Processing time becomes a problem as well when the depth of the call tree across process boundaries starts to climb.

Each service in turn has to request, receive, parse, process, and emit the data. Bandwidth and CPU time turn into latency. Those can start to add up.

Assuming you can stream, doing so in this particular scenario will also improve the latency, not just throughput.