Meta model product
Muse Glimmer 30B is Meta’s open-weight, dense multimodal model for autonomous agentic work on consumer hardware.
Updated Sep 8, 2026. Default version: Muse Glimmer-30B
This profile uses the model's current scored version. Arena ratings and prices are shown separately.
Benchmark scores for Muse Glimmer-30B.
Benchmark | Score | Rank | Participants | Percentile | Evidence | Evaluated |
|---|
| BenchmarkAA-LCR | Score80.00% | Rank01 | Participants19 | Percentile100.00% | EvidenceC | Evaluated |
| BenchmarkBeam 128K | Score65.10% | Rank01 | Participants1 | Percentile100.00% | EvidenceC | Evaluated |
| BenchmarkCI Memories Coverage | Score64.80% | Rank01 | Participants1 | Percentile100.00% | EvidenceC | Evaluated |
| BenchmarkCI Memories Violation Rate | Score26.40% | Rank01 | Participants1 | Percentile100.00% | EvidenceC | Evaluated |
| BenchmarkGAIA2 | Score43.30% | Rank01 | Participants1 | Percentile100.00% | EvidenceC | Evaluated |
| BenchmarkSiren AgentDojo Attack Success Rate | Score28.40% | Rank01 | Participants1 | Percentile100.00% | EvidenceC | Evaluated |
| BenchmarkSiren AgentDojo Utility | Score94.20% | Rank01 | Participants1 | Percentile100.00% | EvidenceC | Evaluated |
| BenchmarkTau3 Banking | Score23.50% | Rank02 | Participants7 | Percentile83.33% | EvidenceC | Evaluated |
| BenchmarkWildClawBench | Score47.60% | Rank04 | Participants5 | Percentile25.00% | EvidenceC | Evaluated |
| BenchmarkScreenSpot Pro | Score75.40% | Rank07 | Participants26 | Percentile76.00% | EvidenceC | Evaluated |
| BenchmarkAIME 2026 | Score94.70% | Rank08 | Participants22 | Percentile66.67% | EvidenceC | Evaluated |
| BenchmarkSkillsBench | Score44.30% | Rank08 | Participants9 | Percentile12.50% | EvidenceC | Evaluated |
| BenchmarkDeepSearchQA | Score74.60% | Rank10 | Participants10 | Percentile0.00% | EvidenceC | Evaluated |
| BenchmarkSciCode | Score43.60% | Rank11 | Participants24 | Percentile56.52% | EvidenceC | Evaluated |
| BenchmarkIFBench | Score77.00% | Rank13 | Participants39 | Percentile68.42% | EvidenceC | Evaluated |
| BenchmarkMCP Atlas | Score75.50% | Rank14 | Participants34 | Percentile60.61% | EvidenceC | Evaluated |
| BenchmarkOmniDocBench 1.5 | Score75.80% | Rank14 | Participants18 | Percentile23.53% | EvidenceC | Evaluated |
| BenchmarkOSWorld-Verified | Score65.90% | Rank18 | Participants24 | Percentile26.09% | EvidenceC | Evaluated |
| BenchmarkCharXiv-R | Score78.80% | Rank28 | Participants55 | Percentile50.00% | EvidenceC | Evaluated |
| BenchmarkTerminal-Bench 2.1 | Score51.70% | Rank32 | Participants35 | Percentile8.82% | EvidenceC | Evaluated |
| BenchmarkMMMU-Pro | Score74.00% | Rank36 | Participants69 | Percentile48.53% | EvidenceC | Evaluated |
| BenchmarkSWE-Bench Verified | Score76.00% | Rank36 | Participants113 | Percentile68.75% | EvidenceC | Evaluated |
| BenchmarkSWE-Bench Pro | Score51.20% | Rank49 | Participants55 | Percentile11.11% | EvidenceC | Evaluated |
| BenchmarkHumanity's Last Exam | Score22.00% | Rank65 | Participants103 | Percentile37.25% | EvidenceC | Evaluated |
| BenchmarkLM Arena Webdev | Score1,359.56 rating | Rank72 | Participants97 | Percentile26.04% | EvidenceA | Evaluated |
| BenchmarkGPQA | Score83.50% | Rank73 | Participants247 | Percentile70.73% | EvidenceC | Evaluated |
| BenchmarkLM Arena Text Style Control | Score1,427.34 rating | Rank78 | Participants210 | Percentile63.16% | EvidenceA | Evaluated |
| BenchmarkLM Arena Text Factuality | Score1,404.20 rating | Rank101 | Participants121 | Percentile16.67% | EvidenceA | Evaluated |
| BenchmarkLM Arena Text | Score1,392.10 rating | Rank108 | Participants210 | Percentile48.80% | EvidenceA | Evaluated |
Preference and agent-evaluation results for the default version.
