# Kimi K2.7 Code vs Kimi K2 Thinking Turbo

> Kimi K2 Thinking Turbo is the stronger model overall, scoring 45.8 to 43.3 on the Noometry Index.

- Canonical page: https://noometry.com/compare/kimi-k2-7-code-vs-kimi-k2-thinking-turbo
- Last updated: 2026-10-10
- Shared benchmarks: 4

## Summary

- They share 4 benchmarks with published results for both. Kimi K2.7 Code scores higher in 4 categories and Kimi K2 Thinking Turbo in 0 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Kimi K2.7 Code leads 39.0 to 32.5.
- The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 95.6% for Kimi K2.7 Code and 83.1% for Kimi K2 Thinking Turbo.

## Snapshot

| | Kimi K2.7 Code | Kimi K2 Thinking Turbo |
|---|---|---|
| Provider | Moonshot AI | Moonshot AI |
| Noometry Index | 43.3 | 45.8 |
| Rank | 94 | 70 |
| Context | 262K | — |
| Input $/M | $0.95 | — |
| Output $/M | $4 | — |
| Weights | Open | Open |

## Coding

- Kimi K2.7 Code: 42.9 (#95)
- Kimi K2 Thinking Turbo: 38.4 (#178)

| Benchmark | Kimi K2.7 Code | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena WebDev | 1473 | 1322 |
| DeepSWE | 30.5% | — |
| FrontierCode | 30.1% | — |
| SciCode | 47.5% | — |
| WeirdML | 54.1% | — |
| LMArena Coding | — | 1454 |
| ALE-Bench | 886.23 | — |

## Agentic & Tool Use

- Kimi K2.7 Code: 24.0 (#122)
- Kimi K2 Thinking Turbo: —

| Benchmark | Kimi K2.7 Code | Kimi K2 Thinking Turbo |
|---|---|---|
| APEX-Agents | 37.6% | — |
| GBAEval | 0.9% | — |
| Vending-Bench 2 | 5,083 | — |

## Reasoning

- Kimi K2.7 Code: 39.0 (#61)
- Kimi K2 Thinking Turbo: 32.5 (#75)

| Benchmark | Kimi K2.7 Code | Kimi K2 Thinking Turbo |
|---|---|---|
| Chess Puzzles | 21% | 20% |
| SimpleBench | 57.9% | — |
| CritPt | 10% | — |
| LMArena Hard Prompts | — | 1428 |
| Surface Evolver Bench | 48.8% | — |
| Epoch Capabilities Index | 149.97 | — |

## Math

- Kimi K2.7 Code: 52.9 (#48)
- Kimi K2 Thinking Turbo: 47.4 (#68)

| Benchmark | Kimi K2.7 Code | Kimi K2 Thinking Turbo |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 95.6% | 83.1% |
| FrontierMath (Tiers 1-3) | 54% | — |
| FrontierMath Tier 4 | 12.2% | — |
| LMArena Math | — | 1429 |

## Knowledge

- Kimi K2.7 Code: 53.5 (#57)
- Kimi K2 Thinking Turbo: 50.9 (#69)

| Benchmark | Kimi K2.7 Code | Kimi K2 Thinking Turbo |
|---|---|---|
| GPQA Diamond | 87.9% | 84.2% |
| SimpleQA Verified | 36.5% | — |
| LMArena Expert | — | 1439 |

## Multilingual

- Kimi K2.7 Code: —
- Kimi K2 Thinking Turbo: 51.4 (#109)

| Benchmark | Kimi K2.7 Code | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Non-English | — | 1398 |
| LMArena Chinese | — | 1456 |
| LMArena French | — | 1425 |
| LMArena German | — | 1390 |
| LMArena Japanese | — | 1357 |
| LMArena Korean | — | 1330 |
| LMArena Russian | — | 1391 |
| LMArena Spanish | — | 1406 |

## Instruction Following

- Kimi K2.7 Code: —
- Kimi K2 Thinking Turbo: 74.0 (#109)

| Benchmark | Kimi K2.7 Code | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Instruction Following | — | 1403 |

## Long Context

- Kimi K2.7 Code: —
- Kimi K2 Thinking Turbo: 43.2 (#102)

| Benchmark | Kimi K2.7 Code | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Longer Query | — | 1415 |

## Writing & Preference

- Kimi K2.7 Code: —
- Kimi K2 Thinking Turbo: 60.0 (#104)

| Benchmark | Kimi K2.7 Code | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Text | — | 1415 |
| LMArena Creative Writing | — | 1374 |
| LMArena Multi-Turn | — | 1414 |

## FAQ

### Is Kimi K2.7 Code better than Kimi K2 Thinking Turbo?

Kimi K2 Thinking Turbo is the stronger model overall, scoring 45.8 to 43.3 on the Noometry Index.

### Is Kimi K2.7 Code or Kimi K2 Thinking Turbo better for coding?

Kimi K2.7 Code scores higher on coding benchmarks: 42.9 versus 38.4 in the Noometry coding category.

### How many benchmarks do Kimi K2.7 Code and Kimi K2 Thinking Turbo share?

4 benchmarks have published results for both models. Kimi K2.7 Code has 19 scored results on Noometry and Kimi K2 Thinking Turbo has 21.