| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Sherwood Park Crusaders | AJHL | 55 | 14 | 19 | 33 | 0.600 | 0.2012 | 0.2112 | 0.5552 | 0.5829 |
| 2013-14 | Sherwood Park Crusaders | AJHL | 60 | 28 | 44 | 72 | 1.200 | 0.4025 | 0.4017 | 1.1105 | 1.1082 |
| 2014-15 | — | USHL | 53 | 3 | 13 | 16 | 0.302 | 0.1781 | 0.1655 | 0.9067 | 0.8426 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Alaska Anchorage | D1 | WCHA | SO | 10 | 0 | 0 | 0 | 0.000 |
| 2015-16 | Alaska Anchorage | D1 | WCHA | FR | 30 | 2 | 6 | 8 | 0.267 |
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.