Arena | Category | Rank | Rating / score | Votes | Observations | Result date |
|---|
| Arenatext style control | Categorymath | Rank49 | Rating / score1,452.81 | Votes207 | ObservationsN/A | Result date |
| Arenatext style control | Categoryindustry business and management and financial operations | Rank51 | Rating / score1,450.05 | Votes684 | ObservationsN/A | Result date |
| Arenatext style control | Categorychinese | Rank60 | Rating / score1,479.48 | Votes300 | ObservationsN/A | Result date |
| Arenatext style control | Categoryindustry medicine and healthcare | Rank67 | Rating / score1,458.40 | Votes247 | ObservationsN/A | Result date |
| Arenawebdev | Categorywebdev-html | Rank67 | Rating / score1,382.70 | Votes154 | ObservationsN/A | Result date |
| Arenawebdev | Categorywebdev-react | Rank68 | Rating / score1,352.47 | Votes1,117 | ObservationsN/A | Result date |
| Arenatext style control | Categorycoding | Rank70 | Rating / score1,482.15 | Votes1,065 | ObservationsN/A | Result date |
| Arenatext style control | Categorynon english | Rank71 | Rating / score1,422.73 | Votes2,177 | ObservationsN/A | Result date |
| Arenawebdev | Categoryoverall | Rank72 | Rating / score1,359.56 | Votes1,511 | ObservationsN/A | Result date |
| Arenawebdev | Categorywebdev | Rank72 | Rating / score1,359.56 | Votes1,511 | ObservationsN/A | Result date |
| Arenatext style control | Categoryindustry software and it services | Rank73 | Rating / score1,468.17 | Votes1,517 | ObservationsN/A | Result date |
| Arenatext style control | Categorymulti turn | Rank73 | Rating / score1,437.24 | Votes596 | ObservationsN/A | Result date |
| Arenatext style control | Categoryrussian | Rank73 | Rating / score1,427.73 | Votes373 | ObservationsN/A | Result date |
| Arenatext style control | Categoryinstruction following | Rank78 | Rating / score1,415.63 | Votes1,279 | ObservationsN/A | Result date |
| Arenatext style control | Categoryoverall | Rank78 | Rating / score1,427.34 | Votes3,693 | ObservationsN/A | Result date |
| Arenatext | Categorymath | Rank79 | Rating / score1,423.35 | Votes207 | ObservationsN/A | Result date |
| Arenatext style control | Categoryexclude ties | Rank79 | Rating / score1,419.56 | Votes2,731 | ObservationsN/A | Result date |
| Arenatext style control | Categoryhard prompts | Rank82 | Rating / score1,445.28 | Votes2,453 | ObservationsN/A | Result date |
| Arenatext style control | Categoryhard prompts english | Rank83 | Rating / score1,449.91 | Votes996 | ObservationsN/A | Result date |
| Arenatext style control | Categoryindustry life and physical and social science | Rank85 | Rating / score1,440.19 | Votes628 | ObservationsN/A | Result date |
| Arenatext factuality | Categorycoding | Rank88 | Rating / score1,463.13 | Votes1,065 | ObservationsN/A | Result date |
| Arenatext factuality | Categorycreative writing | Rank89 | Rating / score1,372.36 | Votes690 | ObservationsN/A | Result date |
| Arenatext style control | Categoryindustry legal and government | Rank89 | Rating / score1,427.34 | Votes287 | ObservationsN/A | Result date |
| Arenatext | Categoryindustry business and management and financial operations | Rank92 | Rating / score1,399.30 | Votes684 | ObservationsN/A | Result date |
| Arenatext style control | Categorylonger query | Rank92 | Rating / score1,421.96 | Votes1,692 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryinstruction following | Rank93 | Rating / score1,404.15 | Votes1,279 | ObservationsN/A | Result date |
| Arenatext style control | Categoryexpert | Rank93 | Rating / score1,437.29 | Votes423 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryindustry entertainment and sports and media | Rank94 | Rating / score1,369.43 | Votes925 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryindustry writing and literature and language | Rank94 | Rating / score1,385.67 | Votes914 | ObservationsN/A | Result date |
| Arenatext | Categoryrussian | Rank95 | Rating / score1,393.68 | Votes373 | ObservationsN/A | Result date |
Official vendor API pricing appears first, followed by individual provider offers.
