Kimi K2.7 Code
Weights and memory
| Format | File size | Your device | Link | ||
|---|---|---|---|---|---|
| — | 595 GB | 568 GB ◇ | Hugging Face |
Published by the lab. File size is what the repository lists; for original weights it is the total of the weight files, which can include more than one variant. ● memory stated by the publisher · ◇ estimate from file size, an 8K-token context and 0.5 GB for the runtime. Unknown means there is no figure to go on. Checked 2026-10-11.
Tests on this site
Not in the first test roundCode, agent, embedding and safety models are listed with their sources only. What will be tested
Third-party scores
Measured by other sites on hosted endpoints. A quantized file you run yourself may score differently.
OpenRouter evals
| Endpoint | Benchmark | Score | Tasks run |
|---|---|---|---|
| moonshotai/kimi-k2.7-code-20260612 | 86.0% ± 1.8 | 1,980 | |
| moonshotai/kimi-k2.7-code-20260612 | 73.4% ± 2.6 | 600 |
Source: OpenRouter evals (openrouter.ai) via OpenRouter (openrouter.ai/rankings). openrouter.ai
Artificial Analysis
| Endpoint | Intelligence | Coding | Agentic |
|---|---|---|---|
| Kimi K2.7 Code | 25.8 | 60.8 | 21.0 |
Source: Artificial Analysis (artificialanalysis.ai) via OpenRouter (openrouter.ai/rankings). artificialanalysis.ai
Design Arena
| Endpoint | Category | Win rate | |
|---|---|---|---|
| moonshotai/kimi-k2.7-code-20260612 | website | 1268 | 51.4% |
| moonshotai/kimi-k2.7-code-20260612 | uicomponent | 1265 | 51.0% |
| moonshotai/kimi-k2.7-code-20260612 | codecategories | 1257 | 50.0% |
| moonshotai/kimi-k2.7-code-20260612 | 3d | 1245 | 50.5% |
| moonshotai/kimi-k2.7-code-20260612 | dataviz | 1231 | 48.8% |
| moonshotai/kimi-k2.7-code-20260612 | gamedev | 1225 | 47.0% |
| moonshotai/kimi-k2.7-code-20260612 | asciiart | 1205 | 48.6% |
| moonshotai/kimi-k2.7-code-20260612 | svg | 1175 | 44.4% |
Source: Design Arena (www.designarena.ai) via OpenRouter (openrouter.ai/rankings). designarena.ai