# Olmo 3.1 32b Think vs Olmo 7b Instruct

> Olmo 3.1 32b Think is the stronger model overall, scoring 37.3 to 29.7 on the Noometry Index.

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

## Summary

- They share 10 benchmarks with published results for both. Olmo 3.1 32b Think 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 Think leads 46.4 to 26.0.

## Snapshot

| | Olmo 3.1 32b Think | Olmo 7b Instruct |
|---|---|---|
| Provider | Allen Institute for AI (Ai2) | Allen Institute for AI (Ai2) |
| Noometry Index | 37.3 | 29.7 |
| Rank | 191 | 293 |
| Context | — | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Open |

## Coding

- Olmo 3.1 32b Think: 37.1 (#186)
- Olmo 7b Instruct: 29.1 (#298)

| Benchmark | Olmo 3.1 32b Think | Olmo 7b Instruct |
|---|---|---|
| LMArena Coding | 1292 | 1016 |

## Reasoning

- Olmo 3.1 32b Think: 24.1 (#151)
- Olmo 7b Instruct: 18.0 (#273)

| Benchmark | Olmo 3.1 32b Think | Olmo 7b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1272 | 993 |

## Math

- Olmo 3.1 32b Think: 33.6 (#170)
- Olmo 7b Instruct: 27.8 (#234)

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

## Knowledge

- Olmo 3.1 32b Think: 35.0 (#178)
- Olmo 7b Instruct: —

| Benchmark | Olmo 3.1 32b Think | Olmo 7b Instruct |
|---|---|---|
| LMArena Expert | 1294 | — |

## Multilingual

- Olmo 3.1 32b Think: 38.3 (#226)
- Olmo 7b Instruct: 24.1 (#286)

| Benchmark | Olmo 3.1 32b Think | Olmo 7b Instruct |
|---|---|---|
| LMArena Non-English | 1210 | 977 |
| LMArena Chinese | 1241 | 1013 |
| LMArena Russian | 1193 | 946 |
| LMArena French | 1262 | — |
| LMArena German | 1260 | — |
| LMArena Spanish | 1288 | — |

## Instruction Following

- Olmo 3.1 32b Think: 65.8 (#213)
- Olmo 7b Instruct: 49.3 (#296)

| Benchmark | Olmo 3.1 32b Think | Olmo 7b Instruct |
|---|---|---|
| LMArena Instruction Following | 1246 | 978 |

## Long Context

- Olmo 3.1 32b Think: 38.6 (#190)
- Olmo 7b Instruct: —

| Benchmark | Olmo 3.1 32b Think | Olmo 7b Instruct |
|---|---|---|
| LMArena Longer Query | 1272 | — |

## Writing & Preference

- Olmo 3.1 32b Think: 46.4 (#215)
- Olmo 7b Instruct: 26.0 (#298)

| Benchmark | Olmo 3.1 32b Think | Olmo 7b Instruct |
|---|---|---|
| LMArena Text | 1271 | 1032 |
| LMArena Creative Writing | 1226 | 990 |
| LMArena Multi-Turn | 1252 | 1007 |

## FAQ

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

Olmo 3.1 32b Think is the stronger model overall, scoring 37.3 to 29.7 on the Noometry Index.

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

Olmo 3.1 32b Think scores higher on coding benchmarks: 37.1 versus 29.1 in the Noometry coding category.

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

10 benchmarks have published results for both models. Olmo 3.1 32b Think has 15 scored results on Noometry and Olmo 7b Instruct has 10.