| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Corpus Christi IceRays | NAHL | 16 | 2 | 5 | 7 | 0.438 | 0.1733 | 0.1775 | 0.4593 | 0.4704 |
| 2017-18 | Corpus Christi IceRays | NAHL | 58 | 4 | 10 | 14 | 0.241 | 0.0956 | 0.0932 | 0.2534 | 0.2470 |
| 2018-19 | — | NAHL | 34 | 1 | 2 | 3 | 0.088 | 0.0349 | 0.0325 | 0.0926 | 0.0861 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Saint Mary's (MN) | D3 | MIAC | JR | 21 | 1 | 5 | 6 | 0.286 |
| 2020-21 | Saint Mary's (MN) | D1 | — | SO | 8 | 0 | 6 | 6 | 0.750 |
| 2020-21 | Saint Mary's (MN) | D3 | — | SO | 8 | 0 | 6 | 6 | 0.750 |
| 2019-20 | Saint Mary's (MN) | D1 | — | FR | 25 | 3 | 13 | 16 | 0.640 |
| 2019-20 | Saint Mary's (MN) | D3 | — | FR | 25 | 3 | 13 | 16 | 0.640 |
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.