Kimi K2.7 CodevsKimi K2.6
Across 7 shared benchmarks, Kimi K2.7 Code leads overall: Kimi K2.7 Code wins 6, Kimi K2.6 wins 1, with 0 ties and an average score difference of +7.56.
Kimi K2.7 Code
Moonshot AI · 2026-06-12 · Coding model
Kimi K2.6
Moonshot AI · 2026-04-20 · Reasoning model
Kimi K2.7 Code6 wins(86%)(14%)1 winKimi K2.6
Benchmark scores
Grouped by capability, sorted by largest gap within each. 7 shared benchmarks.
AI Agent - Tool Usage
Kimi K2.7 Code 3/3| Benchmark | Kimi K2.7 Code | Kimi K2.6 | Diff |
|---|---|---|---|
| Terminal-Bench 2.1 | 67.0433 / 43Thinking (With Tools) | 53.5642 / 43Thinking (No Tools) | +13.48 |
| MCPMark-Verified | 81.102 / 3Thinking (With Tools) | 72.803 / 3Thinking (With Tools) | +8.30 |
| MCP-Atlas | 7617 / 38Thinking (With Tools) | 69.4028 / 38Thinking (With Tools) | +6.60 |
Coding and Software Engineer
Kimi K2.7 Code 3/3| Benchmark | Kimi K2.7 Code | Kimi K2.6 | Diff |
|---|---|---|---|
| Kimi Code Bench 2.0 | 622 / 3Thinking (With Tools) | 50.903 / 3Thinking (With Tools) | +11.10 |
| MLS Bench | 35.103 / 4Thinking (With Tools) | 26.704 / 4Thinking (With Tools) | +8.40 |
| Program Bench | 53.603 / 5Thinking (With Tools) | 48.304 / 5Thinking (With Tools) | +5.30 |
General Knowledge
Kimi K2.6 1/1| Benchmark | Kimi K2.7 Code | Kimi K2.6 | Diff |
|---|---|---|---|
| LiveBench | 71.8930 / 115Normal (No Tools) | 72.1728 / 115Thinking (No Tools) | -0.28 |
Specs
| Field | Kimi K2.7 Code | Kimi K2.6 |
|---|---|---|
| Publisher | Moonshot AI | Moonshot AI |
| Release date | 2026-06-12 | 2026-04-20 |
| Model type | Coding model | Reasoning model |
| Architecture | MoE | MoE |
| Parameters | 1T | 1T |
| Context length | 256K | 256K |
| Max output | Not available | Not available |
API pricing
Prices use DataLearner records when available; missing fields are not inferred.
| Item | Kimi K2.7 Code | Kimi K2.6 |
|---|---|---|
| Text input | $0.95 / 1M tokens | $0.95 / 1M tokens |
| Text output | $4 / 1M tokens | $4 / 1M tokens |
| Cache read | $0.19 / 1M tokens | $0.16 / 1M tokens |
| Cache write | Not public | $0.95 / 1M tokens |
Summary
- Kimi K2.7 Codeleads in:AI Agent - Tool Usage (3/3), Coding and Software Engineer (3/3)
- Kimi K2.6leads in:General Knowledge (1/1)
On average across the 7 shared benchmarks, Kimi K2.7 Code scores 7.56 higher.
Largest single-benchmark gap: Terminal-Bench 2.1 — Kimi K2.7 Code 67.04 vs Kimi K2.6 53.56 (+13.48).
Page generated from structured model, pricing and benchmark records. No real-time LLM is used to write the prose.