| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Bismarck Bobcats | NAHL | 22 | 0 | 3 | 3 | 0.136 | 0.0506 | 0.0502 | 0.1444 | 0.1433 |
| 2018-19 | Alexandria Blizzard | NA3HL | 46 | 19 | 38 | 57 | 1.239 | 0.1493 | 0.1388 | 0.3914 | 0.3639 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Bethel | D3 | MIAC | SR | 25 | 6 | 10 | 16 | 0.640 |
| 2021-22 | Bethel | D3 | MIAC | JR | 27 | 10 | 6 | 16 | 0.593 |
| 2020-21 | Bethel | D3 | MIAC | SO | 8 | 5 | 3 | 8 | 1.000 |
| 2019-20 | Bethel | D3 | MIAC | FR | 25 | 3 | 10 | 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.