| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Salmon Arm Silverbacks | BCHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2017-18 | Vernon Vipers | BCHL | 4 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2018-19 | Vernon Vipers | BCHL | 58 | 7 | 19 | 26 | 0.448 | 0.1670 | 0.1770 | 0.6532 | 0.6922 |
| 2019-20 | — | BCHL | 49 | 5 | 14 | 19 | 0.388 | 0.1445 | 0.1445 | 0.5651 | 0.5651 |
| 2020-21 | West Kelowna Warriors | BCHL | 11 | 2 | 3 | 5 | 0.455 | 0.1693 | 0.1693 | 0.6623 | 0.6623 |
| 2021-22 | West Kelowna Warriors | BCHL | 54 | 23 | 30 | 53 | 0.982 | 0.3656 | 0.3324 | 1.4301 | 1.3001 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Yale | D1 | ECAC | SR | 11 | 1 | 0 | 1 | 0.091 |
| 2024-25 | Yale | D1 | ECAC | JR | 25 | 1 | 1 | 2 | 0.080 |
| 2023-24 | Yale | D1 | ECAC | SO | 28 | 1 | 2 | 3 | 0.107 |
| 2022-23 | Yale | D1 | ECAC | FR | 7 | 0 | 0 | 0 | 0.000 |
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.