And in that case, what causes the discrepancy in productivity between London and SF?
It may simply be that the the same product is worth less when developed in London rather than SF, due to relative availability of VC, market access restrictions, cultural approaches to monetary compensation or any number of other reasons that have nothing to do with the quality of the code.