| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Lake Tahoe Lakers | USPHL-Premier | 37 | 33 | 31 | 64 | 1.730 | 0.2328 | 0.2269 | 0.5888 | 0.5739 |
| 2022-23 | Mercer Chiefs | NCDC | 50 | 9 | 8 | 17 | 0.340 | 0.0958 | 0.0901 | 0.2753 | 0.2589 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Milwaukee School of Engineering | D3 | NCHA | JR | 11 | 1 | 1 | 2 | 0.182 |
| 2024-25 | Milwaukee School of Engineering | D3 | NCHA | SO | 8 | 2 | 0 | 2 | 0.250 |
| 2023-24 | Milwaukee School of Engineering | D3 | NCHA | FR | 18 | 3 | 0 | 3 | 0.167 |
| 2019-20 | Yale | D1 | ECAC | SR | 31 | 7 | 5 | 12 | 0.387 |
| 2018-19 | Yale | D1 | ECAC | JR | 23 | 4 | 3 | 7 | 0.304 |
| 2017-18 | Yale | D1 | ECAC | SO | 30 | 6 | 5 | 11 | 0.367 |
| 2016-17 | Yale | D1 | ECAC | FR | 17 | 2 | 3 | 5 | 0.294 |
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.