| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Notre Dame Hounds | SJHL | 43 | 11 | 14 | 25 | 0.581 | 0.1490 | 0.1531 | 0.4374 | 0.4495 |
| 2012-13 | Notre Dame Hounds | SJHL | 34 | 8 | 14 | 22 | 0.647 | 0.1658 | 0.1630 | 0.4869 | 0.4787 |
| 2013-14 | Notre Dame Hounds | SJHL | 47 | 14 | 25 | 39 | 0.830 | 0.2126 | 0.1978 | 0.6243 | 0.5808 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Concordia | D3 | MIAC | — | 22 | 1 | 2 | 3 | 0.136 |
| 2014-15 | Concordia (WI) | D3 | NCHA | FR | 22 | 1 | 2 | 3 | 0.136 |
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.