When I was in college (Rice), I’d always use HOU (as I flew AA and WN at the time).
IAH is a haul and about 3x the Uber cost from Rice Village. I think the only time I’ve ever flown out of IAH is West Jet to YYC.
HOU security is fine if you have Pre.