Muse Glimmer
Public AI IQ model profile with source-backed benchmark results and derived ranking context.
Muse Glimmer API pricing — full price table, workload cost examples, and cheaper alternatives.
Release and Capabilities
| Public release | 2026-08-10 |
|---|---|
| Modalities | text, image |
| Context window | 128,000 tokens |
Open weights for local deployment
Publisher-reported capabilities
- Muse Glimmer is a 30B dense agentic model with an integrated 1.8B-parameter vision encoder.
- Meta released it under the Apache 2.0 license.
Limitations and availability caveats
- The initial release has a 128k-token context window before optional extension.
Official release and model references
Measured Coverage and Estimates
Muse Glimmer has 14 of 39 tracked IQ benchmark inputs across 5 of 7 dimensions. Raw benchmark tables contain source-backed results only. Derived IQ combines all six dimensions using the shared scoring methodology, including estimates where direct coverage is incomplete.
Among dimensions with direct benchmark coverage, this profile's highest estimated scores are Academic Reasoning (IQ 121) and Computer Use (IQ 114). These dimension estimates can include statistical adjustments or predecessor priors; they are not raw benchmark percentages or claims of real-world task success.
Benchmark versions, evaluation harnesses, and coverage affect comparisons; a missing result is not a score of zero. See the scoring methodology for estimation and uncertainty limits.
IQ Dimensions
| Dimension | IQ | Coverage |
|---|---|---|
| Abstract Reasoning | 87 | 0/5 |
| Mathematical Reasoning | 96 | 0/5 |
| Academic Reasoning | 121 | 5/6 |
| Programmatic Reasoning | 105 | 1/6 |
| Computer Use | 114 | 1/5 |
| Reliability | 113 | 2/6 |
| Knowledge Work | 110 | 5/6 |
Benchmark Results
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Frequently Asked Questions
- What is the IQ of Muse Glimmer?
- Muse Glimmer has an estimated IQ of 106, which ranks #83 out of 159 public models on the AI IQ leaderboard. The score combines seven equally weighted reasoning dimensions using measured benchmark results and conservative estimates for missing coverage.
- How much does Muse Glimmer cost?
- Muse Glimmer costs $0.325 per million input tokens and $1.35 per million output tokens. Adjusted for how many tokens it actually consumes on real tasks, its effective cost works out to $0.5388 per million input-plus-output tokens.
- Is Muse Glimmer open source?
- Yes — Muse Glimmer is an open-weights model: its trained weights are published, so it can be downloaded and self-hosted.
- When was Muse Glimmer released?
- Muse Glimmer was publicly released on August 10, 2026.
- How large is the context window of Muse Glimmer?
- Muse Glimmer supports a context window of 128,000 tokens — the amount of text it can consider in a single request.
- How fast is Muse Glimmer?
- In independent measurements, Muse Glimmer generates about 131 tokens per second, with a typical response time of about 20 seconds.