| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Olds Grizzlys | AJHL | 45 | 1 | 5 | 6 | 0.133 | 0.0447 | 0.0506 | 0.1235 | 0.1399 |
| 2018-19 | Coquitlam Express | BCHL | 51 | 1 | 6 | 7 | 0.137 | 0.0529 | 0.0576 | 0.2001 | 0.2179 |
| 2019-20 | Grande Prairie Storm | AJHL | 40 | 3 | 9 | 12 | 0.300 | 0.1006 | 0.1006 | 0.2780 | 0.2780 |
| 2020-21 | Grande Prairie Storm | AJHL | 15 | 0 | 5 | 5 | 0.333 | 0.1118 | 0.1118 | 0.3089 | 0.3089 |
| 2021-22 | — | AJHL | 56 | 2 | 11 | 13 | 0.232 | 0.0778 | 0.0730 | 0.2151 | 0.2018 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Aurora | D3 | NCHA | SR | 32 | 6 | 13 | 19 | 0.594 |
| 2024-25 | Aurora | D3 | NCHA | JR | 30 | 10 | 22 | 32 | 1.067 |
| 2023-24 | Aurora | D3 | NCHA | SO | 28 | 4 | 12 | 16 | 0.571 |
| 2022-23 | Aurora | D3 | NCHA | FR | 27 | 3 | 7 | 10 | 0.370 |
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.