| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Fairbanks Ice Dogs | NAHL | 14 | 1 | 0 | 1 | 0.071 | 0.0254 | 0.0256 | 0.0753 | 0.0760 |
| 2018-19 | Fairbanks Ice Dogs | NAHL | 53 | 8 | 8 | 16 | 0.302 | 0.1073 | 0.1034 | 0.3184 | 0.3069 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Wisconsin-Superior | D3 | WIAC | GR | 11 | 0 | 2 | 2 | 0.182 |
| 2022-23 | Wisconsin-Superior | D3 | WIAC | SR | 23 | 1 | 2 | 3 | 0.130 |
| 2021-22 | Wisconsin-Superior | D3 | WIAC | JR | 16 | 1 | 5 | 6 | 0.375 |
| 2020-21 | Wisconsin-Superior | D1 | BigTen | SO | 7 | 2 | 1 | 3 | 0.429 |
| 2020-21 | Wisconsin-Superior | D3 | BigTen | SO | 7 | 2 | 1 | 3 | 0.429 |
| 2019-20 | Wisconsin-Superior | D1 | BigTen | FR | 16 | 4 | 1 | 5 | 0.312 |
| 2019-20 | Wisconsin-Superior | D3 | BigTen | FR | 16 | 4 | 1 | 5 | 0.312 |
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.