| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Fairbanks Ice Dogs | NAHL | 58 | 11 | 19 | 30 | 0.517 | 0.1920 | 0.2043 | 0.5476 | 0.5825 |
| 2017-18 | Fairbanks Ice Dogs | NAHL | 57 | 20 | 37 | 57 | 1.000 | 0.3713 | 0.3766 | 1.0588 | 1.0740 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Adrian | D3 | NCHA | SR | 23 | 11 | 22 | 33 | 1.435 |
| 2021-22 | Adrian | D3 | NCHA | JR | 30 | 19 | 28 | 47 | 1.567 |
| 2020-21 | Adrian | D3 | NCHA | SO | 20 | 10 | 9 | 19 | 0.950 |
| 2019-20 | Adrian | D3 | NCHA | FR | 29 | 10 | 27 | 37 | 1.276 |
| 2018-19 | Alaska | D1 | — | — | 29 | 0 | 8 | 8 | 0.276 |
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.