icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Aurora Tigers | OJHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2020-21 | Aurora Tigers | OJHL | 0 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2021-22 | Sioux City Musketeers | USHL | 24 | 0 | 4 | 4 | 0.167 | 0.1025 | 0.1022 | 0.4911 | 0.4899 |
| 2022-23 | — | USHL | 57 | 3 | 11 | 14 | 0.246 | 0.1510 | 0.1428 | 0.7236 | 0.6842 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Ohio State | D1 | BigTen | — | 37 | 4 | 8 | 12 | 0.324 |
| 2024-25 | Ohio State | D1 | BigTen | — | 36 | 3 | 3 | 6 | 0.167 |
| 2023-24 | Ohio State | D1 | BigTen | — | 32 | 1 | 4 | 5 | 0.156 |
| 2019-20 | Assumption | D1 | — | SO | 25 | 4 | 5 | 9 | 0.360 |
| 2018-19 | Assumption | D1 | — | FR | 11 | 0 | 3 | 3 | 0.273 |
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.