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 | Kemptville 73's | CCHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2019-20 | Kemptville 73's | CCHL | 54 | 5 | 10 | 15 | 0.278 | 0.0603 | 0.0603 | 0.2150 | 0.2150 |
| 2020-21 | Pembroke Lumber Kings | CCHL | 0 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2021-22 | Boston Jr. Bruins | NCDC | 48 | 23 | 24 | 47 | 0.979 | 0.2263 | 0.2360 | 0.7918 | 0.8259 |
| 2022-23 | Boston Jr. Bruins | NCDC | 50 | 22 | 35 | 57 | 1.140 | 0.2635 | 0.2638 | 0.9218 | 0.9229 |
| 2023-24 | Merritt Centennials | BCHL | 44 | 13 | 6 | 19 | 0.432 | 0.1664 | 0.1548 | 0.6292 | 0.5853 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Hobart | D3 | SUNYAC | SO | 28 | 15 | 8 | 23 | 0.821 |
| 2024-25 | Hobart | D3 | SUNYAC | — | 20 | 5 | 4 | 9 | 0.450 |
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.