| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2004-05 | Fairbanks Ice Dogs | NAHL | 47 | 3 | 7 | 10 | 0.213 | 0.0782 | 0.0777 | 0.2246 | 0.2231 |
| 2005-06 | Fairbanks Ice Dogs | NAHL | 58 | 6 | 25 | 31 | 0.534 | 0.1964 | 0.1853 | 0.5642 | 0.5324 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | Milwaukee School of Engineering | D3 | NCHA | SR | 23 | 5 | 11 | 16 | 0.696 |
| 2008-09 | Milwaukee School of Engineering | D3 | NCHA | JR | 28 | 5 | 9 | 14 | 0.500 |
| 2007-08 | Air Force | D1 | AHA | SO | 2 | 0 | 0 | 0 | 0.000 |
| 2006-07 | Air Force | D1 | AHA | FR | 5 | 0 | 0 | 0 | 0.000 |
| 2003-04 | Hamline | D3 | MIAC | SR | 25 | 6 | 6 | 12 | 0.480 |
| 2002-03 | Hamline | D3 | MIAC | JR | 25 | 5 | 8 | 13 | 0.520 |
| 2002-03 | SUNY Oswego | D3 | SUNYAC | FR | 13 | 2 | 3 | 5 | 0.385 |
| 2001-02 | Hamline | D3 | MIAC | SO | 25 | 5 | 3 | 8 | 0.320 |
| 2001-02 | Wentworth | D3 | CNE | SO | 3 | 0 | 0 | 0 | 0.000 |
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.