CellRank 2, our latest work on cell-state dynamics from single-cell data, is out in Nature Methods and won the first Helmholtz Software Award in the category “Scientific originality”. To date, the software has been downloaded over 120,000 times from PyPI and is used by biologists around the world to gain a deeper understanding into complex biological processes including cancer, regeneration, development and reprogramming.