| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | Olds Grizzlys | AJHL | 5 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2010-11 | Alberni Valley Bulldogs | BCHL | 26 | 1 | 12 | 13 | 0.500 | 0.1862 | 0.1901 | 0.7286 | 0.7438 |
| 2011-12 | — | BCHL | 31 | 2 | 12 | 14 | 0.452 | 0.1682 | 0.1625 | 0.6580 | 0.6356 |
| 2012-13 | Brooks Bandits | AJHL | 45 | 6 | 18 | 24 | 0.533 | 0.1769 | 0.1626 | 0.4943 | 0.4543 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Manhattanville | D3 | UCHC | SR | 26 | 3 | 13 | 16 | 0.615 |
| 2015-16 | Manhattanville | D3 | UCHC | JR | 22 | 0 | 10 | 10 | 0.455 |
| 2014-15 | Manhattanville | D3 | UCHC | SO | 23 | 1 | 6 | 7 | 0.304 |
| 2013-14 | Manhattanville | D3 | UCHC | FR | 23 | 3 | 3 | 6 | 0.261 |
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.