55 | 2.20 | 96 jeton/s |
| MiniMax-M2MiniMax | 18.60 | - | 0.30 | 1.20 | 101 jeton/s |
| MiniMax-M2.1MiniMax | 20.90 | - | 0.30 | 1.20 | 64 jeton/s |
| MiniMax-M2.5MiniMax | 22.80 | - | 0.30 | 1.20 | 61 jeton/s |
| MiniMax-M2.7MiniMax | 22.80 | - | 0.30 | 1.20 | 51 jeton/s |
| MiniMax-M3MiniMax | 29.20 | $538 | 0.30 | 1.20 | 98 jeton/s |
| Ministral 3 14BMistral | 6.00 | $37.6 | 0.20 | 0.20 | 83 jeton/s |
| Ministral 3 3BMistral | 4.80 | $12.2 | 0.10 | 0.10 | 208 jeton/s |
| Ministral 3 8BMistral | 5.50 | $27.5 | 0.15 | 0.15 | 111 jeton/s |
| Mistral 7B InstructMistral | 5.00 | - | 0.15 | 0.20 | - |
| Mistral Large 2 (Jul '24)Mistral | 6.80 | - | 2.00 | 6.00 | - |
| Mistral Large 2 (Nov '24)Mistral | 7.60 | - | - | - | - |
| Mistral Large 3Mistral | 9.30 | $46.4 | 0.50 | 1.50 | 82 jeton/s |
| Mistral Medium 3.5Mistral | 14.20 | $1264 | 1.50 | 7.50 | 159 jeton/s |
| Mistral Small (Sep '24)Mistral | 5.80 | - | - | - | - |
| Mistral Small 3Mistral | 6.70 | - | 0.05 | 0.08 | 44 jeton/s |
| Mistral Small 3.1Mistral | 7.10 | $27.8 | 0.08 | 0.14 | 45 jeton/s |
| Mistral Small 3.2Mistral | 7.00 | $122 | 0.07 | 0.20 | 43 jeton/s |
| Mistral Small 4 (Non-reasoning)Mistral | 9.00 | - | 0.15 | 0.60 | 174 jeton/s |
| Mistral Small 4 (Reasoning)Mistral | 11.30 | $42.5 | 0.15 | 0.60 | 183 jeton/s |
| Mixtral 8x22B InstructMistral | 5.70 | - | - | - | - |
| Mixtral 8x7B InstructMistral | 5.10 | - | 0.45 | 0.70 | 25 jeton/s |
| Molmo 7B-DAllen Institute for AI | 5.60 | - | - | - | - |
| Molmo2-8BAllen Institute for AI | 5.00 | - | - | - | - |
| Motif 3Motif Technologies | 33.60 | - | - | - | - |
| Muse Glimmer (High)Meta | 17.50 | $146 | 0.30 | 1.20 | 105 jeton/s |
| Muse Spark Open (Xhigh)Meta | 38.90 | $1185 | 1.25 | 4.25 | 151 jeton/s |
| Nanbeige4.1-3BNanbeige | 8.40 | - | - | - | - |
| Nemotron 3 Nano Omni 30B A3B ReasoningNVIDIA | 10.30 | - | 0.40 | 1.36 | 234 jeton/s |
| Nemotron 3 Super 120B A12B (Reasoning)NVIDIA | 12.80 | $1319 | 0.30 | 0.90 | 169 jeton/s |
| Nemotron 3 Ultra 550B A55B (Reasoning)NVIDIA | 22.90 | $697 | 0.60 | 2.70 | 156 jeton/s |
| Nemotron 3.5 Bolt 74B-A9BNVIDIA | 21.40 | - | - | - | - |
| Nemotron 3.5 LightningNVIDIA | 12.90 | $92.8 | 0.06 | 0.20 | 291 jeton/s |
| Nemotron 3.5 Super VLNVIDIA | 26.50 | $286 | 0.23 | 0.57 | 444 jeton/s |
| Nemotron Cascade 2 30B A3BNVIDIA | 11.70 | - | - | - | - |
| Nex-N2-Pro (Based on Qwen3.5-397B-A17B)Nex AGI | 28.20 | - | - | - | - |
| NVIDIA Nemotron 3 Nano 30B A3B (Non-reasoning)NVIDIA | 6.80 | - | 0.05 | 0.20 | 275 jeton/s |
| NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)NVIDIA | 8.90 | $63.7 | 0.05 | 0.20 | 235 jeton/s |
| NVIDIA Nemotron 3 Nano 4BNVIDIA | 4.80 | - | - | - | - |
| NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)NVIDIA | 5.80 | - | 0.20 | 0.60 | 203 jeton/s |
| NVIDIA Nemotron Nano 12B v2 VL (Reasoning)NVIDIA | 7.50 | - | - | - | - |
| NVIDIA Nemotron Nano 9B V2 (Non-reasoning)NVIDIA | 6.80 | - | 0.05 | 0.20 | 167 jeton/s |
| NVIDIA Nemotron Nano 9B V2 (Reasoning)NVIDIA | 7.40 | - | 0.04 | 0.16 | 101 jeton/s |
| OLMo 2 32BAllen Institute for AI | 6.00 | - | - | - | - |
| OLMo 2 7BAllen Institute for AI | 5.60 | - | - | - | - |
| Olmo 3 32B ThinkAllen Institute for AI | 6.50 | - | - | - | - |
| Olmo 3 7B InstructAllen Institute for AI | 5.20 | - | - | - | - |
| Olmo 3 7B ThinkAllen Institute for AI | 5.60 | - | - | - | - |
| Olmo 3.1 32B InstructAllen Institute for AI | 6.50 | - | - | - | - |
| Olmo 3.1 32B ThinkAllen Institute for AI | 7.10 | - | - | - | - |
| OpenChat 3.5 (1210)OpenChat | 5.30 | - | - | - | - |
| Phi-3 Mini Instruct 3.8BMicrosoft | 5.80 | - | - | - | - |
| Phi-4Microsoft | 5.90 | - | 0.13 | 0.50 | 39 jeton/s |
| Phi-4 Mini InstructMicrosoft | 6.30 | - | 0.07 | 0.30 | 46 jeton/s |
| Phi-4 Multimodal InstructMicrosoft | 5.80 | - | 0.08 | 0.32 | - |
| Pixtral LargeMistral | 7.10 | - | - | - | - |
| Qwen Chat 14BAlibaba | 5.00 | - | - | - | - |
| Qwen Chat 72BAlibaba | 5.40 | - | - | - | - |
| Qwen1.5 Chat 110BAlibaba | 5.70 | - | - | - | - |
| Qwen2 Instruct 72BAlibaba | 6.30 | - | - | - | - |
| Qwen2.5 Coder Instruct 32BAlibaba | 6.70 | - | - | - | - |
| Qwen2.5 Coder Instruct 7BAlibaba | 5.80 | - | - | - | - |
| Qwen2.5 Instruct 32BAlibaba | 6.90 | - | - | - | - |
| Qwen2.5 Instruct 72BAlibaba | 7.70 | - | 0.47 | 0.49 | 27 jeton/s |
| Qwen3 0.6B (Non-reasoning)Alibaba | 4.80 | - | - | - | - |
| Qwen3 0.6B (Reasoning)Alibaba | 4.80 | - | - | - | - |
| Qwen3 1.7B (Non-reasoning)Alibaba | 4.90 | - | - | - | - |
| Qwen3 1.7B (Reasoning)Alibaba | 5.20 | - | - | - | - |
| Qwen3 14B (Non-reasoning)Alibaba | 6.70 | - | 0.12 | 0.24 | 82 jeton/s |
| Qwen3 14B (Reasoning)Alibaba | 6.40 | - | 0.12 | 0.24 | 81 jeton/s |
| Qwen3 235B A22B (Non-reasoning)Alibaba | 8.30 | - | - | - | - |
| Qwen3 235B A22B (Reasoning)Alibaba | 9.50 | - | - | - | - |
| Qwen3 235B A22B 2507 (Reasoning)Alibaba | 12.70 | - | 0.23 | 2.30 | 82 jeton/s |
| Qwen3 235B A22B 2507 InstructAlibaba | 12.00 | - | 0.21 | 0.84 | 39 jeton/s |
| Qwen3 30B A3B (Non-reasoning)Alibaba | 6.60 | - | 0.12 | 0.50 | 159 jeton/s |
| Qwen3 30B A3B (Reasoning)Alibaba | 7.60 | - | 0.14 | 0.55 | 163 jeton/s |
