# Molmo 2 8b vs Olmo 2 0325 32b Instruct

> Molmo 2 8b is the stronger model overall, scoring 38.7 to 32.2 on the Noometry Index.

- Canonical page: https://noometry.com/compare/molmo-2-8b-vs-olmo-2-0325-32b-instruct
- Last updated: 2026-10-10
- Shared benchmarks: 4

## Summary

- They share 4 benchmarks with published results for both. Molmo 2 8b scores higher in 4 categories and Olmo 2 0325 32b Instruct in 0 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in multilingual, where Molmo 2 8b leads 42.8 to 35.0.

## Snapshot

| | Molmo 2 8b | Olmo 2 0325 32b Instruct |
|---|---|---|
| Provider | Allen Institute for AI (Ai2) | Allen Institute for AI (Ai2) |
| Noometry Index | 38.7 | 32.2 |
| Rank | 170 | 248 |
| Context | — | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Open |

## Coding

- Molmo 2 8b: —
- Olmo 2 0325 32b Instruct: 34.6 (#222)

| Benchmark | Molmo 2 8b | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Coding | — | 1210 |

## Reasoning

- Molmo 2 8b: 24.5 (#146)
- Olmo 2 0325 32b Instruct: 22.6 (#174)

| Benchmark | Molmo 2 8b | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1288 | 1208 |

## Math

- Molmo 2 8b: —
- Olmo 2 0325 32b Instruct: 24.8 (#255)

| Benchmark | Molmo 2 8b | Olmo 2 0325 32b Instruct |
|---|---|---|
| Omni-MATH | — | 16.1% |
| LMArena Math | — | 1208 |

## Knowledge

- Molmo 2 8b: —
- Olmo 2 0325 32b Instruct: 19.2 (#274)

| Benchmark | Molmo 2 8b | Olmo 2 0325 32b Instruct |
|---|---|---|
| MMLU-Pro | — | 41.4% |
| GPQA (HELM) | — | 28.7% |

## Multimodal

- Molmo 2 8b: 29.5 (#106)
- Olmo 2 0325 32b Instruct: —

| Benchmark | Molmo 2 8b | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Vision | 1081 | — |

## Multilingual

- Molmo 2 8b: 42.8 (#186)
- Olmo 2 0325 32b Instruct: 35.0 (#243)

| Benchmark | Molmo 2 8b | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Non-English | 1275 | 1160 |
| LMArena Chinese | — | 1192 |
| LMArena Russian | — | 1187 |

## Instruction Following

- Molmo 2 8b: 67.2 (#196)
- Olmo 2 0325 32b Instruct: 61.8 (#238)

| Benchmark | Molmo 2 8b | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Instruction Following | 1270 | 1186 |
| IFEval | — | 78% |

## Long Context

- Molmo 2 8b: —
- Olmo 2 0325 32b Instruct: 36.2 (#229)

| Benchmark | Molmo 2 8b | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Longer Query | — | 1194 |

## Writing & Preference

- Molmo 2 8b: 49.5 (#187)
- Olmo 2 0325 32b Instruct: 42.3 (#231)

| Benchmark | Molmo 2 8b | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Text | 1288 | 1218 |
| LMArena Creative Writing | — | 1199 |
| WildBench | — | 73.4% |
| LMArena Multi-Turn | — | 1221 |

## FAQ

### Is Molmo 2 8b better than Olmo 2 0325 32b Instruct?

Molmo 2 8b is the stronger model overall, scoring 38.7 to 32.2 on the Noometry Index.

### How many benchmarks do Molmo 2 8b and Olmo 2 0325 32b Instruct share?

4 benchmarks have published results for both models. Molmo 2 8b has 5 scored results on Noometry and Olmo 2 0325 32b Instruct has 16.