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The linked post mentioned that the compiler itself does compile faster, but not by much. Memory usage is the greatest impact of stage2.

The speed will come when the native backends are finished. Right now the compile time is mostly llvm. The idea is a native and fast backend for debug (development) builds, and llvm for optimized releases.