| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Coulee Region Chill | NAHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2016-17 | Coulee Region Chill | NAHL | 46 | 5 | 9 | 14 | 0.304 | 0.1206 | 0.1246 | 0.3195 | 0.3300 |
| 2017-18 | Coulee Region Chill | NAHL | 60 | 4 | 11 | 15 | 0.250 | 0.0990 | 0.0973 | 0.2625 | 0.2581 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Hamline | D3 | MIAC | SR | 0 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Hamline | D1 | — | JR | 5 | 1 | 2 | 3 | 0.600 |
| 2020-21 | Hamline | D3 | MIAC | JR | 5 | 1 | 2 | 3 | 0.600 |
| 2019-20 | Hamline | D1 | — | SO | 22 | 4 | 8 | 12 | 0.545 |
| 2019-20 | Hamline | D3 | MIAC | SO | 22 | 4 | 8 | 12 | 0.545 |
| 2018-19 | Hamline | D1 | — | FR | 25 | 6 | 7 | 13 | 0.520 |
| 2018-19 | Hamline | D3 | MIAC | FR | 25 | 6 | 7 | 13 | 0.520 |
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.