Datasets:
License:
File size: 5,070 Bytes
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"dataset": "benchmarks-llm",
"version": "1.0.0",
"updated": "2026-08-12",
"sources": [
"https://api-docs.deepseek.com/updates/",
"https://api-docs.deepseek.com/quick_start/pricing/",
"https://artificialanalysis.ai/models/comparisons/deepseek-v4-flash-vs-mistral-medium-3-5",
"https://artificialanalysis.ai/models/mistral-large-3",
"https://benchlm.ai/best/mistral-models",
"https://mistral.ai/pricing/",
"https://developer.nvidia.com/blog/nvidia-nemotron-3-5-lightning-delivers-fast-accurate-specialized-task-execution-for-long-running-agents/",
"https://openrouter.ai/nvidia/nemotron-3.5-lightning:free",
"Rapport interne titoune33 (11-12/08/2026)"
],
"license": "CC BY 4.0 (données factuelles ; rapports internes titoune33)",
"models": [
{
"id": "deepseek-v4-flash-0731",
"vendor": "DeepSeek",
"release_date": "2026-07-31",
"architecture": "MoE",
"params_total_b": 284,
"params_active_b": 13,
"context_tokens": 1000000,
"input_image": false,
"open_weights": true,
"license": "MIT",
"price_input_usd_per_mtok": 0.14,
"price_output_usd_per_mtok": 0.28,
"price_cache_hit_usd_per_mtok": 0.0028,
"intelligence_aa_index": 52,
"speed_output_tok_per_s": 131,
"time_to_first_token_s": 1.44,
"agent_benchmarks": {
"terminal_bench_2_1": 82.7,
"nl2repo": 54.2,
"cybergym": 76.7,
"deepswe": 54.4,
"toolathlon": 70.3,
"agent_last_exam": 25.2,
"automation_bench": 25.1
},
"notes": "Release officielle remplaçant la preview d'avril 2026. DeepSeek-V4-Pro annoncé."
},
{
"id": "mistral-large-3",
"vendor": "Mistral",
"release_date": "2025-12-01",
"architecture": "MoE",
"params_total_b": 675,
"params_active_b": 41,
"context_tokens": 262000,
"input_image": true,
"open_weights": false,
"license": "proprietary",
"price_input_usd_per_mtok": 0.5,
"price_output_usd_per_mtok": 1.5,
"benchalign_v5": 49.4,
"benchalign_multimodal": 67,
"benchalign_math": 65,
"intelligence_aa_index": 16,
"notes": "Index AA mesuré déc. 2025 sur une version antérieure de l'index. Fort en prose française (réputation)."
},
{
"id": "mistral-medium-3-5",
"vendor": "Mistral",
"release_date": "2026-04-01",
"architecture": "MoE",
"params_total_b": 128,
"context_tokens": 256000,
"input_image": true,
"open_weights": true,
"license": "modified-open",
"price_input_usd_per_mtok": 1.16,
"price_output_usd_per_mtok": 1.16,
"intelligence_aa_index": 30,
"speed_output_tok_per_s": 147,
"notes": "Modèle par défaut de Vibe (ex-Le Chat). ~20x plus cher que DeepSeek V4 Flash."
},
{
"id": "mistral-small-4",
"vendor": "Mistral",
"release_date": "2026-01-01",
"architecture": null,
"context_tokens": 256000,
"intelligence_aa_index": 20,
"notes": "Modèle d'entrée de gamme."
},
{
"id": "nvidia-nemotron-3-5-lightning",
"vendor": "NVIDIA",
"release_date": "2026-08-11",
"architecture": "MoE",
"params_total_b": 30,
"params_active_b": 3,
"context_tokens": 1000000,
"max_output_tokens": 64000,
"intelligence_aa_index": 24,
"price_input_usd_per_mtok": 0.05,
"price_output_usd_per_mtok": 0.20,
"pinchbench_accuracy_pct": 86,
"notes": "Modèle d'exécution pour agents longue durée. Local : DGX Spark, RTX 5090, Jetson, llama.cpp. Gratuit sur OpenRouter (:free, ~20 RPM / 200 req/jour). Recommandé comme sous-agent d'un modèle frontalier."
},
{
"id": "mimo-v2-5",
"vendor": "Xiaomi",
"release_date": "2026-04-22",
"architecture": "MoE",
"params_total_b": 310,
"params_active_b": 15,
"context_tokens": 1000000,
"input_image": true,
"input_video": true,
"input_audio": true,
"reasoning": true,
"open_weights": true,
"license": "MIT",
"price_input_usd_per_mtok": 0.14,
"price_output_usd_per_mtok": 0.28,
"price_cache_hit_usd_per_mtok": 0.0028,
"price_avg_usd_per_mtok": 0.06,
"free_openrouter": true,
"intelligence_aa_index": 38,
"speed_output_tok_per_s": 80,
"time_to_first_token_s": 2.84,
"response_500_tokens_s": 9,
"agent_benchmarks": {
"swe_bench_verified": 71.0,
"swe_bench_pro": 56.1,
"terminal_bench_2_1": 60.7,
"claweval_pass3_pct": 64.0,
"gpqa_diamond_rank": "57/130",
"mmlu_pro_rank": "69/130",
"livecodebench_rank": "55/135",
"mmmu_rank": "40/88"
},
"benchlm_public_score": 58.3,
"benchlm_rank": 74,
"vals_index_pct": 51.6,
"notes": "Multimodal natif (texte, image, vidéo, audio). Écosystème Xiaomi (MiMo Code, Claw). Verdict rapport : DeepSeek pour texte/codage, MiMo pour multimodal."
}
]
}
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