{
  "id": "llm-month",
  "title": "LLM 月榜",
  "description": "查看最近一个月的模型热度与用量变化。",
  "category": "真实使用",
  "sourceLabel": "公开榜单页面与模型目录",
  "sourceUrl": "https://openrouter.ai/rankings?view=month",
  "updatedAt": "2026-03-26T07:00:14.162Z",
  "methodology": "直接抓取公开榜单页面中的 Top Models 区块，并补充模型上下文和说明。",
  "items": [
    {
      "rank": 1,
      "model": "Minimax M2.5",
      "provider": "MiniMax",
      "score": "6.79T",
      "change": 59,
      "summary": "MiniMax-M2.5 is a SOTA large language model designed for real-world productivity. Trained in a diverse range of complex real-world digita…",
      "link": "https://openrouter.ai/minimax/minimax-m2.5-20260211",
      "metrics": {
        "window": "30d",
        "tokens": "6.79T",
        "change": "+59%",
        "context": "197K"
      },
      "secondary_en": "MiniMax",
      "secondary_zh": "MiniMax",
      "summary_zh": "MiniMax-M2.5是一款专为现实世界生产力设计的先进大型语言模型。它通过多样化的复杂现实世界数字场景训练而成…",
      "summary_en": "MiniMax-M2.5 is a SOTA large language model designed for real-world productivity. Trained in a diverse range of complex real-world digita…"
    },
    {
      "rank": 2,
      "model": "Step 3.5 Flash (free)",
      "provider": "StepFun",
      "score": "4.62T",
      "change": 498,
      "summary": "Step 3.5 Flash is StepFun's most capable open-source foundation model. Built on a sparse Mixture of Experts (MoE) architecture, it select…",
      "link": "https://openrouter.ai/stepfun/step-3.5-flash:free",
      "metrics": {
        "window": "30d",
        "tokens": "4.62T",
        "change": "+498%",
        "context": "256K"
      },
      "secondary_en": "StepFun",
      "secondary_zh": "StepFun",
      "summary_zh": "Step 3.5 Flash是StepFun最强大的开源基础模型。它基于稀疏专家混合（MoE）架构构建，能够智能选择……",
      "summary_en": "Step 3.5 Flash is StepFun's most capable open-source foundation model. Built on a sparse Mixture of Experts (MoE) architecture, it select…"
    },
    {
      "rank": 3,
      "model": "Gemini 3 Flash Preview",
      "provider": "Google",
      "score": "4.33T",
      "change": 31,
      "summary": "Gemini 3 Flash Preview is a high speed, high value thinking model designed for agentic workflows, multi turn chat, and coding assistance.…",
      "link": "https://openrouter.ai/google/gemini-3-flash-preview-20251217",
      "metrics": {
        "window": "30d",
        "tokens": "4.33T",
        "change": "+31%",
        "context": "1.0M"
      },
      "secondary_en": "Google",
      "secondary_zh": "Google",
      "summary_zh": "Gemini 3 Flash Preview是一款专为智能体工作流、多轮对话及编程辅助设计的高速、高性价比思维模型。",
      "summary_en": "Gemini 3 Flash Preview is a high speed, high value thinking model designed for agentic workflows, multi turn chat, and coding assistance.…"
    },
    {
      "rank": 4,
      "model": "Deepseek V3.2",
      "provider": "DeepSeek",
      "score": "4.22T",
      "change": 48,
      "summary": "DeepSeek-V3.2 is a large language model designed to harmonize high computational efficiency with strong reasoning and agentic tool-use pe…",
      "link": "https://openrouter.ai/deepseek/deepseek-v3.2-20251201",
      "metrics": {
        "window": "30d",
        "tokens": "4.22T",
        "change": "+48%",
        "context": "164K"
      },
      "secondary_en": "DeepSeek",
      "secondary_zh": "DeepSeek",
      "summary_zh": "DeepSeek-V3.2是一款大型语言模型，旨在实现高计算效率与强大推理及智能体工具使用能力的完美结合……",
      "summary_en": "DeepSeek-V3.2 is a large language model designed to harmonize high computational efficiency with strong reasoning and agentic tool-use pe…"
    },
    {
      "rank": 5,
      "model": "Claude Sonnet 4.6",
      "provider": "Anthropic",
      "score": "3.67T",
      "change": 885,
      "summary": "Sonnet 4.6 is Anthropic's most capable Sonnet-class model yet, with frontier performance across coding, agents, and professional work. It…",
      "link": "https://openrouter.ai/anthropic/claude-4.6-sonnet-20260217",
      "metrics": {
        "window": "30d",
        "tokens": "3.67T",
        "change": "+885%",
        "context": "1.0M"
      },
      "secondary_en": "Anthropic",
      "secondary_zh": "Anthropic",
      "summary_zh": "Sonnet 4.6是Anthropic迄今为止最强大的Sonnet系列模型，在编程、智能体应用和专业工作领域均展现出前沿性能。它……",
