| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Bloomington Jefferson High | USHS-MN | 23 | 3 | 5 | 8 | 0.348 | 0.0440 | 0.0430 | 0.0845 | 0.0826 |
| 2015-16 | Willmar WarHawks | NA3HL | 4 | 0 | 2 | 2 | 0.500 | 0.0628 | 0.0658 | 0.1578 | 0.1652 |
| 2016-17 | Atlanta Capitals | NA3HL | 44 | 20 | 26 | 46 | 1.046 | 0.1312 | 0.1307 | 0.3301 | 0.3290 |
| 2017-18 | Atlanta Capitals | NA3HL | 46 | 25 | 30 | 55 | 1.196 | 0.1501 | 0.1420 | 0.3775 | 0.3571 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Saint Mary's (MN) | D1 | MIAC | FR | 6 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Saint Mary's (MN) | D3 | MIAC | FR | 6 | 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.