| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Aberdeen Wings | NAHL | 47 | 5 | 3 | 8 | 0.170 | 0.0632 | 0.0658 | 0.1802 | 0.1875 |
| 2015-16 | Aberdeen Wings | NAHL | 59 | 4 | 9 | 13 | 0.220 | 0.0818 | 0.0815 | 0.2333 | 0.2324 |
| 2016-17 | Aberdeen Wings | NAHL | 55 | 12 | 11 | 23 | 0.418 | 0.1553 | 0.1463 | 0.4428 | 0.4171 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Wisconsin-Stevens Point | D3 | BigTen | SR | 12 | 5 | 7 | 12 | 1.000 |
| 2019-20 | Wisconsin-Stevens Point | D3 | BigTen | JR | 28 | 8 | 10 | 18 | 0.643 |
| 2018-19 | Wisconsin-Stevens Point | D3 | BigTen | SO | 31 | 14 | 8 | 22 | 0.710 |
| 2017-18 | Wisconsin-Stevens Point | D3 | BigTen | FR | 27 | 9 | 16 | 25 | 0.926 |
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.