| Qwen3 30B A3B 2507 (Reasoning)Alibaba | 9.80 | - | - | - | - |
| Qwen3 30B A3B 2507 InstructAlibaba | 7.50 | - | 0.10 | 0.30 | 200 jeton/s |
| Qwen3 32B (Non-reasoning)Alibaba | 7.30 | - | 0.15 | 0.60 | 60 jeton/s |
| Qwen3 32B (Reasoning)Alibaba | 7.20 | - | 0.24 | 0.54 | 23 jeton/s |
| Qwen3 4B (Non-reasoning)Alibaba | 6.60 | - | - | - | - |
| Qwen3 4B (Reasoning)Alibaba | 7.20 | - | - | - | - |
| Qwen3 4B 2507 (Reasoning)Alibaba | 8.80 | - | - | - | - |
| Qwen3 4B 2507 InstructAlibaba | 6.70 | - | - | - | - |
| Qwen3 8B (Non-reasoning)Alibaba | 6.00 | - | 0.20 | 0.20 | - |
| Qwen3 8B (Reasoning)Alibaba | 5.20 | - | - | - | - |
| Qwen3 Coder 30B A3B InstructAlibaba | 9.60 | - | 0.19 | 0.77 | 255 jeton/s |
| Qwen3 Coder 480B A35B InstructAlibaba | 11.90 | - | 0.38 | 1.40 | 83 jeton/s |
| Qwen3 Coder NextAlibaba | 9.20 | $405 | 0.31 | 1.00 | 91 jeton/s |
| Qwen3 Next 80B A3B (Reasoning)Alibaba | 11.20 | - | - | - | - |
| Qwen3 Next 80B A3B InstructAlibaba | 9.60 | - | 0.10 | 1.10 | 113 jeton/s |
| Qwen3 Omni 30B A3B (Reasoning)Alibaba | 7.80 | - | 0.25 | 0.97 | 102 jeton/s |
| Qwen3 Omni 30B A3B InstructAlibaba | 6.00 | - | 0.25 | 0.97 | 96 jeton/s |
| Qwen3 VL 235B A22B (Reasoning)Alibaba | 13.40 | - | - | - | - |
| Qwen3 VL 235B A22B InstructAlibaba | 9.90 | - | 0.21 | 1.39 | 41 jeton/s |
| Qwen3 VL 30B A3B (Reasoning)Alibaba | 9.50 | - | 0.50 | 0.50 | - |
| Qwen3 VL 30B A3B InstructAlibaba | 7.90 | - | 0.35 | 0.60 | 29 jeton/s |
| Qwen3 VL 32B (Reasoning)Alibaba | 11.90 | - | - | - | - |
| Qwen3 VL 32B InstructAlibaba | 8.40 | - | - | - | - |
| Qwen3 VL 4B (Reasoning)Alibaba | 7.00 | - | - | - | - |
| Qwen3 VL 4B InstructAlibaba | 5.70 | - | - | - | - |
| Qwen3 VL 8B (Reasoning)Alibaba | 8.20 | - | - | - | - |
| Qwen3 VL 8B InstructAlibaba | 7.30 | - | - | - | - |
| Qwen3.5 0.8B (Non-reasoning)Alibaba | 5.40 | - | - | - | - |
| Qwen3.5 0.8B (Reasoning)Alibaba | 6.10 | - | - | - | - |
| Qwen3.5 122B A10B (Non-reasoning)Alibaba | 17.70 | - | 0.40 | 3.20 | 143 jeton/s |
| Qwen3.5 122B A10B (Reasoning)Alibaba | 15.60 | $661 | 0.40 | 3.20 | 128 jeton/s |
| Qwen3.5 27B (Non-reasoning)Alibaba | 19.40 | - | 0.30 | 2.40 | 81 jeton/s |
| Qwen3.5 27B (Reasoning)Alibaba | 22.90 | - | 0.30 | 2.40 | 77 jeton/s |
| Qwen3.5 2B (Non-reasoning)Alibaba | 6.20 | - | - | - | - |
| Qwen3.5 2B (Reasoning)Alibaba | 6.90 | - | - | - | - |
| Qwen3.5 35B A3B (Non-reasoning)Alibaba | 15.10 | - | 0.25 | 2.00 | 167 jeton/s |
| Qwen3.5 35B A3B (Reasoning)Alibaba | 19.30 | - | 0.25 | 2.00 | 145 jeton/s |
