Turning off WiFi alone is actually worse, in general. That's because your phone will now use its cellular radio (higher battery consumption) for all its behind-the-scene communications.
OTOH, Airplane Mode turns ALL radios off. so this is the best way to conserve battery. You won't get any e-mail, text, calls, etc. either.
Regards,
Tom