| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Maryland Black Bears | NAHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2020-21 | Maryland Black Bears | NAHL | 35 | 0 | 3 | 3 | 0.086 | 0.0340 | 0.0340 | 0.0900 | 0.0900 |
| 2021-22 | Maryland Black Bears | NAHL | 60 | 7 | 11 | 18 | 0.300 | 0.1189 | 0.1240 | 0.3150 | 0.3284 |
| 2022-23 | Fargo Force | USHL | 50 | 4 | 2 | 6 | 0.120 | 0.0738 | 0.0701 | 0.3535 | 0.3358 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | RIT | D1 | AHA | SR | 34 | 0 | 4 | 4 | 0.118 |
| 2024-25 | RIT | D1 | AHA | JR | 35 | 0 | 4 | 4 | 0.114 |
| 2023-24 | RIT | D1 | AHA | SO | 29 | 0 | 3 | 3 | 0.103 |
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.