| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Rio Grande Valley Killer Bees | NAHL | 2 | 1 | 1 | 2 | 1.000 | 0.3713 | 0.3966 | 1.0588 | 1.1309 |
| 2014-15 | Rio Grande Valley Killer Bees | NAHL | 56 | 7 | 16 | 23 | 0.411 | 0.1525 | 0.1549 | 0.4348 | 0.4416 |
| 2015-16 | Philadelphia Rebels | NAHL | 57 | 25 | 25 | 50 | 0.877 | 0.3257 | 0.3164 | 0.9288 | 0.9022 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Adrian | D3 | NCHA | SR | 29 | 19 | 21 | 40 | 1.379 |
| 2018-19 | Adrian | D3 | NCHA | JR | 28 | 13 | 16 | 29 | 1.036 |
| 2017-18 | Adrian | D3 | NCHA | SO | 28 | 8 | 20 | 28 | 1.000 |
| 2016-17 | Adrian | D3 | NCHA | FR | 16 | 6 | 5 | 11 | 0.688 |
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.