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Models / Meta

Muse Spark Open

by Meta · meta/muse-spark-open

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...

reasoningtool-usevisionreleased 2026-10-15
Legal score · raw
-
not yet benchmarked
Context
1.05M
max output 944K
Input
$1.56
per 1M tokens
Output
$5.31
per 1M tokens
Suite cost
-
no run recorded

Prompt caching

Grounded answers re-send the same retrieved authority every turn, so a cached read is what a long matter actually costs. Prices are per 1M tokens, from the provider’s own catalog.

Cache read
$0.19
8.3x cheaper than uncached
Uncached input
$1.56
per 1M tokens

Capabilities

Modalities
in textimagevideofileaudio
out text
Request parameters it accepts
frequency_penaltyinclude_reasoninglogit_biaslogprobsmax_tokensmin_ppresence_penaltyreasoningreasoning_effortrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_logprobstop_p

Benchmark results

This model has not been run through the suite yet. See Humanity's Last Lawsuit for the benchmark models are ranked on.