| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2006-07 | — | NAHL | 29 | 1 | 1 | 2 | 0.069 | 0.0256 | 0.0265 | 0.0731 | 0.0756 |
| 2007-08 | North Iowa Outlaws | NAHL | 57 | 1 | 11 | 12 | 0.210 | 0.0782 | 0.0771 | 0.2229 | 0.2196 |
| 2008-09 | North Iowa Outlaws | NAHL | 57 | 7 | 23 | 30 | 0.526 | 0.1954 | 0.1828 | 0.5572 | 0.5214 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Bethel | D3 | MIAC | SR | 25 | 0 | 8 | 8 | 0.320 |
| 2011-12 | Bethel | D3 | MIAC | JR | 25 | 2 | 13 | 15 | 0.600 |
| 2010-11 | Bethel | D3 | MIAC | SO | 23 | 5 | 18 | 23 | 1.000 |
| 2009-10 | Bethel | D3 | — | FR | 25 | 4 | 17 | 21 | 0.840 |
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.