How does SRP help? With SRP, you still have a server-side brute-forceable table of password hashes. The server stores v = g^x, x = H(s, p), for each user, where s is the salt and p is the password. g is known to the server (and hence the attacker), so if the attacker downloads the database, he can go through the dictionary and brute force. If you're rolling out SRP, you ought to use scrypt for H.

Edit: and BTW, Cupid.com has nothing to do with OkCupid. They were the cause of much confusion throughout our history. We'd tell people to sign up for OkCupid, and they'd go to Cupid.com. Eventually, Cupid.com had to say, in their radio ads, "Not OKCupid.com, go to Cupid.com!"