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Meta: Muse Glimmer 30B

meta/muse-glimmer-30b

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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

$0.30 / $1.10per 1M

Context

131K

Released

Aug 9, 2026

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ProvidersPricingPerformanceUptimeAppsActivityFAQ

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.

About Meta: Muse Glimmer 30B

OpenRouter makes Meta: Muse Glimmer 30B available through a unified, OpenAI-compatible API using the model ID meta/muse-glimmer-30b. Requests can be routed across 5 providers, including Parasail, DeepInfra, Phala, Together and Fireworks, with automatic failover when an endpoint is unavailable.

Meta: Muse Glimmer 30B accepts text and images and returns text. It has a 131,072-token context window and a maximum output of 131,072 tokens.

On OpenRouter, Meta: Muse Glimmer 30B costs $0.30/M input tokens and $1.10/M output tokens. It was released on August 9, 2026.

More models from Meta

  • Muse Spark 1.2
  • Muse Spark 1.1

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 costs $0.30/M input tokens and $1.10/M output tokens.

Muse Glimmer 30B has a 131,072 token context window. It supports up to 131,072 completion tokens.

Yes. Muse Glimmer 30B accepts tools and tool_choice for function calling. It supports response_format for JSON output, without JSON-schema enforcement.

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

Muse Glimmer 30B is served by 5 providers on OpenRouter: Parasail, DeepInfra, Phala, Together and Fireworks. Requests are routed to the best available provider, with automatic failover to the others, and you can pin or exclude providers with provider routing.

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

$0.30$1.10--0.68s48 tps
100.00%
$0.30$1.20$0.040.51s110 tps
100.00%
$0.30$1.20$0.041.07s50 tps
98.31%
$0.35$1.50$0.040.77s47 tps
99.99%
$0.35$1.50$0.040.18s38 tps
100.00%

Throughput

110tok/s

P50, best across providers

Latency

0.17s

P50, best provider

AutoExacto Benchmarks
GPQA DiamondTAU-Bench
Fireworks
82.1%74.6%
Together
81.5%74.4%
Phala
80.4%75.0%
DeepInfra
79.1%76.0%
auto-routing
79.3%68.7%
Uptime (3d)

100.00%

Availability (3d)

99.74%

Availability over the last 3 days

Last 72 hours
Availability 99.74%
3 Days Ago2 Days AgoYesterdayNow

Availability over the last 24 hours

OpenRouter Availability
99.54%
Without Routing
99.25%

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.

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