The advantage to OTP, even when stored with the password, is that it switches from shared-secret to asymmetric-key login. Of course in theory with a good hash+salt it's nearly the same, but with OTP I have better confidence that an attacker can't steal my credentials.

(I mean, I say this as someone who also keeps 2FA separate, but I do see some benefit to 2FA even stored with the password)