| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Penticton Vees | BCHL | 43 | 8 | 16 | 24 | 0.558 | 0.2079 | 0.2149 | 0.8132 | 0.8406 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Minnesota | D1 | BigTen | GR | 36 | 10 | 10 | 20 | 0.556 |
| 2023-24 | Minnesota Duluth | D1 | NCHC | — | 36 | 10 | 10 | 20 | 0.556 |
| 2022-23 | Minnesota | D1 | BigTen | SR | 35 | 8 | 11 | 19 | 0.543 |
| 2022-23 | Minnesota Duluth | D1 | NCHC | — | 35 | 8 | 11 | 19 | 0.543 |
| 2021-22 | Minnesota | D1 | BigTen | JR | 34 | 2 | 4 | 6 | 0.176 |
| 2021-22 | Minnesota Duluth | D1 | NCHC | — | 34 | 2 | 4 | 6 | 0.176 |
| 2020-21 | Minnesota Duluth | D1 | NCHC | SO | 28 | 3 | 2 | 5 | 0.179 |
| 2019-20 | Minnesota Duluth | D1 | NCHC | FR | 33 | 5 | 1 | 6 | 0.182 |
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.