| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Collingwood Blues | OJHL | 35 | 0 | 4 | 4 | 0.114 | 0.0319 | 0.0333 | 0.0789 | 0.0824 |
| 2015-16 | Collingwood Blues | OJHL | 47 | 2 | 19 | 21 | 0.447 | 0.1248 | 0.1234 | 0.3083 | 0.3049 |
| 2016-17 | Collingwood Blues | OJHL | 54 | 10 | 36 | 46 | 0.852 | 0.2380 | 0.2247 | 0.5879 | 0.5551 |
| 2017-18 | Collingwood Blues | OJHL | 51 | 6 | 28 | 34 | 0.667 | 0.1863 | 0.1669 | 0.4601 | 0.4123 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Skidmore | D3 | SUNYAC | SR | 22 | 6 | 12 | 18 | 0.818 |
| 2020-21 | Skidmore | D3 | SUNYAC | JR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Skidmore | D3 | SUNYAC | SO | 26 | 6 | 11 | 17 | 0.654 |
| 2018-19 | Skidmore | D3 | SUNYAC | FR | 26 | 3 | 10 | 13 | 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.