My employer stopped paying for Docker Desktop licenses but I never really understood the appeal in the first place, we definitely faced some issues with our enterprise setup (proxy and registry mirrors, nothing out of the ordinary for a big company).

Colima works pretty well, and documenting a reproducible setup is easy.

If I were willing to spend my own money, I'd pick OrbStack.