# Olmo 3.1 32b Think vs Wizardlm 13b

> Olmo 3.1 32b Think is the stronger model overall, scoring 37.3 to 30.8 on the Noometry Index.

- Canonical page: https://noometry.com/compare/olmo-3-1-32b-think-vs-wizardlm-13b
- 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 7 categories and Wizardlm 13b in 0 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Olmo 3.1 32b Think leads 46.4 to 30.7.

## Snapshot

| | Olmo 3.1 32b Think | Wizardlm 13b |
|---|---|---|
| Provider | Allen Institute for AI (Ai2) | Microsoft |
| Noometry Index | 37.3 | 30.8 |
| Rank | 191 | 272 |
| Context | — | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Open |

## Coding

- Olmo 3.1 32b Think: 37.1 (#186)
- Wizardlm 13b: 29.6 (#293)

| Benchmark | Olmo 3.1 32b Think | Wizardlm 13b |
|---|---|---|
| LMArena Coding | 1292 | 1035 |

## Reasoning

- Olmo 3.1 32b Think: 24.1 (#151)
- Wizardlm 13b: 18.5 (#265)

| Benchmark | Olmo 3.1 32b Think | Wizardlm 13b |
|---|---|---|
| LMArena Hard Prompts | 1272 | 1018 |

## Math

- Olmo 3.1 32b Think: 33.6 (#170)
- Wizardlm 13b: 27.8 (#235)

| Benchmark | Olmo 3.1 32b Think | Wizardlm 13b |
|---|---|---|
| LMArena Math | 1305 | 1017 |

## Knowledge

- Olmo 3.1 32b Think: 35.0 (#178)
- Wizardlm 13b: —

| Benchmark | Olmo 3.1 32b Think | Wizardlm 13b |
|---|---|---|
| LMArena Expert | 1294 | — |

## Multilingual

- Olmo 3.1 32b Think: 38.3 (#226)
- Wizardlm 13b: 27.3 (#272)

| Benchmark | Olmo 3.1 32b Think | Wizardlm 13b |
|---|---|---|
| LMArena Non-English | 1210 | 1034 |
| LMArena Chinese | 1241 | 1023 |
| LMArena French | 1262 | — |
| LMArena German | 1260 | — |
| LMArena Russian | 1193 | — |
| LMArena Spanish | 1288 | — |

## Instruction Following

- Olmo 3.1 32b Think: 65.8 (#213)
- Wizardlm 13b: 53.7 (#280)

| Benchmark | Olmo 3.1 32b Think | Wizardlm 13b |
|---|---|---|
| LMArena Instruction Following | 1246 | 1049 |

## Long Context

- Olmo 3.1 32b Think: 38.6 (#190)
- Wizardlm 13b: 32.0 (#268)

| Benchmark | Olmo 3.1 32b Think | Wizardlm 13b |
|---|---|---|
| LMArena Longer Query | 1272 | 1054 |

## Writing & Preference

- Olmo 3.1 32b Think: 46.4 (#215)
- Wizardlm 13b: 30.7 (#282)

| Benchmark | Olmo 3.1 32b Think | Wizardlm 13b |
|---|---|---|
| LMArena Text | 1271 | 1077 |
| LMArena Creative Writing | 1226 | 1090 |
| LMArena Multi-Turn | 1252 | 1047 |

## FAQ

### Is Olmo 3.1 32b Think better than Wizardlm 13b?

Olmo 3.1 32b Think is the stronger model overall, scoring 37.3 to 30.8 on the Noometry Index.

### Is Olmo 3.1 32b Think or Wizardlm 13b better for coding?

Olmo 3.1 32b Think scores higher on coding benchmarks: 37.1 versus 29.6 in the Noometry coding category.

### How many benchmarks do Olmo 3.1 32b Think and Wizardlm 13b share?

10 benchmarks have published results for both models. Olmo 3.1 32b Think has 15 scored results on Noometry and Wizardlm 13b has 10.