The biggest difference is the COLD START, Google offering being in a different ball park. AWS sports ˜300ms cold starts (node and python) while GCP (and Azure) take 5 ~ 10 seconds. I hope GCP catches up or surpass AWS in the near future, but the gap today is HUGE. Price is quite similar if you don't hit Cold Start invocations very frequently.