| Athlete | Nation | Medals | Sport | Events |
| Ole Einar Bjoerndalen | NOR | 4 | Biathlon | G: Mens 10k, Mens 12.5k, Mens 20k, Mens 4x7.5k |
| Janica Kostelic | CRO | 4 | Alpine Skiing | G: Womens Combined, Womens Slalom, Womens Giant; S: Womens Super-G |
| Stephan Eberharter | AUT | 3 | Alpine Skiing | G: Mens Giant; S: Mens Super-G; B: Mens Downhill |
| Frode Estil | NOR | 3 | Cross-Country Skiing | G: Mens 4x10k; S: Mens 15k; Men Pursuit |
| Marc Gagnon | CAN | 3 | Speed Skating | G: Mens 500m Short Track, Mens 5,000m Short Track Relay; B: Mens 1,500m Short Track |
| Felix Gottwald | AUT | 3 | Nordic Combined | B: Individual, Sprint, Team |
| Samppa Lajunen | FIN | 3 | Nordic Combined | G: Individual, Sprint, Team |
| Bente Skari | NOR | 3 | Cross-Country Skiing | G: Womens 10k; S: Womens 20k relay; B: Womens 30k Classical |
| Jochem Uytdehaage | NED | 3 | Speed Skating | G: Mens 5,000m, Mens 10,000m; S: Mens 1,500m |
| Sabine Voelker | GER | 3 | Speed Skating | S: Womens 1000m, Womens 1,500m; B: Womens 500m |
| Kati Wilhelm | GER | 3 | Biathlon | G: Womens 7.5k, Womens 4x7.5k; S: Womens 10k |
| Yang A Yang | CHN | 2 | Speed Skating | G: Womens 500m Short Track, Womens 1,000m Short Track; S: Womens 3,000m Short Track Relay |
| Kjetil Andre Aamodt | NOR | 2 | Alpine Skiing | G: Mens Combined, Mens Super-G |
| Ronny Ackermann | GER | 2 | Nordic Combined | S: Sprint, Team |
| Thomas Alsgaard | NOR | 2 | Cross-Country Skiing | G: Mens 4x10k; S: Men Pursuit |
| Simon Ammann | SUI | 2 | Ski Jumping | G: Individual Large Hill, Individual Normal Hill |
| Stefania Belmondo | ITA | 2 | Cross-Country Skiing | G: Womens 15k; S: Womens 30k Classical |
| Eun-Kyung Choi | KOR | 2 | Speed Skating | G: Womens 3,000m Short Track Relay; S: Womens 1500m Short Track |
| Olga Danilova | RUS | 2 | Cross-Country Skiing | G: Women Pursuit; S: Womens 10k |
| Uschi Disl | GER | 2 | Biathlon | G: Womens 4x7.5k; S: Womens 7.5k |
| Sven Fisher | GER | 2 | Biathlon | S: Mens 10k, Mens 4x7.5k |
| Magdalena Forsberg | SWE | 2 | Biathlon | B: Womens 7.5k, Womens 15k |
| Renate Goetschl | AUT | 2 | Alpine Skiing | S: Womens Combined; B: Womens Downhill |
| Liv Grete-Poiree | NOR | 2 | Biathlon | S: Womens 15k, Womens 4x7.5k |
| Ricco Gross | GER | 2 | Biathlon | S: Mens 4x7.5k; B: Mens 12.5k |
| Jonathan Guilmette | CAN | 2 | Speed Skating | G: Mens 5,000m Short Track Relay; S: Mens 500m Short Track |
| Sven Hannawald | GER | 2 | Ski Jumping | G: Team Large Hill; S: Individual Normal Hill |
| Matti Hautamaeki | FIN | 2 | Ski Jumping | S: Team Large Hill; B: Individual Large Hill |
| Andrea Henkel | GER | 2 | Biathlon | G: Womens 15k, Womens 4x7.5k |
| Lasse Kjus | NOR | 2 | Alpine Skiing | S: Mens Downhill; B Mens Giant |
| Larissa Lazutina | RUS | 2 | Cross-Country Skiing | S: Womens 15k, Women Pursuit |
| Jiajun Li | CHI | 2 | Speed Skating | S: Mens 1,500m Short Track; B: Mens 5,000m Short Track Relay |
| Frank Luck | GER | 2 | Biathlon | S: Mens 20k, Mens 4x7.5k |
| Adam Malysz | POL | 2 | Ski Jumping | S: Individual Large Hill; B: Individual Normal Hill |
| Bode Miller | USA | 2 | Alpine Skiing | S: Mens Giant, Mens Combined |
| Anita Moen | NOR | 2 | Cross-Country Skiing | S: Womens 20k relay; B: Womens 1.5k |
| Johann Muehlegg | ESP | 2 | Cross-Country Skiing | G: Mens 30k, Mens Pursuit |
| Apolo Anton Ohno | USA | 2 | Speed Skating | G: Mens 1,500m Short Track; S: Mens 1,000m Short Track |
| Anja Paerson | SWE | 2 | Alpine Skiing | S: Womens Giant; B: Womens Slalom |
| Derek Parra | USA | 2 | Speed Skating | G: Mens 1,500m; S: Mens 5,000m |
| Raphael Poiree | FRA | 2 | Biathlon | S: Mens 12.5k; B: Mens 4x7.5k |
| Olga Pyleva | RUS | 2 | Biathlon | G: Womens 10k; B: Womens 4x7.5k |
| Evguenia Radanova | BUL | 2 | Speed Skating | S: Womens 500m Short Track; B: Womens 1,500m Short Track |
| Benjamin Raich | AUT | 2 | Alpine Skiing | B: Mens Combined, Mens Slalom |
| Jennifer Rodriguez | USA | 2 | Speed Skating | B: Womens 1,000m, Womens 1,500m |
| Evi Sachenbacher | GER | 2 | Cross-Country Skiing | G: Womens 20k relay; S: Womens 1.5k |
| Jaakko Tallus | FIN | 2 | Nordic Combined | G: Team; S: Individual |
| Julija Tchepalova | RUS | 2 | Cross-Country Skiing | G: Womens 1.5k; B: Womens 10k |
| Mathieu Turcotte | CAN | 2 | Speed Skating | G: Mens 5,000m Short Track Relay; B: Mens 1,000m Short Track |
| Andrus Veerpalu | EST | 2 | Cross-Country Skiing | G: Mens 15k; S: Mens 50k |
| Chunlu Wang | CHN | 2 | Speed Skating | S: Womens 3,000m Short Track Relay; B: Womens 500m Short Track |
| Yang S Yang | CHN | 2 | Speed Skating | S: Womens 3,000m Short Track Relay; B: Womens 1,000m Short Track |
| Cristian Zorzi | ITA | 2 | Cross-Country Skiing | S: Mens 4x10k; B: Mens 1.5k |
