| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Bismarck Bobcats | NAHL | 44 | 1 | 9 | 10 | 0.227 | 0.0835 | 0.0837 | 0.2399 | 0.2404 |
| 2017-18 | Bismarck Bobcats | NAHL | 60 | 6 | 18 | 24 | 0.400 | 0.1470 | 0.1400 | 0.4222 | 0.4022 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Augsburg | D3 | MIAC | SR | 28 | 1 | 11 | 12 | 0.429 |
| 2020-21 | Augsburg | D1 | MIAC | JR | 2 | 0 | 1 | 1 | 0.500 |
| 2020-21 | Augsburg | D3 | MIAC | JR | 2 | 0 | 1 | 1 | 0.500 |
| 2019-20 | Augsburg | D1 | MIAC | SO | 26 | 2 | 9 | 11 | 0.423 |
| 2019-20 | Augsburg | D3 | MIAC | SO | 26 | 2 | 9 | 11 | 0.423 |
| 2018-19 | Augsburg | D1 | MIAC | FR | 28 | 1 | 7 | 8 | 0.286 |
| 2018-19 | Augsburg | D3 | MIAC | FR | 28 | 1 | 7 | 8 | 0.286 |
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.