| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2001-02 | Waterloo Black Hawks | USHL | 54 | 13 | 11 | 24 | 0.444 | 0.2830 | 0.2938 | 1.3317 | 1.3823 |
| 2002-03 | Waterloo Black Hawks | USHL | 46 | 6 | 10 | 16 | 0.348 | 0.2215 | 0.2162 | 1.0423 | 1.0172 |
| 2003-04 | — | NAHL | 52 | 10 | 24 | 34 | 0.654 | 0.2428 | 0.2271 | 0.6922 | 0.6474 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2007-08 | Fredonia | D3 | — | SR | 27 | 12 | 17 | 29 | 1.074 |
| 2006-07 | Fredonia | D3 | — | JR | 29 | 22 | 24 | 46 | 1.586 |
| 2005-06 | Fredonia | D3 | — | SO | 28 | 18 | 17 | 35 | 1.250 |
| 2004-05 | Fredonia | D3 | — | FR | 23 | 4 | 18 | 22 | 0.957 |
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.