# Gemma 2 9B vs Kimi K2.7 Code

> Kimi K2.7 Code is the stronger model overall, scoring 43.0 to 25.7 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gemma-2-9b-vs-kimi-k2-7-code
- Last updated: 2026-10-10
- Shared benchmarks: 3

## Summary

- They share 3 benchmarks with published results for both. Gemma 2 9B scores higher in 0 categories and Kimi K2.7 Code in 4 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Kimi K2.7 Code leads 53.6 to 9.7.
- The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 0.6% for Gemma 2 9B and 95.6% for Kimi K2.7 Code.

## Snapshot

| | Gemma 2 9B | Kimi K2.7 Code |
|---|---|---|
| Provider | Google | Moonshot AI |
| Noometry Index | 25.7 | 43.0 |
| Rank | 334 | 90 |
| Context | — | 262K |
| Input $/M | — | $0.95 |
| Output $/M | — | $4 |
| Weights | Open | Open |

## Coding

- Gemma 2 9B: 29.0 (#299)
- Kimi K2.7 Code: 42.4 (#92)

| Benchmark | Gemma 2 9B | Kimi K2.7 Code |
|---|---|---|
| DeepSWE | — | 30.5% |
| FrontierCode | — | 30.1% |
| LMArena WebDev | — | 1473 |
| SciCode | — | 47.5% |
| WeirdML | — | 54.1% |
| BigCodeBench Instruct | 34.7% | — |
| LiveBench Coding | 22.5% | — |
| LMArena Coding | 1174 | — |
| BigCodeBench Complete | 40.6% | — |
| ALE-Bench | — | 886.23 |

## Agentic & Tool Use

- Gemma 2 9B: —
- Kimi K2.7 Code: 23.9 (#115)

| Benchmark | Gemma 2 9B | Kimi K2.7 Code |
|---|---|---|
| APEX-Agents | — | 37.6% |
| GBAEval | — | 0.9% |
| Vending-Bench 2 | — | 5,083 |

## Reasoning

- Gemma 2 9B: 15.3 (#306)
- Kimi K2.7 Code: 38.2 (#56)

| Benchmark | Gemma 2 9B | Kimi K2.7 Code |
|---|---|---|
| Epoch Capabilities Index | 119.78 | 150.01 |
| SimpleBench | — | 57.9% |
| CritPt | — | 10% |
| Chess Puzzles | — | 21% |
| LiveBench Reasoning | 15.2% | — |
| LMArena Hard Prompts | 1172 | — |
| LiveBench Data Analysis | 36.4% | — |
| Surface Evolver Bench | — | 48.8% |
| LiveBench | 28.7% | — |
| PIQA | 83.7% | — |

## Math

- Gemma 2 9B: 9.3 (#312)
- Kimi K2.7 Code: 52.6 (#39)

| Benchmark | Gemma 2 9B | Kimi K2.7 Code |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 0.6% | 95.6% |
| FrontierMath (Tiers 1-3) | — | 54% |
| FrontierMath Tier 4 | — | 12.2% |
| LiveBench Math | 19.8% | — |
| LMArena Math | 1183 | — |
| MATH Level 5 | 21% | — |
| GSM8K | 84.9% | — |

## Knowledge

- Gemma 2 9B: 9.7 (#300)
- Kimi K2.7 Code: 53.6 (#51)

| Benchmark | Gemma 2 9B | Kimi K2.7 Code |
|---|---|---|
| GPQA Diamond | 27.5% | 87.9% |
| SimpleQA Verified | — | 36.5% |
| LMArena Expert | 1147 | — |
| BoolQ | 85.7% | — |
| MMLU | 72.1% | — |

## Multilingual

- Gemma 2 9B: 36.8 (#233)
- Kimi K2.7 Code: —

| Benchmark | Gemma 2 9B | Kimi K2.7 Code |
|---|---|---|
| LMArena Non-English | 1188 | — |
| LMArena Chinese | 1185 | — |
| LMArena French | 1189 | — |
| LMArena German | 1186 | — |
| LMArena Japanese | 1144 | — |
| LMArena Korean | 1137 | — |
| LMArena Russian | 1200 | — |
| LMArena Spanish | 1200 | — |

## Instruction Following

- Gemma 2 9B: 57.8 (#264)
- Kimi K2.7 Code: —

| Benchmark | Gemma 2 9B | Kimi K2.7 Code |
|---|---|---|
| LiveBench Instruction Following | 52.6% | — |
| LMArena Instruction Following | 1178 | — |

## Long Context

- Gemma 2 9B: 36.3 (#228)
- Kimi K2.7 Code: —

| Benchmark | Gemma 2 9B | Kimi K2.7 Code |
|---|---|---|
| LMArena Longer Query | 1197 | — |

## Writing & Preference

- Gemma 2 9B: 32.3 (#276)
- Kimi K2.7 Code: —

| Benchmark | Gemma 2 9B | Kimi K2.7 Code |
|---|---|---|
| LMArena Text | 1207 | — |
| LMArena Creative Writing | 1206 | — |
| EQ-Bench Creative Writing | 841 | — |
| LMArena Multi-Turn | 1193 | — |
| LiveBench Language | 25.5% | — |

## FAQ

### Is Gemma 2 9B better than Kimi K2.7 Code?

Kimi K2.7 Code is the stronger model overall, scoring 43.0 to 25.7 on the Noometry Index.

### Is Gemma 2 9B or Kimi K2.7 Code better for coding?

Kimi K2.7 Code scores higher on coding benchmarks: 42.4 versus 29.0 in the Noometry coding category.

### How many benchmarks do Gemma 2 9B and Kimi K2.7 Code share?

3 benchmarks have published results for both models. Gemma 2 9B has 35 scored results on Noometry and Kimi K2.7 Code has 19.