The aim of the GridBench suite of Benchmarks is to bring together a core set of benchmarks for characterizing Grid nodes or collections of Grid resources. In order to do this in an organized and flexible way we provide a framework for running benchmarks on Grid environments as well as collecting, archiving, and publishing the results. This framework allows for convenient integration of new and existing benchmarks into the suite.