The Hidden Footprint: Making Storage a First-Class Metric for LLM Agent Evaluation

Chenglin Yu, Hongquan Gui, Ying Yu +2

LLM agent benchmarks measure task completion, reliability, and inference cost, but not the persistent data an agent run leaves on disk, including logs, context snapshots, checkpoin…