# Molmo 2 8b vs Muse Glimmer

> Muse Glimmer is the stronger model overall, scoring 41.7 to 39.1 on the Noometry Index.

- Canonical page: https://noometry.com/compare/molmo-2-8b-vs-muse-glimmer
- Last updated: 2026-10-12
- Shared benchmarks: 4

## Summary

- They share 4 benchmarks with published results for both. Molmo 2 8b scores higher in 0 categories and Muse Glimmer in 4 categories; 3 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Muse Glimmer leads 57.5 to 49.4.

## Snapshot

| | Molmo 2 8b | Muse Glimmer |
|---|---|---|
| Provider | Allen Institute for AI (Ai2) | Meta |
| Noometry Index | 39.1 | 41.7 |
| Rank | 174 | 131 |
| Context | — | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Open |

## Coding

- Molmo 2 8b: —
- Muse Glimmer: 40.4 (#142)

| Benchmark | Molmo 2 8b | Muse Glimmer |
|---|---|---|
| LMArena WebDev | — | 1355 |
| SciCode | — | 44.9% |
| LMArena Coding | — | 1416 |

## Reasoning

- Molmo 2 8b: 25.6 (#146)
- Muse Glimmer: 25.7 (#144)

| Benchmark | Molmo 2 8b | Muse Glimmer |
|---|---|---|
| LMArena Hard Prompts | 1287 | 1396 |
| CritPt | — | 2.6% |

## Math

- Molmo 2 8b: —
- Muse Glimmer: 38.8 (#125)

| Benchmark | Molmo 2 8b | Muse Glimmer |
|---|---|---|
| LMArena Math | — | 1417 |

## Knowledge

- Molmo 2 8b: —
- Muse Glimmer: 38.5 (#143)

| Benchmark | Molmo 2 8b | Muse Glimmer |
|---|---|---|
| LMArena Expert | — | 1386 |

## Multimodal

- Molmo 2 8b: 30.2 (#112)
- Muse Glimmer: —

| Benchmark | Molmo 2 8b | Muse Glimmer |
|---|---|---|
| LMArena Vision | 1081 | — |

## Multilingual

- Molmo 2 8b: 42.7 (#190)
- Muse Glimmer: 50.5 (#122)

| Benchmark | Molmo 2 8b | Muse Glimmer |
|---|---|---|
| LMArena Non-English | 1276 | 1384 |
| LMArena Chinese | — | 1412 |
| LMArena Russian | — | 1390 |

## Instruction Following

- Molmo 2 8b: 67.0 (#201)
- Muse Glimmer: 72.6 (#135)

| Benchmark | Molmo 2 8b | Muse Glimmer |
|---|---|---|
| LMArena Instruction Following | 1270 | 1375 |

## Long Context

- Molmo 2 8b: —
- Muse Glimmer: 42.1 (#129)

| Benchmark | Molmo 2 8b | Muse Glimmer |
|---|---|---|
| LMArena Longer Query | — | 1382 |

## Writing & Preference

- Molmo 2 8b: 49.4 (#191)
- Muse Glimmer: 57.5 (#126)

| Benchmark | Molmo 2 8b | Muse Glimmer |
|---|---|---|
| LMArena Text | 1288 | 1389 |
| LMArena Creative Writing | — | 1339 |
| LMArena Multi-Turn | — | 1399 |

## FAQ

### Is Molmo 2 8b better than Muse Glimmer?

Muse Glimmer is the stronger model overall, scoring 41.7 to 39.1 on the Noometry Index.

### How many benchmarks do Molmo 2 8b and Muse Glimmer share?

4 benchmarks have published results for both models. Molmo 2 8b has 5 scored results on Noometry and Muse Glimmer has 15.