Attempting to Forecast Yoan Moncada Statistically
The general consensus on Yoan Moncada is that he’s among the best prospects out there. The newest Red Sox prospect’s bat speed and power both grade out as plus, and scouts believe he has the physical tools to be an asset on defense as well. Our very own Kiley McDaniel weighed in on Moncada several times this past winter, and said he’d rank him in the 5 – 12 range on his top 200 list.
My wheelhouse is forecasting prospects’ future production using minor league stats. Admittedly, this might not be of much use for a player like Moncada, who has nary a minor league plate appearance to his name. But rather than throwing my hands in the air and deferring entirely to the scouting reports, I decided to use the scarce data available to glean at least some insight into how good Moncada might be as a big leaguer.
With the exception of a few established veterans like Jose Abreu and Yoenis Cespedes, most recent Cuban imports didn’t jump right to the majors. The majority spent time in the minors first — just as Moncada’s expected to do in 2015, and probably 2016. In the last decade, I found 19 hitters from Cuba who logged at least 100 plate appearances in Double-A in their first year stateside. Using this admittedly small sample of players, I looked to see how the inputs to KATOH — BB%, K%, ISO, BABIP, and SBA% — translated from the CNS to Double-A. Unsurprisingly, I found positive correlations across the board. Applying these translations to Moncada’s Cuban stats, we would expect the following performance from Moncada in Double-A next year: