How much does Muse Glimmer 30B cost?

Muse Glimmer 30B costs $0.30 per million input tokens and $1.20 per million output tokens on standard pricing. A workload of 20M input and 5M output tokens a month is about $12.

What is the context length of Muse Glimmer 30B?

Muse Glimmer 30B accepts up to 131,072 tokens (131K) of input and can return up to 16,384 tokens in one response.

Does Muse Glimmer 30B support tool calling and structured outputs?

Yes, Muse Glimmer 30B supports function/tool calling and structured (JSON) outputs. Supported tools: Function calling, Structured outputs, JSON mode, Reasoning, Deterministic seed, Prompt caching.

What inputs and outputs does Muse Glimmer 30B support?

Muse Glimmer 30B accepts Text, Image as input and produces Text as output.

Which providers serve Muse Glimmer 30B?

Muse Glimmer 30B is available from 3 API providers: Phala, DeepInfra, Together. Prices can differ by provider.

When was Muse Glimmer 30B released?

Muse Glimmer 30B was released by Meta in 2026-08-09.

Muse Glimmer 30B

muse-glimmer-30b

API Provider site

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... Built by Meta.

Prices updated recently

Input price

$0.30

per 1M tokens · Standard

Output price

$1.20

per 1M tokens · Standard

Input limit

131K

tokens

Output limit

16K

tokens

Input formats

TextImageVideoAudioPDF

Output formats

TextImageVideoAudioPDF

Compare

Muse Glimmer 30B price history

6 price records since 9/25/2026 · 4 changes

Muse Glimmer 30B cost calculator

Input20M tokens

Output5M tokens

$12/month

Standard pricing

Overview

What is Muse Glimmer 30B?

Muse Glimmer 30B is a text & reasoning and vision model from Meta. 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... Its 131K context window and $0.30 input price make it a candidate for cost-sensitive, high-throughput applications.

Image understandingDocument analysisContent workflowsClassification

Rates

Muse Glimmer 30B pricing

Pricing is based on token usage. Provider-specific caching, batch, regional, and tool charges may affect the final cost.

Input · Standard

$0.30

Per 1M tokens

Cached input · Standard

$0.04

Per 1M tokens

Capabilities

Muse Glimmer 30B Tools

Tools available when using Muse Glimmer 30B through supported provider APIs.

Function calling

Supported

Structured outputs

Supported

JSON mode

Supported

Reasoning

Supported

Built-in web search

Not supported

Log probabilities

Not supported

Deterministic seed

Supported

Parallel tool calls

Not supported

Prompt caching

Supported

Where to run it

Muse Glimmer 30B API providers

3 providers serve Muse Glimmer 30B. Prices are per 1M tokens; uptime is the last 24 hours.

Provider	Input	Output	Cached	Context	Uptime
Phala	$0.30	$1.10	$0.04	131K	99.85%
DeepInfrabf16	$0.30	$1.20	$0.04	131K	98.18%
Together	$0.35	$1.50	$0.04	131K	98.31%

Phala

Input: $0.30
Output: $1.10
Cached: $0.04
Context: 131K
Uptime: 99.85%

DeepInfrabf16

Input: $0.30
Output: $1.20
Cached: $0.04
Context: 131K
Uptime: 98.18%

Together

Input: $0.35
Output: $1.50
Cached: $0.04
Context: 131K
Uptime: 98.31%

Strengths and limitations

Strengths

Low input cost at $0.30 per million tokens suits high-volume workloads.
A 131K context window covers most focused application workflows.
Supports text & reasoning and vision workloads in one model.

Limitations

Generated tokens cost 4× more than input tokens, which matters for verbose responses.
The 131K context window is smaller than several long-context alternatives.
Arena Elo and MMLU-Pro are directional; test accuracy, latency and reliability on your own workload before committing.

Arena Elo, MMLU-Pro and pricing figures are illustrative; validate current vendor terms before purchase.

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