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 | Milton Menace | OJHL | 13 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2020-21 | Toronto Patriots | OJHL | 0 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2021-22 | Toronto Patriots | OJHL | 50 | 15 | 27 | 42 | 0.840 | 0.2059 | 0.2116 | 0.5750 | 0.5908 |
| 2022-23 | Georgetown Raiders | OJHL | 37 | 13 | 27 | 40 | 1.081 | 0.2650 | 0.2587 | 0.7400 | 0.7224 |
| 2023-24 | — | OJHL | 37 | 6 | 18 | 24 | 0.649 | 0.1590 | 0.1470 | 0.4440 | 0.4104 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Lake Forest | D3 | NCHA | — | 19 | 4 | 1 | 5 | 0.263 |
| 2024-25 | Lake Forest | D3 | NCHA | — | 8 | 3 | 2 | 5 | 0.625 |
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.