| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Cretin-Derham Hall | USHS-MN | 25 | 4 | 2 | 6 | 0.240 | 0.0646 | 0.0656 | 0.0583 | 0.0592 |
| 2016-17 | Shreveport Mudbugs | NAHL | 43 | 5 | 8 | 13 | 0.302 | 0.1198 | 0.1250 | 0.3174 | 0.3311 |
| 2017-18 | Shreveport Mudbugs | NAHL | 35 | 1 | 4 | 5 | 0.143 | 0.0566 | 0.0562 | 0.1500 | 0.1491 |
| 2018-19 | Shreveport Mudbugs | NAHL | 58 | 9 | 17 | 26 | 0.448 | 0.1776 | 0.1685 | 0.4707 | 0.4467 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Aurora | D3 | NCHA | SR | 27 | 15 | 21 | 36 | 1.333 |
| 2021-22 | Aurora | D3 | NCHA | JR | 28 | 15 | 23 | 38 | 1.357 |
| 2020-21 | Aurora | D1 | — | SO | 11 | 5 | 5 | 10 | 0.909 |
| 2020-21 | Aurora | D3 | NCHA | SO | 11 | 5 | 5 | 10 | 0.909 |
| 2019-20 | Aurora | D1 | — | FR | 27 | 4 | 8 | 12 | 0.444 |
| 2019-20 | Aurora | D3 | NCHA | FR | 27 | 4 | 8 | 12 | 0.444 |
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.