| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Cowichan Valley Capitals | BCHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2015-16 | Vernon Vipers | BCHL | 49 | 4 | 8 | 12 | 0.245 | 0.0912 | 0.1018 | 0.3568 | 0.3981 |
| 2016-17 | Vernon Vipers | BCHL | 52 | 16 | 34 | 50 | 0.962 | 0.3582 | 0.3814 | 1.4010 | 1.4917 |
| 2017-18 | Vernon Vipers | BCHL | 52 | 27 | 32 | 59 | 1.135 | 0.4226 | 0.4296 | 1.6532 | 1.6807 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Denver | D1 | NCHC | SR | 41 | 18 | 25 | 43 | 1.049 |
| 2020-21 | Denver | D1 | NCHC | JR | 13 | 4 | 3 | 7 | 0.538 |
| 2019-20 | Denver | D1 | NCHC | SO | 35 | 5 | 25 | 30 | 0.857 |
| 2018-19 | Denver | D1 | NCHC | FR | 32 | 5 | 14 | 19 | 0.594 |
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.