Hiller signed a $9 million, two-year deal over the summer. He is battling Karri Ramo for the starting job after spending the previous seven seasons with Anaheim.
Johnny Gaudreau and Lance Bouma scored for Calgary (4-3-0).
Colorado (0-5-1) is still looking for its first preseason win. Reto Berra made 22 saves for the Avalanche.
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