# Kimi K2.7 Code vs Qwen2.5 Plus 1127

> Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 38.8 on the Noometry Index.

- Canonical page: https://noometry.com/compare/kimi-k2-7-code-vs-qwen2-5-plus
- Last updated: 2026-10-11
- Shared benchmarks: 0

## Summary

- The widest gap is in knowledge, where Kimi K2.7 Code leads 53.5 to 35.5.
- Kimi K2.7 Code has downloadable open weights; the other is API-only.

## Snapshot

| | Kimi K2.7 Code | Qwen2.5 Plus 1127 |
|---|---|---|
| Provider | Moonshot AI | Alibaba (Qwen) |
| Noometry Index | 43.3 | 38.8 |
| Rank | 94 | 181 |
| Context | 262K | — |
| Input $/M | $0.95 | — |
| Output $/M | $4 | — |
| Weights | Open | Proprietary |

## Coding

- Kimi K2.7 Code: 42.9 (#95)
- Qwen2.5 Plus 1127: 38.5 (#175)

| Benchmark | Kimi K2.7 Code | Qwen2.5 Plus 1127 |
|---|---|---|
| DeepSWE | 30.5% | — |
| FrontierCode | 30.1% | — |
| LMArena WebDev | 1473 | — |
| SciCode | 47.5% | — |
| WeirdML | 54.1% | — |
| LMArena Coding | — | 1314 |
| ALE-Bench | 886.23 | — |

## Agentic & Tool Use

- Kimi K2.7 Code: 24.0 (#122)
- Qwen2.5 Plus 1127: —

| Benchmark | Kimi K2.7 Code | Qwen2.5 Plus 1127 |
|---|---|---|
| APEX-Agents | 37.6% | — |
| GBAEval | 0.9% | — |
| Vending-Bench 2 | 5,083 | — |

## Reasoning

- Kimi K2.7 Code: 39.0 (#61)
- Qwen2.5 Plus 1127: 25.9 (#141)

| Benchmark | Kimi K2.7 Code | Qwen2.5 Plus 1127 |
|---|---|---|
| SimpleBench | 57.9% | — |
| CritPt | 10% | — |
| Chess Puzzles | 21% | — |
| LMArena Hard Prompts | — | 1299 |
| Surface Evolver Bench | 48.8% | — |
| Epoch Capabilities Index | 149.97 | — |

## Math

- Kimi K2.7 Code: 52.9 (#48)
- Qwen2.5 Plus 1127: 36.1 (#174)

| Benchmark | Kimi K2.7 Code | Qwen2.5 Plus 1127 |
|---|---|---|
| FrontierMath (Tiers 1-3) | 54% | — |
| FrontierMath Tier 4 | 12.2% | — |
| OTIS Mock AIME 2024-2025 | 95.6% | — |
| LMArena Math | — | 1298 |

## Knowledge

- Kimi K2.7 Code: 53.5 (#57)
- Qwen2.5 Plus 1127: 35.5 (#183)

| Benchmark | Kimi K2.7 Code | Qwen2.5 Plus 1127 |
|---|---|---|
| GPQA Diamond | 87.9% | — |
| SimpleQA Verified | 36.5% | — |
| LMArena Expert | — | 1289 |

## Multilingual

- Kimi K2.7 Code: —
- Qwen2.5 Plus 1127: 41.9 (#201)

| Benchmark | Kimi K2.7 Code | Qwen2.5 Plus 1127 |
|---|---|---|
| LMArena Non-English | — | 1265 |
| LMArena Chinese | — | 1314 |
| LMArena German | — | 1231 |
| LMArena Japanese | — | 1207 |
| LMArena Russian | — | 1271 |

## Instruction Following

- Kimi K2.7 Code: —
- Qwen2.5 Plus 1127: 67.2 (#199)

| Benchmark | Kimi K2.7 Code | Qwen2.5 Plus 1127 |
|---|---|---|
| LMArena Instruction Following | — | 1275 |

## Long Context

- Kimi K2.7 Code: —
- Qwen2.5 Plus 1127: 39.2 (#184)

| Benchmark | Kimi K2.7 Code | Qwen2.5 Plus 1127 |
|---|---|---|
| LMArena Longer Query | — | 1292 |

## Writing & Preference

- Kimi K2.7 Code: —
- Qwen2.5 Plus 1127: 49.4 (#192)

| Benchmark | Kimi K2.7 Code | Qwen2.5 Plus 1127 |
|---|---|---|
| LMArena Text | — | 1299 |
| LMArena Creative Writing | — | 1262 |
| LMArena Multi-Turn | — | 1299 |

## FAQ

### Is Kimi K2.7 Code better than Qwen2.5 Plus 1127?

Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 38.8 on the Noometry Index.

### Is Kimi K2.7 Code or Qwen2.5 Plus 1127 better for coding?

Kimi K2.7 Code scores higher on coding benchmarks: 42.9 versus 38.5 in the Noometry coding category.

### How many benchmarks do Kimi K2.7 Code and Qwen2.5 Plus 1127 share?

0 benchmarks have published results for both models. Kimi K2.7 Code has 19 scored results on Noometry and Qwen2.5 Plus 1127 has 14.