Olmo-3.1-32B-Instruct vs Muse Glimmer 30B
Benchmark Performance
Available Benchmarks
| Benchmark | Olmo-3.1-32B-Instruct | Muse Glimmer 30B |
|---|---|---|
| LMArena Text Arenatext-2026-09-01-011508720696 · arena_rating · leader | 1,311.9094% of row best · rating · olmo-3.1-32b-instruct; 95% CI [1305.73447366, 1318.07100374]; votes 11463; rank 223 | 1,391.91100% of row best · rating · muse-glimmer; 95% CI [1382.01378668, 1401.79860600]; votes 3696; rank 148 |
| Overall ResultCounted from the protocol-matched rows above | 0 benchmark wins | 1 benchmark winOverall lead |
Third-party benchmark Only like-for-like primary-publisher results are shown; raw scores, relative scores, configuration, and token spend remain visible.
Technical Differences
Side-by-Side Facts
| Field | Olmo-3.1-32B-Instruct | Muse Glimmer 30B |
|---|---|---|
| Developer | Ai2 | Meta |
| Family | Olmo 3 1 32b Instruct | Muse Glimmer |
| Model | Olmo-3.1-32B-Instruct | Muse Glimmer 30B |
| Version | Olmo-3.1-32B-Instruct | Muse Glimmer 30B |
| Lifecycle | active | active |
| Released | Unknown | 2026-08-09 |
| Knowledge cutoff | Unknown | 2026-01-04 |
| Input modalities | Text | Text, Image |
| Output modalities | Text | Text |
| Context window | 65,536 | 131,072 |
| Total parameters | 32,233,522,176 | 29,776,626,688 |
| Active parameters | Unknown | Unknown |
| License | apache-2.0 | apache-2.0 |
| Open weights | Yes | Yes |
| API available | Unknown | Yes |
| Self-hostable | Yes | Yes |
| Provider access | Unknown | Deepinfra (Standard), Fireworks Ai (Standard), Together Ai (Standard) |
| Capabilities | chat, generation, tools | chat, generation, reasoning, structured_outputs, tools |
13 comparable fields · 8 material differences · Pair passes the primary-source comparison gate
Olmo-3.1-32B-Instruct Capabilities
Muse Glimmer 30B Capabilities
Internal Comparison Graph
Related Comparisons
| A | Pair | B | Context |
|---|---|---|---|
 Gemma 4 12BGoogle Deepmind | vs | Muse Glimmer 30BMeta | cross-developer peersimage, text |
Muse Spark 1.1Meta | vs | Muse Glimmer 30BMeta | cross-developer peersimage, text |
 Qwen3.5-35B-A3BQwen | vs | Muse Glimmer 30BMeta | cross-developer peersimage, text |
| vs | Muse Glimmer 30BMeta | cross-developer peersimage, text | |
MolmoWeb 8BAi2 | vs | Muse Glimmer 30BMeta | cross-developer peersimage, text |
| vs | Muse Glimmer 30BMeta | cross-developer peersimage, text | |
| vs | Muse Glimmer 30BMeta | cross-developer peerstext | |
| vs | family variantstext | ||
| vs | family variantstext | ||
| vs | family variantstext | ||
| vs | Muse Glimmer 30BMeta | cross-developer peerstext | |
| vs | Muse Glimmer 30BMeta | cross-developer peerstext |
Primary Evidence
Sources and Freshness
Questions
Olmo-3.1-32B-Instruct vs Muse Glimmer 30B FAQs
Is Olmo-3.1-32B-Instruct or Muse Glimmer 30B better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Olmo-3.1-32B-Instruct and Muse Glimmer 30B, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Olmo-3.1-32B-Instruct or Muse Glimmer 30B?+
Only Muse Glimmer 30B has a directly sourced input price: $0.30 per million tokens. Only Muse Glimmer 30B has a directly sourced output price: $1.20 per million tokens.
Which has a larger context window, Olmo-3.1-32B-Instruct or Muse Glimmer 30B?+
Muse Glimmer 30B has the larger sourced context window. Olmo-3.1-32B-Instruct supports 65,536 and Muse Glimmer 30B supports 131,072.
Which performs better in benchmarks, Olmo-3.1-32B-Instruct or Muse Glimmer 30B?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can Olmo-3.1-32B-Instruct or Muse Glimmer 30B be self-hosted?+
Both models have the same recorded self-hosting status: supported. Olmo-3.1-32B-Instruct is open weight; Muse Glimmer 30B is open weight.
Can Olmo-3.1-32B-Instruct and Muse Glimmer 30B understand images?+
Olmo-3.1-32B-Instruct is not documented with image input; Muse Glimmer 30B is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Olmo-3.1-32B-Instruct or Muse Glimmer 30B?+
Neither has a larger sourced maximum output. Olmo-3.1-32B-Instruct is 32,768 and Muse Glimmer 30B is —.
Do Olmo-3.1-32B-Instruct and Muse Glimmer 30B support reasoning and tool use?+
Olmo-3.1-32B-Instruct: tool calling. Muse Glimmer 30B: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, Olmo-3.1-32B-Instruct or Muse Glimmer 30B?+
Olmo-3.1-32B-Instruct has 0 sourced provider routes; Muse Glimmer 30B has 3, so Muse Glimmer 30B has broader tracked availability.
Which offers better value, Olmo-3.1-32B-Instruct or Muse Glimmer 30B?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.