I’m sure there are examples where Graal Native will beat the JIT version of the same program (e.g. it often does more throughout escape analysis, also, smaller object allow more data to fit inside cache, etc), but in case of a “typical” application I would wager that the JIT approach is better. Maybe that’s just the way idiomatic JVM code is written?