Comment by whichdan

Scale. Twitter and Dropbox are dealing with problems in a completely different realm than Gilt or Birchbox. Shopify would be a more interesting comparison; it's an e-commerce platform, rather than an e-commerce site, which undoubtedly deals with a lot of issues Twitter and Dropbox had to in their earlier days.