Novel concept of a benchmarking platform of computational tools for metagenome composition assessments that introduces: a continuous integration of tools, their multi-objective ranking, and an effective distribution through software containers. We see it as eventually becoming a community-driven effort where method developers can showcase novel approaches and get unbiased benchmarks for publications, while users can make informed choices and obtain standardised and easy-to-use tools.