Open map-agent eval lab
Map Agent Arena
Cross-vendor Royal Rumble plus Mapbox and MapTiler skill graders. Built to compare agent skill packs — not hosted on a personal homepage.
Map Agent Royal Rumble
Top-10 mapping platforms, shared skills, static rubrics, Cursor/Composer run attribution.
Enter rumble →Mapbox Agent Grader
Core + Extreme skill scoreboard for Mapbox GL JS agent packs.
Open grader →MapTiler Agent Grader
Automated checks against maptiler-skills for MapTiler SDK packs.
Open grader →