| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Coulee Region Chill | NAHL | 55 | 7 | 14 | 21 | 0.382 | 0.1403 | 0.1469 | 0.4030 | 0.4219 |
| 2013-14 | — | USHL | 29 | 0 | 6 | 6 | 0.207 | 0.1221 | 0.1174 | 0.6214 | 0.5974 |
| 2014-15 | Coulee Region Chill | NAHL | 51 | 9 | 20 | 29 | 0.569 | 0.2089 | 0.1973 | 0.6002 | 0.5668 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Saint John's | D3 | MIAC | SR | 27 | 4 | 9 | 13 | 0.481 |
| 2017-18 | Saint John's | D3 | MIAC | JR | 24 | 6 | 4 | 10 | 0.417 |
| 2016-17 | Saint John's | D3 | MIAC | SO | 25 | 5 | 9 | 14 | 0.560 |
| 2015-16 | Saint John's | D3 | MIAC | FR | 25 | 7 | 6 | 13 | 0.520 |
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.