| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Philadelphia Little Flyers | EHL | 29 | 16 | 18 | 34 | 1.172 | 0.2516 | 0.2516 | 0.5741 | 0.5741 |
| 2021-22 | Renfrew Wolves | CCHL | 13 | 2 | 3 | 5 | 0.385 | 0.1098 | 0.1024 | 0.2977 | 0.2777 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Stevenson | D3 | MAC | SR | 27 | 4 | 5 | 9 | 0.333 |
| 2024-25 | Stevenson | D3 | MAC | JR | 27 | 5 | 3 | 8 | 0.296 |
| 2023-24 | Stevenson | D3 | MAC | SO | 8 | 0 | 1 | 1 | 0.125 |
| 2022-23 | Stevenson | D3 | MAC | FR | 20 | 5 | 3 | 8 | 0.400 |
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.