| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Benilde-St. Margaret's | USHS-MN | 27 | 8 | 8 | 16 | 0.593 | 0.0730 | 0.0730 | 0.1439 | 0.1439 |
| 2020-21 | Benilde-St. Margaret's | USHS-MN | 21 | 8 | 9 | 17 | 0.809 | 0.0997 | 0.0997 | 0.1966 | 0.1966 |
| 2021-22 | Tampa Bay Juniors | USPHL-Premier | 35 | 20 | 35 | 55 | 1.571 | 0.1773 | 0.1751 | — | — |
| 2022-23 | Tampa Bay Juniors | USPHL-Premier | 21 | 11 | 16 | 27 | 1.286 | 0.1450 | 0.1361 | 0.4374 | 0.4104 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Hamline | D3 | MIAC | GR | 19 | 0 | 2 | 2 | 0.105 |
| 2024-25 | Hamline | D3 | MIAC | SR | 22 | 2 | 2 | 4 | 0.182 |
| 2023-24 | Hamline | D3 | MIAC | JR | 4 | 0 | 0 | 0 | 0.000 |
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.