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Home/Muse Spark 1.3 vs Muse Spark
Winner: Muse Spark 1.3Meta model comparison

Muse Spark 1.3 vs Muse Spark

For most workflows, Muse Spark 1.3 is the stronger default — muse spark with better tool calling and first-try accuracy, same price.

Last verified Oct 10, 2026/Model data modified Oct 10, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
MetaBalanced
Input cost
$1.25/1M
Context
1.0M tokens
Speed
Balanced

Clear recommendation block

The safest Muse Spark 1.3 vs Muse Spark default, the cheaper option worth trying first, and the specialist pick — before you read the detail below.

Best overall model

Muse Spark 1.3

View
Why this recommendation

Muse Spark 1.3 is the strongest answer here for Muse Spark 1.3 vs Muse Spark — pick it when quality of output matters more than the $1.25/1M/1M input you pay for it.

MetaBalanced
Best for
Coding agents and multimodal workflows that need few turns and clean output
Price
$1.25/1M
Context
1.0M tokens
Best value model

Claude Sonnet 5.5

View
Why this recommendation

Claude Sonnet 5.5 is the cheaper way in for Muse Spark 1.3 vs Muse Spark, at $2.00/1M/1M input against Muse Spark 1.3's $1.25/1M/1M.

AnthropicBalanced
Best for
Everyday feature work, bug fixing and polished documents at mid-tier pricing
Price
$2.00/1M
Context
1M tokens
Best for speed

Muse Spark

View
Why this recommendation

Muse Spark is the fastest of these for Muse Spark 1.3 vs Muse Spark — worth it when latency is what the reader notices, not the last few points of reasoning depth.

MetaBalanced
Best for
Agentic tool-use and multimodal reasoning at aggressive pricing
Price
$1.25/1M
Context
1.0M tokens

Why this page recommends it

Muse Spark 1.3 leads on coding with a score of 89 vs 89 for Muse Spark.

Both models are similarly priced — the decision comes down to capability, not cost.

Muse Spark 1.3 is the stronger default for coding tasks.

Decision notes

Muse Spark 1.3 is the safer default: it is built for coding agents and multimodal workflows that need few turns and clean output, which covers most of what people bring to this comparison.

Muse Spark earns its place when your work is mostly agentic tool-use and multimodal reasoning at aggressive pricing, even though it loses the overall count here.

Both models serve different primary workflows — Muse Spark 1.3 for coding agents and multimodal workflows that need few turns and clean output, Muse Spark for agentic tool-use and multimodal reasoning at aggressive pricing — so running each where it has a clear edge often beats forcing one to do both.

Interactive decision lab

Test the recommendation against your priority

Switch the scoring lens to see whether the Muse Spark 1.3 vs Muse Spark answer changes when cost, speed, or long-document depth leads the decision.

#1Muse Spark88 pts
#2Muse Spark 1.385 pts
Quality first

Muse Spark

Meta / Balanced / Aug 6, 2026

88

Best-value multimodal agentic model — GPT-5.5-tier smarts, video/audio/PDF in.

Ranks models by the broadest mix of coding, writing, research, and long-context usefulness.

Cost
$1.25/1M
$4.25/1M out
Speed
Balanced
3/5 score
Context
1.0M tokens
input window
View model
Data-backed recommendation
Avoid this pick if

You need frontier-ceiling reasoning or a mature developer ecosystem — Opus 5 and GPT-5.6 lead both.

Recommended comparisons

Where the Muse Spark 1.3 vs Muse Spark recommendation shifts once you weigh price or latency differently.

MetaBalancedWinner: Muse Spark 1.3

Muse Spark 1.3

Muse Spark with better tool calling and first-try accuracy, same price.

Best use case
Coding agents and multimodal workflows that need few turns and clean output
Input
$1.25/1M
Pricing
Balanced
Speed
Balanced
Context
1.0M tokens
MultimodalAgenticLong context
MetaBalancedOption 2

Muse Spark

Best-value multimodal agentic model — GPT-5.5-tier smarts, video/audio/PDF in.

Best use case
Agentic tool-use and multimodal reasoning at aggressive pricing
Input
$1.25/1M
Pricing
Balanced
Speed
Balanced
Context
1.0M tokens
MultimodalAgenticValue

Side-by-side specs

List prices and published scores — the numbers this page's pick is built from.

ModelInputOutputEst. monthContextSpeedCodingWritingResearch
Muse Spark 1.3Meta$1.25/1M$4.25/1M$211.0M tokensBalanced898485
Muse SparkMeta$1.25/1M$4.25/1M$211.0M tokensBalanced898890

Scores out of 100 — how we evaluate models. “Est. month” is 10M in / 2M out at list price: a ceiling, no discounts.

The case for each model

Why each one is on the shortlist for Muse Spark 1.3 vs Muse Spark, what it is genuinely good at, and where we would steer you away from it.

Muse Spark 1.3

Winner: Muse Spark 1.3Meta

The default answer for Muse Spark 1.3 vs Muse Spark — 89/100 on the coding axis, and the model we would start with unless the price below rules it out.

Meta's September 2, 2026 update to Muse Spark — a multimodal reasoning model for long-horizon agent and coding work, with a 1M context and native understanding of video, images and documents.

