| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Hartford Jr. Wolfpack | EHL | 22 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2014-15 | Hartford Jr. Wolfpack | EHL | 39 | 5 | 12 | 17 | 0.436 | 0.0638 | 0.0642 | 0.2135 | 0.2149 |
| 2015-16 | Hartford Jr. Wolfpack | EHL | 37 | 1 | 19 | 20 | 0.540 | 0.0791 | 0.0761 | 0.2647 | 0.2548 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Elmira | D1 | UCHC | SR | 25 | 1 | 7 | 8 | 0.320 |
| 2019-20 | Elmira | D3 | UCHC | SR | 25 | 1 | 7 | 8 | 0.320 |
| 2018-19 | Elmira | D1 | UCHC | JR | 18 | 0 | 4 | 4 | 0.222 |
| 2018-19 | Elmira | D3 | UCHC | JR | 18 | 0 | 4 | 4 | 0.222 |
| 2017-18 | Elmira | D3 | UCHC | SO | 23 | 1 | 3 | 4 | 0.174 |
| 2016-17 | Elmira | D3 | UCHC | FR | 12 | 0 | 2 | 2 | 0.167 |
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.