McMaryion threw for a career-best 342 yards and Jimmy Camacho made four field goals to help Fresno State beat Houston 33-27 on Sunday in the Hawaii Bowl.
The Oregon State-transfer completed 33 of 48 passes to tie the Hawaii bowl record for completions set by Hawaii's Colt Brennan against Arizona State in 2006 and also matched by Fresno State's Derek Carr against SMU in 2012.
The Bulldogs (10-4) had their first 10-win season in five years and completed the biggest turnaround in FBS this season. They went 1-11 last year and became just the second team in FBS history to go from double-digit losses one season to double-digit wins the next.