OTP works with a password manager too. I have Authy on my Android, and Pass on my Linux computers. The second is backed up properly. This approach just means that enabling 2FA (which is mostly OTP in any case) just means registering the OTP URI in two locations instead of one.

Additional benefit: I can generate an OTP for any service protected like this without having to get my phone from wherever it is.