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Muse Spark Open Pricing & API Specs

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Muse Spark Open is a coding-optimized open-weight model. Trained specifically for agentic coding workflows, it delivers higher first-attempt accuracy, reliable tool calling, and deep codebase understanding across the repos developers... Built by Meta.

Prices updated

Input price

$1.25

per 1M tokens · Standard

Output price

$4.25

per 1M tokens · Standard

Input limit

1M

tokens

Output limit

131K

tokens

Input formats

TextImageVideoAudioPDF

Output formats

TextImageVideoAudioPDF
Compare

Muse Spark Open price history

2 price records since 10/18/2026

Muse Spark Open cost calculator

Input20M tokens
Output5M tokens

$46/month

Standard pricing

    Overview

    What is Muse Spark Open?

    Muse Spark Open is a text & reasoning and vision model from Meta priced at $1.25 input and $4.25 output per 1M tokens, with a 1M context window. It sits in the higher price range, so it fits quality-focused work; no AA Intelligence score has been published yet.

    Price: Claude Haiku 4.5 (+$0.000)Price: Muse Spark 1.1 (+$0.000)Price: Muse Spark 1.2 (+$0.000)

    Benchmarks

    Muse Spark Open benchmarks & speed

    How Muse Spark Open scores on standardized evaluations, and where it lands among every model we track.

    1305

    DesignArena Elo

    Better than 85% of 95 models

    Latency & design

    DesignArena win rate
    54.8%
    Design battles judged
    1,906

    Independent scores from Artificial Analysis and DesignArena · updated 10/30/2026. Higher is better; ranks compare against every model we track with that score.

    Rates

    Muse Spark Open pricing

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

    Input · Standard

    $1.25

    Per 1M tokens

    Cached input · Standard

    $0.15

    Per 1M tokens

    Capabilities

    Muse Spark Open Tools

    Tools available when using Muse Spark Open through supported provider APIs.

    Where to run it

    Muse Spark Open API providers

    7 providers serve Muse Spark Open. Prices are per 1M tokens; uptime is the last 24 hours.

    Fireworks
    Input
    $1.25
    Output
    $4.25
    Cached
    $0.15
    Context
    1M
    Uptime
    6.89%
    Makorafp4
    Input
    $1.25
    Output
    $4.25
    Cached
    $0.15
    Context
    1M
    Uptime
    100%
    Modal
    Input
    $1.25
    Output
    $4.25
    Cached
    $0.15
    Context
    1M
    Uptime
    99.73%
    Together
    Input
    $1.25
    Output
    $4.25
    Cached
    $0.15
    Context
    1M
    Uptime
    99.6%
    Nebiusfp4
    Input
    $1.25
    Output
    $4.25
    Cached
    $0.15
    Context
    1M
    Uptime
    100%
    Fireworks
    Input
    $1.25
    Output
    $4.25
    Cached
    $0.15
    Context
    1M
    Uptime
    6.8%
    BaseTenfp4
    Input
    $1.25
    Output
    $4.25
    Cached
    $0.15
    Context
    1M
    Uptime
    95.54%

    Strengths and limitations

    Strengths

    • Price rank 240 of 330 tracked models (1 = cheapest, by blended price).
    • Blended price at 3 input : 1 output is $2.00 per 1M tokens.
    • 1M input + 250K output tokens costs about $2.31.
    • Context window 1M vs a median of 262K (4.0× larger).

    Limitations

    • Generated tokens cost 3× more than input tokens, which matters for verbose responses.
    • Large context capacity does not guarantee consistent retrieval across the entire prompt.
    • Benchmarks are directional; test accuracy, latency and reliability on your own workload before committing.

    Public listed prices, checked Nov 9, 2026. Benchmarks as published by their sources. Confirm with the provider.

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    Frequently asked questions about Muse Spark Open

    Muse Spark Open is a text & reasoning and vision model from Meta. Muse Spark Open is a coding-optimized open-weight model. Trained specifically for agentic coding workflows, it delivers higher first-attempt accuracy, reliable tool calling, and deep codebase understanding across the repos developers...

    Muse Spark Open costs $1.25 per million input tokens and $4.25 per million output tokens on standard pricing. A workload of 20M input and 5M output tokens a month is about $46.

    Muse Spark Open accepts up to 1,048,576 tokens (1M) of input and can return up to 131,072 tokens in one response.

    Yes, Muse Spark Open supports function/tool calling and structured (JSON) outputs. Supported tools: Function calling, Structured outputs, JSON mode, Reasoning, Log probabilities, Deterministic seed, Prompt caching.

    Muse Spark Open accepts Text, Image, Video, PDF, Audio as input and produces Text as output.

    Muse Spark Open is available from 7 API providers: Fireworks, Makora, Modal, Together, Nebius, Fireworks, BaseTen. Prices can differ by provider.

    Muse Spark Open was released by Meta in 2026-10-15.