Muir won the award ahead of fellow nominees Eilidh Child, Lynsey Sharp and Robbie Simpson.
It capped a fine season overall for the 1500m runner, who finished fifth at the World Championships.
"She could easily have taken the not-so-good experiences and struggled to come back," said Cram.