Meta: Muse Glimmer 30B
Analysis Summary
Muse Glimmer 30B is a Meta model positioned for affordable multimodal workloads. It supports text and image input, vision, tool use, and function calling, with a 131K context window that can accommodate substantial briefs, records, and content plans. Its input and output pricing are comparatively low.
Those features make it suitable for image-aware content workflows, document transformation, structured drafting, and routine automation at scale. However, the supplied data contains no model-specific reasoning, coding, or agentic benchmark results, so capability and reliability remain unverified for complex analysis or autonomous execution. Human review would be appropriate for client-facing material.
Pilot it as a cost-conscious volume model, not as the default for high-stakes reasoning or engineering.
Assessed September 7, 2026
Editorial notes
Muse Glimmer 30B offers low-cost multimodal generation, a 131K context window, vision, and tool calling. It is a promising volume option, but the absence of model-specific benchmark data limits confidence for high-stakes client work.
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DFO Verdict
Muse Glimmer 30B offers low-cost multimodal generation, a 131K context window, vision, and tool calling. It is a promising volume option, but the absence of model-specific benchmark data limits confidence for high-stakes client work.
How Meta: Muse Glimmer 30B compares
Its 131K-token context window is larger than 48% of the models we list. At $0.30 per million input tokens it is cheaper than 47% of comparable models.
Dark bar = input · light bar = output, scaled to the priciest peer.
1M tokens ≈ 8 full-length novels or ~2,500 pages of business documents in a single request.
Strongest on value. The pulled-in technical corner is the trade-off, and if the shape matters more than the price, this is your model.
Compare shapes side-by-side →Pricing
| Token Type | Cost per 1M tokens | Cost per 1K tokens |
|---|---|---|
| Input | $0.30 | $0.000300 |
| Output | $1.10 | $0.001100 |
What would Meta: Muse Glimmer 30B cost your business?
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A website chatbot handling around 100 customer conversations a day, a few short messages each.
Full calculator with 776 models → Price Calculator
These numbers get smaller with the right architecture.
We route routine calls to cheap models and save Meta: Muse Glimmer 30B for the hard ones. Most clients cut their estimate by 60-80%.
Talk to our teamAbout Meta: Muse Glimmer 30B
Muse Glimmer 30B is a dense, open-weight multimodal model from Meta Superintelligence Labs, distilled from Muse Spark and optimized for autonomous agents on consumer hardware. It is suited for long-horizon..
Frequently asked questions about Meta: Muse Glimmer 30B
How much does Meta: Muse Glimmer 30B cost?
Meta: Muse Glimmer 30B costs $0.30 per million input tokens and $1.10 per million output tokens.
What is the context window of Meta: Muse Glimmer 30B?
Meta: Muse Glimmer 30B has a context window of 131,072 tokens (131K).
What can Meta: Muse Glimmer 30B do?
Meta: Muse Glimmer 30B supports image/vision input, tool use, and function calling.
Who created Meta: Muse Glimmer 30B?
Meta: Muse Glimmer 30B is developed by Meta and was released on August 9, 2026.