icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Aurora Tigers | OJHL | 3 | 1 | 0 | 1 | 0.333 | 0.0817 | 0.0937 | 0.2295 | 0.2633 |
| 2019-20 | Oakville Blades | OJHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2020-21 | Collingwood Blues | OJHL | 0 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2021-22 | Collingwood Blues | OJHL | 51 | 14 | 32 | 46 | 0.902 | 0.2211 | 0.2215 | 0.6210 | 0.6221 |
| 2022-23 | — | OJHL | 45 | 16 | 44 | 60 | 1.333 | 0.3268 | 0.3106 | 0.9180 | 0.8726 |
| 2023-24 | Trenton Golden Hawks | OJHL | 55 | 42 | 52 | 94 | 1.709 | 0.4189 | 0.3764 | 1.1767 | 1.0574 |
| 2025-26 | Toronto Metro Univ. | USports-M | 13 | 1 | 2 | 3 | 0.231 | 0.1218 | 0.1225 | 0.6765 | 0.6805 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Robert Morris | D1 | AHA | — | 13 | 0 | 1 | 1 | 0.077 |
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.