What are the pros and cons of Chaco vs. matplotlib?
This question comes up quite a bit. The bottom line is that the two projects initially set out to do different things, and although each project has grown a lot of overlapping features, the different original charters are reflected in the capabilities and feature sets of the two projects. Here is an excerpt from a thread about this question on the enthought-dev mailing list.
