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 | Jersey Hitmen | NCDC | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2020-21 | New Jersey 87's | EHL | 13 | 5 | 4 | 9 | 0.692 | 0.1599 | 0.1599 | 0.3387 | 0.3387 |
| 2021-22 | New Jersey 87's | EHL | 39 | 18 | 23 | 41 | 1.051 | 0.2429 | 0.2351 | 0.5144 | 0.4979 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Western New England | D3 | CNE | SR | 15 | 5 | 4 | 9 | 0.600 |
| 2024-25 | Western New England | D3 | CNE | — | 21 | 6 | 6 | 12 | 0.571 |
| 2023-24 | Western New England | D3 | CNE | — | 24 | 1 | 15 | 16 | 0.667 |
| 2022-23 | UMass Dartmouth | D3 | HockeyEast | FR | 23 | 7 | 8 | 15 | 0.652 |
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.