| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Bloomington Jefferson High | USHS-MN | 24 | 5 | 21 | 26 | 1.083 | 0.1371 | 0.1401 | 0.2630 | 0.2687 |
| 2016-17 | — | USHL | 54 | 3 | 9 | 12 | 0.222 | 0.1311 | 0.1335 | 0.6668 | 0.6789 |
| 2017-18 | Cedar Rapids RoughRiders | USHL | 51 | 1 | 17 | 18 | 0.353 | 0.2082 | 0.2016 | 1.0589 | 1.0255 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Quinnipiac | D1 | ECAC | — | 39 | 4 | 11 | 15 | 0.385 |
| 2021-22 | RPI | D1 | ECAC | — | 40 | 2 | 14 | 16 | 0.400 |
| 2020-21 | RPI | D1 | ECAC | — | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | RPI | D1 | ECAC | — | 32 | 0 | 6 | 6 | 0.188 |
| 2018-19 | RPI | D1 | ECAC | — | 35 | 1 | 7 | 8 | 0.229 |
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.