Muse Spark 1.1 (xhigh)
Meta
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
2026-07-09
Parámetros
—
Longitud del contexto
1.0M
Modalidades
image, pdf, text, video
Radar de capacidades
49
general
69
coding
90
reasoning
70
scienceest.
80
agents
70
multimodal
Science usa un proxy de razonamiento cuando los benchmarks científicos dedicados no están disponibles.
Rankings
| Dominio | #Posición | Puntuación | Fuente |
|---|---|---|---|
| Ranking de codificación | 20 | 89.0 | AA |
| Ranking general | 19 | 84.0 | AA |
| Ciencia | 7 | 92.0 | AA |
Puntuaciones de benchmarks (LLM Stats)
Agents
GDPval-AA
1164.00 / 3000Aut.
DeepSearchQA
74.8%Aut.
Terminal-Bench 2.0
59.0%Aut.
SWE-Bench Pro
52.4%Aut.
Biology
GPQA
89.5%Aut.
Code
LiveCodeBench Pro
0.80 / 3000Aut.
SWE-Bench Verified
77.4%Aut.
Communication
Tau2 Telecom
91.5%Aut.
General
MMMU-Pro
80.4%Aut.
SimpleVQA
0.71 / 100Aut.
Grounding
ScreenSpot Pro
84.1%Aut.
Healthcare
MedXpertQA
78.4%Aut.
HealthBench Hard
42.8%Aut.
Math
Humanity's Last Exam
58.4%Aut.
Multimodal
CharXiv-R
86.4%Aut.
ZEROBench
0.33 / 100Aut.
Physics
IPhO 2025
82.6%Aut.
Reasoning
ERQA
64.7%Aut.
ARC-AGI v2
42.5%Aut.
FrontierScience Research
38.3%Aut.
Índices de evaluación AA
Coding Index71.3
Intelligence Index50.6
Gpqa0.9
Terminalbench V2 10.8
Lcr0.6
Scicode0.6
Hle0.5
Tau Banking0.3
Puntuaciones por categoría LLM Stats
Legal100
Finance100
Agents100
General100
Reasoning73
Physics90
Biology90
Chemistry90
Communication90
Frontend Development80
Grounding80
Tool Calling80
Image To Text70
Multimodal70
Search70
Code70
Vision70
Math60
Spatial Reasoning60
Healthcare60
Science40
Precios
Precio de entrada$1.25 / 1M tokens
Precio de salida$4.25 / 1M tokens
Precio mixto (3:1)$2 / 1M tokens
Precio de lectura caché$0.15 / 1M tokens
Velocidad
Tokens/seg135.6
Retraso del primer token0.78s
Tiempo hasta la respuesta15.52s
Ranking de Precios por Proveedor
Ranking de Precios por Proveedor
3 proveedores
Más barato: MetaMás caro: EmpirioLabs AI
ProveedorEntradaSalida
1MetaPRINCIPAL
$1.25
$4.25
2Vercel AI Gateway
$1.25
$4.25
3EmpirioLabs AI
$1.25
$4.25
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