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Muse Spark Open

Score basis

Muse Spark Open is capable in factuality, long context, reasoning, and multimodal tasks; and behind the leaders in coding, agentic tasks, and math. Too few results yet to rate safety, multilingual tasks, or instruction following.

Capability profile

Bars show the model's median result as a share of the leading model's, per capability. Select a row to see its results.

Capable4 capabilities
  1. Factuality−10.5%3 of 4
  2. Long Context−14.4%1 of 3
  3. Reasoning−18.5%3 of 6
  4. Multimodal−23.7%1 of 6
Limited3 capabilities
  1. Coding−30.6%2 of 10
  2. Agentic−32.9%2 of 7
  3. Math−33.4%2 of 5
Not rated3 capabilities

Too few results yet to rate Safety, Multilingual or Instruction Following.

Price

$1.25input$4.25outputper million tokens

From Artificial Analysis · 2 providers tracked · All prices

Costs more than 73% of 334 priced models · 3:1 input-to-output blend, log scale

Evidence

16results on16benchmarks

  • 3 independently verified
  • 13 aggregator

From 4 sources · latest Oct 16, 2026 · How verification works

API features

Tool callingStructured outputsReasoning

As listed by OpenRouter

Muse Spark Open benchmark results

16 results on 16 benchmarks, grouped by capability. Each bar is the result as a share of the capability leader's; every result links to its source.

Factuality

CapableFull factuality ranking

10.5% behind the leader3 of 4 ranked benchmarks measured

Long Context

CapableFull long context ranking

14.4% behind the leader1 of 3 ranked benchmarks measured

Reasoning

CapableFull reasoning ranking

18.5% behind the leader3 of 6 ranked benchmarks measured

Multimodal

CapableFull multimodal ranking

23.7% behind the leader1 of 6 ranked benchmarks measured

Coding

LimitedFull coding ranking

30.6% behind the leader2 of 10 ranked benchmarks measured

Agentic

LimitedFull agentic ranking

32.9% behind the leader2 of 7 ranked benchmarks measured

33.4% behind the leader2 of 5 ranked benchmarks measured

More results

Benchmarks outside the capability baskets. They are not ranked against a leader.

Muse Spark Open: common questions

Who makes Muse Spark Open?

Muse Spark Open is made by Meta.

When was Muse Spark Open released?

Muse Spark Open was released on Oct 15, 2026, according to Artificial Analysis.

What is Muse Spark Open good at?

Muse Spark Open is capable in factuality, long context, reasoning, and multimodal tasks; and behind the leaders in coding, agentic tasks, and math. Too few results yet to rate safety, multilingual tasks, or instruction following.

How much does Muse Spark Open cost?

Muse Spark Open costs $1.25 per million input tokens and $4.25 per million output tokens, according to Artificial Analysis. We track its price at 2 providers. At a mix of three input tokens to one output token, it costs more than 73% of the 334 priced models we track.

How many benchmarks has Muse Spark Open been tested on?

We track 16 results for Muse Spark Open on 16 benchmarks from 4 sources, 3 of them independently verified. The latest was recorded on Oct 16, 2026.

Which API features does Muse Spark Open support?

OpenRouter lists tool calling, structured outputs, and reasoning for Muse Spark Open.

About this record

Where Muse Spark Open's numbers come from, and every name it appears under.

Tracked since
Oct 15, 2026
Newest source mention
Oct 16, 2026

Where the results come from

Verification: 16 scores · 3 independently verified · 13 aggregator-attributed. How these tiers are assigned

From 4 sources on 2 sites. Artificial Analysis supplies 13 of them; the 3 independently verified results come from 1 site. Bars are coloured by trust tier.

  • artificialanalysis.ai13
  • epoch.ai3

Also known as

muse spark open (xhigh)muse spark