If you do json rpc over HTTP/2 the performance will actually not be that different. The serialization layer is different and for sure protobuf will be fast to (de)serialize than JSON, but for most applications serialization is not the bottleneck (you can e.g. bury a lot more performance in the HTTP implementation).