| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Waywayseecappo Wolverines | MJHL | 60 | 12 | 21 | 33 | 0.550 | 0.1059 | 0.1030 | 0.3468 | 0.3372 |
| 2014-15 | Waywayseecappo Wolverines | MJHL | 58 | 25 | 32 | 57 | 0.983 | 0.1892 | 0.1742 | 0.6198 | 0.5705 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Bethel | D3 | MIAC | — | 25 | 6 | 12 | 18 | 0.720 |
| 2015-16 | Bethel | D3 | MIAC | — | 25 | 8 | 9 | 17 | 0.680 |
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.