| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Fairbanks Ice Dogs | NAHL | 8 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2018-19 | Fairbanks Ice Dogs | NAHL | 59 | 19 | 28 | 47 | 0.797 | 0.3156 | 0.3216 | 0.8364 | 0.8524 |
| 2019-20 | — | USHL | 50 | 22 | 15 | 37 | 0.740 | 0.4549 | 0.4549 | 2.1802 | 2.1802 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Augustana | D1 | CCHA | — | 34 | 13 | 7 | 20 | 0.588 |
| 2023-24 | Augustana | D1 | CCHA | — | 34 | 12 | 7 | 19 | 0.559 |
| 2022-23 | Clarkson | D1 | ECAC | JR | 33 | 1 | 4 | 5 | 0.151 |
| 2021-22 | Clarkson | D1 | ECAC | SO | 36 | 0 | 11 | 11 | 0.306 |
| 2020-21 | Clarkson | D1 | ECAC | FR | 22 | 3 | 3 | 6 | 0.273 |
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.