| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Hartford Jr. Wolfpack | EHL | 38 | 2 | 9 | 11 | 0.289 | 0.0669 | 0.0680 | 0.1417 | 0.1441 |
| 2016-17 | Hartford Jr. Wolfpack | EHL | 47 | 3 | 23 | 26 | 0.553 | 0.1278 | 0.1242 | 0.2707 | 0.2631 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Lebanon Valley | D1 | MAC | SO | 14 | 0 | 1 | 1 | 0.071 |
| 2018-19 | Lebanon Valley | D3 | MAC | — | 14 | 0 | 1 | 1 | 0.071 |
| 2017-18 | Lebanon Valley | D3 | MAC | — | 12 | 0 | 0 | 0 | 0.000 |
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.