uv is comparable to npm. All your deps get auto tracked in a file. There are other things that do this, but pip isn't one of them, and I vaguely remember the others being less convenient.

The speed usually doesn't matter, but one time I did have to use it to auto figure out compatible deps in a preexisting project because the pip equivalent with backtracking was taking forever with CPU pegged at 100.