18 August 2026
AI evaluation tools shift focus from model to system performance
- New evaluation plugins and platforms now track how AI agents perform on real tasks across millions of sessions, measuring routing decisions and cost per task.
- The field is moving away from testing individual AI models in isolation toward measuring complete agent systems that break down problems and route them to different tools.
