Gah this is annoying. I got it towed to my mechanic, they charge the battery and it starts fine, runs fine, no problems. They can't repeat the problem I had.

This is after me, my dad, my next door neighbor and the tow truck driver all tried to start it, to no avail. It now works fine. Thanks everyone who offered advice.