Cloud Infrastructure

Serverless at Scale: Real Cost Analysis, Cold Start Benchmarks, and When Lambda Actually Saves Money

Serverless promises automatic scaling and pay-per-use pricing, but the break-even point versus traditional hosting depends on traffic patterns, not scale. Real benchmarks show when Lambda saves 96% on costs—and when EC2 Reserved Instances or Savings Plans cost 40-60% less.