| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | — | BCHL | 48 | 8 | 9 | 17 | 0.354 | 0.1379 | 0.1395 | 0.5165 | 0.5224 |
| 2011-12 | Brooks Bandits | AJHL | 60 | 23 | 27 | 50 | 0.833 | 0.2783 | 0.2675 | 0.7736 | 0.7435 |
| 2012-13 | Sherwood Park Crusaders | AJHL | 32 | 6 | 15 | 21 | 0.656 | 0.2192 | 0.1994 | 0.6092 | 0.5542 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Neumann | D3 | MAC | SR | 27 | 14 | 14 | 28 | 1.037 |
| 2015-16 | Neumann | D3 | MAC | JR | 18 | 6 | 2 | 8 | 0.444 |
| 2014-15 | Neumann | D3 | MAC | SO | 26 | 5 | 10 | 15 | 0.577 |
| 2013-14 | Neumann | D3 | MAC | FR | 26 | 10 | 8 | 18 | 0.692 |
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.