| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Bloomington Kennedy High | USHS-MN | 25 | 10 | 22 | 32 | 1.280 | 0.3446 | 0.3403 | 0.3109 | 0.3070 |
| 2016-17 | Tampa Bay Juniors | USPHL-Elite | 43 | 22 | 17 | 39 | 0.907 | 0.1087 | 0.1097 | 0.2082 | 0.2100 |
| 2017-18 | Tampa Bay Juniors | USPHL-Premier | 44 | 47 | 49 | 96 | 2.182 | 0.2937 | 0.2824 | 0.7427 | 0.7142 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Bethel | D3 | MIAC | SR | 24 | 4 | 4 | 8 | 0.333 |
| 2020-21 | Bethel | D3 | MIAC | JR | 8 | 1 | 2 | 3 | 0.375 |
| 2019-20 | Bethel | D3 | MIAC | SO | 25 | 1 | 3 | 4 | 0.160 |
| 2018-19 | Bethel | D3 | MIAC | FR | 9 | 0 | 0 | 0 | 0.000 |
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.