How Good Are AI Agents Really? 2026's Toughest Benchmarks

Fresh 2026 benchmarks — ITBench-AA for enterprise IT and LongDS-Bench for long-horizon work — show frontier agents still fail most real tasks. Here's what they actually measure and why the gap matters.

06/01/2026 · Model Evaluation · 10 min read