Beyond Startup Time: The Real Performance Story of Spring Boot 2026

Startup time alone is a misleading metric that cannot drive sound architectural decisions. This analysis using realistic workloads—including actual database queries, CPU-intensive computations, and Spring Data integration—reveals significant performance differences between JVM, CDS, AOT-JVM, and Native Image that startup metrics fail to expose.