| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Waterloo Black Hawks | USHL | 9 | 0 | 1 | 1 | 0.111 | 0.0655 | 0.0709 | 0.3273 | 0.3541 |
| 2017-18 | Waterloo Black Hawks | USHL | 37 | 0 | 7 | 7 | 0.189 | 0.1116 | 0.1152 | 0.5574 | 0.5754 |
| 2018-19 | Cowichan Valley Capitals | BCHL | 35 | 1 | 4 | 5 | 0.143 | 0.0551 | 0.0551 | 0.7366 | 0.7224 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Saint John's | D3 | MIAC | SR | 24 | 2 | 12 | 14 | 0.583 |
| 2021-22 | Saint John's | D3 | MIAC | JR | 25 | 3 | 15 | 18 | 0.720 |
| 2020-21 | Saint John's | D1 | — | SO | 9 | 0 | 3 | 3 | 0.333 |
| 2020-21 | Saint John's | D3 | — | SO | 9 | 0 | 3 | 3 | 0.333 |
| 2019-20 | Saint John's | D1 | — | FR | 26 | 3 | 6 | 9 | 0.346 |
| 2019-20 | Saint John's | D3 | — | FR | 26 | 3 | 6 | 9 | 0.346 |
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.