Xmind is great tool for brainstorming, and mind mapping in general.
Even though there is no Affinity Diagram mode, it can be used for that as well.
Alternatives
- List of concept- and mind-mapping software
- yEd, a great tool for diagramming in general (not for brainstorming)
Links