icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Valley Jr. Warriors | EHLP | 9 | 1 | 3 | 4 | 0.444 | 0.0510 | 0.0525 | 0.1002 | 0.1031 |
| 2017-18 | Boston Jr. Rangers | EHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2018-19 | Boston Jr. Rangers | EHL | 43 | 3 | 4 | 7 | 0.163 | 0.0376 | 0.0371 | 0.0797 | 0.0787 |
| 2019-20 | Boston Jr. Rangers | EHL | 42 | 0 | 7 | 7 | 0.167 | 0.0385 | 0.0385 | 0.0816 | 0.0816 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Franklin Pierce | D2 | NE10 | — | 16 | 0 | 1 | 1 | 0.062 |
| 2020-21 | Franklin Pierce | D1 | NE10 | FR | 3 | 0 | 1 | 1 | 0.333 |
| 2020-21 | Franklin Pierce | D2 | NE10 | — | 3 | 0 | 1 | 1 | 0.333 |
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.