Input
$1.25/1M
Output
$4.25/1M
Context
1.0M tokens
Speed
Balanced

What people actually use it for

  • Coding agents where fewer unnecessary turns cut the real cost
  • Reading long documents, images and video in one context
  • Developer tooling that relies on dependable tool calls

Where it wins

  • Same $1.25/$4.25 price as the original Muse Spark
  • 1M context with output limits that match it
  • Meta describes higher first-attempt accuracy and more reliable tool calling than Muse Spark

Where it falls down

  • Meta published no standard benchmark table we could verify for this update
  • Free in the Meta AI app, but API access runs through third-party hosts

Skip it if

You need published benchmark evidence before choosing a model.

Our verdict

A point release of Muse Spark at the same price. Use it in place of the original Muse Spark; we cannot rank it against Claude or GPT models until comparable benchmark figures are published.

Full pricing, benchmark table and release notes on the Muse Spark 1.3 page.

Muse Spark

Meta

Here for latency: it answers fastest of anything listed for Muse Spark 1.3 vs Muse Spark, at 89/100 on coding.

Meta Superintelligence Labs' first closed frontier model — a natively multimodal agentic reasoner (text, image, video, audio, PDF in) with a parallel-agent 'Contemplating mode', priced aggressively below rivals.

Input
$1.25/1M
Output
$4.25/1M
Context
1.0M tokens
Speed
Balanced

What people actually use it for

  • Agentic productivity work — powers Meta AI's email/calendar/slides agents since v1.1
  • Terminal coding via the new Muse Code agent (v1.2 is coding-focused, 80% Terminal-Bench 2.1)
  • Health and science reasoning — Contemplating mode hit 58% on Humanity's Last Exam

Where it wins

  • Muse Spark 1.2 scores 80% on Terminal-Bench 2.1 and ranks #5 overall on GDPval-AA v2 (Elo 1631), ahead of Claude Opus 4.8 on agentic tasks
  • Natively multimodal in: text, image, video, audio, and PDF — broader input support than most rivals
  • $1.25/$4.25 per 1M tokens — among the most cost-efficient models at its intelligence level (~$0.40/task)

Where it falls down

  • Trails the frontier on raw intelligence: AA Intelligence Index 54 vs Claude Opus 5 (61) and GPT-5.6 Sol (59)
  • Weak on some hard agentic evals (27% tau3-Banking) and the API ecosystem is young — public API only since July 2026

Skip it if

You need frontier-ceiling reasoning or a mature developer ecosystem — Opus 5 and GPT-5.6 lead both.

Our verdict

Superseded: Muse Spark 1.3 (September 2, 2026) is the current version at the same price. Meta's surprise pivot to closed frontier models is a genuine value play: GPT-5.5-tier intelligence with the broadest multimodal input support, at prices that undercut OpenAI and Anthropic. The young API ecosystem is the main practical drawback.

Full pricing, benchmark table and release notes on the Muse Spark page.

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Muse SparkBest-value multimodal agentic model — GPT-5.5-tier smarts, video/audio/PDF in.Read guide
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Quick links

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FAQ

Is Muse Spark 1.3 better than Muse Spark?

Muse Spark 1.3 wins on more of the categories we score — coding, research, reasoning — so it is the better default of the two. Muse Spark is the better pick when your work is mostly agentic tool-use and multimodal reasoning at aggressive pricing. Neither is universally "better": Muse Spark 1.3 is aimed at coding agents and multimodal workflows that need few turns and clean output, Muse Spark at agentic tool-use and multimodal reasoning at aggressive pricing.

Which is cheaper — Muse Spark 1.3 or Muse Spark?

Both models are similarly priced at $1.25/1M input tokens. The decision should come down to capability, not cost.

Which has a larger context window — Muse Spark 1.3 or Muse Spark?

Both Muse Spark 1.3 and Muse Spark have the same 1.048576M context window.

Is Muse Spark 1.3 or Muse Spark better for coding?

Muse Spark 1.3 and Muse Spark are similarly matched on coding. Claude Opus 5.5 is the overall coding leader in this directory at 100/100.

Which is faster — Muse Spark 1.3 or Muse Spark?

Both Muse Spark 1.3 and Muse Spark have similar speed profiles — rated balanced. Neither will be the bottleneck if latency is your deciding factor.

What are the downsides of Muse Spark 1.3?

Meta published no standard benchmark table we could verify for this update. Free in the Meta AI app, but API access runs through third-party hosts. Avoid it if you need published benchmark evidence before choosing a model. That is the main case for looking at Muse Spark instead.

What are the downsides of Muse Spark?

Trails the frontier on raw intelligence: AA Intelligence Index 54 vs Claude Opus 5 (61) and GPT-5.6 Sol (59). Weak on some hard agentic evals (27% tau3-Banking) and the API ecosystem is young — public API only since July 2026. Avoid it if you need frontier-ceiling reasoning or a mature developer ecosystem — Opus 5 and GPT-5.6 lead both. Against Muse Spark 1.3 specifically, the two are close enough on capability that price and speed decide it.

What does a month of real work cost on Muse Spark 1.3 vs Muse Spark?

Take a moderate workload of 10M input and 2M output tokens a month. Muse Spark 1.3 runs $21.00 (at $1.25/1M in and $4.25/1M out); Muse Spark runs $21.00 (at $1.25/1M in and $4.25/1M out). The gap is small enough that price should not decide this one. Output tokens dominate the bill on both, so prompt length matters far less than response length.

Can I use Muse Spark 1.3 and Muse Spark together?

Yes, and for most teams that beats picking one. A common split is Muse Spark 1.3 for coding agents and multimodal workflows that need few turns and clean output, with Muse Spark handling agentic tool-use and multimodal reasoning at aggressive pricing. Since Muse Spark 1.3 is both the stronger and the cheaper option here, a split mainly makes sense if Muse Spark covers a capability you specifically need.