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Muse Spark Open

Built with Muse Spark Open. Meta's open-weight 816B-A42B model for coding and agentic workflows. Text and image input, text output, tool calling and structured output. Always reasons at low, medium, high, or xhigh effort. Custom Muse Model License and Usage Policy apply.

  • Reasoning
  • Vision
  • Tool Calling
  • Structured Output

Added Oct 15, 2026

Model weights

Pricing

Auto routing · per 1M tokens
Input
$1.25
Output
$4.25
Cache read
$0.15

Specifications

Context window
1M
Max output
N/A
Parameters
816B / 42B
Total / active
Avg output (7d)
1.3K tokens
Longer than 80% of models

Benchmarks

Sourced from Artificial Analysis.

Intelligence Index

38.9

Better than 91% of models compared

Agentic work

AutomationBench-AA

Workflow automation with guardrail penalties

49.7%

Better than 66% of models compared

AutomationBench-AA Tasks Completed

Fully completed workflows without guardrail violations

20.9%

Better than 69% of models compared

AA-Briefcase v1.1

Agentic knowledge work (Elo)

1279 Elo

Better than 68% of models compared

GDPval-AA v2.1

Economically valuable tasks (Elo)

1401 Elo

Better than 75% of models compared

Document reasoning

GDP.pdf

Professional PDF reasoning: all-pass rate

18.6%

Better than 68% of models compared

AA-LCR v1.1

Long context reasoning with updated grading

78.3%

Better than 80% of models compared

Reasoning

HLE

Humanity's Last Exam

43.9%

Better than 92% of models compared

Coding

Terminal-Bench v4.0

Practical coding and terminal tasks

8.1%

Better than 58% of models compared

SciCode

Python programming for scientific computing

58.4%

Better than 90% of models compared

Legacy benchmarks

GPQA Diamond (legacy)

Graduate-level scientific reasoning

89.0%

Better than 86% of models compared

AA-LCR (unversioned / legacy)

Long context reasoning evaluation

78.3%

Better than 80% of models compared

Last updated Oct 22, 2026

Artificial Analysis

Providers

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