icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2005-06 | Huntsville Otters | OJHL | 34 | 4 | 5 | 9 | 0.265 | 0.0649 | 0.0676 | 0.1820 | 0.1896 |
| 2006-07 | Hamilton Red Wings | OJHL | 42 | 6 | 17 | 23 | 0.548 | 0.1342 | 0.1331 | 0.3766 | 0.3735 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Syracuse | ACHA_D1 | — | — | 23 | 4 | 5 | 9 | 0.391 |
| 2024-25 | Syracuse | ACHA_D1 | — | — | 23 | 4 | 5 | 9 | 0.391 |
| 2023-24 | Syracuse | ACHA_D1 | — | — | 23 | 4 | 5 | 9 | 0.391 |
| 2022-23 | Syracuse | ACHA_D1 | — | — | 23 | 4 | 5 | 9 | 0.391 |
| 2021-22 | Syracuse | ACHA_D1 | — | — | 23 | 4 | 5 | 9 | 0.391 |
| 2020-21 | Syracuse | ACHA_D1 | — | — | 23 | 4 | 5 | 9 | 0.391 |
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.