Meta's open model tuned for tool use, long tasks and recovering from failures. Understands images and runs on a single GPU.
| SWE-Bench Verified | 76 | |
|---|---|---|
| AIME 2026 | 94.7 | |
| GPQA Diamond | 83.5 |
Which GPU does Muse Glimmer 30B need?
The entry configuration is 1x RTX5090, which delivers around 38 tokens per second. For more parallel requests and headroom on speed, go with 1x H200.
How much does Muse Glimmer 30B cost?
An hour of Muse Glimmer 30B runs from $1.84 to $8.20 depending on the GPU configuration. Billing is hourly: you pay for server time, not for tokens.
How do I call Muse Glimmer 30B from my code?
Once deployed you get an OpenAI-compatible endpoint: point any OpenAI client at the base_url you receive and pass muse-glimmer:30b as the model name. Code written against the OpenAI API needs no changes.
Does the data stay private?
Yes. Muse Glimmer 30B runs on a dedicated GPU server inside a private environment: requests and responses never reach the model vendor and are not used for training.
What context window and license does Muse Glimmer 30B have?
Muse Glimmer 30B holds 32K tokens of context per request and ships under the Apache 2.0 license, so you can use it commercially on your own hosting terms.