pip-tools is alright but it doesn't support cross-platform (or python version) lockfiles.

poetry is alright but it doesn't support the latest PEP standards, and its slow.

PDM is where it's at; it's fast, has a really responsive maintainer, supports all the latest PEP standards, and has really good cross-platform support.

pdm.fming.dev/