Prime Day is, every year, the biggest live load test in the industry — and once again it was powered by AWS. Here are the metrics that matter, because they're the practical upper bounds of what each service sustains under real traffic, not benchmark slides.
These are the numbers to remember when someone tells you a service "can't scale." 192M DynamoDB requests per second with single-digit millisecond responses is the strongest durability argument for serverless databases that exists. 2.3 trillion Lambda invocations a day is the answer to every "Lambda doesn't scale" objection. Graviton at 49% of the largest retailer's compute shows where the industry's default silicon is heading. And the 47.7% year-over-year growth in ECS/Fargate tasks tracks the container-mainstreaming of even the most extreme workloads.
Prime Day isn't a benchmark — it's the real thing, and every one of these services absorbed it without a headline incident. If you're scaling Spring Boot on ECS, DynamoDB, or serverless, the practical ceiling these services operate under is far above your traffic — and the architecture patterns Amazon ships (Graviton, event-driven, Fargate) are the mainstream's default future.