How long ago was 'back in the day'? Development has really picked up since about 2011, and it's become much more than just a shell. IPython has a particular focus on scientific computing, and how we can mix ad-hoc exploratory computing with recorded, repeatable computing, which leads to tools like the notebook.

If bpython does what you want, that's great. But the equivalent functionality is just one part of IPython.