      "summary_en": "Sonnet 4.6 is Anthropic's most capable Sonnet-class model yet, with frontier performance across coding, agents, and professional work. It…"
    },
    {
      "rank": 6,
      "model": "Claude Opus 4.6",
      "provider": "Anthropic",
      "score": "3.6T",
      "change": 159,
      "summary": "Opus 4.6 is Anthropic’s strongest model for coding and long-running professional tasks. It is built for agents that operate across entire…",
      "link": "https://openrouter.ai/anthropic/claude-4.6-opus-20260205",
      "metrics": {
        "window": "30d",
        "tokens": "3.6T",
        "change": "+159%",
        "context": "1.0M"
      },
      "secondary_en": "Anthropic",
      "secondary_zh": "Anthropic",
      "summary_zh": "Opus 4.6是Anthropic针对编程和长时间专业任务推出的最强模型。它专为能在整个...范围内运行的智能体而构建。",
      "summary_en": "Opus 4.6 is Anthropic’s strongest model for coding and long-running professional tasks. It is built for agents that operate across entire…"
    },
    {
      "rank": 7,
      "model": "Mimo V2 Pro",
      "provider": "Xiaomi",
      "score": "2.97T",
      "change": null,
      "summary": "MiMo-V2-Pro is Xiaomi's flagship foundation model, featuring over 1T total parameters and a 1M context length, deeply optimized for agent…",
      "link": "https://openrouter.ai/xiaomi/mimo-v2-pro-20260318",
      "metrics": {
        "window": "30d",
        "tokens": "2.97T",
        "change": "new",
        "context": "1.0M"
      },
      "secondary_en": "Xiaomi",
      "secondary_zh": "Xiaomi",
      "summary_zh": "MiMo-V2-Pro是小米的旗舰基础模型，拥有超过1万亿总参数和100万上下文长度，专为智能体场景深度优化……",
      "summary_en": "MiMo-V2-Pro is Xiaomi's flagship foundation model, featuring over 1T total parameters and a 1M context length, deeply optimized for agent…"
    },
    {
      "rank": 8,
      "model": "Kimi K2.5 0127",
      "provider": "MoonshotAI",
      "score": "2.72T",
      "change": -31,
      "summary": "Kimi K2.5 is Moonshot AI's native multimodal model, delivering state-of-the-art visual coding capability and a self-directed agent swarm…",
      "link": "https://openrouter.ai/moonshotai/kimi-k2.5-0127",
      "metrics": {
        "window": "30d",
        "tokens": "2.72T",
        "change": "-31%",
        "context": "262K"
      },
      "secondary_en": "MoonshotAI",
      "secondary_zh": "MoonshotAI",
      "summary_zh": "Kimi K2.5是月之暗面AI自主研发的原生多模态模型，具备顶尖的视觉编码能力与自主智能体集群…",
      "summary_en": "Kimi K2.5 is Moonshot AI's native multimodal model, delivering state-of-the-art visual coding capability and a self-directed agent swarm…"
    },
    {
      "rank": 9,
      "model": "Gemini 2.5 Flash",
      "provider": "Google",
      "score": "2.35T",
      "change": 29,
      "summary": "Gemini 2.5 Flash is Google's state-of-the-art workhorse model, specifically designed for advanced reasoning, coding, mathematics, and sci…",
      "link": "https://openrouter.ai/google/gemini-2.5-flash",
      "metrics": {
        "window": "30d",
        "tokens": "2.35T",
        "change": "+29%",
        "context": "1.0M"
      },
      "secondary_en": "Google",
      "secondary_zh": "Google",
      "summary_zh": "Gemini 2.5 Flash是谷歌推出的尖端主力模型，专为高级推理、编程、数学及科学计算等领域而设计。",
      "summary_en": "Gemini 2.5 Flash is Google's state-of-the-art workhorse model, specifically designed for advanced reasoning, coding, mathematics, and sci…"
    },
    {
      "rank": 10,
      "model": "Grok 4.1 Fast",
      "provider": "xAI",
      "score": "2.33T",
      "change": 15,
      "summary": "Grok 4.1 Fast is xAI's best agentic tool calling model that shines in real-world use cases like customer support and deep research. 2M co…",
      "link": "https://openrouter.ai/x-ai/grok-4.1-fast",
      "metrics": {
        "window": "30d",
        "tokens": "2.33T",
        "change": "+15%",
        "context": "2.0M"
      },
      "secondary_en": "xAI",
      "secondary_zh": "xAI",
      "summary_zh": "Grok 4.1 Fast是xAI旗下最出色的代理工具调用模型，在客户支持和深度研究等实际应用场景中表现卓越。",
      "summary_en": "Grok 4.1 Fast is xAI's best agentic tool calling model that shines in real-world use cases like customer support and deep research. 2M co…"
    }
  ]
}