On an 18i it's adding around 90bhp and on a 20i around 60bhp.
The 'stage 1' nonsense usually just means no hardware additions. So just a new boost/fuelling set of instructions.
Then you spend thousands more on 'upgrading' intercoolers, air filters, pipes, etc for not a lot more on the 'bigger'...