| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Hampton Roads Whalers | USPHL-Elite | 27 | 1 | 10 | 11 | 0.407 | 0.0716 | 0.0700 | 0.0933 | 0.0912 |
| 2022-23 | Hampton Roads Whalers | USPHL-Premier | 43 | 1 | 9 | 10 | 0.233 | 0.0767 | 0.0746 | 0.0791 | 0.0770 |
| 2023-24 | Carolina Jr. Hurricanes | USPHL-Premier | 18 | 1 | 4 | 5 | 0.278 | 0.0916 | 0.0847 | 0.0945 | 0.0874 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Arizona State | ACHA_D1 | — | — | 17 | 1 | 0 | 1 | 0.059 |
| 2024-25 | Arizona State | ACHA_D1 | — | — | 17 | 1 | 0 | 1 | 0.059 |
| 2023-24 | Arizona State | ACHA_D1 | — | — | 17 | 1 | 0 | 1 | 0.059 |
| 2022-23 | Arizona State | ACHA_D1 | — | — | 17 | 1 | 0 | 1 | 0.059 |
| 2021-22 | Arizona State | ACHA_D1 | — | — | 17 | 1 | 0 | 1 | 0.059 |
| 2020-21 | Arizona State | ACHA_D1 | — | — | 17 | 1 | 0 | 1 | 0.059 |
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.