| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Delano High | USHS-MN | 25 | 13 | 19 | 32 | 1.280 | 0.1620 | 0.1659 | 0.3109 | 0.3184 |
| 2016-17 | Minnesota Magicians | NAHL | 8 | 1 | 2 | 3 | 0.375 | 0.1378 | 0.1449 | 0.3958 | 0.4162 |
| 2017-18 | Minnesota Magicians | NAHL | 55 | 13 | 16 | 29 | 0.527 | 0.1937 | 0.1941 | 0.5566 | 0.5577 |
| 2018-19 | Minnesota Magicians | NAHL | 51 | 22 | 24 | 46 | 0.902 | 0.3314 | 0.3173 | 0.9521 | 0.9115 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Army | D1 | AHA | SR | 36 | 11 | 17 | 28 | 0.778 |
| 2021-22 | Army | D1 | AHA | JR | 35 | 7 | 7 | 14 | 0.400 |
| 2020-21 | Army | D1 | AHA | SO | 22 | 0 | 4 | 4 | 0.182 |
| 2019-20 | Army | D1 | AHA | FR | 33 | 2 | 12 | 14 | 0.424 |
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.