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Head-to-head comparison

Olmo 3 32B Think vs Muse Glimmer 30B

Olmo 3 32B Think (Allen Institute) and Muse Glimmer 30B (Meta) compared on the ModelCap Index, API price, context window, provider availability, weight access and every public benchmark board they share. Figures are the same ones shown on the live rankings; nothing here is a hidden score.

Snapshot as of 18 August 2026

As of 18 August 2026, Olmo 3 32B Think holds the stronger ModelCap Index position (#187 vs #190); and Muse Glimmer 30B offers the longer context window (131K vs 66K tokens).

Which should you choose?

Choose Olmo 3 32B Think if…

  • you want the stronger overall ModelCap Index position — #187 against #190 (15.5 vs 15.1 points).

Choose Muse Glimmer 30B if…

  • you need the longer context window — 131K tokens against 66K.
  • you want provider choice — 4 listed API providers against 0.
  • you want the more recently listed model — Muse Glimmer 30B was listed 9 August 2026, Olmo 3 32B Think 21 November 2025.

Olmo 3 32B Think vs Muse Glimmer 30B: specs, pricing and context

Specification comparison of Olmo 3 32B Think and Muse Glimmer 30B
FieldOlmo 3 32B ThinkAllen InstituteMuse Glimmer 30BMeta
ModelCap Index position#187#190
Index score15.515.1
EvidenceMeasuredMeasured
Input price / 1M tokensUnlisted$0.35
Output price / 1M tokensUnlisted$1.50
Context window66K tokens131K tokens
Max output tokens66K131K
API providers listed04
Weight accessOpen weightsOpen weights
Input modalitiesTextText, Image
First listed21 November 20259 August 2026
PublisherAllen InstituteMeta

Evidence: 3 public benchmark observations across 3 boards · 1 public benchmark observation across 1 board. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Olmo 3 32B Think vs Muse Glimmer 30B

Public benchmark boards where Olmo 3 32B Think or Muse Glimmer 30B has a published result
BoardOlmo 3 32B ThinkMuse Glimmer 30BLeads
Arena codingArena (LMArena)13641345–1382—Only one result
Artificial Analysis Intelligence IndexArtificial Analysis6.1intelligence-index—Only one result
WildClawBench OpenClawWildClawBench—47.6Only one result

Scores are the sources' own published figures for each model's best evaluated configuration; ModelCap never re-runs a benchmark.

Want a different pairing? Open the interactive comparison tool to swap either model for any current ranked language model.

Olmo 3 32B Think vs Muse Glimmer 30B: common questions

Is Olmo 3 32B Think better than Muse Glimmer 30B?

Olmo 3 32B Think ranks higher on the ModelCap Index as of 18 August 2026: #187 against #190. That is a capability ranking built from public benchmark evidence with published uncertainty; whether it is "better" for you also depends on price, context and where you can run it.

Is Olmo 3 32B Think cheaper than Muse Glimmer 30B?

At least one of the two has no listed API price on ModelCap right now, so no price comparison is made.

Which has the bigger context window, Olmo 3 32B Think or Muse Glimmer 30B?

Muse Glimmer 30B has the larger context window: 131K tokens against 66K.

Which is better for coding, Olmo 3 32B Think or Muse Glimmer 30B?

The two models do not share a coding benchmark board on ModelCap yet, so no head-to-head coding score is published; the ModelCap Index position is the closest overall signal.

Are Olmo 3 32B Think and Muse Glimmer 30B open-weight models?

Olmo 3 32B Think: Open weights. Muse Glimmer 30B: Open weights. Open weights mean the checkpoint can be downloaded and self-hosted under its licence; API-only models are available solely through hosted endpoints.

Where can I run Olmo 3 32B Think and Muse Glimmer 30B?

ModelCap currently lists 0 API providers for Olmo 3 32B Think and 4 for Muse Glimmer 30B, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Olmo 3 32B Think vs Muse Glimmer 30B comparison?

Every figure comes from the sealed ModelCap dataset published 18 August 2026; the page re-renders within a minute of each data refresh, and the ModelCap Index positions are the same ones shown on the live rankings.

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