Muse Glimmer 30B
Open-weights 30B multimodal agentic model distilled for local coding, tool use, and agent workflows on consumer hardware.
Updated 2026-08-24
Yes. Muse Glimmer 30B is free to use.
Listed pricing: Free (open weights, Apache 2.0).
Overview
Muse Glimmer 30B is an open-weights multimodal model from Meta designed specifically for agentic workflows that include coding and tool calling on local hardware.
It was distilled from the larger Muse Spark model and released with full weights on Hugging Face under the Apache 2.0 license, allowing developers to run and fine-tune it without cloud dependencies.
The 30B size targets consumer GPUs while retaining strong performance on agent tasks, distinguishing it from closed-source coding models that require API access.
Is Muse Glimmer 30B free?
Yes. Muse Glimmer 30B is free to use.
What the free tier covers: Full access to weights at no cost.
Listed pricing: Free (open weights, Apache 2.0).
Pricing on this page has not been re-verified. The entry was last edited on , and no separate pricing check has been run since. Treat the figures as a record of what was published then and confirm on the official site.
Muse Glimmer 30B pricing
| Plan | Price | What's included |
|---|---|---|
| Open Source | Free | Full model weights, Apache 2.0 license, Hugging Face hosting |
Full model weights, Apache 2.0 license, Hugging Face hosting
Pricing on this page has not been re-verified. The entry was last edited on , and no separate pricing check has been run since. Treat the figures as a record of what was published then and confirm on the official site.
Is Muse Glimmer 30B worth it?
You can test that on the free tier before paying anything. The recorded trade-offs are listed below, and any one of them can settle the question on its own.
The 8.2/10 AI Score is an editorial read of published capability, price and shipping pace. Nobody here has hands-on hours with Muse Glimmer 30B. How we verify.
Worth it if
The strengths recorded against this entry.
- Full open weights under Apache 2.0 for unrestricted use and fine-tuning
- Optimized specifically for agentic coding and tool-use tasks
- Runs locally on consumer GPUs without recurring API fees
- Distilled from larger Muse Spark model while keeping strong agent performance
Not worth it if
Any one of these blocks your use case.
- 30B parameter size still demands substantial VRAM for smooth inference
- Performance may trail larger closed models on complex multi-step reasoning
- Requires technical setup for local deployment and quantization
Key features
Local Deployment
Designed to run on consumer hardware for private agentic coding sessions without sending data to external servers.
Agentic Tool Use
Trained for tool calling and multi-step agent workflows, enabling local automation of coding and research tasks.
Multimodal Inputs
Accepts both text and visual inputs, supporting code generation that incorporates diagrams or UI screenshots.
How it compares
| Tool | Best for | Pricing | Score |
|---|---|---|---|
| Muse Glimmer 30B | — | Free (open weights, Apache 2.0) | 8.2/10 |
| Cursor | Professional developers handling complex, multi-file refactors who want AI built into a familiar VS Code-based editor. | Freemium | 9.5/10 |
| GPT-5.5 | Developers and teams needing a frontier reasoning model for agentic coding workflows and large-codebase context handling. | API: $5/$30 per 1M tokens (in/out). ChatGPT Plus $20/mo, Pro $200/mo | 9.4/10 |
| Claude Code | Developers who want an agent that works inside an existing repo and toolchain rather than in a hosted editor, and who already pay for a Claude plan. | Included with Claude Free, Pro, Max, Team and Enterprise plans | 9.3/10 |
Compare head-to-head
Comparison explorer Put Muse Glimmer 30B up against any three tools Opens with Muse Glimmer 30B already loaded. Add up to three more from the full index and read pricing, features, pros and cons in one table. →Related reading
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