icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | South Shore Kings 14U AAA | 14u-aaa | 25 | 7 | 11 | 18 | 0.720 | — | — | — | — |
| 2024-25 | Assabet Valley Patriots 18U AAA | 18u-aaa | 25 | 19 | 22 | 41 | 1.640 | — | — | — | — |
| 2025-26 | Brookline Whalers 18U AAA | beast-18u | 3 | 1 | 0 | 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.