| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Sherwood Park Crusaders | AJHL | 38 | 10 | 6 | 16 | 0.421 | 0.1412 | 0.1473 | 0.3897 | 0.4066 |
| 2013-14 | Sherwood Park Crusaders | AJHL | 42 | 4 | 4 | 8 | 0.191 | 0.0639 | 0.0634 | 0.1763 | 0.1748 |
| 2014-15 | Sherwood Park Crusaders | AJHL | 58 | 20 | 24 | 44 | 0.759 | 0.2544 | 0.2387 | 0.7020 | 0.6587 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Geneseo | D1 | — | SR | 28 | 6 | 8 | 14 | 0.500 |
| 2018-19 | SUNY Geneseo | D3 | SUNYAC | SR | 28 | 6 | 8 | 14 | 0.500 |
| 2017-18 | SUNY Geneseo | D3 | SUNYAC | JR | 28 | 9 | 4 | 13 | 0.464 |
| 2016-17 | SUNY Geneseo | D3 | SUNYAC | SO | 26 | 7 | 11 | 18 | 0.692 |
| 2015-16 | SUNY Geneseo | D3 | SUNYAC | FR | 23 | 11 | 4 | 15 | 0.652 |
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.