| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2008-09 | — | NAHL | 27 | 3 | 4 | 7 | 0.259 | 0.0953 | 0.0964 | 0.2737 | 0.2768 |
| 2009-10 | Texas Tornado | NAHL | 4 | 1 | 0 | 1 | 0.250 | 0.0919 | 0.0893 | 0.2639 | 0.2563 |
| 2010-11 | — | NAHL | 56 | 21 | 23 | 44 | 0.786 | 0.2887 | 0.2657 | 0.8293 | 0.7632 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Lawrence | D3 | NCHA | — | 15 | 5 | 4 | 9 | 0.600 |
| 2012-13 | Lawrence | D3 | NCHA | — | 27 | 11 | 14 | 25 | 0.926 |
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.