[enneff]

The topic of this discussion is garbage collection and memory allocation. The graphs on that page show Go beating Java in memory usage in every case. I'm not sure what your point is.

Scala is a statically typed language but it must do runtime type reflection to implement some of its features on top of the JVM. That comes at a cost (and in fact we decided not to implement Go on the JVM for this exact reason). I know of a certain well-known company that uses Scala heavily and their JVM instances spend >80% of their CPU time in garbage collection.

The JVM has had a tonne of optimization done to it. The Go compilers and runtime have had barely any. There's plenty of low-hanging fruit: recent changes to the gc code generation have yielded as much as 2x speedups in certain operations.

My observation, from watching very skilled Java programmers build and deploy programs, is that garbage generation and collection latency cause serious problems. My observation of similar Go programs is that these kinds of problems don't really come up.