| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Hill-Murray | USHS-MN | 31 | 27 | 27 | 54 | 1.742 | 0.4689 | 0.4689 | 0.4231 | 0.4231 |
| 2020-21 | Waterloo Black Hawks | USHL | 19 | 3 | 2 | 5 | 0.263 | 0.1676 | 0.1676 | 0.7887 | 0.7887 |
| 2021-22 | Trail Smoke Eaters | BCHL | 47 | 9 | 14 | 23 | 0.489 | 0.1905 | 0.1773 | 0.7492 | 0.6829 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Colorado College | D1 | NCHC | — | 6 | 0 | 1 | 1 | 0.167 |
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.