There would still be JVM startup time even if some parts of the process delegate to native code. Though the OP acknowledges this and still thinks this is the best approach (and plans on mitigating the issue as much as possible). I'm of a similar mind: desktop apps tend to be long-lived and a few tens or even hundreds of milliseconds at startup shouldn't really matter.