| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Rio Grande Valley Killer Bees | NAHL | 59 | 4 | 14 | 18 | 0.305 | 0.1121 | 0.1223 | 0.3220 | 0.3513 |
| 2015-16 | Fargo Force | USHL | 57 | 1 | 9 | 10 | 0.175 | 0.1035 | 0.1048 | 0.5268 | 0.5334 |
| 2016-17 | Fargo Force | USHL | 60 | 3 | 7 | 10 | 0.167 | 0.0983 | 0.0945 | 0.5007 | 0.4814 |
| 2017-18 | Fargo Force | USHL | 35 | 8 | 15 | 23 | 0.657 | 0.3876 | 0.3534 | 1.9735 | 1.7995 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Penn State | D1 | BigTen | SR | 22 | 2 | 5 | 7 | 0.318 |
| 2019-20 | Penn State | D1 | BigTen | JR | 25 | 1 | 6 | 7 | 0.280 |
| 2018-19 | Penn State | D1 | BigTen | SO | 21 | 1 | 8 | 9 | 0.429 |
| 2017-18 | Merrimack | D1 | HockeyEast | FR | 5 | 0 | 2 | 2 | 0.400 |
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.