# Muse Glimmer vs Olmo 3 32b Think

> Muse Glimmer is the stronger model overall, scoring 41.3 to 38.1 on the Noometry Index.

- Canonical page: https://noometry.com/compare/muse-glimmer-vs-olmo-3-32b-think
- Last updated: 2026-10-10
- Shared benchmarks: 12

## Summary

- They share 12 benchmarks with published results for both. Muse Glimmer scores higher in 8 categories and Olmo 3 32b Think in 0 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in multilingual, where Muse Glimmer leads 50.6 to 41.4.

## Snapshot

| | Muse Glimmer | Olmo 3 32b Think |
|---|---|---|
| Provider | Meta | Allen Institute for AI (Ai2) |
| Noometry Index | 41.3 | 38.1 |
| Rank | 128 | 182 |
| Context | — | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Open |

## Coding

- Muse Glimmer: 38.7 (#157)
- Olmo 3 32b Think: 38.0 (#169)

| Benchmark | Muse Glimmer | Olmo 3 32b Think |
|---|---|---|
| LMArena Coding | 1417 | 1318 |
| LMArena WebDev | 1355 | — |

## Reasoning

- Muse Glimmer: 27.2 (#111)
- Olmo 3 32b Think: 24.9 (#138)

| Benchmark | Muse Glimmer | Olmo 3 32b Think |
|---|---|---|
| LMArena Hard Prompts | 1395 | 1302 |

## Math

- Muse Glimmer: 36.1 (#128)
- Olmo 3 32b Think: 33.8 (#165)

| Benchmark | Muse Glimmer | Olmo 3 32b Think |
|---|---|---|
| LMArena Math | 1419 | 1315 |

## Knowledge

- Muse Glimmer: 37.9 (#140)
- Olmo 3 32b Think: 34.4 (#189)

| Benchmark | Muse Glimmer | Olmo 3 32b Think |
|---|---|---|
| LMArena Expert | 1388 | 1272 |

## Multilingual

- Muse Glimmer: 50.6 (#117)
- Olmo 3 32b Think: 41.4 (#205)

| Benchmark | Muse Glimmer | Olmo 3 32b Think |
|---|---|---|
| LMArena Non-English | 1384 | 1255 |
| LMArena Chinese | 1412 | 1300 |
| LMArena Russian | 1393 | 1255 |
| LMArena French | — | 1291 |
| LMArena German | — | 1290 |

## Instruction Following

- Muse Glimmer: 72.7 (#134)
- Olmo 3 32b Think: 67.4 (#193)

| Benchmark | Muse Glimmer | Olmo 3 32b Think |
|---|---|---|
| LMArena Instruction Following | 1374 | 1275 |

## Long Context

- Muse Glimmer: 42.1 (#124)
- Olmo 3 32b Think: 39.4 (#177)

| Benchmark | Muse Glimmer | Olmo 3 32b Think |
|---|---|---|
| LMArena Longer Query | 1381 | 1296 |

## Writing & Preference

- Muse Glimmer: 57.7 (#122)
- Olmo 3 32b Think: 49.2 (#188)

| Benchmark | Muse Glimmer | Olmo 3 32b Think |
|---|---|---|
| LMArena Text | 1389 | 1300 |
| LMArena Creative Writing | 1338 | 1256 |
| LMArena Multi-Turn | 1398 | 1289 |

## FAQ

### Is Muse Glimmer better than Olmo 3 32b Think?

Muse Glimmer is the stronger model overall, scoring 41.3 to 38.1 on the Noometry Index.

### Is Muse Glimmer or Olmo 3 32b Think better for coding?

They score almost the same on coding (38.7 vs 38.0); test both on your own repository before choosing.

### How many benchmarks do Muse Glimmer and Olmo 3 32b Think share?

12 benchmarks have published results for both models. Muse Glimmer has 13 scored results on Noometry and Olmo 3 32b Think has 14.