| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Coulee Region Chill | NA3HL | 31 | 0 | 3 | 3 | 0.097 | 0.0121 | 0.0133 | 0.0306 | 0.0335 |
| 2016-17 | Coulee Region Chill | NA3HL | 24 | 3 | 3 | 6 | 0.250 | 0.0314 | 0.0328 | 0.0789 | 0.0825 |
| 2017-18 | Coulee Region Chill | NA3HL | 45 | 7 | 27 | 34 | 0.756 | 0.0948 | 0.0943 | 0.2385 | 0.2373 |
| 2018-19 | Coulee Region Chill | NA3HL | 45 | 11 | 69 | 80 | 1.778 | 0.2231 | 0.2102 | 0.5613 | 0.5288 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Wilkes | D3 | MAC | — | 11 | 0 | 5 | 5 | 0.455 |
| 2019-20 | Wilkes | D3 | MAC | — | 4 | 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.