| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Alaska Avalanche | NAHL | 56 | 18 | 21 | 39 | 0.696 | 0.2586 | 0.2539 | 0.7373 | 0.7240 |
| 2012-13 | Johnstown Tomahawks | NAHL | 59 | 21 | 19 | 40 | 0.678 | 0.2517 | 0.2345 | 0.7179 | 0.6688 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Wisconsin-River Falls | D3 | BigTen | SR | 27 | 4 | 9 | 13 | 0.481 |
| 2015-16 | Wisconsin-River Falls | D3 | BigTen | JR | 21 | 4 | 7 | 11 | 0.524 |
| 2014-15 | Wisconsin-River Falls | D3 | BigTen | SO | 28 | 8 | 10 | 18 | 0.643 |
| 2013-14 | Wisconsin-River Falls | D3 | BigTen | FR | 27 | 10 | 6 | 16 | 0.593 |
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.