Benchmarks

Each resolver is Claude Code plus one browser-side tool, given a natural-language description of a UI element and asked to name the file that defines it. React Grab ties for the best accuracy at 96% and is the fastest at 20.7s. The next accurate tool takes 30.7s.

ResolverTimeAcc.Solved

React Grab20.7s

96%317

Cursor Browser30.7s

95%314

Agentation31.5s

96%319

LocatorJS41.8s

86%285

Click to Component42.8s

86%285

Claude Code (no tool)45.1s

86%285

01020304050

Average resolution time in seconds (lower is better); 331 cases per resolver.

331 test cases · Last benchmarked 2026-03-15 · Full breakdown · Source & methodology