| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Minneapolis | USHS-MN | 26 | 10 | 14 | 24 | 0.923 | 0.1137 | 0.1137 | 0.2242 | 0.2242 |
| 2020-21 | Minneapolis | USHS-MN | 13 | 4 | 13 | 17 | 1.308 | 0.1611 | 0.1611 | 0.3176 | 0.3176 |
| 2021-22 | Minneapolis | USHS-MN | 31 | 27 | 31 | 58 | 1.871 | 0.2305 | 0.2305 | 0.4545 | 0.4545 |
| 2022-23 | — | NA3HL | 39 | 19 | 24 | 43 | 1.103 | 0.1219 | 0.1217 | 0.3493 | 0.3487 |
| 2023-24 | Pueblo Bulls | NCDC | 50 | 16 | 38 | 54 | 1.080 | 0.2496 | 0.2391 | 0.8733 | 0.8367 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Concordia | D3 | MIAC | — | 24 | 1 | 5 | 6 | 0.250 |
| 2024-25 | Concordia | D3 | MIAC | — | 9 | 1 | 0 | 1 | 0.111 |
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.