Meta

Muse Spark 1.2

Muse Spark 1.2 is a coding-focused update to Muse Spark 1.1 with improvements in code generation, complex debugging, codebase understanding, and end-to-end developer workflows.

meta/muse-spark-1.2

Context

1M

Output

131.1K

Released

2026-08-05

Knowledge cutoff

—

Types

InputTextImageAudioVideoPDF
OutputText

Reasoning

Supported

Tool use

Supported

Structured output

Supported

Attachments

Supported

Open weights

—

Provider pricing

Cloudflare AI Gateway
InTextImageAudioVideoPDF
OutText
Price
$1.25 / $4.25
Context
1M
Status
Stable
CommandCode
InTextImageAudioVideoPDF
OutText
Price
$1.25 / $4.25
Context
1M
Status
Stable
Kilo Gateway
InTextImageVideoPDF
OutText
Price
$1.25 / $4.25
Context
1M
Status
Stable
LLM Gateway
InTextImageAudioVideoPDF
OutText
Price
$1.25 / $4.25
Context
1M
Status
Stable
Merge Gateway
InTextImage
OutText
Price
$1.25 / $4.25
Context
1M
Status
Stable
NanoGPT
InTextImageAudioVideoPDF
OutText
Price
$1.25 / $4.25
Context
1M
Status
Stable
OpenRouter
InTextImageVideoPDF
OutText
Price
$1.25 / $4.25
Context
1M
Status
Stable
OrcaRouter
InTextImageAudioVideoPDF
OutText
Price
$1.25 / $4.25
Context
1M
Status
Stable
Vercel AI Gateway
InTextImagePDF
OutText
Price
$1.25 / $4.25
Context
1M
Status
Stable
AI/ML API
InTextImageAudioVideoPDF
OutText
Price
$1.72 / $5.85
Context
1M
Status
Stable

Benchmarks

  • GDPval-AA

    1615 · Elo

  • JobBench

    61.6 · mean rubric score

  • OSWorld

    47.6 · mean partial score

  • OSWorld

    17.9 · binary completion rate

  • DeepSearchQA

    85.9 · F1

  • Agentic IF Index

    46.2 · score

  • AutomationBench

    38.2 · pass@1

  • MRCR

    66.3 · mean sequence-match ratio

  • MRCR

    55.5 · mean sequence-match ratio

  • DeepSWE

    55 · pass@1

  • SWE-Atlas Codebase QnA

    46.2 · pass@1

  • Terminal-Bench

    82.9 · pass@1

  • DeepSWE

    59.3 · pass@1

  • MCP Atlas

    90.3 · pass rate

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