Just to add to what everyone else is saying. Java will not necessarily compile everything. When it analyses the code for optimization, java will choose to interpret code that is not used extensively a fair amount of the time. If you look at the byte codes your Long arrays should always take more time and certainly space complexity than your long arrays, but as has been pointed out, warmup effects will have an effect.
