| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Hawkesbury Hawks | CCHL | 11 | 1 | 0 | 1 | 0.091 | 0.0197 | 0.0219 | 0.0703 | 0.0782 |
| 2013-14 | Hawkesbury Hawks | CCHL | 9 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2014-15 | Elliot Lake Vikings | NOJHL | 51 | 11 | 36 | 47 | 0.922 | 0.1539 | 0.1565 | 0.3837 | 0.3903 |
| 2015-16 | Elliot Lake Vikings | NOJHL | 39 | 18 | 19 | 37 | 0.949 | 0.1584 | 0.1535 | 0.3949 | 0.3828 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Wisconsin-Superior | D1 | BigTen | SR | 3 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Wisconsin-Superior | D3 | BigTen | SR | 3 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Wisconsin-Superior | D1 | BigTen | JR | 8 | 0 | 2 | 2 | 0.250 |
| 2019-20 | Wisconsin-Superior | D3 | BigTen | JR | 8 | 0 | 2 | 2 | 0.250 |
| 2018-19 | Wisconsin-Superior | D1 | BigTen | SO | 18 | 1 | 3 | 4 | 0.222 |
| 2018-19 | Wisconsin-Superior | D3 | BigTen | SO | 18 | 1 | 3 | 4 | 0.222 |
| 2017-18 | Wisconsin-Superior | D3 | BigTen | FR | 24 | 2 | 2 | 4 | 0.167 |
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.