| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | WSFLG Blizzard | USHS-W | 22 | 30 | 29 | 59 | 2.682 | 0.8064 | 0.8064 | — | — |
| 2014-15 | Hayward High | USHS-W | 24 | 21 | 19 | 40 | 1.667 | 0.5012 | 0.5012 | — | — |
| 2015-16 | Hayward High | USHS-W | 24 | 16 | 26 | 42 | 1.750 | 0.5262 | 0.5262 | — | — |
| 2016-17 | Hayward High | USHS-W | 23 | 22 | 12 | 34 | 1.478 | 0.4445 | 0.4445 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Wisconsin-Superior | D3 | WIAC | — | 25 | 4 | 11 | 15 | 0.600 |
| 2020-21 | Wisconsin-Superior | D3 | WIAC | — | 10 | 4 | 3 | 7 | 0.700 |
| 2019-20 | Wisconsin-Superior | D3 | WIAC | JR | 27 | 8 | 4 | 12 | 0.444 |
| 2018-19 | Wisconsin-Superior | D3 | WIAC | SO | 27 | 7 | 4 | 11 | 0.407 |
| 2017-18 | Wisconsin-Superior | D3 | WIAC | FR | 27 | 3 | 3 | 6 | 0.222 |
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.