| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Bozeman Ice Dogs | NA3HL | 27 | 0 | 3 | 3 | 0.111 | 0.0139 | 0.0145 | 0.0351 | 0.0367 |
| 2015-16 | Bozeman Ice Dogs | NA3HL | 45 | 4 | 6 | 10 | 0.222 | 0.0279 | 0.0278 | 0.0701 | 0.0698 |
| 2016-17 | Bozeman Ice Dogs | NA3HL | 46 | 19 | 24 | 43 | 0.935 | 0.1173 | 0.1109 | 0.2951 | 0.2790 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | University of Rhode Island | ACHA_D1 | — | — | 1 | 0 | 0 | 0 | 0.000 |
| 2024-25 | University of Rhode Island | ACHA_D1 | — | — | 1 | 0 | 0 | 0 | 0.000 |
| 2023-24 | University of Rhode Island | ACHA_D1 | — | — | 1 | 0 | 0 | 0 | 0.000 |
| 2022-23 | University of Rhode Island | ACHA_D1 | — | — | 1 | 0 | 0 | 0 | 0.000 |
| 2021-22 | University of Rhode Island | ACHA_D1 | — | — | 1 | 0 | 0 | 0 | 0.000 |
| 2020-21 | University of Rhode Island | ACHA_D1 | — | — | 1 | 0 | 0 | 0 | 0.000 |
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.