| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Hudson Havoc | USPHL-Premier | 44 | 12 | 32 | 44 | 1.000 | 0.3296 | 0.3480 | 0.3402 | 0.3592 |
| 2019-20 | Hudson Havoc | USPHL-Premier | 9 | 7 | 15 | 22 | 2.444 | 0.8057 | 0.8057 | 0.8316 | 0.8316 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Chatham | D3 | UCHC | SR | 20 | 2 | 5 | 7 | 0.350 |
| 2024-25 | Chatham | D3 | UCHC | JR | 19 | 2 | 3 | 5 | 0.263 |
| 2023-24 | Chatham | D3 | UCHC | SO | 21 | 1 | 4 | 5 | 0.238 |
| 2022-23 | Chatham | D3 | UCHC | FR | 21 | 2 | 10 | 12 | 0.571 |
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.