| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Sherwood Park Crusaders | AJHL | 53 | 5 | 7 | 12 | 0.226 | 0.0759 | 0.0853 | 0.2095 | 0.2355 |
| 2012-13 | Sherwood Park Crusaders | AJHL | 43 | 17 | 15 | 32 | 0.744 | 0.2496 | 0.2677 | 0.6887 | 0.7387 |
| 2013-14 | Sherwood Park Crusaders | AJHL | 54 | 28 | 34 | 62 | 1.148 | 0.3851 | 0.3931 | 1.0625 | 1.0846 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Quinnipiac | D1 | ECAC | JR | 21 | 3 | 5 | 8 | 0.381 |
| 2015-16 | Quinnipiac | D1 | ECAC | SO | 37 | 6 | 9 | 15 | 0.405 |
| 2014-15 | Quinnipiac | D1 | ECAC | FR | 35 | 6 | 3 | 9 | 0.257 |
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.