Muse Glimmer 30B
by Metatext+image->text4 endpoints
Neura Intelligence Index
55.9/ 100
Rank
#160—
Confidence
highBenchmarks
9(23% coverage)
Overview
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 agentic and coding workflows, with multi-step reasoning, reliable tool use, failure recovery, image understanding, and multilingual support across more than 100 languages.
Capabilities
Text generation
Image understanding
Tool use / Function calling
Structured output
Extended reasoning
Prompt caching
Long context
Top-P sampling
Stop sequences
Deterministic seed
Log probabilities
Modalities
Input
TextImage
Output
Text
Technical Specifications
Context Window
131.1K tokens
Max Output
118.0K tokens
Tokenizer
Other
Uptime (24h)
10000.0%
Parameters
29600000000B
License
apache_2_0Open Weights
Country
🇺🇸US
Release Date
August 10, 20261mo
Supported Parameters
frequency_penaltyinclude_reasoninglogit_biaslogprobsmax_tokensmin_ppresence_penaltyreasoningreasoning_effortrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_logprobstop_p
Benchmark Performance
coding
| Benchmark | Score | Source |
|---|---|---|
| SWE-bench Verified | 76 | verified |
| SWE-Bench Pro | 51.2 | verified |
| SciCode | 43.6 | verified |
reasoning
| Benchmark | Score | Source |
|---|---|---|
| GPQA Diamond | 83.5 | verified |
| Humanity's Last Exam | 22 | verified |
multimodal
| Benchmark | Score | Source |
|---|---|---|
| CharXiv Reasoning | 78.8 | verified |
| ScreenSpot Pro | 75.4 | verified |
| MMMU-Pro | 74 | verified |
agent
| Benchmark | Score | Source |
|---|---|---|
| MCP Atlas | 75.5 | verified |
Performance Over Time
Pricing
Per 1M tokens
Input$0.30
Output$1.10
Cache read$0.04
Added
August 9, 2026
Last synced 9/18/2026