How many calories do Winter Olympic Athletes burn? Which Winter Olympic sports burn the most calories? The lowest: Curling per hour: 223 calories for men, 190 calories for women. Snowboarding per hour: 400 calories for men, 375 calories for women. Ice skating per hour: 490 calories for men, 418 calories for women. Cross Country skiing per hour: 605 calories for men, 517 calories for women. Ski jumping per hour: 623 calories for men, 532 calories for some. Luge racing per hour: 632 calories for men, 532 calories for women. Ski racing per hour: 712 calories for men, 608 calories for women. The highest: Speed skating per hour: 1184 calories for men, 1011 calories for women! Share this:TwitterFacebookLike this:Like Loading...