{
  "slug": "kimi-k2-6",
  "order": 66,
  "name": "Kimi K2.6 (1T)",
  "baseTitle": "Kimi K2.6",
  "company": "Moonshot AI",
  "country": "China",
  "flag": "🇨🇳",
  "date": "2026-04-20",
  "decoderType": "Sparse MoE",
  "attention": "MLA",
  "layerMix": "61 MLA",
  "scale": "1T total, 32B active (3.2% active)",
  "totalParams": 1000000000000,
  "activeParams": 32000000000,
  "context": "256,000",
  "contextTokens": 256000,
  "license": "Modified MIT License",
  "kvCacheText": "68.6 KiB",
  "kvCacheKiB": 68.6,
  "kvCacheLevel": "Low",
  "summary": "Native-multimodal K2.5 successor that keeps the same 1T sparse MoE backbone while targeting stronger long-horizon coding, design, and agent orchestration.",
  "keyDetail": "Uses the same text architecture as Kimi K2.5, with the main change coming from the multimodal and agentic training recipe.",
  "image": {
    "full": "https://sebastianraschka.com/llm-architecture-gallery/images/architectures/kimi-k2-6.webp",
    "thumb": "https://sebastianraschka.com/llm-architecture-gallery/images/architectures/thumbnails/kimi-k2-6.webp",
    "alt": "Figure 1: Kimi K2.6",
    "width": 960,
    "height": 930
  },
  "articleUrl": null,
  "links": [
    {
      "label": "config.json",
      "href": "https://huggingface.co/moonshotai/Kimi-K2.6/blob/main/config.json",
      "title": "moonshotai/Kimi-K2.6"
    },
    {
      "label": "License",
      "href": "https://huggingface.co/moonshotai/Kimi-K2.6/blob/main/LICENSE",
      "title": null
    },
    {
      "label": "Tech report",
      "href": "https://www.kimi.com/blog/kimi-k2-6.html",
      "title": null
    }
  ],
  "concepts": [
    {
      "slug": "mla",
      "label": "MLA",
      "name": "Multi-Head Latent Attention",
      "url": "https://llm-atlas-7or.pages.dev/concepts/mla/"
    },
    {
      "slug": "moe",
      "label": "MoE",
      "name": "Mixture of Experts",
      "url": "https://llm-atlas-7or.pages.dev/concepts/moe/"
    }
  ],
  "aai": {
    "v4": {
      "label": "AA Intelligence Index v4.3.2",
      "total": 27,
      "profile": {
        "General": 38.6,
        "Scientific": 22.7,
        "Coding": 26,
        "Agents": 19.1
      },
      "url": "https://artificialanalysis.ai/models/kimi-k2-6"
    }
  },
  "sourceUrl": "https://sebastianraschka.com/llm-architecture-gallery/#card-kimi-k2-6",
  "family": "moe",
  "url": "https://llm-atlas-7or.pages.dev/models/kimi-k2-6/",
  "markdownUrl": "https://llm-atlas-7or.pages.dev/models/kimi-k2-6.md"
}