| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2008-09 | Camrose Kodiaks | AJHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2009-10 | Camrose Kodiaks | AJHL | 52 | 2 | 17 | 19 | 0.365 | 0.1220 | 0.1320 | 0.3392 | 0.3671 |
| 2010-11 | Camrose Kodiaks | AJHL | 52 | 8 | 13 | 21 | 0.404 | 0.1349 | 0.1389 | 0.3748 | 0.3860 |
| 2011-12 | Camrose Kodiaks | AJHL | 57 | 8 | 18 | 26 | 0.456 | 0.1523 | 0.1491 | 0.4234 | 0.4145 |
| 2012-13 | Camrose Kodiaks | AJHL | 53 | 14 | 29 | 43 | 0.811 | 0.2710 | 0.2514 | 0.7531 | 0.6987 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Manhattanville | D3 | UCHC | SR | 26 | 2 | 12 | 14 | 0.538 |
| 2015-16 | Manhattanville | D3 | UCHC | JR | 25 | 5 | 12 | 17 | 0.680 |
| 2014-15 | Manhattanville | D3 | UCHC | SO | 25 | 4 | 3 | 7 | 0.280 |
| 2013-14 | Manhattanville | D3 | UCHC | FR | 21 | 2 | 2 | 4 | 0.191 |
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.