| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Fairbanks Ice Dogs | NAHL | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2019-20 | — | NAHL | 43 | 7 | 8 | 15 | 0.349 | 0.1382 | 0.1382 | 0.3662 | 0.3662 |
| 2020-21 | Chippewa Steel | NAHL | 46 | 12 | 14 | 26 | 0.565 | 0.2239 | 0.2239 | 0.5934 | 0.5934 |
| 2021-22 | — | NAHL | 64 | 21 | 30 | 51 | 0.797 | 0.3157 | 0.2962 | 0.8367 | 0.7851 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Union | D1 | ECAC | SR | 22 | 2 | 2 | 4 | 0.182 |
| 2024-25 | Union | D1 | ECAC | JR | 14 | 1 | 1 | 2 | 0.143 |
| 2023-24 | Union | D1 | ECAC | SO | 15 | 4 | 1 | 5 | 0.333 |
| 2022-23 | Union | D1 | ECAC | FR | 18 | 0 | 3 | 3 | 0.167 |
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.