| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Sioux Falls Stampede | USHL | 10 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2019-20 | — | USHL | 14 | 1 | 1 | 2 | 0.143 | 0.0878 | 0.0878 | 0.4210 | 0.4210 |
| 2020-21 | Minnesota Wilderness | NAHL | 52 | 2 | 13 | 15 | 0.288 | 0.1143 | 0.1143 | 0.3029 | 0.3029 |
| 2021-22 | Trail Smoke Eaters | BCHL | 52 | 6 | 25 | 31 | 0.596 | 0.2221 | 0.2146 | 0.8687 | 0.8395 |
| 2022-23 | Trail Smoke Eaters | BCHL | 54 | 7 | 28 | 35 | 0.648 | 0.2414 | 0.2215 | 0.9443 | 0.8663 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Lake Superior State | D1 | CCHA | JR | 36 | 3 | 10 | 13 | 0.361 |
| 2024-25 | Lake Superior State | D1 | CCHA | SR | 33 | 0 | 14 | 14 | 0.424 |
| 2023-24 | Lake Superior State | D1 | CCHA | JR | 37 | 1 | 14 | 15 | 0.405 |
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.