# Kimi K2.7 Code vs QwQ-32B

> Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 39.8 on the Noometry Index.

- Canonical page: https://noometry.com/compare/kimi-k2-7-code-vs-qwq-32b
- Last updated: 2026-10-12
- Shared benchmarks: 4

## Summary

- They share 4 benchmarks with published results for both. Kimi K2.7 Code scores higher in 4 categories and QwQ-32B in 0 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Kimi K2.7 Code leads 53.5 to 37.2.
- The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 95.6% for Kimi K2.7 Code and 59.2% for QwQ-32B.

## Snapshot

| | Kimi K2.7 Code | QwQ-32B |
|---|---|---|
| Provider | Moonshot AI | Alibaba (Qwen) |
| Noometry Index | 43.3 | 39.8 |
| Rank | 94 | 159 |
| Context | 262K | — |
| Input $/M | $0.95 | — |
| Output $/M | $4 | — |
| Weights | Open | Open |

## Coding

- Kimi K2.7 Code: 42.9 (#95)
- QwQ-32B: 35.4 (#226)

| Benchmark | Kimi K2.7 Code | QwQ-32B |
|---|---|---|
| DeepSWE | 30.5% | — |
| FrontierCode | 30.1% | — |
| Aider Polyglot | — | 20.9% |
| LMArena WebDev | 1473 | — |
| SciCode | 47.5% | — |
| WeirdML | 54.1% | — |
| BigCodeBench Instruct | — | 44.6% |
| LiveBench Coding | — | 72.2% |
| LMArena Coding | — | 1333 |
| BigCodeBench Complete | — | 54.4% |
| ALE-Bench | 886.23 | — |

## Agentic & Tool Use

- Kimi K2.7 Code: 24.0 (#122)
- QwQ-32B: —

| Benchmark | Kimi K2.7 Code | QwQ-32B |
|---|---|---|
| APEX-Agents | 37.6% | — |
| GBAEval | 0.9% | — |
| Vending-Bench 2 | 5,083 | — |

## Reasoning

- Kimi K2.7 Code: 39.0 (#61)
- QwQ-32B: 23.7 (#174)

| Benchmark | Kimi K2.7 Code | QwQ-32B |
|---|---|---|
| Chess Puzzles | 21% | 5% |
| Epoch Capabilities Index | 149.97 | 137.6 |
| SimpleBench | 57.9% | — |
| CritPt | 10% | — |
| LiveBench Reasoning | — | 83.5% |
| LMArena Hard Prompts | — | 1325 |
| LiveBench Data Analysis | — | 65% |
| Surface Evolver Bench | 48.8% | — |
| ForecastBench | — | 58.3 |
| LiveBench | — | 72% |

## Math

- Kimi K2.7 Code: 52.9 (#48)
- QwQ-32B: 38.0 (#143)

| Benchmark | Kimi K2.7 Code | QwQ-32B |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 95.6% | 59.2% |
| FrontierMath (Tiers 1-3) | 54% | — |
| FrontierMath Tier 4 | 12.2% | — |
| LiveBench Math | — | 77.8% |
| LMArena Math | — | 1359 |

## Knowledge

- Kimi K2.7 Code: 53.5 (#57)
- QwQ-32B: 37.2 (#158)

| Benchmark | Kimi K2.7 Code | QwQ-32B |
|---|---|---|
| GPQA Diamond | 87.9% | 65.3% |
| SimpleQA Verified | 36.5% | — |
| Confabulations | — | 15.6% |
| LMArena Expert | — | 1324 |

## Multilingual

- Kimi K2.7 Code: —
- QwQ-32B: 44.8 (#176)

| Benchmark | Kimi K2.7 Code | QwQ-32B |
|---|---|---|
| LMArena Non-English | — | 1305 |
| LMArena Chinese | — | 1378 |
| LMArena French | — | 1336 |
| LMArena German | — | 1313 |
| LMArena Japanese | — | 1262 |
| LMArena Korean | — | 1279 |
| LMArena Russian | — | 1297 |
| LMArena Spanish | — | 1354 |

## Instruction Following

- Kimi K2.7 Code: —
- QwQ-32B: 72.6 (#137)

| Benchmark | Kimi K2.7 Code | QwQ-32B |
|---|---|---|
| LiveBench Instruction Following | — | 81.8% |
| LMArena Instruction Following | — | 1297 |

## Long Context

- Kimi K2.7 Code: —
- QwQ-32B: 49.0 (#11)

| Benchmark | Kimi K2.7 Code | QwQ-32B |
|---|---|---|
| Fiction.LiveBench | — | 83.3% |
| LMArena Longer Query | — | 1308 |

## Writing & Preference

- Kimi K2.7 Code: —
- QwQ-32B: 50.6 (#180)

| Benchmark | Kimi K2.7 Code | QwQ-32B |
|---|---|---|
| LMArena Text | — | 1329 |
| LMArena Creative Writing | — | 1288 |
| Short-Story Creative Writing | — | 80.2% |
| EQ-Bench Creative Writing | — | 1257 |
| LMArena Multi-Turn | — | 1314 |
| LiveBench Language | — | 51.4% |

## FAQ

### Is Kimi K2.7 Code better than QwQ-32B?

Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 39.8 on the Noometry Index.

### Is Kimi K2.7 Code or QwQ-32B better for coding?

Kimi K2.7 Code scores higher on coding benchmarks: 42.9 versus 35.4 in the Noometry coding category.

### How many benchmarks do Kimi K2.7 Code and QwQ-32B share?

4 benchmarks have published results for both models. Kimi K2.7 Code has 19 scored results on Noometry and QwQ-32B has 36.