| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Fresno Monsters | NAHL | 49 | 8 | 10 | 18 | 0.367 | 0.1305 | 0.1285 | 0.3874 | 0.3816 |
| 2013-14 | Coulee Region Chill | NAHL | 56 | 16 | 12 | 28 | 0.500 | 0.1777 | 0.1661 | 0.5274 | 0.4931 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | St. Olaf | D3 | MIAC | SR | 23 | 8 | 3 | 11 | 0.478 |
| 2016-17 | St. Olaf | D3 | MIAC | JR | 23 | 1 | 4 | 5 | 0.217 |
| 2015-16 | St. Olaf | D3 | MIAC | SO | 18 | 4 | 0 | 4 | 0.222 |
| 2014-15 | St. Olaf | D3 | MIAC | FR | 13 | 2 | 2 | 4 | 0.308 |
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.