
Mobile AI Agents Still Fail Most Real Tasks — What the Numbers Actually Mean
A 2026 benchmark ran four mobile AI agents through 65 real Android tasks. The best one finished 43%. Here is why the reliability gap exists, what separates the agents that work from the ones that don't, and how to ship anyway.





