Many banks (I work for one of them) follow reasonable best practices, allow or require strong passwords, store them safely and require sensible second security factors. Others are decades behind in security, using nonsensical security schemes like the ones morgante and mng2 described above or requiring your password to be letters and numbers only between 6 to 8 characters.
If you care about security, stick with the banks who do as well. Make sure their password guidelines are in order, go with the ones that make you use a second factor, and if you ever see any hints they're storing your password in plain text, run.
Why do hacker news people think they are better at security than multi billion dollar banks?