The issues I had:

• packages installing but not working due to missing dependencies
• packages installing but not working due to broken dependencies (wrong lib version installed)
• packages not building and failing with obscure errors
• one package was abandoned and using Python 2.7

If a ‘pip install X’ completes successfully but X doesn’t work it’s on pip. And when it fails it could tell you why. Cargo does.