Have you tried conda? Since the integration of mamba its solver is fast and the breadth of packages is impressive. Also, if you have to support Windows and Python with native extensions, conda is a godsend.
It is not fast. Mamba and micromamba are still much faster than conda and yet lack basic features that conda has to provide. Everyone is dropping conda like a hot plate since the licensing changes in 2024.