| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | — | BCHL | 58 | 10 | 12 | 22 | 0.379 | 0.1476 | 0.1442 | 0.5531 | 0.5403 |
| 2012-13 | Coulee Region Chill | NAHL | 55 | 12 | 18 | 30 | 0.545 | 0.2025 | 0.1912 | 0.5776 | 0.5453 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Concordia | D3 | MIAC | SR | 27 | 6 | 12 | 18 | 0.667 |
| 2015-16 | Concordia | D3 | MIAC | JR | 26 | 5 | 6 | 11 | 0.423 |
| 2014-15 | Concordia | D3 | MIAC | SO | 21 | 5 | 13 | 18 | 0.857 |
| 2013-14 | Concordia | D3 | MIAC | FR | 26 | 10 | 13 | 23 | 0.885 |
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.