icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | — | USHL | 52 | 3 | 3 | 6 | 0.115 | 0.0681 | 0.0675 | 0.3400 | 0.3372 |
| 2016-17 | Cowichan Valley Capitals | BCHL | 48 | 8 | 19 | 27 | 0.562 | 0.2167 | 0.2082 | 0.8196 | 0.7874 |
| 2017-18 | Lone Star Brahmas | NAHL | 51 | 8 | 10 | 18 | 0.353 | 0.1254 | 0.1156 | 0.3705 | 0.3417 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Adrian | D1 | — | SO | 1 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Adrian | D3 | NCHA | SO | 1 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Adrian | D1 | — | FR | 18 | 3 | 4 | 7 | 0.389 |
| 2018-19 | Adrian | D3 | NCHA | FR | 18 | 3 | 4 | 7 | 0.389 |
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.