| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2008-09 | Traverse City North Stars | NAHL | 51 | 1 | 11 | 12 | 0.235 | 0.0864 | 0.0839 | 0.2484 | 0.2411 |
| 2009-10 | — | NAHL | 54 | 4 | 9 | 13 | 0.241 | 0.0884 | 0.0822 | 0.2541 | 0.2364 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Milwaukee School of Engineering | D3 | NCHA | SO | 26 | 2 | 7 | 9 | 0.346 |
| 2010-11 | Milwaukee School of Engineering | D3 | NCHA | FR | 28 | 2 | 9 | 11 | 0.393 |
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.