| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Nashville Jr. Predators | NA3HL | 30 | 1 | 5 | 6 | 0.200 | 0.0460 | 0.0489 | 0.0634 | 0.0673 |
| 2015-16 | Texas Jr. Brahmas | NA3HL | 47 | 4 | 24 | 28 | 0.596 | 0.1370 | 0.1389 | 0.1887 | 0.1913 |
| 2016-17 | — | NOJHL | 41 | 0 | 5 | 5 | 0.122 | 0.0310 | 0.0297 | 0.0506 | 0.0486 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Lawrence | D1 | ECAC | SR | 1 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Lawrence | D3 | NCHA | SR | 1 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Lawrence | D1 | ECAC | JR | 10 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Lawrence | D3 | NCHA | JR | 10 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Lawrence | D1 | ECAC | SO | 20 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Lawrence | D3 | NCHA | SO | 20 | 0 | 0 | 0 | 0.000 |
| 2017-18 | Lawrence | D3 | NCHA | FR | 7 | 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.