| Qwen3.5 397B A17B (Non-reasoning)Alibaba | 21.40 | - | 0.60 | 3.60 | 59 jeton/s |
| Qwen3.5 397B A17B (Reasoning)Alibaba | 18.40 | $941 | 0.60 | 3.60 | 59 jeton/s |
| Qwen3.5 4B (Non-reasoning)Alibaba | 10.80 | - | 0.03 | 0.15 | 11 jeton/s |
| Qwen3.5 4B (Reasoning)Alibaba | 13.10 | - | 0.03 | 0.15 | 15 jeton/s |
| Qwen3.5 9B (Non-reasoning)Alibaba | 13.30 | - | 0.17 | 0.25 | 80 jeton/s |
| Qwen3.5 9B (Reasoning)Alibaba | 11.20 | $329 | 0.14 | 0.20 | 61 jeton/s |
| Qwen3.6 27B (Non-reasoning)Alibaba | 19.80 | - | 0.60 | 3.60 | 57 jeton/s |
| Qwen3.6 27B (Reasoning)Alibaba | 21.40 | $1145 | 0.60 | 3.60 | 57 jeton/s |
| Qwen3.6 35B A3B (Non-reasoning)Alibaba | 15.20 | - | 0.38 | 2.25 | 147 jeton/s |
| Qwen3.6 35B A3B (Reasoning)Alibaba | 18.20 | $896 | 0.38 | 2.25 | 131 jeton/s |
| Qwen3.8 2.4T A95BAlibaba | 39.90 | $2632 | 2.00 | 6.00 | 43 jeton/s |
| Qwen3.8 27B (Low)Alibaba | 26.20 | $1060 | 0.50 | 3.00 | 50 jeton/s |
| Qwen3.8 27B (Medium)Alibaba | 27.60 | $1165 | 0.50 | 3.00 | 49 jeton/s |
| Qwen3.8 27B (Non-reasoning)Alibaba | 20.20 | $2022 | 0.50 | 3.00 | 49 jeton/s |
| Qwen3.8 27B (Xhigh)Alibaba | 33.70 | $1336 | 0.50 | 3.00 | 44 jeton/s |
| Qwen3.8-Flash-NextAlibaba | 39.80 | $363 | 0.15 | 0.47 | 52 jeton/s |
| QwQ 32BAlibaba | 9.50 | - | - | - | - |
| QwQ 32B-PreviewAlibaba | 7.60 | - | - | - | - |
| R1 1776Perplexity | 6.40 | - | - | - | - |
| Reka Flash 3Reka AI | 5.60 | - | 0.20 | 0.80 | 88 jeton/s |
| Ring-1TInclusionAI | 10.90 | - | - | - | - |
| Ring-2.6-1TInclusionAI | 16.60 | $576 | 0.30 | 2.50 | 121 jeton/s |
| Ring-flash-2.0InclusionAI | 7.20 | - | - | - | - |
| Sarvam 105B (High)Sarvam | 8.80 | - | 0.04 | 0.17 | 192 jeton/s |
| Sarvam 30B (High)Sarvam | 6.60 | - | - | - | - |
| Sarvam M (Reasoning, Based on Mistral Small 3.1)Sarvam | 5.30 | - | 0.00 | 0.00 | - |
| Seed-OSS-36B-InstructByteDance Seed | 12.10 | - | 0.21 | 0.57 | 40 jeton/s |
| Solar MiniUpstage | 6.40 | - | 0.15 | 0.15 | - |
| Solar Open 100B (Reasoning)Upstage | 10.40 | - | - | - | - |
| Solar Open2 250BUpstage | 24.70 | - | - | - | - |
| Step 3.5 FlashStepFun | 16.60 | - | 0.10 | 0.30 | 144 jeton/s |
| Step 3.7 FlashStepFun | 19.50 | - | 0.20 | 1.15 | 157 jeton/s |
| Step 5 PreviewStepFun | 43.70 | $1190 | 1.00 | 2.70 | 229 jeton/s |
| Step3 VL 10BStepFun | 7.70 | - | - | - | - |
| Tiny Aya GlobalCohere | 4.80 | - | 0.00 | 0.00 | - |
| Tri-21B-ThinkTrillion Labs | 9.00 | - | - | - | - |
| Tri-21B-think PreviewTrillion Labs | 9.60 | - | - | - | - |
| Trinity Large ThinkingArcee AI | 10.80 | $233 | 0.25 | 0.80 | 355 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.