In general, yes. My rule of thumb for a basic web server is 100k QPS per physical core on cheap hardware, slowing down if it's doing anything intensive (depending on the nature of the images being requested and how the requests are distributed relative to the disks' layouts, they could have been pegged at the disks' throughput for example), speeding up if you have a particularly light workload or better hardware.