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Muse Spark

MetaProprietary

Description

Muse Spark is the first model in the Muse family developed by Meta Superintelligence Labs. It is a natively multimodal reasoning model with support for tool-use, visual chain of thought, and multi-agent orchestration. It features a Contemplating mode that orchestrates multiple agents reasoning in parallel. It demonstrates competitive performance in multimodal perception, reasoning, health, and agentic tasks, with Contemplating mode achieving 58% on Humanity's Last Exam and 38% on FrontierScience Research.

Date de sortie
2026-04-08
Paramètres
—
Longueur du contexte
—
Modalités
—

Radar de capacités

49
general
48
coding
88
reasoning
66
scienceest.
80
agents
70
multimodal

Science utilise un proxy de raisonnement lorsque les benchmarks scientifiques dédiés ne sont pas disponibles.

Classements

Domaine#RangScoreSource
Agents & Tools48
57.0
LS
Code Ranking18
82.0
AA
General Ranking14
88.0
AA
Multimodal Ranking68
60.0
LS
Reasoning87
50.0
LS
Science9
90.0
AA

Scores de benchmarks (LLM Stats)

Agents

GDPval-AA1444.00 / 3000Aut.
DeepSearchQA74.8%Aut.
Terminal-Bench 2.059.0%Aut.
SWE-Bench Pro52.4%Aut.

Biology

GPQA89.5%Aut.

Code

LiveCodeBench Pro0.80 / 3000Aut.
SWE-Bench Verified77.4%Aut.

Communication

Tau2 Telecom91.5%Aut.

General

MMMU-Pro80.4%Aut.
SimpleVQA0.71 / 100Aut.

Grounding

ScreenSpot Pro84.1%Aut.

Healthcare

MedXpertQA78.4%Aut.
HealthBench Hard42.8%Aut.

Math

Humanity's Last Exam58.4%Aut.

Multimodal

CharXiv-R86.4%Aut.
ZEROBench0.33 / 100Aut.

Physics

IPhO 202582.6%Aut.

Reasoning

ERQA64.7%Aut.
ARC-AGI v242.5%Aut.
FrontierScience Research38.3%Aut.

Indices d'évaluation AA

Intelligence Index
52.1
Coding Index
47.5
Tau2
0.9
Gpqa
0.9
Ifbench
0.8
Lcr
0.7
Scicode
0.5
Terminalbench Hard
0.5
Hle
0.4

Scores par catégorie LLM Stats

Finance
100
Legal
100
Agents
100
General
100
Reasoning
97
Biology
90
Chemistry
90
Communication
90
Physics
90
Tool Calling
80
Frontend Development
80
Grounding
80
Vision
70
Code
70
Image To Text
70
Multimodal
70
Search
70
Spatial Reasoning
60
Healthcare
60
Math
60

Tarification

Prix d'entréeGratuit
Prix de sortieGratuit
Prix mixte (3:1)Gratuit

Vitesse

Tokens/sec0.0 tokens/s
Délai du premier token0.00s
Temps de réponse0.00s

Fournisseurs disponibles

(Unités internes LS)

Aucune donnée de fournisseur disponible

Sources externes

LLM Stats