# Kimi K2.7 Code vs Llama 2-7B

> Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 29.1 on the Noometry Index.

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

## Summary

- They share 2 benchmarks with published results for both. Kimi K2.7 Code scores higher in 4 categories and Llama 2-7B in 0 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Kimi K2.7 Code leads 53.5 to 28.2.
- The biggest single-benchmark swing is Chess Puzzles: 21% for Kimi K2.7 Code and 0% for Llama 2-7B.

## Snapshot

| | Kimi K2.7 Code | Llama 2-7B |
|---|---|---|
| Provider | Moonshot AI | Meta |
| Noometry Index | 43.3 | 29.1 |
| Rank | 94 | 317 |
| Context | 262K | — |
| Input $/M | $0.95 | — |
| Output $/M | $4 | — |
| Weights | Open | Open |

## Coding

- Kimi K2.7 Code: 42.9 (#95)
- Llama 2-7B: 29.2 (#307)

| Benchmark | Kimi K2.7 Code | Llama 2-7B |
|---|---|---|
| DeepSWE | 30.5% | — |
| FrontierCode | 30.1% | — |
| LMArena WebDev | 1473 | — |
| SciCode | 47.5% | — |
| WeirdML | 54.1% | — |
| LMArena Coding | — | 1002 |
| ALE-Bench | 886.23 | — |

## Agentic & Tool Use

- Kimi K2.7 Code: 24.0 (#122)
- Llama 2-7B: —

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

## Reasoning

- Kimi K2.7 Code: 39.0 (#61)
- Llama 2-7B: 15.7 (#312)

| Benchmark | Kimi K2.7 Code | Llama 2-7B |
|---|---|---|
| Chess Puzzles | 21% | 0% |
| Epoch Capabilities Index | 149.97 | 99.06 |
| SimpleBench | 57.9% | — |
| CritPt | 10% | — |
| LMArena Hard Prompts | — | 1009 |
| Surface Evolver Bench | 48.8% | — |
| BIG-Bench Hard | — | 39.2% |
| HellaSwag | — | 77.2% |
| LAMBADA | — | 73.3% |
| PIQA | — | 78.8% |
| WinoGrande | — | 69.2% |

## Math

- Kimi K2.7 Code: 52.9 (#48)
- Llama 2-7B: 30.7 (#233)

| Benchmark | Kimi K2.7 Code | Llama 2-7B |
|---|---|---|
| FrontierMath (Tiers 1-3) | 54% | — |
| FrontierMath Tier 4 | 12.2% | — |
| OTIS Mock AIME 2024-2025 | 95.6% | — |
| LMArena Math | — | 1042 |
| GSM8K | — | 16.7% |

## Knowledge

- Kimi K2.7 Code: 53.5 (#57)
- Llama 2-7B: 28.2 (#248)

| Benchmark | Kimi K2.7 Code | Llama 2-7B |
|---|---|---|
| GPQA Diamond | 87.9% | — |
| SimpleQA Verified | 36.5% | — |
| LMArena Expert | — | 1036 |
| ARC (AI2) Challenge | — | 45.9% |
| BoolQ | — | 77.9% |
| MMLU | — | 45.8% |
| OpenBookQA | — | 58.6% |
| TriviaQA | — | 73.7% |

## Multimodal

- Kimi K2.7 Code: —
- Llama 2-7B: —

| Benchmark | Kimi K2.7 Code | Llama 2-7B |
|---|---|---|
| ScienceQA | — | 43.1% |

## Multilingual

- Kimi K2.7 Code: —
- Llama 2-7B: 23.8 (#293)

| Benchmark | Kimi K2.7 Code | Llama 2-7B |
|---|---|---|
| LMArena Non-English | — | 973 |
| LMArena Chinese | — | 973 |
| LMArena French | — | 970 |
| LMArena German | — | 978 |
| LMArena Russian | — | 995 |
| LMArena Spanish | — | 1007 |

## Instruction Following

- Kimi K2.7 Code: —
- Llama 2-7B: 50.8 (#298)

| Benchmark | Kimi K2.7 Code | Llama 2-7B |
|---|---|---|
| LMArena Instruction Following | — | 1006 |

## Long Context

- Kimi K2.7 Code: —
- Llama 2-7B: 30.4 (#287)

| Benchmark | Kimi K2.7 Code | Llama 2-7B |
|---|---|---|
| LMArena Longer Query | — | 999 |

## Writing & Preference

- Kimi K2.7 Code: —
- Llama 2-7B: 28.0 (#298)

| Benchmark | Kimi K2.7 Code | Llama 2-7B |
|---|---|---|
| LMArena Text | — | 1053 |
| LMArena Creative Writing | — | 1033 |
| LMArena Multi-Turn | — | 1029 |

## FAQ

### Is Kimi K2.7 Code better than Llama 2-7B?

Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 29.1 on the Noometry Index.

### Is Kimi K2.7 Code or Llama 2-7B better for coding?

Kimi K2.7 Code scores higher on coding benchmarks: 42.9 versus 29.2 in the Noometry coding category.

### How many benchmarks do Kimi K2.7 Code and Llama 2-7B share?

2 benchmarks have published results for both models. Kimi K2.7 Code has 19 scored results on Noometry and Llama 2-7B has 29.