| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Breck School | USHS-MN | 25 | 6 | 4 | 10 | 0.400 | 0.1077 | 0.1124 | 0.0972 | 0.1015 |
| 2017-18 | Minnesota Magicians | NAHL | 55 | 8 | 18 | 26 | 0.473 | 0.1755 | 0.1793 | 0.5005 | 0.5113 |
| 2018-19 | Minnesota Magicians | NAHL | 51 | 10 | 20 | 30 | 0.588 | 0.2184 | 0.2134 | 0.6228 | 0.6084 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Colby | D3 | NESCAC | SR | 26 | 10 | 14 | 24 | 0.923 |
| 2021-22 | Colby | D3 | NESCAC | JR | 23 | 5 | 11 | 16 | 0.696 |
| 2020-21 | Colby | D3 | NESCAC | SO | 3 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Colby | D3 | NESCAC | FR | 24 | 5 | 5 | 10 | 0.417 |
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.