| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Cowichan Valley Capitals | BCHL | 48 | 8 | 6 | 14 | 0.292 | 0.1124 | 0.1148 | 0.4245 | 0.4334 |
| 2018-19 | Austin Bruins | NAHL | 54 | 20 | 18 | 38 | 0.704 | 0.2585 | 0.2548 | 0.7428 | 0.7323 |
| 2019-20 | Austin Bruins | NAHL | 48 | 21 | 25 | 46 | 0.958 | 0.3521 | 0.3521 | 1.0115 | 1.0115 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | UConn | D1 | HockeyEast | — | 32 | 3 | 3 | 6 | 0.188 |
| 2023-24 | Western Michigan | D1 | NCHC | SR | 37 | 5 | 4 | 9 | 0.243 |
| 2022-23 | Western Michigan | D1 | NCHC | JR | 38 | 6 | 8 | 14 | 0.368 |
| 2021-22 | Western Michigan | D1 | NCHC | SO | 19 | 3 | 1 | 4 | 0.210 |
| 2020-21 | Western Michigan | D1 | NCHC | FR | 19 | 1 | 1 | 2 | 0.105 |
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.