| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Calgary Mustangs | AJHL | 5 | 0 | 2 | 2 | 0.400 | 0.1342 | 0.1425 | 0.3702 | 0.3930 |
| 2018-19 | Chilliwack Chiefs | BCHL | 53 | 12 | 24 | 36 | 0.679 | 0.2617 | 0.2664 | 0.9884 | 1.0063 |
| 2019-20 | — | BCHL | 54 | 12 | 21 | 33 | 0.611 | 0.2355 | 0.2355 | 0.8893 | 0.8893 |
| 2020-21 | West Kelowna Warriors | BCHL | 20 | 11 | 7 | 18 | 0.900 | 0.3468 | 0.3468 | 1.3098 | 1.3098 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | North Dakota | D1 | NCHC | — | 38 | 9 | 9 | 18 | 0.474 |
| 2023-24 | RIT | D1 | AHA | GR | 40 | 16 | 25 | 41 | 1.025 |
| 2022-23 | RIT | D1 | AHA | SR | 39 | 14 | 26 | 40 | 1.026 |
| 2021-22 | RIT | D1 | AHA | JR | 38 | 13 | 17 | 30 | 0.789 |
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.