# Laguna M.1 vs Molmo 2 8b

> Molmo 2 8b is the stronger model overall, scoring 38.7 to 31.9 on the Noometry Index.

- Canonical page: https://noometry.com/compare/laguna-m-1-vs-molmo-2-8b
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Snapshot

| | Laguna M.1 | Molmo 2 8b |
|---|---|---|
| Provider | Poolside | Allen Institute for AI (Ai2) |
| Noometry Index | 31.9 | 38.7 |
| Rank | 252 | 170 |
| Context | 262K | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Open |

## Coding

- Laguna M.1: 36.4 (#195)
- Molmo 2 8b: —

| Benchmark | Laguna M.1 | Molmo 2 8b |
|---|---|---|
| LMArena WebDev | 1348 | — |

## Reasoning

- Laguna M.1: 21.9 (#187)
- Molmo 2 8b: 24.5 (#146)

| Benchmark | Laguna M.1 | Molmo 2 8b |
|---|---|---|
| LMArena Hard Prompts | — | 1288 |
| Surface Evolver Bench | 15.6% | — |

## Math

- Laguna M.1: 20.3 (#276)
- Molmo 2 8b: —

| Benchmark | Laguna M.1 | Molmo 2 8b |
|---|---|---|
| ProofBench | 0% | — |

## Multimodal

- Laguna M.1: —
- Molmo 2 8b: 29.5 (#106)

| Benchmark | Laguna M.1 | Molmo 2 8b |
|---|---|---|
| LMArena Vision | — | 1081 |

## Multilingual

- Laguna M.1: —
- Molmo 2 8b: 42.8 (#186)

| Benchmark | Laguna M.1 | Molmo 2 8b |
|---|---|---|
| LMArena Non-English | — | 1275 |

## Instruction Following

- Laguna M.1: —
- Molmo 2 8b: 67.2 (#196)

| Benchmark | Laguna M.1 | Molmo 2 8b |
|---|---|---|
| LMArena Instruction Following | — | 1270 |

## Writing & Preference

- Laguna M.1: —
- Molmo 2 8b: 49.5 (#187)

| Benchmark | Laguna M.1 | Molmo 2 8b |
|---|---|---|
| LMArena Text | — | 1288 |

## FAQ

### Is Laguna M.1 better than Molmo 2 8b?

Molmo 2 8b is the stronger model overall, scoring 38.7 to 31.9 on the Noometry Index.

### How many benchmarks do Laguna M.1 and Molmo 2 8b share?

0 benchmarks have published results for both models. Laguna M.1 has 3 scored results on Noometry and Molmo 2 8b has 5.