| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Kitchener Rangers | OHL | 6 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2015-16 | — | OHL | 42 | 0 | 4 | 4 | 0.095 | 0.0551 | 0.0576 | 0.2442 | 0.2553 |
| 2016-17 | Oshawa Generals | OHL | 50 | 1 | 6 | 7 | 0.140 | 0.0810 | 0.0805 | 0.3592 | 0.3568 |
| 2017-18 | Oshawa Generals | OHL | 52 | 0 | 4 | 4 | 0.077 | 0.0445 | 0.0420 | 0.1973 | 0.1860 |
| 2018-19 | Windsor Spitfires | OHL | 55 | 1 | 6 | 7 | 0.127 | 0.0736 | 0.0659 | 0.3266 | 0.2925 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Hamilton | D1 | NESCAC | JR | 23 | 1 | 12 | 13 | 0.565 |
| 2019-20 | Hamilton | D3 | NESCAC | JR | 23 | 1 | 12 | 13 | 0.565 |
| 2018-19 | Hamilton | D1 | NESCAC | SO | 20 | 1 | 7 | 8 | 0.400 |
| 2018-19 | Hamilton | D3 | NESCAC | SO | 20 | 1 | 7 | 8 | 0.400 |
| 2017-18 | Hamilton | D3 | NESCAC | FR | 20 | 2 | 8 | 10 | 0.500 |
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.