| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Utica Jr. Comets | NCDC | 36 | 2 | 11 | 13 | 0.361 | 0.1018 | 0.1018 | 0.2923 | 0.2923 |
| 2021-22 | Utica Jr. Comets | NCDC | 35 | 5 | 11 | 16 | 0.457 | 0.1288 | 0.1203 | 0.3701 | 0.3456 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Bethel | D3 | MIAC | SR | 16 | 1 | 1 | 2 | 0.125 |
| 2024-25 | Bethel | D3 | MIAC | JR | 20 | 0 | 0 | 0 | 0.000 |
| 2023-24 | Bethel | D3 | MIAC | SO | 25 | 1 | 1 | 2 | 0.080 |
| 2022-23 | Bethel | D3 | MIAC | FR | 21 | 1 | 5 | 6 | 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.