Drill holes and glue in fishing weights until they're even?

Maybe I am missing something, but just adding weights to the lighter blades to balance everything out seems be the solution.

There are lots of how-to's out there for how to balance ceiling fans with weighted clips, you should be able to adapt the process to your specific needs.