| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Cedar Rapids RoughRiders | USHL | 50 | 2 | 11 | 13 | 0.260 | 0.1534 | 0.1600 | 0.7809 | 0.8146 |
| 2018-19 | — | USHL | 50 | 2 | 6 | 8 | 0.160 | 0.0944 | 0.0936 | 0.4805 | 0.4765 |
| 2019-20 | Minnesota Magicians | NAHL | 48 | 16 | 9 | 25 | 0.521 | 0.1913 | 0.1913 | 0.5497 | 0.5497 |
| 2020-21 | — | NAHL | 55 | 8 | 20 | 28 | 0.509 | 0.1870 | 0.1870 | 0.5374 | 0.5374 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Army | D1 | AHA | SR | 4 | 0 | 0 | 0 | 0.000 |
| 2023-24 | Army | D1 | AHA | JR | 1 | 0 | 0 | 0 | 0.000 |
| 2022-23 | Army | D1 | AHA | SO | 2 | 0 | 0 | 0 | 0.000 |
| 2021-22 | Army | D1 | AHA | FR | 16 | 2 | 0 | 2 | 0.125 |
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.