Muse Spark

Released

Muse Spark is an AI model released by Meta on Wednesday, Apr 8 2026, 368 days after LLaMA 4 Maverick. Benchmark results (shown below) cover CharXiv Reasoning, Gray Swan IPI, SWE-Bench Pro, SWE-Bench Verified, DeepSWE 1.1, Terminal-Bench 2.1, and 9 more.

Benchmarks

Coding

SWE-Bench Pro
55%
#16 of 23
SWE-Bench Verified
77.4%
#22 of 57
DeepSWE 1.1
10%
#26 of 26

Terminal & CLI

Terminal-Bench 2.1
67.3%
#26 of 30

Agentic & tool use

MCP Atlas
82.2%
#4 of 11
JobBench
17%
#8 of 8
Toolathlon-Verified
49.4%
#9 of 9
OSWorld-Verified
53.3%
#26 of 28

Reasoning & science

Humanity's Last Exam
50.4%
with tools
#22 of 42
ARC-AGI-2
42.5%
#18 of 21
GPQA Diamond
89.5%
#19 of 59

Multimodal

CharXiv Reasoning
88.9%
#1
BabyVision
39.9%
#4 of 4
MMMU
80.4%
#4 of 7

Robustness

Gray Swan IPI
2.9%
k = 1
14.3%
k = 10
16.5%
k = 15
k = 1
#5 of 13
k = 10
#5 of 13
k = 15
#5 of 13

Source: BenchLM, retrieved 11 July 2026. Every other score here is the figure the lab published at launch.

About

Muse Spark, released April 8, 2026, was Meta's reset: a new model family retiring the Llama name a year after Llama 4, and — a sharp break with Meta's open-weights tradition — released as a proprietary model rather than a downloadable one. It debuted at 89.5% on GPQA Diamond, 80.4% on MMMU, and 77.4% on SWE-Bench Verified.

Its standout results were agentic: 82.2% on MCP Atlas for tool orchestration and 88.9% on CharXiv Reasoning, the best chart-understanding score of any model at release. Muse Spark 1.1 followed on July 9, 2026 with large gains across agentic benchmarks, including 20.0% on Harvey Legal Agent — the top published legal-work score on this tracker, and the coding-focused Muse Spark 1.2 arrived a month later.

Compare Muse Spark with

Muse Spark

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Frequently asked questions

Muse Spark was released by Meta on Wednesday, Apr 8 2026.

All Meta releases

15 tracked