| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Olds Grizzlys | AJHL | 35 | 3 | 5 | 8 | 0.229 | 0.0764 | 0.0804 | 0.2122 | 0.2233 |
| 2012-13 | Alberni Valley Bulldogs | BCHL | 36 | 14 | 13 | 27 | 0.750 | 0.2919 | 0.2920 | 1.0937 | 1.0940 |
| 2013-14 | Alberni Valley Bulldogs | BCHL | 58 | 12 | 35 | 47 | 0.810 | 0.3154 | 0.3009 | 1.1817 | 1.1275 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Marian | D3 | NCHA | SR | 29 | 12 | 24 | 36 | 1.241 |
| 2016-17 | Marian | D3 | NCHA | JR | 26 | 6 | 15 | 21 | 0.808 |
| 2015-16 | Marian | D3 | NCHA | SO | 26 | 3 | 28 | 31 | 1.192 |
| 2014-15 | Marian | D3 | NCHA | FR | 27 | 7 | 13 | 20 | 0.741 |
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.