| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2004-05 | Soo Indians | NAHL | 26 | 1 | 6 | 7 | 0.269 | 0.1000 | 0.0958 | 0.2850 | 0.2731 |
| 2005-06 | Northern Michigan Black Bears | NOJHL | 39 | 20 | 15 | 35 | 0.897 | 0.1513 | 0.1381 | 0.3729 | 0.3403 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | Becker | D3 | — | SR | 3 | 0 | 1 | 1 | 0.333 |
| 2008-09 | Becker | D3 | — | JR | 18 | 1 | 2 | 3 | 0.167 |
| 2007-08 | Becker | D3 | — | SO | 25 | 4 | 5 | 9 | 0.360 |
| 2006-07 | Becker | D3 | — | FR | 22 | 4 | 10 | 14 | 0.636 |
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.