| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | New England Knights | NA3HL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2020-21 | Boston Advantage | NCDC | 43 | 14 | 14 | 28 | 0.651 | 0.3631 | 0.3631 | 0.5266 | 0.5266 |
| 2021-22 | Boston Advantage | NCDC | 47 | 15 | 13 | 28 | 0.596 | 0.3322 | 0.3235 | 0.4817 | 0.4691 |
| 2022-23 | Maine Nordiques | NAHL | 59 | 13 | 26 | 39 | 0.661 | 0.2619 | 0.2431 | 0.6940 | 0.6442 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Arizona State | D1 | NCHC | GR | 12 | 0 | 0 | 0 | 0.000 |
| 2024-25 | Arizona State | D1 | NCHC | SR | 15 | 0 | 0 | 0 | 0.000 |
| 2023-24 | Arizona State | D1 | NCHC | JR | 12 | 0 | 3 | 3 | 0.250 |
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.