Having more servers does help more than you think though. us-east-1 is the AWS region with the most downtime by a large margin simply because it’s the region with the highest demand.
Having too much demand on limited servers means that less of those servers are going to be available for redundancy.
Isn't us-east-1 also an early rollout region for new stuff as well?