| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Bozeman Ice Dogs | NA3HL | 22 | 0 | 2 | 2 | 0.091 | 0.0110 | 0.0126 | 0.0287 | 0.0330 |
| 2016-17 | Bozeman Ice Dogs | NA3HL | 47 | 1 | 26 | 27 | 0.575 | 0.0692 | 0.0760 | 0.1815 | 0.1993 |
| 2017-18 | Bozeman Ice Dogs | NA3HL | 39 | 2 | 35 | 37 | 0.949 | 0.1143 | 0.1197 | 0.2997 | 0.3139 |
| 2018-19 | Seahawks Hockey | EHL | 43 | 3 | 20 | 23 | 0.535 | 0.1148 | 0.1172 | 0.2619 | 0.2673 |
| 2019-20 | Seahawks Hockey | EHL | 46 | 9 | 24 | 33 | 0.717 | 0.1540 | 0.1540 | 0.3513 | 0.3513 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | UMass Dartmouth | D3 | — | GR | 18 | 0 | 4 | 4 | 0.222 |
| 2023-24 | UMass Dartmouth | D3 | — | SR | 16 | 1 | 1 | 2 | 0.125 |
| 2022-23 | UMass Dartmouth | D3 | — | JR | 26 | 1 | 7 | 8 | 0.308 |
| 2021-22 | UMass Dartmouth | D3 | — | SO | 25 | 2 | 5 | 7 | 0.280 |
| 2020-21 | UMass Dartmouth | D3 | HockeyEast | FR | 3 | 1 | 1 | 2 | 0.667 |
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.