Muse Spark 1.1: benchmark results

Meta's Muse Spark 1.1 model, an updated release of the closed Muse Spark system. Provider: Meta. Released 2026-07-09. Access: API.

Unified ELO 1733 ± 1, rank #24 of 1392 rated models, from 109 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
LLM Stats (MCP Atlas)88.1Score (%)100
MCP Atlas88.1Pass Rate (self-reported)100
SEAL - MCP Atlas88.1Score100
SEAL - MultiNRC65.59Score100
SEAL - Professional Reasoning Benchmark - Finance55.01Score100
SEAL - Professional Reasoning Benchmark - Legal57.05Score100
SEAL - SWE-Bench Pro (Private Dataset)51.5Score100
SEAL - SWE-Bench Pro (Public Dataset)61.5Score100
SEAL - VisualToolBench (VTB)44.77Score100
Chatbot Arena (Text - French)1520Arena Score99.3
Chatbot Arena (Text - Korean)1471Arena Score98.1
CAIS Risk Index34.2Risk Index (self-reported)97.9

Interactive version: theaggregate.ai/model?slug=muse-spark-1-1 · How It Works · Data refreshed daily, snapshot 2026-09-05.