- Modular design: Plugins, Run Logic, Data Processing. - Included plugins: ActiveMQ, Hardware metadata. - Configurable benchmarks with yaml file. - User friendly CLI: bmkrun - Benchmarks configured with yaml file. Default config is provided with: bmkrun -c default - Supported benchmarks: HEPscore (default), HEPspec06, SPEC2017, DB12 (fast benchmark). - Improved and extended JSON metadata. - Allows user tag export via ENV variables (--tags) - Allows local export of logs and results for debug (--export) - Supported container engines: Docker and Singularity (default). - Improved logging capability. - Improved CI/CD testing capabilities. - Automatically build and publish wheels based on tags. - Python3.6+ support.