| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Rochester Grizzlies | NA3HL | 31 | 3 | 13 | 16 | 0.516 | 0.0571 | 0.0571 | 0.1635 | 0.1635 |
| 2021-22 | Kenai River Brown Bears | NAHL | 24 | 1 | 1 | 2 | 0.083 | 0.0296 | 0.0293 | 0.0875 | 0.0865 |
| 2022-23 | Rochester Grizzlies | NA3HL | 21 | 4 | 8 | 12 | 0.571 | 0.0632 | 0.0586 | 0.1810 | 0.1678 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Concordia | D3 | MIAC | GR | 25 | 1 | 1 | 2 | 0.080 |
| 2024-25 | Concordia | D3 | MIAC | SR | 14 | 0 | 2 | 2 | 0.143 |
| 2023-24 | Concordia | D3 | MIAC | JR | 27 | 4 | 5 | 9 | 0.333 |
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.