I've written a ~500 line web application load simulator in Ruby. You give it the number of servers, processes, threads, p50 and p95 response times, # of db VCPU, and I/O wait %, and it Monte Carlo simulates your maximum possible req/sec.

Deploying as a tool for retainer clients soon.