Cua Driver Bench: 58% pass rate on background macOS desktop tasks vs Codex 33%

TianbaoX · x · 2026-11-07

Cua launched Driver Bench with Scale AI's AgentEnv, testing whether agents can complete desktop tasks in the background while the user keeps working. On macOS, Cua Driver fully passed 58% of tasks, versus 33% for Codex computer use, 20% for Vercel's agent-desktop, and just 3% for browser-use — a rare head-to-head on background desktop automation.

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