Muse Glimmer 30B

Meta API model specs with normalized input price, output price, context window, sample workload cost, and related comparisons.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget brief

Muse Glimmer 30B is estimated at $1.1 for the standard workload.

Muse Glimmer 30B is best suited for general API evaluation. A 1M input token plus 500K output token workload is estimated at $1.1.

Input price$0.35per 1M tokens
Output price$1.5per 1M tokens
Context window131.07Kreported maximum
Releasecatalog timestamp

Use this as a first-pass planning estimate, then verify provider limits, routing, discounts, and availability before production deployment.

Model Specs
ProviderMeta
Model IDmeta/muse-glimmer-30b
Prompt Price
per 1M tokens
$0.35
Completion Price
per 1M tokens
$1.5
Sample Workload Cost
1M input + 500K output
$1.1
Context Window131.07K
Release Date

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Prices are normalized to USD per 1M tokens.
Muse Glimmer 30B Calculating… Estimated monthly API cost
Unit prices $0.35 input / $1.5 output Per 1M tokens

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Alternative path

Alternative Shortlist

Open model finder

Use these rows to build a test shortlist around Muse Glimmer 30B. Lower cost, same-provider fit, and larger context are separate decisions, so each group is ranked by a different signal.

Lower-cost alternatives

Cross-provider candidates with a lower standard 1M input plus 500K output estimate.

ModelProviderSample CostContextWhy it is hereNext Step
New🔥Ox Alphastealth$01.05MLower standard workload estimate from another provider.Open model Compare
🔥Nemotron 3 Ultra (free)NVIDIA$01MLower standard workload estimate from another provider.Open model Compare
🔥Laguna S 2.1 (free)Poolside$0262.14KLower standard workload estimate from another provider.Open model Compare
New🔥Nemotron 3.5 Lightning (free)NVIDIA$01MLower standard workload estimate from another provider.Open model Compare

Same-provider swaps

Lower-cost options from the same provider, useful when account setup or procurement is already fixed.

ModelProviderSample CostContextWhy it is hereNext Step
Llama 3.3 70B Instruct (free)Meta$0131.07KSame provider with a lower standard workload estimate.Open model Compare
Llama 3.2 3B Instruct (free)Meta$0131.07KSame provider with a lower standard workload estimate.Open model Compare
Llama 3.1 8B InstructMeta$0.09131.07KSame provider with a lower standard workload estimate.Open model Compare
Llama 3.2 1B InstructMeta$0.1360KSame provider with a lower standard workload estimate.Open model Compare

Larger-context upgrades near this budget

Models with more context that stay within a close sample-cost band when price data is available.

ModelProviderSample CostContextWhy it is hereNext Step
🔥DeepSeek V4 Flash 0731DeepSeek$0.171.31MMore context while staying near this model's sample-cost band.Open model Compare
DeepSeek V4 Flash Latestdeepseek$0.111.31MMore context while staying near this model's sample-cost band.Open model Compare
Llama 4 ScoutMeta$0.251.31MMore context while staying near this model's sample-cost band.Open model Compare
🔥MiMo-V2.5Xiaomi$0.281.05MMore context while staying near this model's sample-cost band.Open model Compare
Model Introduction

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...

Best Fit

Muse Glimmer 30B is best suited for general API evaluation.

Cost Example

A 1M input token plus 500K output token workload is estimated at $1.1.

Decision Shortcuts

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