# Llama 2-7B vs MiniMax-M3

> MiniMax-M3 is the stronger model overall, scoring 43.8 to 29.1 on the Noometry Index.

- Canonical page: https://noometry.com/compare/llama-2-7b-vs-minimax-m3
- Last updated: 2026-10-10
- Shared benchmarks: 17

## Summary

- They share 17 benchmarks with published results for both. Llama 2-7B scores higher in 0 categories and MiniMax-M3 in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where MiniMax-M3 leads 62.1 to 28.0.
- The biggest single-benchmark swing is Chess Puzzles: 0% for Llama 2-7B and 14% for MiniMax-M3.

## Snapshot

| | Llama 2-7B | MiniMax-M3 |
|---|---|---|
| Provider | Meta | MiniMax |
| Noometry Index | 29.1 | 43.8 |
| Rank | 317 | 85 |
| Context | — | 1M |
| Input $/M | — | $0.30 |
| Output $/M | — | $1.20 |
| Weights | Open | Open |

## Coding

- Llama 2-7B: 29.2 (#307)
- MiniMax-M3: 41.8 (#118)

| Benchmark | Llama 2-7B | MiniMax-M3 |
|---|---|---|
| LMArena Coding | 1002 | 1469 |
| FrontierCode | — | 14.7% |
| LMArena WebDev | — | 1482 |
| SciCode | — | 47.1% |
| ALE-Bench | — | 640.02 |

## Agentic & Tool Use

- Llama 2-7B: —
- MiniMax-M3: 22.6 (#130)

| Benchmark | Llama 2-7B | MiniMax-M3 |
|---|---|---|
| APEX-Agents | — | 37.7% |
| OSWorld 2.0 | — | 4.6% |
| GBAEval | — | 0.9% |
| Vending-Bench 2 | — | 2,158 |

## Reasoning

- Llama 2-7B: 15.7 (#312)
- MiniMax-M3: 30.1 (#87)

| Benchmark | Llama 2-7B | MiniMax-M3 |
|---|---|---|
| Chess Puzzles | 0% | 14% |
| LMArena Hard Prompts | 1009 | 1447 |
| Epoch Capabilities Index | 99.06 | 146.95 |
| SimpleBench | — | 45.8% |
| NYT Connections (extended) | — | 65.1% |
| CritPt | — | 3.7% |
| Mystery Game Puzzles | — | 8% |
| DTBench | — | 78.9% |
| LMCA | — | 33.7% |
| Surface Evolver Bench | — | 55% |
| BIG-Bench Hard | 39.2% | — |
| ForecastBench | — | 61.4 |
| HellaSwag | 77.2% | — |
| LAMBADA | 73.3% | — |
| PIQA | 78.8% | — |
| WinoGrande | 69.2% | — |

## Math

- Llama 2-7B: 30.7 (#233)
- MiniMax-M3: 40.0 (#95)

| Benchmark | Llama 2-7B | MiniMax-M3 |
|---|---|---|
| LMArena Math | 1042 | 1429 |
| OTIS Mock AIME 2024-2025 | — | 71.1% |
| ProofBench | — | 18% |
| GSM8K | 16.7% | — |

## Knowledge

- Llama 2-7B: 28.2 (#248)
- MiniMax-M3: 58.4 (#35)

| Benchmark | Llama 2-7B | MiniMax-M3 |
|---|---|---|
| LMArena Expert | 1036 | 1461 |
| GPQA Diamond | — | 90.9% |
| ARC (AI2) Challenge | 45.9% | — |
| BoolQ | 77.9% | — |
| MMLU | 45.8% | — |
| OpenBookQA | 58.6% | — |
| TriviaQA | 73.7% | — |

## Multimodal

- Llama 2-7B: —
- MiniMax-M3: 40.2 (#51)

| Benchmark | Llama 2-7B | MiniMax-M3 |
|---|---|---|
| LMArena Vision | — | 1253 |
| LMArena Document | — | 1435 |
| ScienceQA | 43.1% | — |

## Multilingual

- Llama 2-7B: 23.8 (#293)
- MiniMax-M3: 53.0 (#75)

| Benchmark | Llama 2-7B | MiniMax-M3 |
|---|---|---|
| LMArena Non-English | 973 | 1420 |
| LMArena Chinese | 973 | 1463 |
| LMArena French | 970 | 1447 |
| LMArena German | 978 | 1426 |
| LMArena Russian | 995 | 1428 |
| LMArena Spanish | 1007 | 1432 |
| LMArena Japanese | — | 1381 |
| LMArena Korean | — | 1372 |

## Instruction Following

- Llama 2-7B: 50.8 (#298)
- MiniMax-M3: 75.5 (#62)

| Benchmark | Llama 2-7B | MiniMax-M3 |
|---|---|---|
| LMArena Instruction Following | 1006 | 1433 |

## Long Context

- Llama 2-7B: 30.4 (#287)
- MiniMax-M3: 44.2 (#72)

| Benchmark | Llama 2-7B | MiniMax-M3 |
|---|---|---|
| LMArena Longer Query | 999 | 1445 |

## Writing & Preference

- Llama 2-7B: 28.0 (#298)
- MiniMax-M3: 62.1 (#83)

| Benchmark | Llama 2-7B | MiniMax-M3 |
|---|---|---|
| LMArena Text | 1053 | 1433 |
| LMArena Creative Writing | 1033 | 1404 |
| LMArena Multi-Turn | 1029 | 1442 |
| EQ-Bench 4 | — | 1150 |

## FAQ

### Is Llama 2-7B better than MiniMax-M3?

MiniMax-M3 is the stronger model overall, scoring 43.8 to 29.1 on the Noometry Index.

### Is Llama 2-7B or MiniMax-M3 better for coding?

MiniMax-M3 scores higher on coding benchmarks: 41.8 versus 29.2 in the Noometry coding category.

### How many benchmarks do Llama 2-7B and MiniMax-M3 share?

17 benchmarks have published results for both models. Llama 2-7B has 29 scored results on Noometry and MiniMax-M3 has 41.