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 | St. Michael's Buzzers | OJHL | 4 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2020-21 | St. Michael's Buzzers | OJHL | 0 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2021-22 | St. Michael's Buzzers | OJHL | 54 | 14 | 25 | 39 | 0.722 | 0.1770 | 0.1868 | 0.4943 | 0.5217 |
| 2022-23 | — | OJHL | 53 | 16 | 34 | 50 | 0.943 | 0.2312 | 0.2322 | 0.6458 | 0.6485 |
| 2023-24 | Philadelphia Rebels | NAHL | 60 | 23 | 14 | 37 | 0.617 | 0.2191 | 0.2155 | 0.6475 | 0.6370 |
| 2024-25 | Philadelphia Rebels | NAHL | 41 | 5 | 10 | 15 | 0.366 | 0.1300 | 0.1211 | 0.3842 | 0.3578 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Neumann | D3 | MAC | — | 28 | 12 | 9 | 21 | 0.750 |
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.