BlogLLM Benchmark Scores as Published, Side by Side
Kimi K2.7 Code: Benchmark Scores as Published
Every result the catalog holds for Kimi K2.7 Code: 6 tests in 4 areas, from 3 pages. All were printed by Moonshot AI itself. Each number is as printed; nothing is ranked or rescored.
Developer Moonshot AIReleased 2026-06-11Context window 256KInput Image, videoOutput TextWeights Open (Modified MIT License)Data version 2026103001, as of 2026-10-30
Knowledge Work
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| Kimi Claw 24/7 Bench | 46.9% | Moonshot AI, Kimi K2.7 Code model cardchecked 2026-10-15 | Harness: OpenClaw; Context: 262144 |
Agentic Coding
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| ProgramBench | 53.6% | Moonshot AI, Kimi K2.7 Code model cardchecked 2026-10-15 | Context: 262144 |
| Kimi Code Bench 2.0 | 62% | Moonshot AI, Kimi K2.7 Code model cardchecked 2026-10-15 | Context: 262144 |
ML Engineering
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| MLS-Bench-Lite | 35.1 | Moonshot AI, Kimi K2.7 Code model cardchecked 2026-10-15 | Context: 262144 |
Tool Use and Workflows
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| MCP Atlas | 76% | Moonshot AI, Kimi K2.7 Code model cardchecked 2026-10-15 | Context: 262144 |
| MCPMark-Verified | 81.1% | Moonshot AI, Kimi K2.7 Code model cardchecked 2026-10-15 | Context: 262144 |
Price
API list prices in US dollars per one million tokens, as printed on the developer's pricing page on the day checked. Cost per task is measured by Vals AI.
| Price | Value | Printed by | Setup as printed |
|---|---|---|---|
| Input | $0.95 | Moonshot AI, Kimi API pricing (international platform)checked 2026-10-19 | - |
| Cached input | $0.19 | Moonshot AI, Kimi API pricing (international platform)checked 2026-10-19 | - |
| Output | $4 | Moonshot AI, Kimi API pricing (international platform)checked 2026-10-19 | - |
| Cost per taskVals AI, USD, lower is better | $3.84 | Vals AI, Vibe Code Bench v1.1 leaderboardchecked 2026-10-27 | Harness: OpenHands |
More from Moonshot AI
Every number here is read from the same catalog file as the benchmark table, data version 2026103001. Where one page printed the model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.