| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | Olds Grizzlys | AJHL | 57 | 13 | 14 | 27 | 0.474 | 0.1582 | 0.1637 | 0.4397 | 0.4549 |
| 2010-11 | Olds Grizzlys | AJHL | 57 | 28 | 32 | 60 | 1.053 | 0.3516 | 0.3453 | 0.9771 | 0.9595 |
| 2011-12 | Coquitlam Express | BCHL | 40 | 10 | 14 | 24 | 0.600 | 0.2335 | 0.2164 | 0.8750 | 0.8109 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Fredonia | D3 | — | SR | 25 | 13 | 11 | 24 | 0.960 |
| 2014-15 | Fredonia | D3 | — | JR | 25 | 6 | 8 | 14 | 0.560 |
| 2013-14 | Fredonia | D3 | — | SO | 12 | 1 | 2 | 3 | 0.250 |
| 2012-13 | Fredonia | D3 | — | FR | 26 | 5 | 5 | 10 | 0.385 |
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.