Champ Bailey struggled against the speed of Torrey Smith in the divisional round of the postseason.
Trindon Holliday scored on a 90-yard punt return and a 104-yard kickoff return, but a Peyton Manning interception in overtime set up Baltimore's game-winning field goal and ended Denver's season.
Colorado State opens Mountain West Conference play against San Diego State on Saturday, Jan. 12.
The Broncos are the owners of the AFC's No. 1 seed and have home-field advantage throughout the postseason.
Many football experts have the Broncos ranked as the top team in the NFL after nine straight wins.
The sophomore posted the fourth double-double of his collegiate career on Saturday.
The final records for the rest of the AFC West will be important for the Broncos' future.
Kyler Fackrell caught an interception deep in Utah State territory to keep Toledo off the board in the third quarter.
Toledo's leading rusher, David Fluellen, was carted to the locker room with a lower leg injury.
Chuckie Keeton had a 62-yard touchdown run in the first quarter to erase an early deficit.
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