 Metabat 2 is an updated version of the automated metagenome binning software tool that uses a new adaptive binning algorithm to eliminate manual parameter tuning, resulting in superior accuracy and computing speed. It also underwent extensive software engineering optimization for increased computational and memory efficiency. This article was authored by Dongwan D. Kong, Fongli, Edward Curtin, and others.