| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Iroquois Falls Eskimos | NOJHL | 52 | 5 | 20 | 25 | 0.481 | 0.0685 | 0.0700 | 0.1995 | 0.2037 |
| 2016-17 | — | CCHL | 50 | 5 | 11 | 16 | 0.320 | 0.0694 | 0.0671 | 0.2477 | 0.2396 |
| 2017-18 | Smiths Falls Bears | CCHL | 39 | 0 | 5 | 5 | 0.128 | 0.0278 | 0.0255 | 0.0992 | 0.0908 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Milwaukee School of Engineering | D3 | NCHA | SR | 27 | 1 | 8 | 9 | 0.333 |
| 2021-22 | Milwaukee School of Engineering | D3 | NCHA | SR | 27 | 1 | 5 | 6 | 0.222 |
| 2020-21 | Milwaukee School of Engineering | D1 | — | JR | 18 | 0 | 3 | 3 | 0.167 |
| 2020-21 | Milwaukee School of Engineering | D3 | — | JR | 18 | 0 | 3 | 3 | 0.167 |
| 2019-20 | Milwaukee School of Engineering | D1 | — | SO | 25 | 1 | 4 | 5 | 0.200 |
| 2019-20 | Milwaukee School of Engineering | D3 | — | SO | 25 | 1 | 4 | 5 | 0.200 |
| 2018-19 | Milwaukee School of Engineering | D1 | — | FR | 9 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Milwaukee School of Engineering | D3 | — | FR | 9 | 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.