| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Prince George Spruce Kings | BCHL | 5 | 0 | 1 | 1 | 0.200 | 0.0745 | 0.0878 | 0.2914 | 0.3436 |
| 2017-18 | Langley Rivermen | BCHL | 53 | 10 | 21 | 31 | 0.585 | 0.2179 | 0.2464 | 0.8523 | 0.9639 |
| 2018-19 | Langley Rivermen | BCHL | 51 | 15 | 27 | 42 | 0.824 | 0.3068 | 0.3304 | 1.1999 | 1.2923 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Bentley | D1 | AHA | GR | 37 | 17 | 25 | 42 | 1.135 |
| 2023-24 | Bentley | D1 | AHA | SR | 35 | 13 | 16 | 29 | 0.829 |
| 2022-23 | Bentley | D1 | AHA | JR | 0 | 0 | 0 | 0 | 0.000 |
| 2021-22 | Quinnipiac | D1 | ECAC | JR | 31 | 3 | 7 | 10 | 0.323 |
| 2020-21 | Quinnipiac | D1 | ECAC | SO | 25 | 3 | 7 | 10 | 0.400 |
| 2019-20 | Quinnipiac | D1 | ECAC | FR | 34 | 7 | 3 | 10 | 0.294 |
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.