| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Breck School (W) | USHS-MN-W | 21 | 1 | 1 | 2 | 0.095 | 0.0144 | 0.0144 | — | — |
| 2018-19 | Breck School (W) | USHS-MN-W | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2020-21 | Gentry Academy (women) | USHS-MN-W | 22 | 15 | 13 | 28 | 1.273 | 0.1922 | 0.1922 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | St. Michael's College | D1 | NEWHA | SR | 36 | 3 | 2 | 5 | 0.139 |
| 2024-25 | St. Michael's College | D3 | — | SR | 32 | 2 | 1 | 3 | 0.094 |
| 2023-24 | St. Michael's College | D1 | NEWHA | JR | 25 | 4 | 4 | 8 | 0.320 |
| 2023-24 | St. Michael's College | D3 | — | JR | 18 | 2 | 3 | 5 | 0.278 |
| 2022-23 | St. Michael's College | D1 | NEWHA | SO | 32 | 8 | 2 | 10 | 0.312 |
| 2022-23 | St. Michael's College | D3 | — | SO | 27 | 6 | 2 | 8 | 0.296 |
| 2021-22 | St. Michael's College | D1 | NEWHA | FR | 26 | 6 | 3 | 9 | 0.346 |
| 2021-22 | St. Michael's College | D3 | — | FR | 23 | 6 | 2 | 8 | 0.348 |
How to read this: NCAAe and D3e factors convert a player's junior PPG into expected NCAA scoring at the D1 or D3 level. Harder conferences → lower projected PPG for the same player. A strong junior player (e.g. USHL 0.90 PPG) will project much higher in NESCAC than Big Ten because the D3 scoring environment is lower-difficulty.
Strength factor: conferences above 1.0 are harder than average; below 1.0 are easier. The formula is: Base NCAAe PPG ÷ Conference Strength = Projected PPG.