| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Nepean Raiders | CCHL | 58 | 8 | 6 | 14 | 0.241 | 0.0524 | 0.0514 | 0.1869 | 0.1833 |
| 2019-20 | — | OJHL | 52 | 9 | 17 | 26 | 0.500 | 0.1226 | 0.1226 | 0.3422 | 0.3422 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Trine | D3 | NCHA | — | 28 | 3 | 10 | 13 | 0.464 |
| 2022-23 | Trine | D3 | NCHA | — | 16 | 2 | 3 | 5 | 0.312 |
| 2021-22 | Trine | D3 | NCHA | — | 28 | 6 | 12 | 18 | 0.643 |
| 2020-21 | St. Olaf | D1 | — | FR | 2 | 0 | 0 | 0 | 0.000 |
| 2020-21 | St. Olaf | D3 | MIAC | — | 2 | 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.