| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Alexandria Blizzard | NA3HL | 13 | 4 | 2 | 6 | 0.462 | 0.0579 | 0.0635 | 0.1457 | 0.1598 |
| 2018-19 | Alexandria Blizzard | NA3HL | 14 | 5 | 5 | 10 | 0.714 | 0.0896 | 0.0936 | 0.2255 | 0.2355 |
| 2019-20 | Minot Minotauros | NAHL | 45 | 8 | 18 | 26 | 0.578 | 0.2123 | 0.2123 | 0.6099 | 0.6099 |
| 2020-21 | Minot Minotauros | NAHL | 47 | 11 | 18 | 29 | 0.617 | 0.2267 | 0.2267 | 0.6512 | 0.6512 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Concordia | D3 | MIAC | — | 10 | 0 | 2 | 2 | 0.200 |
| 2023-24 | Concordia | D3 | MIAC | — | 18 | 2 | 3 | 5 | 0.278 |
| 2022-23 | Concordia | D3 | MIAC | — | 10 | 2 | 4 | 6 | 0.600 |
| 2021-22 | Gustavus Adolphus | D3 | MIAC | — | 23 | 5 | 7 | 12 | 0.522 |
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.