| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Coulee Region Chill | NA3HL | 6 | 2 | 1 | 3 | 0.500 | 0.0553 | 0.0603 | 0.1584 | 0.1728 |
| 2016-17 | Coulee Region Chill | NA3HL | 46 | 21 | 26 | 47 | 1.022 | 0.1130 | 0.1176 | — | — |
| 2017-18 | Coulee Region Chill | NAHL | 56 | 5 | 9 | 14 | 0.250 | 0.0888 | 0.0888 | 0.2625 | 0.2624 |
| 2018-19 | Chippewa Steel | NAHL | 13 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Hamline | D3 | MIAC | SR | 24 | 12 | 7 | 19 | 0.792 |
| 2021-22 | Hamline | D3 | MIAC | JR | 25 | 3 | 4 | 7 | 0.280 |
| 2020-21 | Hamline | D1 | — | SO | 6 | 0 | 1 | 1 | 0.167 |
| 2020-21 | Hamline | D3 | MIAC | SO | 6 | 0 | 1 | 1 | 0.167 |
| 2019-20 | Hamline | D1 | — | FR | 25 | 2 | 4 | 6 | 0.240 |
| 2019-20 | Hamline | D3 | MIAC | FR | 25 | 2 | 4 | 6 | 0.240 |
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.