| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Flin Flon Bombers | SJHL | 1 | 0 | 1 | 1 | 1.000 | 0.2562 | 0.2779 | 0.7538 | 0.8178 |
| 2018-19 | Trail Smoke Eaters | BCHL | 42 | 14 | 12 | 26 | 0.619 | 0.2385 | 0.2429 | 0.9008 | 0.9174 |
| 2019-20 | Trail Smoke Eaters | BCHL | 54 | 26 | 40 | 66 | 1.222 | 0.4709 | 0.4709 | 1.7787 | 1.7787 |
| 2020-21 | Waterloo Black Hawks | USHL | 52 | 15 | 19 | 34 | 0.654 | 0.3857 | 0.3857 | 1.9636 | 1.9636 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Bowling Green | D1 | CCHA | — | 15 | 1 | 0 | 1 | 0.067 |
| 2023-24 | Bowling Green | D1 | CCHA | — | 35 | 5 | 4 | 9 | 0.257 |
| 2022-23 | Denver | D1 | NCHC | — | 27 | 1 | 5 | 6 | 0.222 |
| 2021-22 | Denver | D1 | NCHC | — | 21 | 0 | 1 | 1 | 0.048 |
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.