icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Northeast Generals | NAHL | 4 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2018-19 | Northeast Generals | NAHL | 9 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2019-20 | Northeast Generals | NAHL | 28 | 3 | 7 | 10 | 0.357 | 0.1312 | 0.1312 | 0.3769 | 0.3769 |
| 2020-21 | Boston Advantage | NCDC | 41 | 9 | 14 | 23 | 0.561 | 0.2287 | 0.2287 | 0.4509 | 0.4509 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | University of New England | D3 | CNE | — | 27 | 21 | 14 | 35 | 1.296 |
| 2023-24 | University of New England | D3 | CNE | — | 27 | 8 | 11 | 19 | 0.704 |
| 2022-23 | University of New England | D3 | CNE | — | 29 | 15 | 22 | 37 | 1.276 |
| 2021-22 | University of New England | D3 | CNE | — | 22 | 12 | 4 | 16 | 0.727 |
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.