| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Benilde-St. Margaret's School | USHS-MN | 25 | 2 | 6 | 8 | 0.320 | 0.0861 | 0.0862 | 0.0777 | 0.0778 |
| 2016-17 | Philadelphia Rebels | NAHL | 30 | 7 | 7 | 14 | 0.467 | 0.1733 | 0.1783 | 0.4941 | 0.5084 |
| 2017-18 | Philadelphia Rebels | NAHL | 58 | 13 | 13 | 26 | 0.448 | 0.1665 | 0.1631 | 0.4747 | 0.4650 |
| 2018-19 | Philadelphia Rebels | NAHL | 59 | 9 | 16 | 25 | 0.424 | 0.1573 | 0.1470 | 0.4486 | 0.4193 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Saint John's | D3 | MIAC | SR | 26 | 8 | 16 | 24 | 0.923 |
| 2021-22 | Saint John's | D3 | MIAC | JR | 27 | 15 | 13 | 28 | 1.037 |
| 2020-21 | Saint John's | D3 | — | SO | 10 | 5 | 8 | 13 | 1.300 |
| 2019-20 | Saint John's | D3 | — | FR | 25 | 11 | 16 | 27 | 1.080 |
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.