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 | Lindsay Muskies | OJHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2018-19 | Erie Otters | OHL | 4 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2019-20 | Erie Otters | OHL | 48 | 2 | 9 | 11 | 0.229 | 0.1330 | 0.1330 | 0.5873 | 0.5873 |
| 2020-21 | Erie Otters | OHL | 0 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2021-22 | Erie Otters | OHL | 68 | 17 | 29 | 46 | 0.676 | 0.3926 | 0.3660 | 1.7335 | 1.6159 |
| 2022-23 | Erie Otters | OHL | 66 | 16 | 19 | 35 | 0.530 | 0.3077 | 0.2735 | 1.3589 | 1.2079 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Mercyhurst | D1 | AHA | JR | 16 | 0 | 2 | 2 | 0.125 |
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.