| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | St. Louis Jr. Blues | NA3HL | 39 | 11 | 8 | 19 | 0.487 | 0.0587 | 0.0587 | 0.1539 | 0.1539 |
| 2021-22 | Philadelphia Little Flyers | EHL | 42 | 16 | 17 | 33 | 0.786 | 0.1686 | 0.1662 | 0.3848 | 0.3793 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Neumann | D3 | MAC | SR | 12 | 0 | 1 | 1 | 0.083 |
| 2024-25 | Neumann | D3 | MAC | JR | 25 | 3 | 2 | 5 | 0.200 |
| 2023-24 | Neumann | D3 | MAC | SO | 22 | 6 | 5 | 11 | 0.500 |
| 2022-23 | Neumann | D3 | MAC | FR | 1 | 0 | 0 | 0 | 0.000 |
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.