Kimi K2.6
MoEKimi
Moonshot's flagship 1T MoE with 32B active params and 256K context. BenchLM 89.9 (#6/111); SWE-bench on par with Claude Opus 4.6; supports 300 parallel sub-agents. Needs 584GB+ RAM+VRAM for Q4 local — cloud/API recommended.
Provider
Moonshot AI
Parameters
32B active / 1T total (MoE)
Context
262.144K
Released
2026-04-20
VRAM Requirements by Quantization
| Method | Disk Size | VRAM Required | Fits GPUs |
|---|---|---|---|
| BF16 (reference) | 1800 GB | 1900 GB | 0 GPUs |
| Q4_K_M (est.) | 540 GB | 584 GB | 0 GPUs |
Benchmark Scores
mmlu88.5%
humaneval91%
Scores are approximate and may vary by quantization level.
HuggingFace
moonshotai/Kimi-K2.6