icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Vernon Vipers | BCHL | 46 | 12 | 17 | 29 | 0.630 | 0.2348 | 0.2439 | 0.9186 | 0.9541 |
| 2011-12 | Vernon Vipers | BCHL | 60 | 38 | 37 | 75 | 1.250 | 0.4656 | 0.4580 | 1.8214 | 1.7917 |
| 2017-18 | Straubing Tigers | DEL | 51 | 14 | 17 | 31 | 0.608 | 0.6647 | 0.8094 | — | — |
| 2018-19 | Kölner Haie | DEL | 44 | 5 | 13 | 18 | 0.409 | 0.4474 | 0.5042 | — | — |
| 2020-21 | Kölner Haie | DEL | 38 | 3 | 9 | 12 | 0.316 | 0.3454 | 0.3454 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | RPI | D1 | ECAC | — | 35 | 9 | 17 | 26 | 0.743 |
| 2012-13 | RPI | D1 | ECAC | — | 36 | 12 | 9 | 21 | 0.583 |
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.