There is no situation 1-50 where you absolutely require food for successful completion, nor should you "really" notice the effect of say 2 VIT or 4 Determination.

If you must eat something, do it for the 3% exp boost. It really doesn't matter what you eat pre-50.

Determination food will generally be best. Avoid PIE/Speed food. It's unnecessary.