| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Forest Lake High (MN) | USHS-MN | 20 | 0 | 8 | 8 | 0.400 | 0.1077 | 0.1140 | 0.0972 | 0.1029 |
| 2017-18 | Minnesota Mullets | USPHL-Premier | 12 | 1 | 0 | 1 | 0.083 | 0.0275 | 0.0284 | 0.0283 | 0.0292 |
| 2018-19 | Minnesota Mullets | USPHL-Premier | 32 | 10 | 9 | 19 | 0.594 | 0.1957 | 0.1917 | 0.2020 | 0.1978 |
| 2019-20 | Minnesota Mullets | USPHL-Premier | 40 | 19 | 32 | 51 | 1.275 | 0.4202 | 0.4202 | 0.4338 | 0.4338 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Finlandia | D1 | — | FR | 8 | 4 | 1 | 5 | 0.625 |
| 2020-21 | Finlandia | D3 | — | FR | 8 | 4 | 1 | 5 | 0.625 |
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.