[pjmlp]

It made more sense in the 8 bit home computer era, where you could do a more high level coding with more performance than a BASIC interpreter, without having to mess with hexdumps for DATA segments, or Assembly opcodes.

[rwmj]

And specifically this is because compiled Forth uses a simple kind of compression. (This is explained a bit better in jonesforth).