| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | New Jersey Rockets | EHL | 2 | 1 | 0 | 1 | 0.500 | 0.1155 | 0.1209 | 0.2447 | 0.2561 |
| 2014-15 | Kirkland Lake Gold Miners | NOJHL | 42 | 17 | 34 | 51 | 1.214 | 0.2028 | 0.1978 | 0.5055 | 0.4930 |
| 2015-16 | — | EHL | 25 | 4 | 11 | 15 | 0.600 | 0.1386 | 0.1325 | 0.2936 | 0.2807 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Neumann | D1 | MAC | SR | 7 | 3 | 2 | 5 | 0.714 |
| 2019-20 | Neumann | D3 | MAC | — | 7 | 3 | 2 | 5 | 0.714 |
| 2018-19 | Neumann | D1 | MAC | JR | 14 | 5 | 2 | 7 | 0.500 |
| 2018-19 | Neumann | D3 | MAC | — | 14 | 5 | 2 | 7 | 0.500 |
| 2017-18 | Neumann | D3 | MAC | — | 21 | 12 | 7 | 19 | 0.905 |
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.