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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

44
general
58
coding
88
reasoning
66
science
80
agents
70
multimodal

Rankings

Dominio#PosiciónPuntuaciónFuente
Capacidad agéntica128
34.0
LS
Ranking de codificación67
78.0
AA
Ranking general42
81.0
AA
Ranking multimodal8
65.0
LS
Ciencia39
84.0
AA

Puntuaciones de benchmarks (LLM Stats)

(LLM Stats (zeroeval))

Agents

DeepSearchQA74.8%Aut.
Terminal-Bench 2.0Stanford × Laude Institute (2026)59.0%Aut.
SWE-Bench ProPrinceton NLP (2024)52.4%Aut.

Biology

GPQANYU + Cohere + Anthropic (2023)89.5%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.

Índices de evaluación AA

(Artificial Analysis)
Coding Index(Artificial Analysis)
58.6
Intelligence Index(Artificial Analysis)
44.3
Tau2(Sierra + U Toronto + Vector Institute (2025))
0.9
Gpqa(NYU + Cohere + Anthropic (2023))
0.9
Lcr(Artificial Analysis)
0.8
Ifbench(Google Research (2023))
0.8
Terminalbench V2 1
0.6
Scicode(UIUC + Argonne National Lab (2024))
0.5
Terminalbench Hard(Stanford × Laude Institute (2026))
0.5
Hle(Center for AI Safety + Scale AI (2025))
0.4

Puntuaciones por categoría LLM Stats

(LLM Stats (zeroeval))
Physics
90
Biology
90
Chemistry
90
Communication
90
Frontend Development
80
Grounding
80
Tool Calling
80
Multimodal
70
Reasoning
70
Search
70
Image To Text
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