# Gemma 7B vs Kimi K2.7 Code

> Kimi K2.7 Code is the stronger model overall, scoring 43.0 to 29.5 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gemma-7b-vs-kimi-k2-7-code
- Last updated: 2026-10-10
- Shared benchmarks: 1

## Summary

- They share 1 benchmark with published results for both. Gemma 7B 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 26.8.

## Snapshot

| | Gemma 7B | Kimi K2.7 Code |
|---|---|---|
| Provider | Google | Moonshot AI |
| Noometry Index | 29.5 | 43.0 |
| Rank | 295 | 90 |
| Context | — | 262K |
| Input $/M | — | $0.95 |
| Output $/M | — | $4 |
| Weights | Open | Open |

## Coding

- Gemma 7B: 29.9 (#290)
- Kimi K2.7 Code: 42.4 (#92)

| Benchmark | Gemma 7B | Kimi K2.7 Code |
|---|---|---|
| DeepSWE | — | 30.5% |
| FrontierCode | — | 30.1% |
| LMArena WebDev | — | 1473 |
| SciCode | — | 47.5% |
| WeirdML | — | 54.1% |
| LMArena Coding | 1048 | — |
| ALE-Bench | — | 886.23 |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |

## Agentic & Tool Use

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

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

## Reasoning

- Gemma 7B: 19.0 (#247)
- Kimi K2.7 Code: 38.2 (#56)

| Benchmark | Gemma 7B | Kimi K2.7 Code |
|---|---|---|
| Epoch Capabilities Index | 111.74 | 150.01 |
| SimpleBench | — | 57.9% |
| CritPt | — | 10% |
| Chess Puzzles | — | 21% |
| LMArena Hard Prompts | 1042 | — |
| Surface Evolver Bench | — | 48.8% |
| Adversarial NLI | 48.7% | — |
| BIG-Bench Hard | 55.1% | — |
| HellaSwag | 82.2% | — |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |

## Math

- Gemma 7B: 28.7 (#225)
- Kimi K2.7 Code: 52.6 (#39)

| Benchmark | Gemma 7B | Kimi K2.7 Code |
|---|---|---|
| FrontierMath (Tiers 1-3) | — | 54% |
| FrontierMath Tier 4 | — | 12.2% |
| OTIS Mock AIME 2024-2025 | — | 95.6% |
| LMArena Math | 1066 | — |
| GSM8K | 46.4% | — |

## Knowledge

- Gemma 7B: 26.8 (#248)
- Kimi K2.7 Code: 53.6 (#51)

| Benchmark | Gemma 7B | Kimi K2.7 Code |
|---|---|---|
| GPQA Diamond | — | 87.9% |
| SimpleQA Verified | — | 36.5% |
| LMArena Expert | 1002 | — |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |

## Multilingual

- Gemma 7B: 25.3 (#282)
- Kimi K2.7 Code: —

| Benchmark | Gemma 7B | Kimi K2.7 Code |
|---|---|---|
| LMArena Non-English | 999 | — |
| LMArena Chinese | 1035 | — |
| LMArena French | 1024 | — |
| LMArena Russian | 993 | — |

## Instruction Following

- Gemma 7B: 51.7 (#290)
- Kimi K2.7 Code: —

| Benchmark | Gemma 7B | Kimi K2.7 Code |
|---|---|---|
| LMArena Instruction Following | 1017 | — |

## Long Context

- Gemma 7B: 31.1 (#277)
- Kimi K2.7 Code: —

| Benchmark | Gemma 7B | Kimi K2.7 Code |
|---|---|---|
| LMArena Longer Query | 1022 | — |

## Writing & Preference

- Gemma 7B: 27.2 (#297)
- Kimi K2.7 Code: —

| Benchmark | Gemma 7B | Kimi K2.7 Code |
|---|---|---|
| LMArena Text | 1056 | — |
| LMArena Creative Writing | 1024 | — |
| LMArena Multi-Turn | 963 | — |

## FAQ

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

Kimi K2.7 Code is the stronger model overall, scoring 43.0 to 29.5 on the Noometry Index.

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

Kimi K2.7 Code scores higher on coding benchmarks: 42.4 versus 29.9 in the Noometry coding category.

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

1 benchmark has published results for both models. Gemma 7B has 27 scored results on Noometry and Kimi K2.7 Code has 19.