| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Eau Claire Memorial (Wis.) | USHS-MN | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2021-22 | Chippewa Steel | NAHL | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2022-23 | Chippewa Steel | NAHL | 59 | 17 | 14 | 31 | 0.525 | 0.2082 | 0.2122 | 0.5516 | 0.5621 |
| 2023-24 | Chippewa Steel | NAHL | 60 | 23 | 29 | 52 | 0.867 | 0.3434 | 0.3335 | 0.9099 | 0.8837 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Alaska Fairbanks | D1 | WCHA | SO | 31 | 8 | 13 | 21 | 0.677 |
| 2024-25 | Alaska Fairbanks | D1 | — | — | 32 | 2 | 11 | 13 | 0.406 |
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.