| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Soo Eagles | NOJHL | 50 | 27 | 44 | 71 | 1.420 | 0.2022 | 0.1971 | 0.5892 | 0.5743 |
| 2011-12 | Soo Eagles | NOJHL | 27 | 31 | 30 | 61 | 2.259 | 0.3217 | 0.2965 | 0.9374 | 0.8639 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Bethel | D3 | MIAC | GR | 25 | 8 | 14 | 22 | 0.880 |
| 2013-14 | Bethel | D3 | MIAC | SR | 25 | 8 | 12 | 20 | 0.800 |
| 2012-13 | Bethel | D3 | MIAC | JR | 25 | 6 | 10 | 16 | 0.640 |
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.