Modeldex
Meta

Muse Spark 1.3

CTX1.05M
93Quality
Reasoning · Vision · Tools
TextImageAudioVideoPDFInput$1.25/M
TextOutput$4.25/M

Muse Spark 1.3 is a multimodal reasoning model from Meta for long-running agentic, multi-agent, and coding workflows. It improves long-horizon agent collaboration, instruction following, and coding efficiency relative to Muse Spark 1.2.

PaidProprietary993/1040
Drag to turnCard front showing

MetaTextUncommon

Muse Spark 1.3

Muse Spark 1.3 is a multimodal reasoning model from Meta for long-running agentic, multi-agent, and coding workflows. It improves long-horizon agent collaboration, instruction following, and coding efficiency relative to Muse Spark 1.2.

muse-spark-1.3
Type
Text
Quality
93 · Top 7% on the Epoch Capabilities Index
Context window
1,048,576 tokens
Max output
131,072 tokens
Input price
$1.25 / 1M tokens
Output price
$4.25 / 1M tokens
Cache read
$0.15 / 1M tokens
Cache write
—
Released
Sep 2, 2026
Knowledge cutoff
—
Takes in
Text, Image, Audio, Video, PDF
Puts out
Text
Reasoning
Yes
Tool calling
Yes
Structured output
Yes
File attachments
Yes
Access
Paid
License
Proprietary
Rarity
Uncommon
Set number
993/1040

Weights aren’t public. Use is governed by Meta’s terms. Specs from models.dev, last changed Oct 18, 2026. Official source: dev.meta.ai.

How good is it?

Public leaderboard scores for Muse Spark 1.3, refreshed daily from Epoch AI and LMArena.

Top 7% of the 277 models on the Epoch Capabilities Index: #21.

Quality is the share of a leaderboard’s models this one beats, from 0 to 100. Chat models are rated on Epoch AI’s Capabilities Index when it lists them, otherwise on LMArena; image and video models on LMArena’s image and video arenas.

Leaderboards

Benchmarks Epoch AI runs

Scores from Epoch AI and LMArena, licensed CC BY 4.0. Boards list models under their own names, so a close match is shown with the name it was scored under. Credits

Where to run it

15 providers sell Muse Spark 1.3 through an API. Prices are per million tokens, cheapest first.

API providers

ProviderInputOutputContext
CommandCodeCheapest paidmeta/muse-spark-1.3-contributor$0.10$0.201.05M
Cloudflare AI Gatewaymeta/muse-spark-1.3$1.25$4.251.05M
DevPass (LLM Gateway)muse-spark-1.3$1.25$4.251.05M
EmpirioLabs AImuse-spark-1-3$1.25$4.251.05M
Kilo Gatewaymeta/muse-spark-1.3$1.25$4.251.05M
LLM Gatewaymeta/muse-spark-1.3$1.25$4.251.05M
MetaOfficialmuse-spark-1.3$1.25$4.251.05M
NanoGPTmeta/muse-spark-1.3$1.25$4.251.05M
OpenCodemuse-spark-1.3$1.25$4.251.05M
OpenRoutermeta/muse-spark-1.3$1.25$4.251.05M
Show 5 more providers
ProviderInputOutputContext
Oppermuse-spark-1.3$1.25$4.251.05M
Requestymuse-spark-1.3$1.25$4.251.05M
Vercel AI Gatewaymeta/muse-spark-1.3$1.25$4.251.05M
AIHubMixmuse-spark-1.3$1.38$4.671.05M
AI/ML APImeta/muse-spark-1.3$1.72$5.851.05M

From models.dev and Hugging Face, checked daily. Resellers’ listings can lag behind their price pages, so confirm with the provider before you commit.

Face off

Current text models from other labs at a similar output price.

More from Meta

Meta

Muse Wonder

CTX1.05M
New
99Quality
Reasoning · Vision · Tools
TextImageAudioVideoPDFInput$4/M
TextOutput$20/M

Muse Wonder is a frontier multimodal reasoning model from Meta for personal and professional agents, long-horizon coding, and computer use. It combines Active Memory, which carries relevant context across conversations, with Active Focus, which keeps it working through blockers toward a goal.

PaidProprietary1033/1040
Meta

Muse-Spark-Open-816B-A42B

SIZE822B
Vision
TextImageDownloads1.8K/mo
TextLikes520

Vision-language model from Meta, 822B parameters.

Open weightsMuse Model license1005/1040
Meta

Muse Spark 1.3 Contributor

CTX1.05M
Reasoning · Vision · Tools
TextImageAudioVideoPDFInput$0.10/M
TextOutput$0.20/M

Muse Spark 1.3 is a multimodal reasoning model from Meta for long-running agentic, multi-agent, and coding workflows. It improves long-horizon agent collaboration, instruction following, and coding efficiency relative to Muse Spark 1.2.

PaidProprietary994/1040
Meta

Muse-Glimmer-30B

SIZE30B
Vision
TextImageDownloads240K/mo
TextLikes2K

Vision-language model from Meta, 30B parameters.

Open weightsApache 2.0972/1040
Meta

Muse Spark 1.2 Contributor

CTX1.05M
Reasoning · Vision · Tools
TextImageAudioVideoPDFInput$0.10/M
TextOutput$0.20/M

Muse Spark 1.2 is a coding-focused update to Muse Spark 1.1 with improvements in code generation, complex debugging, codebase understanding, and end-to-end developer workflows.

PaidProprietary964/1040
Meta

Muse Spark 1.2

CTX1.05M
88Quality
Reasoning · Vision · Tools
TextImageAudioVideoPDFInput$1.25/M
TextOutput$4.25/M

Muse Spark 1.2 is a coding-focused update to Muse Spark 1.1 with improvements in code generation, complex debugging, codebase understanding, and end-to-end developer workflows.

PaidProprietary963/1040
Meta

Muse Spark 1.1

CTX1.05M
86Quality
Reasoning · Vision · Tools
TextImageVideoPDFInput$1.25/M
TextOutput$4.25/M

Muse Spark is a natively multimodal reasoning model with support for tool-use, visual chain of thought, and multi-agent orchestration.

PaidProprietary860/1040
Meta

sam3

SIZE860M
Computer vision
ImageDownloads1.9M/mo
–Likes4.6K

Segmentation model from Meta, 860M parameters.

Open weightsCustom license699/1040
Deck0/4
  1. Empty slot
  2. Empty slot
  3. Empty slot
  4. Empty slot