Meta: Muse Glimmer 30B (batch)
Analysis Summary
Meta Muse Glimmer 30B is a multimodal model supporting text and image input, tool use, and function calling. Its 131K token context window is suitable for campaign assets, visual briefs, structured content tasks, and moderate document analysis, while the low listed price supports economical experimentation.
For Design for Online, the combination of vision and automation makes it relevant to image-aware content workflows, creative reviews, and high-volume enrichment tasks. However, this entry has no model-specific benchmark data in the supplied record, leaving reasoning depth, coding quality, and instruction-following reliability unconfirmed. It is a candidate for low-risk, human-reviewed workflows rather than a lead model for client-facing work.
Assessed September 1, 2026
Editorial notes
Muse Glimmer 30B combines vision, tool use, function calling, and a 131K token context window at low listed pricing. Model-specific benchmark data is unavailable, so production reliability remains unverified.
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DFO Verdict
Muse Glimmer 30B combines vision, tool use, function calling, and a 131K token context window at low listed pricing. Model-specific benchmark data is unavailable, so production reliability remains unverified.
How Meta: Muse Glimmer 30B (batch) compares
Its 131K-token context window is larger than 49% of the models we list. At $0.35 per million input tokens it is cheaper than 44% 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 | $0.35 | $0.000350 |
| Output | $1.50 | $0.001500 |
What would Meta: Muse Glimmer 30B (batch) 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 748 models → Price Calculator
These numbers get smaller with the right architecture.
We route routine calls to cheap models and save Meta: Muse Glimmer 30B (batch) for the hard ones. Most clients cut their estimate by 60-80%.
Talk to our teamAbout Meta: Muse Glimmer 30B (batch)
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 (batch)
How much does Meta: Muse Glimmer 30B (batch) cost?
Meta: Muse Glimmer 30B (batch) costs $0.35 per million input tokens and $1.50 per million output tokens.
What is the context window of Meta: Muse Glimmer 30B (batch)?
Meta: Muse Glimmer 30B (batch) has a context window of 131,072 tokens (131K).
What can Meta: Muse Glimmer 30B (batch) do?
Meta: Muse Glimmer 30B (batch) supports image/vision input, tool use, and function calling.
Who created Meta: Muse Glimmer 30B (batch)?
Meta: Muse Glimmer 30B (batch) is developed by Meta and was released on August 9, 2026.