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 | Victoria Grizzlies | BCHL | 52 | 10 | 16 | 26 | 0.500 | 0.1926 | 0.1928 | 0.7277 | 0.7285 |
| 2019-20 | Cornwall Colts | CCHL | 35 | 10 | 15 | 25 | 0.714 | 0.1549 | 0.1549 | 0.7509 | 0.7509 |
| 2023-24 | Concordia Univ. | USports-M | 7 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2024-25 | Concordia Univ. | USports-M | 6 | 1 | 2 | 3 | 0.500 | 0.2638 | 0.2388 | 1.4655 | 1.3265 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Clarkson | D1 | ECAC | JR | 0 | 0 | 0 | 0 | 0.000 |
| 2021-22 | Clarkson | D1 | ECAC | SO | 3 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Clarkson | D1 | ECAC | FR | 6 | 1 | 0 | 1 | 0.167 |
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.