Improvement would be there, but I don't know that it would be a big leap in performance. My guess is that the upgrade would shave a few seconds off. But it will not take you from 2 minutes down to 2 seconds.
The fundamentals are just that you've heavily overloaded a 2 node cluster, and that's where the big problem lies.