Meta: Muse Glimmer 30B
Analysis Summary
Meta's Muse Glimmer 30B is listed as a text-and-image model with tool use, function calling, and a 131K-token context window. Its input price is $0.30 per million tokens and output price is $1.20 per million tokens. No benchmark results are included, so its reasoning, coding, and instruction-following performance cannot be compared reliably with measured alternatives.
Image input and tool support may be useful for prototyping visual workflows or handling mixed text and image requests. However, the absence of performance evidence makes it difficult to recommend for client-facing tasks, complex analysis, or autonomous actions without testing. The context window is ample for many business documents, but context size alone does not establish reliable document reasoning.
Treat it as an affordable candidate for a limited evaluation. Promote it to routine workflows only after testing quality, structured output, and tool execution against representative tasks.
Assessed September 23, 2026
Editorial notes
Muse Glimmer 30B offers image input, tool calling, and a 131K-token context window at low listed prices, but no benchmark results are provided to establish task quality.
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DFO Verdict
Muse Glimmer 30B offers image input, tool calling, and a 131K-token context window at low listed prices, but no benchmark results are provided to establish task quality.
How Meta: Muse Glimmer 30B compares
Its 131K-token context window is larger than 51% of the models we list. At $0.30 per million input tokens it is cheaper than 43% 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.
Pricing
| Token Type | Cost per 1M tokens | Cost per 1K tokens |
|---|---|---|
| Input | $0.30 | $0.000300 |
| Output | $1.20 | $0.001200 |
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.
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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 $1.20 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.