| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | New Jersey Jr. Titans | NAHL | 21 | 0 | 2 | 2 | 0.095 | 0.0350 | 0.0369 | 0.1005 | 0.1060 |
| 2016-17 | Northeast Generals | NAHL | 56 | 8 | 16 | 24 | 0.429 | 0.1575 | 0.1576 | 0.4524 | 0.4527 |
| 2017-18 | Northeast Generals | NAHL | 59 | 20 | 31 | 51 | 0.864 | 0.3176 | 0.3021 | 0.9124 | 0.8678 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Niagara | D1 | AHA | — | 6 | 1 | 0 | 1 | 0.167 |
| 2021-22 | Babson | D3 | LittleEast | SR | 26 | 15 | 17 | 32 | 1.231 |
| 2020-21 | Babson | D1 | LittleEast | JR | 8 | 3 | 6 | 9 | 1.125 |
| 2020-21 | Babson | D3 | LittleEast | JR | 8 | 3 | 6 | 9 | 1.125 |
| 2019-20 | Babson | D1 | LittleEast | SO | 25 | 14 | 12 | 26 | 1.040 |
| 2019-20 | Babson | D3 | LittleEast | SO | 25 | 14 | 12 | 26 | 1.040 |
| 2018-19 | Babson | D1 | LittleEast | FR | 27 | 12 | 15 | 27 | 1.000 |
| 2018-19 | Babson | D3 | LittleEast | FR | 27 | 12 | 15 | 27 | 1.000 |
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.