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Muse Spark 1.1 (xhigh)

Meta

描述

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.

發布日期
2026-07-09
參數規模
上下文長度
1.0M
支援模態
image, pdf, text, video

能力雷達圖

49
general
69
coding
90
reasoning
70
science估算
80
agents
70
multimodal

Science 在缺少專門科學評測時使用推理能力代理估算。

排行榜排名

領域#排名分數來源
程式碼能力榜20
89.0
AA
通用能力榜19
84.0
AA
科學能力7
92.0
AA

基準測試分數 (LLM Stats)

Agents

GDPval-AA1164.00 / 3000自報
DeepSearchQA74.8%自報
Terminal-Bench 2.059.0%自報
SWE-Bench Pro52.4%自報

Biology

GPQA89.5%自報

Code

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

Communication

Tau2 Telecom91.5%自報

General

MMMU-Pro80.4%自報
SimpleVQA0.71 / 100自報

Grounding

ScreenSpot Pro84.1%自報

Healthcare

MedXpertQA78.4%自報
HealthBench Hard42.8%自報

Math

Humanity's Last Exam58.4%自報

Multimodal

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

Physics

IPhO 202582.6%自報

Reasoning

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

AA 評測指數

Coding Index
71.3
Intelligence Index
50.6
Gpqa
0.9
Terminalbench V2 1
0.8
Lcr
0.6
Scicode
0.6
Hle
0.5
Tau Banking
0.3

LLM Stats 分類評分

Legal
100
Finance
100
Agents
100
General
100
Reasoning
73
Physics
90
Biology
90
Chemistry
90
Communication
90
Frontend Development
80
Grounding
80
Tool Calling
80
Image To Text
70
Multimodal
70
Search
70
Code
70
Vision
70
Math
60
Spatial Reasoning
60
Healthcare
60
Science
40

定價

輸入價格$1.25 / 1M tokens
輸出價格$4.25 / 1M tokens
混合價格(3:1)$2 / 1M tokens
快取讀取價格$0.15 / 1M tokens

速度

Tokens/秒135.6
首Token延遲0.78s
首回答延遲15.52s

供應商價格排行

供應商價格排行

3 個供應商

最便宜: Meta最貴: EmpirioLabs AI
供應商輸入輸出
1Meta主要
$1.25
$4.25
2Vercel AI Gateway
$1.25
$4.25
3EmpirioLabs AI
$1.25
$4.25

比較該模型在不同 API 供應商之間的定價。

外部連結