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Muse Spark

MetaProprietary

Descripción

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.

Fecha de lanzamiento
2026-04-08
Parámetros
—
Longitud del contexto
—
Modalidades
—

Radar de capacidades

33
general
59
coding
88
reasoning
74
science
80
agents
70
multimodal

Rankings

Dominio#PosiciónPuntuaciónFuente
Ranking de codificación143
75.0
AA
Ranking general60
72.0
AA
Ranking multimodal12
66.0
LS
Ciencia67
79.0
AA

Puntuaciones de benchmarks (LLM Stats)

(LLM Stats (zeroeval))

Communication

Tau2 Telecom91.5%Aut.

Healthcare

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

Reasoning

GPQANYU + Cohere + Anthropic (2023)89.5%Aut.
CharXiv-R86.4%Aut.
IPhO 202582.6%Aut.
LiveCodeBench Pro0.80 / 3000Aut.
SWE-Bench Verified77.4%Aut.
Terminal-Bench 2.0Stanford × Laude Institute (2026)59.0%Aut.
Humanity's Last Exam58.4%Aut.
SWE-Bench ProPrinceton NLP (2024)52.4%Aut.
ARC-AGI v242.5%Aut.
FrontierScience Research38.3%Aut.

Search

DeepSearchQA74.8%Aut.

Vision

ScreenSpot Pro84.1%Aut.
MMMU-Pro80.4%Aut.
SimpleVQA0.71 / 100Aut.
ERQA64.7%Aut.
ZEROBench0.33 / 100Aut.

Índices de evaluación AA

(Artificial Analysis)
Tau2(Sierra + U Toronto + Vector Institute (2025))
91.5
Gpqa(NYU + Cohere + Anthropic (2023))
88.4
Lcr(Artificial Analysis)
78.0
Ifbench(Google Research (2023))
75.9
Terminalbench V2 1
62.2
Coding Index(Artificial Analysis)
58.6
Terminalbench Hard(Stanford × Laude Institute (2026))
45.5
Hle(Center for AI Safety + Scale AI (2025))
40.7
Intelligence Index(Artificial Analysis)
31.3

Puntuaciones por categoría LLM Stats

(LLM Stats (zeroeval))
Physics
90
Biology
90
Chemistry
90
Communication
90
Frontend Development
80
Grounding
80
Tool Calling
80
Image To Text
70
Multimodal
70
Reasoning
70
Search
70
General
70
Code
70
Vision
70
Math
60
Spatial Reasoning
60
Healthcare
60
Agents
60
Science
40

Precios

Precio de entradaGratis
Precio de salidaGratis
Precio mixto (3:1)Gratis

Velocidad

Tokens/seg0.0
Retraso del primer token0.00s
Tiempo hasta la respuesta0.00s

Ranking de Precios por Proveedor

No hay datos de proveedores disponibles

Fuentes externas