Provider | Provider model ID | Region | Input / 1M | Output / 1M | Context | Updated |
|---|
| ProviderNvidia | Provider model IDmeta/muse-glimmer-30b | Regionglobal | Input / 1MN/A | Output / 1MN/A | Context131.1K | Updated |
| ProviderRequesty | Provider model IDmuse-glimmer-30b | Regionglobal | Input / 1MN/A | Output / 1MN/A | Context131.1K | Updated |
| ProviderEmpirioLabs AI | Provider model IDmuse-glimmer-30b | Regionglobal | Input / 1M$0.20 | Output / 1M$0.80 | Context131.1K | Updated |
| ProviderOpenRouter | Provider model IDmeta/muse-glimmer-30b | Regionglobal | Input / 1M$0.30 | Output / 1M$1.1 | Context131.1K | Updated |
| ProviderKilo Gateway | Provider model IDmeta/muse-glimmer-30b | Regionglobal | Input / 1M$0.30 | Output / 1M$1.1 | Context131.1K | Updated |
| ProviderNanoGPT | Provider model IDmeta/muse-glimmer-30b | Regionglobal | Input / 1M$0.35 | Output / 1M$1.5 | Context131.1K | Updated |
| ProviderVercel AI Gateway | Provider model IDmeta/muse-glimmer-30b | Regionglobal | Input / 1M$0.35 | Output / 1M$1.5 | Context131.1K | Updated |
| ProviderFireworks AI | Provider model IDaccounts/fireworks/models/muse-glimmer-30b | Regionglobal | Input / 1M$0.35 | Output / 1M$1.5 | Context131.1K | Updated |
Official prices use only the vendor's configured official Provider and positive standard USD PAYG rates. Third-party offers remain explicitly labeled.
Provider-specific output speed and catalog latency for Muse Glimmer-30B. Runtime does not affect the capability score.
No provider-specific speed or latency record is linked to the default version yet.
Output Speed is generated output tokens received per second. Catalog latency is reported separately from observed provider TTFT.
Technical details for the model's default version.
Available versions of this model. The score column identifies the version used in the overall ranking.
Version | Released | LLMBoard | Parameters | Context | Max output | Open weights | License |
|---|
| VersionMuse Glimmer-30B | Released | LLMBoard57.39 | Parameters29.6B | ContextN/A | Max outputN/A | Open weightsYes | LicenseApache 2.0 |
Recommendations prioritize the same model type and family, then the closest LLMBoard score.
Key information about Muse Glimmer 30B and its available data.
8B-parameter ViT-G/14 perception encoder that accepts interleaved text and images, produces text, and supports a 131,072-token context window. 0.
Data as of 2026-09-08.
Common questions about Muse Glimmer 30B.
Muse Glimmer 30B's default version was released on Aug 10, 2026.
No official standard PAYG price is currently available for Muse Glimmer 30B. The lowest tracked third-party offer starts at $0.20 input and $0.80 output via EmpirioLabs AI.
Muse Glimmer 30B was created by Meta.
A context window is not available for the default version.
Yes. The default version is marked as open weight under Apache 2.0.
8 provider offerings are linked to the default version.