I find it excellent in production, and it's one of the backbones of Python as a 'data science' language. Being able to leverage dataframes in the same environment you build the webserver that serves the results is a really powerful thing. There have been times when the documentation has been difficult (mostly when it comes to already difficult to search for operations though).