# Olmo 3.1 32b Instruct vs Olmo 7b Instruct

> Olmo 3.1 32b Instruct is the stronger model overall, scoring 39.4 to 30.3 on the Noometry Index.

- Canonical page: https://noometry.com/compare/olmo-3-1-32b-instruct-vs-olmo-7b-instruct
- Last updated: 2026-10-11
- Shared benchmarks: 10

## Summary

- They share 10 benchmarks with published results for both. Olmo 3.1 32b Instruct 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 Olmo 3.1 32b Instruct leads 50.2 to 25.8.

## Snapshot

| | Olmo 3.1 32b Instruct | Olmo 7b Instruct |
|---|---|---|
| Provider | Allen Institute for AI (Ai2) | Allen Institute for AI (Ai2) |
| Noometry Index | 39.4 | 30.3 |
| Rank | 168 | 295 |
| Context | — | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Open |

## Coding

- Olmo 3.1 32b Instruct: 39.5 (#157)
- Olmo 7b Instruct: 29.6 (#303)

| Benchmark | Olmo 3.1 32b Instruct | Olmo 7b Instruct |
|---|---|---|
| LMArena Coding | 1347 | 1016 |

## Reasoning

- Olmo 3.1 32b Instruct: 26.4 (#132)
- Olmo 7b Instruct: 18.8 (#274)

| Benchmark | Olmo 3.1 32b Instruct | Olmo 7b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1322 | 993 |

## Math

- Olmo 3.1 32b Instruct: 36.3 (#167)
- Olmo 7b Instruct: 30.2 (#237)

| Benchmark | Olmo 3.1 32b Instruct | Olmo 7b Instruct |
|---|---|---|
| LMArena Math | 1305 | 1018 |

## Knowledge

- Olmo 3.1 32b Instruct: 36.1 (#175)
- Olmo 7b Instruct: —

| Benchmark | Olmo 3.1 32b Instruct | Olmo 7b Instruct |
|---|---|---|
| LMArena Expert | 1308 | — |

## Multilingual

- Olmo 3.1 32b Instruct: 42.6 (#191)
- Olmo 7b Instruct: 24.0 (#291)

| Benchmark | Olmo 3.1 32b Instruct | Olmo 7b Instruct |
|---|---|---|
| LMArena Non-English | 1275 | 977 |
| LMArena Chinese | 1304 | 1014 |
| LMArena Russian | 1268 | 947 |
| LMArena French | 1328 | — |
| LMArena German | 1282 | — |
| LMArena Korean | 1206 | — |
| LMArena Spanish | 1336 | — |

## Instruction Following

- Olmo 3.1 32b Instruct: 68.6 (#187)
- Olmo 7b Instruct: 49.0 (#301)

| Benchmark | Olmo 3.1 32b Instruct | Olmo 7b Instruct |
|---|---|---|
| LMArena Instruction Following | 1299 | 978 |

## Long Context

- Olmo 3.1 32b Instruct: 39.9 (#166)
- Olmo 7b Instruct: —

| Benchmark | Olmo 3.1 32b Instruct | Olmo 7b Instruct |
|---|---|---|
| LMArena Longer Query | 1312 | — |

## Writing & Preference

- Olmo 3.1 32b Instruct: 50.2 (#185)
- Olmo 7b Instruct: 25.8 (#303)

| Benchmark | Olmo 3.1 32b Instruct | Olmo 7b Instruct |
|---|---|---|
| LMArena Text | 1311 | 1032 |
| LMArena Creative Writing | 1264 | 990 |
| LMArena Multi-Turn | 1309 | 1007 |

## FAQ

### Is Olmo 3.1 32b Instruct better than Olmo 7b Instruct?

Olmo 3.1 32b Instruct is the stronger model overall, scoring 39.4 to 30.3 on the Noometry Index.

### Is Olmo 3.1 32b Instruct or Olmo 7b Instruct better for coding?

Olmo 3.1 32b Instruct scores higher on coding benchmarks: 39.5 versus 29.6 in the Noometry coding category.

### How many benchmarks do Olmo 3.1 32b Instruct and Olmo 7b Instruct share?

10 benchmarks have published results for both models. Olmo 3.1 32b Instruct has 16 scored results on Noometry and Olmo 7b Instruct has 10.