If you don't want to share GCP and AWS both offer ways to rent machines that aren't shared with other users. But for most people the cost isn't worth it because

If you don't want to share GCP and AWS both offer ways to rent machines that aren't shared with other users. But for most people the cost isn't worth it because shared machines work well enough and provide much better resource utilization.