What are you thinking the salary of early stage startups are in the Bay Area? I really doubt the ratio is 2:1 compared to Paris.
I just opened AngelList to search for junior developer positions at seed-stage startups and it confirms the ratio.
SF: 80-120k
Paris: 30-45k