icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Coquitlam Express | BCHL | 5 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2015-16 | Coquitlam Express | BCHL | 51 | 7 | 7 | 14 | 0.275 | 0.1058 | 0.1126 | 0.3995 | 0.4252 |
| 2016-17 | Coquitlam Express | BCHL | 51 | 8 | 21 | 29 | 0.569 | 0.2191 | 0.2220 | 0.8275 | 0.8383 |
| 2017-18 | Lincoln Stars | USHL | 8 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2019-20 | McGill Univ. | USports-M | 26 | 5 | 2 | 7 | 0.269 | 0.1420 | 0.1420 | 0.7890 | 0.7890 |
| 2020-21 | McGill Univ. | USports-M | 0 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2021-22 | McGill Univ. | USports-M | 10 | 2 | 3 | 5 | 0.500 | 0.2638 | 0.2550 | 1.4655 | 1.4168 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Union | D1 | ECAC | FR | 3 | 0 | 1 | 1 | 0.333 |
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.