OmegaUse-OfficeVal: Benchmarking LLM Agents on Long-Horizon Office-Suite Tasks with Economic Grounding

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Was passiert ist

Researchers released OmegaUse-OfficeVal, a benchmark with 100 office-suite tasks paired with human labor time and cost data to evaluate LLM agent performance.

Warum es zählt

Engineering teams building or deploying LLM agents need this to understand whether automation saves money and delivers quality comparable to human workers.

Achtung

All tested LLMs remain cheaper and faster than humans but have not yet matched human-level deliverable quality on these complex tasks.