| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Battlefords North Stars | SJHL | 31 | 7 | 7 | 14 | 0.452 | 0.1157 | 0.1182 | 0.3404 | 0.3478 |
| 2011-12 | Carleton Place Canadians | CCHL | 62 | 34 | 53 | 87 | 1.403 | 0.3044 | 0.2870 | 1.0857 | 1.0236 |
| 2012-13 | Prince George Spruce Kings | BCHL | 48 | 20 | 16 | 36 | 0.750 | 0.2890 | 0.2617 | 1.0915 | 0.9886 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Neumann | D3 | MAC | SR | 27 | 10 | 25 | 35 | 1.296 |
| 2015-16 | Neumann | D3 | MAC | JR | 25 | 8 | 18 | 26 | 1.040 |
| 2014-15 | Neumann | D3 | MAC | SO | 25 | 8 | 16 | 24 | 0.960 |
| 2013-14 | Neumann | D3 | MAC | FR | 26 | 14 | 9 | 23 | 0.885 |
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.