Offloop Multi-Agent Framework Tops GDPval Benchmark with Smart Dispatch

iamfakhrealam · x · 2026-07-23

Startup Offloop has launched its multi-agent harness. Moving away from the trend of simply building smarter individual agents, the system focuses on "smart dispatch": upon receiving a single instruction, it spins up the appropriate agents, routes tasks among them, runs QA, and only asks for a single human approval at the very end.

The team claims their framework has achieved state-of-the-art performance on the GDPval benchmark—which covers jobs accounting for $2.4 trillion in annual US wages—surpassing both Claude Code and Codex.

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