
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
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).
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.
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 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.
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.
Token volume and request traffic to this model over time.
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.
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, Phala, DeepInfra, 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 | -- | 1.11s | 49 tps | ||
| $0.30 | $1.10 | $0.04 | 1.08s | 47 tps | ||
| $0.30 | $1.20 | $0.04 | 0.43s | 145 tps | ||
| $0.35 | $1.50 | $0.04 | 0.58s | 79 tps | ||
| $0.35 | $1.50 | $0.04 | 0.49s | 56 tps |
Throughput
145tok/s
P50, best across providers
Latency
0.42s
P50, best provider
100.00%
99.76%
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.