| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Victoria Grizzlies | BCHL | 44 | 4 | 7 | 11 | 0.250 | 0.0931 | 0.1017 | 0.3643 | 0.3981 |
| 2017-18 | Victoria Grizzlies | BCHL | 56 | 10 | 24 | 34 | 0.607 | 0.2261 | 0.2362 | 0.8846 | 0.9242 |
| 2018-19 | Victoria Grizzlies | BCHL | 54 | 27 | 36 | 63 | 1.167 | 0.4346 | 0.4306 | 1.7000 | 1.6845 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Western Michigan | D1 | NCHC | — | 36 | 4 | 16 | 20 | 0.556 |
| 2022-23 | Western Michigan | D1 | NCHC | — | 33 | 5 | 18 | 23 | 0.697 |
| 2021-22 | UConn | D1 | HockeyEast | JR | 35 | 1 | 7 | 8 | 0.229 |
| 2020-21 | UConn | D1 | HockeyEast | SO | 21 | 1 | 8 | 9 | 0.429 |
| 2019-20 | UConn | D1 | HockeyEast | FR | 31 | 2 | 8 | 10 | 0.323 |
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.