# Kimi K2.7 Code vs o1-pro

> Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 31.5 on the Noometry Index.

- Canonical page: https://noometry.com/compare/kimi-k2-7-code-vs-o1-pro
- Last updated: 2026-10-11
- Shared benchmarks: 0

## Summary

- The widest gap is in knowledge, where Kimi K2.7 Code leads 53.5 to 29.7.
- Kimi K2.7 Code is cheaper at $0.95 / $4 per million input/output tokens, against $150 / $600 for o1-pro.
- Kimi K2.7 Code accepts more context: 262K tokens versus 200K.
- Kimi K2.7 Code has downloadable open weights; the other is API-only.

## Snapshot

| | Kimi K2.7 Code | o1-pro |
|---|---|---|
| Provider | Moonshot AI | OpenAI |
| Noometry Index | 43.3 | 31.5 |
| Rank | 94 | 271 |
| Context | 262K | 200K |
| Input $/M | $0.95 | $150 |
| Output $/M | $4 | $600 |
| Weights | Open | Proprietary |

## Coding

- Kimi K2.7 Code: 42.9 (#95)
- o1-pro: —

| Benchmark | Kimi K2.7 Code | o1-pro |
|---|---|---|
| DeepSWE | 30.5% | — |
| FrontierCode | 30.1% | — |
| LMArena WebDev | 1473 | — |
| SciCode | 47.5% | — |
| WeirdML | 54.1% | — |
| ALE-Bench | 886.23 | — |

## Agentic & Tool Use

- Kimi K2.7 Code: 24.0 (#122)
- o1-pro: —

| Benchmark | Kimi K2.7 Code | o1-pro |
|---|---|---|
| APEX-Agents | 37.6% | — |
| GBAEval | 0.9% | — |
| Vending-Bench 2 | 5,083 | — |

## Reasoning

- Kimi K2.7 Code: 39.0 (#61)
- o1-pro: 20.4 (#239)

| Benchmark | Kimi K2.7 Code | o1-pro |
|---|---|---|
| SimpleBench | 57.9% | — |
| ARC-AGI-1 | — | 23.3% |
| CritPt | 10% | — |
| Chess Puzzles | 21% | — |
| EnigmaEval | — | 6.1% |
| Surface Evolver Bench | 48.8% | — |
| Epoch Capabilities Index | 149.97 | — |

## Math

- Kimi K2.7 Code: 52.9 (#48)
- o1-pro: —

| Benchmark | Kimi K2.7 Code | o1-pro |
|---|---|---|
| FrontierMath (Tiers 1-3) | 54% | — |
| FrontierMath Tier 4 | 12.2% | — |
| OTIS Mock AIME 2024-2025 | 95.6% | — |

## Knowledge

- Kimi K2.7 Code: 53.5 (#57)
- o1-pro: 29.7 (#234)

| Benchmark | Kimi K2.7 Code | o1-pro |
|---|---|---|
| GPQA Diamond | 87.9% | — |
| Humanity's Last Exam | — | 8.1% |
| SimpleQA Verified | 36.5% | — |

## FAQ

### Is Kimi K2.7 Code better than o1-pro?

Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 31.5 on the Noometry Index.

### Which is cheaper, Kimi K2.7 Code or o1-pro?

Kimi K2.7 Code is cheaper. It lists at $0.95 per million input tokens and $4 per million output tokens; o1-pro lists at $150 and $600.

### Which has the bigger context window?

Kimi K2.7 Code does, with 262K tokens against 200K.

### How many benchmarks do Kimi K2.7 Code and o1-pro share?

0 benchmarks have published results for both models. Kimi K2.7 Code has 19 scored results on Noometry and o1-pro has 3.