| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Benilde-St. Margaret's | USHS-MN | 16 | 2 | 10 | 12 | 0.750 | 0.2019 | 0.2019 | 0.1822 | 0.1822 |
| 2020-21 | Benilde-St. Margaret's | USHS-MN | 19 | 4 | 11 | 15 | 0.789 | 0.2125 | 0.2125 | 0.1918 | 0.1918 |
| 2021-22 | Chippewa Steel | NAHL | 7 | 2 | 2 | 4 | 0.571 | 0.2264 | 0.2403 | 0.5999 | 0.6368 |
| 2022-23 | — | USHL | 57 | 2 | 13 | 15 | 0.263 | 0.1618 | 0.1568 | 0.7754 | 0.7512 |
| 2023-24 | — | BCHL | 51 | 4 | 21 | 25 | 0.490 | 0.1826 | 0.1726 | 0.7143 | 0.6751 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Lindenwood | D1 | CCHA | SO | 19 | 0 | 2 | 2 | 0.105 |
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.