This repeats my experience too. Backbone gets nasty too soon: nested entities, pagination, invalidation, caching have to be ad-hoc ugly solutions because Backbone is just too rigid where it better be flexible, and too flexible where it should have been rigid.

We gradually moved from Backbone to React+Backbone, and finally to React+Flux. It's been amazing since.