| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Northeast Generals | NAHL | 46 | 14 | 17 | 31 | 0.674 | 0.2394 | 0.2394 | 0.7075 | 0.7075 |
| 2020-21 | Northeast Generals | NAHL | 45 | 10 | 10 | 20 | 0.444 | 0.1579 | 0.1579 | 0.4666 | 0.4666 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | St. Olaf | D3 | MIAC | SR | 25 | 5 | 7 | 12 | 0.480 |
| 2023-24 | St. Olaf | D3 | MIAC | JR | 15 | 5 | 3 | 8 | 0.533 |
| 2022-23 | St. Olaf | D3 | MIAC | SO | 27 | 13 | 7 | 20 | 0.741 |
| 2021-22 | St. Olaf | D3 | MIAC | FR | 27 | 14 | 9 | 23 | 0.852 |
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.