| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Carleton Place Canadians | CCHL | 53 | 20 | 18 | 38 | 0.717 | 0.2046 | 0.2059 | 0.5550 | 0.5584 |
| 2014-15 | Carleton Place Canadians | CCHL | 20 | 6 | 9 | 15 | 0.750 | 0.2140 | 0.2054 | 0.5806 | 0.5573 |
| 2015-16 | Carleton Place Canadians | CCHL | 26 | 7 | 11 | 18 | 0.692 | 0.1976 | 0.1801 | 0.5359 | 0.4885 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Adrian | D3 | NCHA | SR | 27 | 5 | 7 | 12 | 0.444 |
| 2018-19 | Adrian | D3 | NCHA | JR | 21 | 1 | 5 | 6 | 0.286 |
| 2017-18 | Adrian | D3 | NCHA | SO | 16 | 1 | 5 | 6 | 0.375 |
| 2016-17 | Adrian | D3 | NCHA | FR | 21 | 5 | 10 | 15 | 0.714 |
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.