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Below is a list of records (points, rebounds, assists, steals and blocks) in Final Four history. Teresa Weatherspoon's record of 11 assists is the longest standing record (1987).
| No. | Player, Team | Opponent | Event | Date |
| 47 | Sheryl Swoopes, Texas Tech | Ohio State | Championship | 4-4-93 |
| 37 | Chasity Melvin, N.C. State | Louisiana Tech | Semifinals | 3-27-98 |
| 35 | Mary Ostrowski, Tennessee | Cheyney | Semifinals | 3-30-84 |
| 32 | Clarissa Davis, Texas | Louisiana Tech | Semifinals | 3-28-86 |
| 31 | Sheryl Swoopes, Texas Tech | Vanderbilt | Semifinals | 4-3-93 |
| 31 | Kara Wolters, Connecticut | Stanford | Semifinals | 4-1-95 |
| 31 | Chamique Holdsclaw, Tennessee | Notre Dame | Semifinals | 3-28-97 |
| 30 | Venus Lacy, Louisiana Tech | Auburn | Semifinals | 3-31-89 |
| 30 | Kim Pehlke, Western Kentucky | Missouri St. | Semifinals | 4-4-92 |
| No. | Player, Team | Opponent | Event | Date |
| 23 | Charlotte Smith, North Carolina | Louisiana Tech | Championship | 4-3-94 |
| 20 | Tracy Claxton, Old Dominion | Georgia | Championship | 3-31-85 |
| 20 | Sylvia Fowles, LSU | Tennessee | Semifinals | 4-06-08 |
| 18 | Clarissa Davis, Texas | Western Kentucky | Semifinals | 3-28-86 |
| 18 | Cindy Brown, Long Beach State | Tennessee | Semifinals | 3-27-87 |
| 18 | Racquel Spurlock, Louisiana Tech | Alabama | Semifinals | 4-2-94 |
| 17 | Tracy Claxton, Old Dominion | La.-Monroe | Semifinals | 3-29-85 |
| 17 | Yolanda Watkins, Alabama | Louisiana Tech | Semifinals | 4-2-94 |
| 17 | Kelly Schumacher, Connecticut | Notre Dame | Semifinals | 3-30-01 |
| 16 | Nicky Anosikie, Tennessee | Rutgers | Championship | 4-3-07 |
| 16 | La’ Keshia Frett, Georgia | Tennessee | Championship | 3-31-96 |
| No. | Player, Team | Opponent | Event | Date |
| 11 | Teresa Weatherspoon, Louisiana Tech | Texas | Semifinals | 3-27-87 |
| 11 | Kellie Jolly, Tennessee | Old Dominion | Championship | 3-30-97 |
| 10 | Kamie Ethridge, Texas | Western Kentucky | Semifinals | 3-28-86 |
| 10 | Kamie Ethridge, Texas | Southern California | Championship | 3-30-86 |
| 10 | Melissa McCray, Tennessee | Auburn | Championship | 4-2-89 |
| 10 | Michelle Marciniak, Tennessee | Georgia | Semifinals | 4-1-95 |
| No. | Player, Team | Opponent | Event | Date |
| 10 | Ruthie Bolton, Auburn | Long Beach State | Semifinals | 4-1-88 |
| 8 | Averrill Roberts, Ohio State | Iowa | Semifinals | 4-3-93 |
| 8 | Ticha Penicheiro, Old Dominion | Tennessee | Championship | 3-30-97 |
| 6 | Erica Westbrooks, Louisiana Tech | Auburn | Championship | 4-3-88 |
| 6 | Marion Jones, North Carolina | Purdue | Semifinals | 4-2-94 |
| 6 | Shea Ralph, Connecticut | Tennessee | Championship | 4-2-00 |
| 6 | Niele Ivey, Notre Dame | Purdue | Championship | 4-1-01 |
| No. | Player, Team | Opponent | Event | Date |
| 9 | Kelly Schumacher, Connecticut | Tennessee | Championship | 4-2-00 |
| 7 | Michelle Snow, Tennessee | Rutgers | Semifinals | 3-31-00 |
| 7 | Ruth Riley, Notre Dame | Purdue | Championship | 4-1-01 |
| 6 | Kara Wolters, Connecticut | Tennessee | Semifinals | 3-29-96 |
| 6 | Alison Bales, Duke | LSU | Semifinals | 4-2-06 |
