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 | Salisbury School | NE-Prep | 28 | 0 | 1 | 1 | 0.036 | 0.0101 | 0.0101 | 0.0163 | 0.0163 |
| 2021-22 | Salmon Arm Silverbacks | BCHL | 53 | 1 | 16 | 17 | 0.321 | 0.1195 | 0.1186 | 0.4674 | 0.4639 |
| 2022-23 | Salmon Arm Silverbacks | BCHL | 24 | 0 | 10 | 10 | 0.417 | 0.1552 | 0.1464 | 0.6072 | 0.5729 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | St. Lawrence | D1 | ECAC | GR | 31 | 1 | 3 | 4 | 0.129 |
| 2024-25 | St. Lawrence | D1 | ECAC | SR | 24 | 0 | 0 | 0 | 0.000 |
| 2023-24 | St. Lawrence | D1 | ECAC | JR | 7 | 0 | 1 | 1 | 0.143 |
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.