Meta

Meta

Muse Glimmer 30B

Meta's open-weight (Apache 2.0) 30B dense multimodal model, distilled from Muse Spark and tuned for local agentic work. Vision + reasoning, single-GPU friendly.

Modalities

Text+Image → Text

Below release

Not established

Weights

Published

meta-models/Muse-Glimmer-30B

Where it sits in the catalogue Kyma measures

Every number against every text model Kyma prices per token — a stated rule, not a chosen line-up.

Price · input#21/66

$0.405

output $1.62

median $0.977 · best $0.0494

Price · output#23/66

$1.62

per 1M tokens generated

median $3.4515 · best $0.2164

Availability · 30d

Not measured yet

Throughput

Not measured

probe median, one fixed prompt

Response time

Not measured

probe median, to a complete answer

Context

131K

max output 8,192

published by Meta, not measured here

Tick above each rail is this model, below it the other 65. Dashed rule is the field median, solid is its best. Better is left; the axis stops at the 90th percentile, so a few models sit past its right edge.

Pricing

Pay per token. Cached input bills at this model’s own cached rate, listed below.

$0.405 /1M input$1.62 /1M output
Hobby10 req/day · 2K in / 500 out
~$0.49/mo
Production1,000 req/day · 2K in / 500 out
~$48.60/mo
Scale20,000 req/day · 2K in / 500 out
~$972/mo
+ Estimate your workload
1,000
2,000
500

Estimated monthly cost

$48.60

$1.62 / day on Muse Glimmer 30B

Same workload on:

Llama 4 Maverick$32.40-33%
Muse Spark 1.1$171+252%

Estimates use list pricing. Actual bills depend on real token counts, and every response includes its exact cost.

How it compares

Against the peers people actually weigh it against.

SpecMuse Glimmer 30BLlama 4 MaverickMuse Spark 1.1
Input /1M$0.405$0.27$1.542
Output /1M$1.62$1.08$5.243
Context131K1M1M
ToolsYesYesYes
ReasoningYesNoYes
ThroughputNot measuredNot measuredNot measured

Quick start

Up and running in under two minutes.

  1. 1

    Create an API key

    Sign up and grab a key from the dashboard — $0.50 free credit, no card required.

    Get API key →
  2. 2

    Make your first request

    Drop in your key and send a chat completion — fully OpenAI-compatible.

    curl https://kymaapi.com/v1/chat/completions \
      -H "Authorization: Bearer YOUR_API_KEY" \
      -H "Content-Type: application/json" \
      -d '{
        "model": "muse-glimmer-30b",
        "messages": [
          {"role": "user", "content": "Explain prompt caching in one paragraph."}
        ]
      }'
  3. 3

    Stream responses

    Add "stream": true to receive tokens as they arrive.

    curl https://kymaapi.com/v1/chat/completions \
      -H "Authorization: Bearer YOUR_API_KEY" \
      -H "Content-Type: application/json" \
      -d '{
        "model": "muse-glimmer-30b",
        "stream": true,
        "messages": [{"role": "user", "content": "Hello!"}]
      }'

FAQ

Common questions about this model.

What is the context window of Muse Glimmer 30B?

Muse Glimmer 30B has a 131K-token context window — roughly 193 pages of text in a single request.

How much does the Muse Glimmer 30B API cost?

$0.405 per 1M input tokens and $1.62 per 1M output tokens. No subscription; you pay only for what you use.

Does Muse Glimmer 30B support function calling?

Yes — Muse Glimmer 30B supports tool/function calling and structured outputs (JSON mode), so it works with agent frameworks out of the box.

Are the weights for Muse Glimmer 30B publicly available?

Yes. Meta publishes Muse Glimmer 30B's weights as meta-models/Muse-Glimmer-30B, so you can download and run the model yourself (https://huggingface.co/meta-models/Muse-Glimmer-30B, read 2026-08-31). Kyma serves it because it is convenient and has failover behind it, not because it is the only way to reach it.

Is Muse Glimmer 30B ever served below the precision its creator released it at?

Kyma cannot say. Answering it needs the precision Meta released Muse Glimmer 30B in, and we could not source that from Meta's own material — so there is nothing to compare a route against. We publish "not established" rather than reading a low format as a downgrade: on several models in this catalogue a low format is exactly how the creator ships it.

How do I use Muse Glimmer 30B?

Kyma is OpenAI-compatible: point your SDK's base URL at https://kymaapi.com/v1, use your Kyma API key, and set the model to muse-glimmer-30b. Signing up is free and includes $0.50 of credit — no card required.

Start with $0.50 free credit — no card required.Create account →

More models by Meta

ModelContextInputOutput
MetaMuse Spark 1.21M$1.688$5.738
MetaMuse Spark 1.11M$1.542$5.243
MetaLlama 4 Maverick1M$0.27$1.08
MetaLlama 3.3 70B128K$0.135$0.432