Stanford AI Index

AI agents jumped from 12% to 66% task success in one year, matching human performance on real computer tasks. But hidden deployment costs and the 89% failure rate reveal why most enterprises aren't ready.

Stanford's 2026 AI Index shows AI agents hit 66.3% on OSWorld—yet enterprise agent deployment stays in single digits. Here's why the gap exists.