# Laguna M.1 vs Olmo 3 32b Think

> Olmo 3 32b Think is the stronger model overall, scoring 38.1 to 31.9 on the Noometry Index.

- Canonical page: https://noometry.com/compare/laguna-m-1-vs-olmo-3-32b-think
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Summary

- The widest gap is in math, where Olmo 3 32b Think leads 33.8 to 20.3.

## Snapshot

| | Laguna M.1 | Olmo 3 32b Think |
|---|---|---|
| Provider | Poolside | Allen Institute for AI (Ai2) |
| Noometry Index | 31.9 | 38.1 |
| Rank | 252 | 182 |
| Context | 262K | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Open |

## Coding

- Laguna M.1: 36.4 (#195)
- Olmo 3 32b Think: 38.0 (#169)

| Benchmark | Laguna M.1 | Olmo 3 32b Think |
|---|---|---|
| LMArena WebDev | 1348 | — |
| LMArena Coding | — | 1318 |

## Reasoning

- Laguna M.1: 21.9 (#187)
- Olmo 3 32b Think: 24.9 (#138)

| Benchmark | Laguna M.1 | Olmo 3 32b Think |
|---|---|---|
| LMArena Hard Prompts | — | 1302 |
| Surface Evolver Bench | 15.6% | — |

## Math

- Laguna M.1: 20.3 (#276)
- Olmo 3 32b Think: 33.8 (#165)

| Benchmark | Laguna M.1 | Olmo 3 32b Think |
|---|---|---|
| ProofBench | 0% | — |
| LMArena Math | — | 1315 |

## Knowledge

- Laguna M.1: —
- Olmo 3 32b Think: 34.4 (#189)

| Benchmark | Laguna M.1 | Olmo 3 32b Think |
|---|---|---|
| LMArena Expert | — | 1272 |

## Multilingual

- Laguna M.1: —
- Olmo 3 32b Think: 41.4 (#205)

| Benchmark | Laguna M.1 | Olmo 3 32b Think |
|---|---|---|
| LMArena Non-English | — | 1255 |
| LMArena Chinese | — | 1300 |
| LMArena French | — | 1291 |
| LMArena German | — | 1290 |
| LMArena Russian | — | 1255 |

## Instruction Following

- Laguna M.1: —
- Olmo 3 32b Think: 67.4 (#193)

| Benchmark | Laguna M.1 | Olmo 3 32b Think |
|---|---|---|
| LMArena Instruction Following | — | 1275 |

## Long Context

- Laguna M.1: —
- Olmo 3 32b Think: 39.4 (#177)

| Benchmark | Laguna M.1 | Olmo 3 32b Think |
|---|---|---|
| LMArena Longer Query | — | 1296 |

## Writing & Preference

- Laguna M.1: —
- Olmo 3 32b Think: 49.2 (#188)

| Benchmark | Laguna M.1 | Olmo 3 32b Think |
|---|---|---|
| LMArena Text | — | 1300 |
| LMArena Creative Writing | — | 1256 |
| LMArena Multi-Turn | — | 1289 |

## FAQ

### Is Laguna M.1 better than Olmo 3 32b Think?

Olmo 3 32b Think is the stronger model overall, scoring 38.1 to 31.9 on the Noometry Index.

### Is Laguna M.1 or Olmo 3 32b Think better for coding?

Olmo 3 32b Think scores higher on coding benchmarks: 38.0 versus 36.4 in the Noometry coding category.

### How many benchmarks do Laguna M.1 and Olmo 3 32b Think share?

0 benchmarks have published results for both models. Laguna M.1 has 3 scored results on Noometry and Olmo 3 32b Think has 14.