# Gemma 3n E4b IT vs Kimi K2.7 Code

> Kimi K2.7 Code is the stronger model overall, scoring 43.0 to 36.7 on the Noometry Index. Gemma 3n E4b IT costs 23× less per token, which makes it the better buy when Kimi K2.7 Code's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/gemma-3n-e4b-it-vs-kimi-k2-7-code
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Summary

- The widest gap is in math, where Kimi K2.7 Code leads 52.6 to 32.5.
- Gemma 3n E4b IT is cheaper at $0.06 / $0.12 per million input/output tokens, against $0.95 / $4 for Kimi K2.7 Code.
- Kimi K2.7 Code accepts more context: 262K tokens versus 33K.

## Snapshot

| | Gemma 3n E4b IT | Kimi K2.7 Code |
|---|---|---|
| Provider | Google | Moonshot AI |
| Noometry Index | 36.7 | 43.0 |
| Rank | 203 | 90 |
| Context | 33K | 262K |
| Input $/M | $0.06 | $0.95 |
| Output $/M | $0.12 | $4 |
| Weights | Open | Open |

## Coding

- Gemma 3n E4b IT: 36.4 (#193)
- Kimi K2.7 Code: 42.4 (#92)

| Benchmark | Gemma 3n E4b IT | Kimi K2.7 Code |
|---|---|---|
| DeepSWE | — | 30.5% |
| FrontierCode | — | 30.1% |
| LMArena WebDev | — | 1473 |
| SciCode | — | 47.5% |
| WeirdML | — | 54.1% |
| LMArena Coding | 1269 | — |
| ALE-Bench | — | 886.23 |

## Agentic & Tool Use

- Gemma 3n E4b IT: —
- Kimi K2.7 Code: 23.9 (#115)

| Benchmark | Gemma 3n E4b IT | Kimi K2.7 Code |
|---|---|---|
| APEX-Agents | — | 37.6% |
| GBAEval | — | 0.9% |
| Vending-Bench 2 | — | 5,083 |

## Reasoning

- Gemma 3n E4b IT: 19.2 (#239)
- Kimi K2.7 Code: 38.2 (#56)

| Benchmark | Gemma 3n E4b IT | Kimi K2.7 Code |
|---|---|---|
| SimpleBench | — | 57.9% |
| Kagi LLM Benchmark | 31.5% | — |
| CritPt | — | 10% |
| Chess Puzzles | — | 21% |
| LMArena Hard Prompts | 1284 | — |
| Surface Evolver Bench | — | 48.8% |
| Epoch Capabilities Index | — | 150.01 |

## Math

- Gemma 3n E4b IT: 32.5 (#186)
- Kimi K2.7 Code: 52.6 (#39)

| Benchmark | Gemma 3n E4b IT | Kimi K2.7 Code |
|---|---|---|
| FrontierMath (Tiers 1-3) | — | 54% |
| FrontierMath Tier 4 | — | 12.2% |
| OTIS Mock AIME 2024-2025 | — | 95.6% |
| LMArena Math | 1251 | — |

## Knowledge

- Gemma 3n E4b IT: 33.6 (#193)
- Kimi K2.7 Code: 53.6 (#51)

| Benchmark | Gemma 3n E4b IT | Kimi K2.7 Code |
|---|---|---|
| GPQA Diamond | — | 87.9% |
| SimpleQA Verified | — | 36.5% |
| LMArena Expert | 1245 | — |

## Multilingual

- Gemma 3n E4b IT: 43.5 (#179)
- Kimi K2.7 Code: —

| Benchmark | Gemma 3n E4b IT | Kimi K2.7 Code |
|---|---|---|
| LMArena Non-English | 1285 | — |
| LMArena Chinese | 1310 | — |
| LMArena French | 1330 | — |
| LMArena German | 1312 | — |
| LMArena Japanese | 1274 | — |
| LMArena Korean | 1259 | — |
| LMArena Russian | 1288 | — |
| LMArena Spanish | 1305 | — |

## Instruction Following

- Gemma 3n E4b IT: 66.3 (#205)
- Kimi K2.7 Code: —

| Benchmark | Gemma 3n E4b IT | Kimi K2.7 Code |
|---|---|---|
| LMArena Instruction Following | 1255 | — |

## Long Context

- Gemma 3n E4b IT: 38.8 (#185)
- Kimi K2.7 Code: —

| Benchmark | Gemma 3n E4b IT | Kimi K2.7 Code |
|---|---|---|
| LMArena Longer Query | 1277 | — |

## Writing & Preference

- Gemma 3n E4b IT: 50.3 (#181)
- Kimi K2.7 Code: —

| Benchmark | Gemma 3n E4b IT | Kimi K2.7 Code |
|---|---|---|
| LMArena Text | 1306 | — |
| LMArena Creative Writing | 1287 | — |
| LMArena Multi-Turn | 1276 | — |

## FAQ

### Is Gemma 3n E4b IT better than Kimi K2.7 Code?

Kimi K2.7 Code is the stronger model overall, scoring 43.0 to 36.7 on the Noometry Index. Gemma 3n E4b IT costs 23× less per token, which makes it the better buy when Kimi K2.7 Code's lead doesn't matter for your workload.

### Which is cheaper, Gemma 3n E4b IT or Kimi K2.7 Code?

Gemma 3n E4b IT is cheaper. It lists at $0.06 per million input tokens and $0.12 per million output tokens; Kimi K2.7 Code lists at $0.95 and $4.

### Is Gemma 3n E4b IT or Kimi K2.7 Code better for coding?

Kimi K2.7 Code scores higher on coding benchmarks: 42.4 versus 36.4 in the Noometry coding category.

### Which has the bigger context window?

Kimi K2.7 Code does, with 262K tokens against 33K.

### How many benchmarks do Gemma 3n E4b IT and Kimi K2.7 Code share?

0 benchmarks have published results for both models. Gemma 3n E4b IT has 18 scored results on Noometry and Kimi K2.7 Code has 19.