| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Islanders Hockey Club | NCDC | 44 | 10 | 14 | 24 | 0.545 | 0.2224 | 0.2445 | — | — |
| 2018-19 | Maryland Black Bears | NAHL | 48 | 10 | 26 | 36 | 0.750 | 0.2756 | 0.2888 | — | — |
| 2019-20 | — | NAHL | 51 | 15 | 15 | 30 | 0.588 | 0.2161 | 0.2161 | 0.6208 | 0.6208 |
| 2020-21 | Northeast Generals | NAHL | 56 | 15 | 27 | 42 | 0.750 | 0.2756 | 0.2756 | 0.7916 | 0.7916 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | St. Olaf | D3 | MIAC | SR | 27 | 9 | 7 | 16 | 0.593 |
| 2023-24 | St. Olaf | D3 | MIAC | JR | 29 | 11 | 4 | 15 | 0.517 |
| 2022-23 | St. Olaf | D3 | MIAC | SO | 25 | 7 | 7 | 14 | 0.560 |
| 2021-22 | St. Olaf | D3 | MIAC | FR | 29 | 8 | 10 | 18 | 0.621 |
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.