It's also worth noting that Julia's JIT isn't tracing: it does all its compilation before the code is run (unless it hits a path which hasn't been run before, or wasn't inlined, in which case it runs the compiler again). I've heard it described as "really an ahead-of-time compiler that just runs really, really late".