I personally avoid using pip for managing system libraries because they often end up conflicting with distribution provided packages. Even if packages are missing upstream, they often pull in dependencies that may end up conflicting later. Versions start mismatching, tools stop using when sudo gets involved, all kinds of weirdness that's hard to debug if it's caused by a library you pulled in months ago.

My workaround for this problem is to install these tools in a separate venv and calling the binaries with their full path, but for tools like this where the command is built into the program that may be more difficult. It's also a waste of space in some cases, though deduplication tools can help there.