| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Hartford Jr. Wolfpack | EHL | 35 | 8 | 13 | 21 | 0.600 | 0.1386 | 0.1438 | 0.2936 | 0.3047 |
| 2017-18 | New Hampshire Avalanche | EHL | 49 | 18 | 44 | 62 | 1.265 | 0.2923 | 0.2871 | 0.6191 | 0.6081 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Plymouth State | D3 | LittleEast | SR | 16 | 1 | 1 | 2 | 0.125 |
| 2020-21 | Plymouth State | D1 | LittleEast | JR | 6 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Plymouth State | D3 | LittleEast | JR | 6 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Plymouth State | D1 | LittleEast | SO | 24 | 1 | 8 | 9 | 0.375 |
| 2019-20 | Plymouth State | D3 | LittleEast | SO | 24 | 1 | 8 | 9 | 0.375 |
| 2018-19 | Plymouth State | D1 | LittleEast | FR | 18 | 0 | 4 | 4 | 0.222 |
| 2018-19 | Plymouth State | D3 | LittleEast | FR | 18 | 0 | 4 | 4 | 0.222 |
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.