Kimi K2.7 Code

{
  "id": "moonshotai/kimi-k2.7-code",
  "name": "Kimi K2.7 Code",
  "description": "Coding-focused Kimi model, stronger on long-horizon repo work with less overthinking",
  "family": "kimi-k2",
  "last_updated": "2026-06-12",
  "knowledge": "2025-01",
  "attachment": true,
  "reasoning": true,
  "tool_call": true,
  "structured_output": true,
  "temperature": false,
  "modalities": {
    "input": [
      "text",
      "image",
      "video"
    ],
    "output": [
      "text"
    ]
  },
  "limit": {
    "context": 262144,
    "output": 262144
  },
  "benchmarks": [
    {
      "name": "Kimi Code Bench",
      "score": 62,
      "source": "https://huggingface.co/moonshotai/Kimi-K2.7-Code",
      "harness": "Kimi Code CLI",
      "version": "v2",
      "date": "2026-06-12"
    },
    {
      "name": "Program Bench",
      "score": 53.6,
      "source": "https://huggingface.co/moonshotai/Kimi-K2.7-Code",
      "harness": "Kimi Code CLI",
      "date": "2026-06-12"
    },
    {
      "name": "MLS Bench Lite",
      "score": 35.1,
      "source": "https://huggingface.co/moonshotai/Kimi-K2.7-Code",
      "harness": "Kimi Code CLI",
      "date": "2026-06-12"
    },
    {
      "name": "MCP Atlas",
      "score": 76,
      "source": "https://huggingface.co/moonshotai/Kimi-K2.7-Code",
      "metric": "success rate",
      "harness": "Kimi Code CLI",
      "date": "2026-06-12"
    },
    {
      "name": "MCP Mark Verified",
      "score": 81.1,
      "source": "https://huggingface.co/moonshotai/Kimi-K2.7-Code",
      "metric": "success rate",
      "harness": "Kimi Code CLI",
      "date": "2026-06-12"
    },
    {
      "name": "Kimi Claw 24/7 Bench",
      "score": 46.9,
      "source": "https://huggingface.co/moonshotai/Kimi-K2.7-Code",
      "harness": "Kimi Code CLI",
      "date": "2026-06-12"
    }
  ],
  "release_date": "2026-06-12",
  "open_weights": true,
  "weights": [
    {
      "label": "Hugging Face",
      "url": "https://huggingface.co/moonshotai/Kimi-K2.7-Code"
    }
  ]
}