icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | New Jersey Rockets | USPHL-Premier | 28 | 5 | 20 | 25 | 0.893 | 0.1007 | 0.1007 | 0.3038 | 0.3038 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Indiana University of Pennsylvania | ACHA_D1 | — | — | 30 | 24 | 19 | 43 | 1.433 |
| 2024-25 | Elmira | D3 | UCHC | — | 24 | 0 | 1 | 1 | 0.042 |
| 2024-25 | Indiana University of Pennsylvania | ACHA_D1 | — | — | 30 | 24 | 19 | 43 | 1.433 |
| 2023-24 | Indiana University of Pennsylvania | ACHA_D1 | — | — | 30 | 24 | 19 | 43 | 1.433 |
| 2023-24 | Western New England | D3 | CNE | SR | 24 | 4 | 8 | 12 | 0.500 |
| 2022-23 | Indiana University of Pennsylvania | ACHA_D1 | — | — | 30 | 24 | 19 | 43 | 1.433 |
| 2022-23 | Western New England | D3 | CNE | JR | 20 | 5 | 15 | 20 | 1.000 |
| 2021-22 | Indiana University of Pennsylvania | ACHA_D1 | — | — | 30 | 24 | 19 | 43 | 1.433 |
| 2021-22 | Western New England | D3 | CNE | SO | 26 | 4 | 16 | 20 | 0.769 |
| 2020-21 | Indiana University of Pennsylvania | ACHA_D1 | — | — | 30 | 24 | 19 | 43 | 1.433 |
| 2020-21 | Western New England | D3 | CNE | FR | 0 | 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.