| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Northwest Express | USPHL-Premier | 39 | 12 | 19 | 31 | 0.795 | 0.0897 | 0.0897 | 0.2699 | 0.2699 |
| 2021-22 | Northern Colorado Eagles | USPHL-Premier | 49 | 17 | 26 | 43 | 0.878 | 0.0990 | 0.0950 | 0.2979 | 0.2858 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Fredonia | D3 | SUNYAC | SR | 26 | 3 | 3 | 6 | 0.231 |
| 2024-25 | Fredonia | D3 | SUNYAC | JR | 4 | 0 | 1 | 1 | 0.250 |
| 2023-24 | Fredonia | D3 | SUNYAC | SO | 25 | 3 | 5 | 8 | 0.320 |
| 2022-23 | Fredonia | D3 | SUNYAC | FR | 24 | 1 | 6 | 7 | 0.292 |
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.