icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Aurora Tigers | OJHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2018-19 | Aurora Tigers | OJHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2019-20 | St. Michael's Buzzers | OJHL | 38 | 3 | 5 | 8 | 0.210 | 0.0516 | 0.0516 | 0.1441 | 0.1441 |
| 2020-21 | St. Michael's Buzzers | OJHL | 0 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Rivier | D3 | MASCAC | SR | 22 | 6 | 11 | 17 | 0.773 |
| 2023-24 | Rivier | D3 | MASCAC | JR | 20 | 5 | 10 | 15 | 0.750 |
| 2022-23 | Rivier | D3 | MASCAC | SO | 24 | 5 | 6 | 11 | 0.458 |
| 2021-22 | Rivier | D3 | MASCAC | FR | 14 | 1 | 7 | 8 | 0.571 |
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.