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Dev · stefan-marr.de · Sunday, 23 August 2026

Your benchmark lied: why modern CPUs make measurements meaningless

Same benchmark, same JVM, nothing changed — yet the second run comes out faster. That's the trap Stefan Marr walks through using a fictitious payroll workload that behaves "reasonably deterministically." Frequency scaling, thermal budget, hybrid core types, JIT warming, and scheduler luck can all explain the same run-to-run variance. Modern systems are complex enough that the honest move is to hypothesize and verify, not assume you know what the clock says.

Read the source: stefan-marr.de ↗In the 23 August issue →