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 | Georgetown Raiders | OJHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2019-20 | Owen Sound Attack | OHL | 53 | 8 | 11 | 19 | 0.358 | 0.2074 | 0.2074 | 0.9212 | 0.9212 |
| 2020-21 | Owen Sound Attack | OHL | 0 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2021-22 | Owen Sound Attack | OHL | 68 | 30 | 21 | 51 | 0.750 | 0.4339 | 0.4330 | 1.9271 | 1.9229 |
| 2022-23 | Owen Sound Attack | OHL | 67 | 24 | 25 | 49 | 0.731 | 0.4231 | 0.4039 | 1.8791 | 1.7938 |
| 2023-24 | Owen Sound Attack | OHL | 68 | 31 | 45 | 76 | 1.118 | 0.6465 | 0.5862 | 2.8717 | 2.6038 |
| 2024-25 | St. Francis Xavier Univ. | USports-M | 28 | 10 | 15 | 25 | 0.893 | 0.4711 | 0.5100 | 2.6171 | 2.8332 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Vermont | D1 | HockeyEast | SO | 29 | 6 | 3 | 9 | 0.310 |
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.