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Moonshot releases Kimi K2.6

Moonshot AIKimi models

Moonshot released Kimi K2.6, an open-weight 1-trillion-parameter multimodal model with 32 billion active parameters focused on long coding tasks. The model coordinates up to 300 sub-agents over 4,000 steps, with a 256K-token context. It scored 80.2% on SWE-bench Verified and 96.4% on AIME 2026, released under a modified MIT licence.

  • 1-trillion-parameter mixture-of-experts model with 32 billion active per token; 384 total experts with 8 selected per token
  • Coordinates up to 300 sub-agents executing 4,000 coordinated steps for parallel task execution and autonomous operations
  • 256K-token context; handles text, images and video with MoonViT 400M-parameter vision encoder and thinking/instant modes
  • Scored 80.2% on SWE-bench Verified and 96.4% on AIME 2026; supports code generation across Rust, Go, Python and other languages
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