Models / Meta/ Muse Spark 1.1

Muse Spark 1.1

Meta · released Jul 16, 2026

Input: text, images, audio, video and documents. Output: text.InputOutput
Type
Proprietary
Input
$1.25
Output
$4.25
Cached
$0.15

List price · per 1M tokens · Meta at 1M context · source ↗

Our take

Written Aug 3, 2026

Muse Spark is Meta's hosted-only flagship that accepts text, images, files, audio and video in a single request of up to one million tokens. It scores well on live coding and creative-writing leaderboards, with stable pricing across its two providers.

Who should pick it

Choose this for long-context multimodal work or coding and web development with measured quality scores. Use it when predictable pricing matters, or when you need confirmed throughput on Meta's own endpoint. Skip it if you want to self-host, need a cheaper output tier, or are routing through third-party hosts where speed is unverified.

The case for it

  • Broad multimodal input: text, images, files, audio and video in one model.
  • One-million-token request limit, matching the largest proprietary windows available.
  • Strong measured coding performance, with Arena Code (WebDev) Elo 1535.9479 and Arena Coding Elo 1529.1558.
  • Identical pricing across both tracked providers, so there is no arbitrage hunt.

The case against it

  • Hosted only with no download option: weights are proprietary and the parameter count is undisclosed.
  • Premium output pricing with no cheaper tier available across either provider.
  • Overall Arena text score declined slightly in the latest measurement, falling 1.6583 points over three days.
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How good is it?

IntelligencePuzzles, maths, exam questions

4.5 of 5

Arena Text (overall)5th of 143 · 1489.7

Arena Hard Prompts 5th of 143Arena Maths 10th of 139LiveBench Reasoning 11th of 35 via xHighLiveBench Data Analysis 19th of 35 via xHighLiveBench Mathematics 21st of 35 via xHigh

CodingWriting and fixing code on its own

4.5 of 5

Arena Coding6th of 143 · 1529.2

Arena Code (WebDev) 12th of 74LiveBench Coding 21st of 35 via xHigh

AgenticPlanning, calling tools, staying on task

2.5 of 5

Arena Agent (IPS)16th of 36 · 0.008

LiveBench Agentic Coding 5th of 35 via xHigh

WritingWe do not rate this

Scored, not ratedThe placings are on the right.

Two boards come close and neither tests writing: Arena Creative Writing asks people which of two replies they prefer, and LiveBench Language tests whether a model understood a passage. So we show where Muse Spark 1.1 placed and give it no mark out of five.

Arena Creative Writing 9th of 143 · 1463LiveBench Language 25th of 35 · 74.3 via xHigh
Also scored, on boards we give no mark for
Arena Instruction Following 11th of 143LiveBench 12th of 35 via xHighLiveBench Instruction Following 12th of 35 via xHigh

These tests check whether a model follows instructions — a precondition for all the work above, but not a measure of how well that work is done, which is why they get no rating.

Every published score for this model16 scoresEvery figure we hold, from 16 boards, with who ran it and a link to the source — including the boards no rating above is built on.
LiveBenchreasoning
75.3via xHighindependentsource ↗
58.5via xHighindependentsource ↗
77.2via xHighindependentsource ↗
72.6via xHighindependentsource ↗
69.6via xHighindependentsource ↗
74.3via xHighindependentsource ↗
87.1via xHighindependentsource ↗
87.7via xHighindependentsource ↗
0.008independentsource ↗
1529.2independentsource ↗
1510.6independentsource ↗
1488.2independentsource ↗
1489.7independentsource ↗
1535.9independentsource ↗
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Or rent it from someone else

Cheapest published offer

Why this differs from the header. The strip above quotes Meta's own list price. This is the cheapest live offer at the widest standard context we hold, whoever is serving it — a reseller undercutting a lab is ordinary commerce, not an error.

per 1M tokens
$1.25 in / $4.25 out
Context served
1M
Throughput
Not measured
Current provider offers with price, context and prompt-privacy answers
ProviderIn / out per 1M tokensContextThroughputTrains on promptsLogs promptsZero retention
OpenRouter$1.25 / $4.251Mnot measuredUnknownUnknownUnknown
Meta$1.25 / $4.251M90 tok/sNoYes30 daysUnknown

Across the 2 listings we hold: 1 say they do not train on prompts, 0 say they do and 1 do not say. 0 appear in the zero-retention registry we check; the rest are unknown to us rather than confirmed either way.

What each host's API supports

From the parameter list each endpoint publishes. Streaming is omitted: nothing we hold reports it, for any model.

Supported
Not supported
Not published
host gave no parameter list
API features per host
ProviderTool callingJSON outputStrict schema
OpenRouter
Meta

Tool calling: 2 of 2 listings say yes. JSON output: 2 of 2 listings say yes. Strict schema: 2 of 2 listings say yes.

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When we formed this view

Dates behind this page

Aug 2, 2026BenchmarkScored 1529.2 on Arena Codingleaderboard
Aug 2, 2026BenchmarkScored 1463 on Arena Creative Writingleaderboard
Aug 2, 2026BenchmarkScored 1510.6 on Arena Hard Promptsleaderboard
Aug 2, 2026BenchmarkScored 1475.3 on Arena Instruction Followingleaderboard
Aug 2, 2026BenchmarkScored 1488.2 on Arena Mathsleaderboard
Aug 2, 2026BenchmarkScored 1489.7 on Arena Text (overall)leaderboard
Aug 2, 2026BenchmarkScored 1535.9 on Arena Code (WebDev)leaderboard
Jul 28, 2026BenchmarkScored 0.008 on Arena Agent (IPS)leaderboard
Jul 26, 2026ListedListed on LLMapfirst indexed by our pipeline
Jul 16, 2026AnnouncedMuse Spark 1.1 announced by Meta

Prices last checked 9d ago

What we do not know about this model yet

  • Nothing we hold says whether an endpoint streams, so we do not show it either way.
  • 1 of 2 listings do not say whether they train on prompts.
03

Licence and identifiers

What the licence allowsWe hold no licence record for this model. Inside are the identifiers you need to pull it — its Hugging Face repo where we have one, our slug and a machine-readable card.

Licence

Commercial API terms. We hold no licence record for this model, so there is nothing to summarise here.

Identifiers

Modality record
text+image+file+audio+video->text
Catalogue slug
meta-muse-spark-1-1

Machine-readable model card (omc.json) →

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