Kimi K2.7 Code
| Released | 2026-06-12 |
|---|---|
| Price per 1M | $0.95 in · $4.00 out |
| Overall score | 55.4 · rank 72 |
| Context window | 262,144 tokens |
| Provider | Moonshot AI |
| Weights | Open weights |
Scores
| Dimension | Score | Rank | Benchmarks |
|---|---|---|---|
| Overall: Balanced | 55.4 | 72 | 20 |
| Overall: Coding | 55.2 | 68 | 16 |
| Overall: Reasoning | 55.4 | 71 | 8 |
| Overall: Agentic work | 56.6 | 64 | 14 |
| Overall: Frontend | 52.7 | 73 | 8 |
| Coding | 55.3 | 69 | 6 |
| Agents | 57.2 | 59 | 4 |
| Reasoning | 56.1 | 76 | 4 |
| Math | 56.5 | 59 | 3 |
| Knowledge | 52.0 | 81 | 1 |
| Frontend | 51.5 | 71 | 2 |
| Value vs price | +6.1 | 63 |
Configurations
| Configuration | Balanced | Benchmarks |
|---|---|---|
| Unspecified setting | 55.2 ±1.4 | 19 |
| Non-reasoning | 56.2 ±5.1 | 1 |
Evidence
Coding 55.3 ±1.4
| Benchmark | Result | Source | Date |
|---|---|---|---|
| FrontierCode | 30.1% | Epoch AI | 2026-11-11 |
| DeepSWE | 30.5% | Epoch AI | 2026-11-11 |
| SWE-bench Verified (Vals run) | 78.2% | Vals AI | 2026-09-01 |
| SciCode | 47.8% | Epoch AI | 2026-11-11 |
| LiveCodeBench (Vals run) | 82.1% | Vals AI | 2026-09-01 |
| ProgramBench | 0.0% | Vals AI | 2026-11-09 |
Agents 57.2 ±2.5
| Benchmark | Result | Source | Date |
|---|---|---|---|
| APEX-Agents | 37.6% | Epoch AI | 2026-11-11 |
| Terminal-Bench 2.1 (Vals run) | 67.0% | Vals AI | 2026-10-01 |
| SkillsBench | 50.0% | Vals AI | 2026-10-29 |
| Vending-Bench 2 | $5,083 | Epoch AI | 2026-11-11 |
Reasoning 56.1 ±3.0
| Benchmark | Result | Source | Date |
|---|---|---|---|
| GPQA Diamond | 87.9% | Epoch AI | 2026-08-07 |
| CritPt | 10.0% | Epoch AI | 2026-11-11 |
| Chess Puzzles | 14.0% | Epoch AI | 2026-10-13 |
| SimpleBench | 57.9% | SimpleBench | 2026-07-09 |
| SimpleBench | 57.9% | Epoch AI | 2026-11-11 |
Math 56.5 ±2.0
| Benchmark | Result | Source | Date |
|---|---|---|---|
| FrontierMath Tiers 1-3 | 54.0% | Epoch AI | 2026-06-13 |
| FrontierMath Tier 4 | 12.2% | Epoch AI | 2026-06-13 |
| OTIS Mock AIME 2024-2025 | 95.6% | Epoch AI | 2026-08-07 |
Knowledge 52.0 ±3.0
| Benchmark | Result | Source | Date |
|---|---|---|---|
| SimpleQA Verified | 36.5% | Epoch AI | 2026-08-27 |
Frontend 51.5 ±0.7
| Benchmark | Result | Source | Date |
|---|---|---|---|
| Vibe Code Bench v1.1 | 47.2% | Vals AI | 2026-11-09 |
| LMArena WebDev | 1,474 | LMArena | 2026-11-09 |
Names matched to this model
kimi-k2-7-code