# MiniMax-M3 vs Olmo 7b Instruct

> MiniMax-M3 is the stronger model overall, scoring 43.5 to 29.7 on the Noometry Index.

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

## Summary

- They share 10 benchmarks with published results for both. MiniMax-M3 scores higher in 6 categories and Olmo 7b Instruct in 0 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where MiniMax-M3 leads 62.3 to 26.0.

## Snapshot

| | MiniMax-M3 | Olmo 7b Instruct |
|---|---|---|
| Provider | MiniMax | Allen Institute for AI (Ai2) |
| Noometry Index | 43.5 | 29.7 |
| Rank | 81 | 293 |
| Context | 1M | — |
| Input $/M | $0.30 | — |
| Output $/M | $1.20 | — |
| Weights | Open | Open |

## Coding

- MiniMax-M3: 41.5 (#111)
- Olmo 7b Instruct: 29.1 (#298)

| Benchmark | MiniMax-M3 | Olmo 7b Instruct |
|---|---|---|
| LMArena Coding | 1470 | 1016 |
| FrontierCode | 14.7% | — |
| LMArena WebDev | 1482 | — |
| SciCode | 47.1% | — |
| ALE-Bench | 640.02 | — |

## Agentic & Tool Use

- MiniMax-M3: 22.5 (#121)
- Olmo 7b Instruct: —

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

## Reasoning

- MiniMax-M3: 29.3 (#83)
- Olmo 7b Instruct: 18.0 (#273)

| Benchmark | MiniMax-M3 | Olmo 7b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1447 | 993 |
| SimpleBench | 45.8% | — |
| NYT Connections (extended) | 65.1% | — |
| CritPt | 3.7% | — |
| Chess Puzzles | 14% | — |
| Mystery Game Puzzles | 8% | — |
| DTBench | 78.9% | — |
| LMCA | 33.7% | — |
| Surface Evolver Bench | 55% | — |
| Epoch Capabilities Index | 147 | — |
| ForecastBench | 61.4 | — |

## Math

- MiniMax-M3: 39.1 (#83)
- Olmo 7b Instruct: 27.8 (#234)

| Benchmark | MiniMax-M3 | Olmo 7b Instruct |
|---|---|---|
| LMArena Math | 1432 | 1018 |
| OTIS Mock AIME 2024-2025 | 71.1% | — |
| ProofBench | 18% | — |

## Knowledge

- MiniMax-M3: 58.4 (#32)
- Olmo 7b Instruct: —

| Benchmark | MiniMax-M3 | Olmo 7b Instruct |
|---|---|---|
| GPQA Diamond | 90.9% | — |
| LMArena Expert | 1462 | — |

## Multimodal

- MiniMax-M3: 39.5 (#45)
- Olmo 7b Instruct: —

| Benchmark | MiniMax-M3 | Olmo 7b Instruct |
|---|---|---|
| LMArena Vision | 1254 | — |
| LMArena Document | 1435 | — |

## Multilingual

- MiniMax-M3: 53.2 (#70)
- Olmo 7b Instruct: 24.1 (#286)

| Benchmark | MiniMax-M3 | Olmo 7b Instruct |
|---|---|---|
| LMArena Non-English | 1420 | 977 |
| LMArena Chinese | 1465 | 1013 |
| LMArena Russian | 1430 | 946 |
| LMArena French | 1445 | — |
| LMArena German | 1424 | — |
| LMArena Japanese | 1381 | — |
| LMArena Korean | 1372 | — |
| LMArena Spanish | 1431 | — |

## Instruction Following

- MiniMax-M3: 75.7 (#56)
- Olmo 7b Instruct: 49.3 (#296)

| Benchmark | MiniMax-M3 | Olmo 7b Instruct |
|---|---|---|
| LMArena Instruction Following | 1433 | 978 |

## Long Context

- MiniMax-M3: 44.2 (#68)
- Olmo 7b Instruct: —

| Benchmark | MiniMax-M3 | Olmo 7b Instruct |
|---|---|---|
| LMArena Longer Query | 1445 | — |

## Writing & Preference

- MiniMax-M3: 62.3 (#79)
- Olmo 7b Instruct: 26.0 (#298)

| Benchmark | MiniMax-M3 | Olmo 7b Instruct |
|---|---|---|
| LMArena Text | 1433 | 1032 |
| LMArena Creative Writing | 1405 | 990 |
| LMArena Multi-Turn | 1441 | 1007 |
| EQ-Bench 4 | 1150 | — |

## FAQ

### Is MiniMax-M3 better than Olmo 7b Instruct?

MiniMax-M3 is the stronger model overall, scoring 43.5 to 29.7 on the Noometry Index.

### Is MiniMax-M3 or Olmo 7b Instruct better for coding?

MiniMax-M3 scores higher on coding benchmarks: 41.5 versus 29.1 in the Noometry coding category.

### How many benchmarks do MiniMax-M3 and Olmo 7b Instruct share?

10 benchmarks have published results for both models. MiniMax-M3 has 41 scored results on Noometry and Olmo 7b Instruct has 10.