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Meta: Muse Glimmer 30B (batch)

meta/muse-glimmer-30b:batch

Model weights
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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.

Modalities

In / Out Price

$0.35 / $1.50per 1M

Context

131K

Released

Aug 9, 2026

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ProvidersPricingPerformanceUptimeAppsActivityFAQExplore

Providers

Different companies host the same model. OpenRouter routes your request to one of them based on the routing mode you pick — Balanced (price + speed), Nitro (fastest), or Exacto (highest tool-calling accuracy).

Pricing

The average price customers actually pay for this model, next to the prices providers post. Caching and discounts mean the price actually paid is often well below the listed one.

Performance

Throughput is how fast the model writes (tokens per second — higher is better). Latency is total round-trip time (lower is better). TTFT is time-to-first-token — how long before you see anything appear (lower is better).

Uptime

Uptime is the percentage of the past 3 days that at least one provider was responding to requests. Availability is the percentage of time that inference was successfully served. OpenRouter continuously monitors and uses the next-best provider when one returns an error.

Apps

Public apps that send the most traffic to this model. Good signal for what real production workloads look like — and a hint at which use cases this model is best suited for.

Activity

Token volume and request traffic to this model over time.

Quick Start

Drop-in code to call this model. OpenRouter's API is OpenAI-compatible — most SDKs work by just swapping the base URL. The only thing that changes between models is the model slug below.

Explore more models

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$0.35$1.50$0.04----
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GPQA DiamondTAU-Bench
Parasail
81.9%76.3%
DeepInfra
79.1%77.8%
Together
81.3%74.5%
Fireworks
80.5%74.9%
Phala
78.8%75.1%
+1 more providers

Availability over the last 24 hours

OpenRouter Availability
N/A

When an error occurs in an upstream provider, we can recover by routing to another healthy provider, if your request filters allow it. You can access per-provider uptime data programmatically through the Endpoints API. Learn more about our load balancing and customization options.

Not enough data for apps using this model yet.

Frequently asked questions

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.

Muse Glimmer 30B (batch) costs $0.35/M input tokens and $1.50/M output tokens, with separate rates for Cache Read at $0.04/M tokens.

Muse Glimmer 30B (batch) has a 131,072 token context window.

Yes. Muse Glimmer 30B (batch) accepts tools and tool_choice for function calling. It also supports structured outputs via a JSON schema in response_format.

Muse Glimmer 30B (batch) accepts text and images as input and returns text.

Muse Spark 1.2 Contributor, Muse Spark 1.2 and Muse Spark 1.1 are other text models from Meta.

Muse Glimmer 30B (batch) was released on August 9, 2026.