Describes Benchmark Radar, an infrastructure system that aggregates data from 37 sources into a living database of 1,283 benchmark records for discovering and evaluating AI benchmarks. Provides dashboards, leaderboards, and a command-line interface, along with audits of benchmark saturation and adoption trends. Positioned as a reproducible catalog and analysis tool rather than a proposal of a new learning method.