FDE-Gym Benchmark Exposes AI Agents' Last-Mile Delivery Gap

A new benchmark, FDE-Gym, tests AI agents on real-world customer delivery tasks adapted from 20 scenarios across 18 industries. Top agents solved only 14 of 95 tasks, with frontier models scoring at most 0.56, revealing a large gap between standardized benchmarks and real deployment.

2026-10-16 ~ 2026-10-16 · 2 related posts

• FDE-Gym benchmark shows huge gap on real AI delivery tasks: top model scores 0.563 — DeepLethe · 2026-10-16
• FDE-Gym benchmark: best agent fully solves only 14 of 95 real customer-delivery tasks — dair_ai · 2026-10-16