| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Smiths Falls Bears | CCHL | 7 | 0 | 1 | 1 | 0.143 | 0.0310 | 0.0317 | 0.1105 | 0.1128 |
| 2015-16 | Valley Jr. Warriors | EHL | 17 | 0 | 5 | 5 | 0.294 | 0.0431 | 0.0432 | 0.2306 | 0.2244 |
| 2016-17 | Express Hockey Club | EHL | 38 | 2 | 8 | 10 | 0.263 | 0.0385 | 0.0369 | 0.1289 | 0.1234 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Nazareth | D1 | UCHC | SR | 11 | 0 | 1 | 1 | 0.091 |
| 2020-21 | Nazareth | D3 | UCHC | SR | 11 | 0 | 1 | 1 | 0.091 |
| 2019-20 | Nazareth | D1 | UCHC | JR | 23 | 1 | 0 | 1 | 0.043 |
| 2019-20 | Nazareth | D3 | UCHC | JR | 23 | 1 | 0 | 1 | 0.043 |
| 2018-19 | Nazareth | D1 | UCHC | SO | 18 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Nazareth | D3 | UCHC | SO | 18 | 0 | 0 | 0 | 0.000 |
| 2017-18 | Nazareth | D3 | UCHC | FR | 3 | 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.