| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Toledo Cherokee | USPHL-Premier | 44 | 15 | 25 | 40 | 0.909 | 0.1189 | 0.1189 | 0.3085 | 0.3085 |
| 2020-21 | Toledo Cherokee | USPHL-Premier | 42 | 11 | 34 | 45 | 1.071 | 0.1401 | 0.1401 | 0.3636 | 0.3636 |
| 2021-22 | Toledo Cherokee | USPHL-Premier | 36 | 14 | 40 | 54 | 1.500 | 0.1962 | 0.1977 | 0.5091 | 0.5130 |
| 2022-23 | Toledo Cherokee | USPHL-Premier | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Trine | D3 | NCHA | — | 1 | 0 | 0 | 0 | 0.000 |
| 2022-23 | Trine | D3 | NCHA | — | 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.