| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Coulee Region Chill | NAHL | 53 | 10 | 17 | 27 | 0.509 | 0.1810 | 0.1789 | 0.5373 | 0.5311 |
| 2011-12 | Coulee Region Chill | NAHL | 60 | 14 | 25 | 39 | 0.650 | 0.2309 | 0.2169 | 0.6856 | 0.6439 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Wisconsin-Stout | D3 | BigTen | SR | 29 | 10 | 13 | 23 | 0.793 |
| 2014-15 | Wisconsin-Stout | D3 | BigTen | JR | 26 | 7 | 9 | 16 | 0.615 |
| 2013-14 | Wisconsin-Stout | D3 | BigTen | SO | 26 | 1 | 6 | 7 | 0.269 |
| 2012-13 | Wisconsin-Stout | D3 | WIAC | FR | 21 | 1 | 6 | 7 | 0.333 |
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.