It depends on what you're backing up. If you're generating a lot of unique non-dedupable assets (eg you're a photographer who keeps their raws) it quickly becomes very expensive.

Don't get me wrong, I love tarsnap and used to use it, but for a lot of workloads it does not compete on price.