I agree with you about the infinitive form, the only place where I'd see knowing the infinitive coming in handy would be further down the road, when knowing whether it's an -ir, -re, or -er verb would help with conjugation of novel verbs.

Good luck with the shoes! Spending a little extra can really help with comfort. My latest favourite brand of runners is Brooks; very comfortable and usually not too pricey.