Scale AI

Scale AI (Scale Labs)

Their benchmarks in the atlas

MCP Atlasby Scale AITask level · Pass rate
88.1%Muse Spark 1.1 · 9 Jul 2026
Strong
Remote Labor Indexby CAIS and Scale AIProject level · Automation rate
21.3%Opus 5.5 · 7 Oct 2026
Emerging
SWE-Bench Proby Scale AITask level · Resolve rate (public set)
61.5%Muse Spark 1.1 · 9 Jul 2026
Retired
SWE-Bench Pro V2by Scale AI and ReflectionTask level · Resolve rate (V2 Full)
99.4%Opus 5 (Claude Code) xhigh · 22 Sep 2026
Saturated

Work their benchmarks cover

Office and administrative support Data and analytics Software engineering Finance and accounting Design, media, and writing Architecture and engineering

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