| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Springfield Jr. Pics | USPHL-Premier-Classic | 50 | 8 | 15 | 23 | 0.460 | 0.1291 | 0.1402 | 0.3782 | 0.4108 |
| 2015-16 | Buffalo Jr. Sabres | OJHL | 54 | 8 | 23 | 31 | 0.574 | 0.1407 | 0.1390 | 0.3953 | 0.3906 |
| 2016-17 | Springfield Jr. Pics | USPHL-Premier-Classic | 30 | 17 | 20 | 37 | 1.233 | 0.3462 | 0.3422 | 1.0140 | 1.0023 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Amherst | D3 | NESCAC | — | 7 | 2 | 3 | 5 | 0.714 |
| 2019-20 | Amherst | D3 | NESCAC | GR | 25 | 3 | 13 | 16 | 0.640 |
| 2018-19 | Amherst | D3 | NESCAC | SR | 26 | 5 | 11 | 16 | 0.615 |
| 2017-18 | Amherst | D3 | NESCAC | JR | 23 | 5 | 8 | 13 | 0.565 |
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.