| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Flint Jr. Generals | NA3HL | 27 | 9 | 6 | 15 | 0.556 | 0.0669 | 0.0717 | 0.1755 | 0.1882 |
| 2014-15 | — | NA3HL | 31 | 10 | 13 | 23 | 0.742 | 0.0894 | 0.0915 | 0.2344 | 0.2399 |
| 2015-16 | Metro Jets | NA3HL | 40 | 22 | 30 | 52 | 1.300 | 0.1567 | 0.1527 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Lawrence | D3 | NCHA | SR | 26 | 12 | 8 | 20 | 0.769 |
| 2018-19 | Lawrence | D3 | NCHA | JR | 25 | 9 | 8 | 17 | 0.680 |
| 2017-18 | Lawrence | D3 | NCHA | SO | 17 | 4 | 3 | 7 | 0.412 |
| 2016-17 | Lawrence | D3 | NCHA | FR | 21 | 1 | 7 | 8 | 0.381 |
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.