Projecting Amed Rosario

The Mets have called up uber-prospect Amed Rosario to take over at shortstop. Rosario his more than earned this opportunity through his performance in the minors. Despite spending just two months at Double-A, the Mets started Rosario at Triple-A this year, and he rose to the challenge by hitting .328/.367/.466.

Rosario’s offensive performance has been impressive, but it’s less impressive after accounting for his environment. He’s played in the hitter-friendly Pacific Coast League, with half of his games coming in the hitter-friendly Las Vegas ballpark. Still, his 16% strikeout rate coupled with his speed (19 steals, tied for third in the PCL) and propensity for hitting doubles and triples (his seven triples are tied for eighth in the PCL) is encouraging.

Rosario’s hitting isn’t what makes him a stud prospect, however. More impressive than his offensive numbers is that he’s produced them while playing shortstop as a 21-year-old. A shortstop does not need to hit all that much to be a useful big leaguer — the average shortstop has hit .257/.309/.402 (85 wRC+) this year — so any sign of offensive life from a shortstop prospect is encouraging. And since he’s only 21, there’s a very good chance that he will grow as a hitter as he matures.

My KATOH system pegs Rosario for 7.2 WAR over his first six seasons by the stats-only method, and 12.1 WAR by KATOH+, which incorporates his No. 4 prospect ranking from Baseball America. Those marks place him 40th and 10th, respectively, among prospects. Those point estimates don’t tell the whole story, however, as KATOH sees some serious star potential in Rosario, giving him a roughly 1-in-4 chance of racking up over 20 WAR over the next six years. For reference, Troy Tulowitzki was the only shortstop who crossed that threshold in the six-year span that ended in 2016.


To put some faces to Rosario’s statistical profile, let’s generate some statistical comps. I calculated a Mahalanobis distance between Rosario’s Triple-A performance and every season since 1991. In the table below, you’ll find the 10 most similar seasons, ranked from most to least similar. The WAR totals refer to each player’s first six seasons in the major leagues. Please note that the Mahalanobis analysis is separate from KATOH. KATOH relies on macro-level trends, rather than comps. The fates of a few statistically similar players shouldn’t be used to draw sweeping conclusions about a prospect’s future. For this reason, I recommend using a player’s KATOH forecast to assess his future potential. The comps give us some interesting names that sometimes feel spot-on, but they’re mostly just there for fun.

Amed Rosario Mahalanobis Comps
Rank Name KATOH+ Proj. WAR Actual WAR
1 Joaquin Arias 6.0 1.0
2 Hanley Ramirez 10.8 31.9
3 Juan Castro 6.7 0.1
4 Jimmy Rollins 8.6 19.1
5 D’Angelo Jimenez 13.2 7.4
6 Omar Infante 8.3 3.4
7 Alex Gonzalez 7.7 4.8
8 Erick Aybar 12.5 14.4
9 Royce Clayton 10.7 13.6
10 Asdrubal Cabrera 8.6 13.3
11 Alcides Escobar 9.3 10.4

Rosario can help the Mets in a lot of ways. He can hit; he runs well; he plays arguably the most premium defensive position; and most exciting of all, he’s a 21-year-old who should continue to improve. The one thing he doesn’t do right now is hit for power, but Eric Longenhagen has speculated that more power might be on the way. Eric gave Rosario a 55 raw power grade when he ranked him as the No. 3 prospect in baseball before the season. Mets fans and prospect enthusiasts have been eagerly awaiting Rosario’s arrival since he broke out at High-A last year. Now, he finally gets his chance.

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Chris works in economic development by day, but spends most of his nights thinking about baseball. He writes for Pinstripe Pundits, FanGraphs and The Hardball Times. He's also on the twitter machine: @_chris_mitchell None of the views expressed in his articles reflect those of his daytime employer.

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southie
8 years ago

One of the more encouraging write ups for a prospect in recent memory. I expect league avg SS bat with plus defense this year for starters. More optimistic next season with bat. Fun times.

sadtromboneMember since 2020
8 years ago

The Mahalanobis Comps are always fun, but I can’t think of more different shortstops (among guys who actually made it) than Hanley Ramirez and Alcides Escobar.

YKnotDisco
8 years ago
Reply to  sadtrombone

Best case scenario: hits like Ramirez and fields like Escobar
Worst case scenario: hits like Escobar and fields like Ramirez

TKDCMember since 2016
8 years ago

The shortstop position is a bit weird right now because there was a gap of several years where there were very few really good shortstops coming into the league, and of course now we have several of the best young players at the position.

Looking ahead to the six-year time frame from 2012 to 2017, the top shortstop, projected to just barely cross 20 WAR, will probably be Andrelton Simmons.

Sliver57Member since 2015
8 years ago

Lovely write-up. A follow-up/corresponding piece on fellow 8/1 callup Ozzie Albies, please. I love that these two elite MI got the nod on the same day.

Daniel
8 years ago

I continue to be the low man on Rosario, I guess. He is soft (statistically speaking) in comparison to the other 21-year-olds who have emerged in the “golden age of SS.” My computer thinks he’s Elvis Andrus at best…a nice player, mostly thanks to the glove, but not a Top 5 prospect in baseball.

BernandezMember since 2020
8 years ago
Reply to  Daniel

I have to disagree. Andrus never produced a season the minors where he was above average with the bat. He was exactly average once, over a small sample of 27 games. Rosario’s bat has been consistently above average in the minors. Last year in AA it was 42% better than average.

Daniel
8 years ago
Reply to  Bernandez

I’ve got Asdrubal Cabrera as the closest parallel for minor-league performance. Asdrubal is a career 96 wRC+ in the bigs.

Steve Bob Polkmas
8 years ago
Reply to  Daniel

Carlos Correa in hitter-friendly PCL: .276/.345/.449
Amed Rosario in hitter-friendly PCL: .328/.367/.466

Daniel
8 years ago

LOL, there’s “hitter-friendly” and then there’s Las Vegas.

jpgMember since 2020
8 years ago
Reply to  Daniel

“LOL, there’s “hitter-friendly” and then there’s Las Vegas.”

Rosario – 114 wRC+ in AAA
Correa – 107 wRC+ in AAA

To be fair there is a 10 month age gap. Correa was a 20 year old going on 21 in September. Rosario started the year as a 21 year old who will be 22 in November. At worst, it’s a wash.

YKnotDisco
8 years ago
Reply to  jpg

Could be wrong, but I believe wRC+ is league adjusted, not park adjusted.

JediHoyer
8 years ago
Reply to  YKnotDisco

Correct, minor league wRC+ is only league adjusted, not park adjusted.

Sylvan M
8 years ago
Reply to  Daniel

Asdrubal Cabrera actually has a career 104 wRC+ in the bigs, not 96. That’s not amazing, but it’s waaay better than Elvis Andrus (89 wRC+). A shortstop with plus fielding and baserunning who hit like Cabrera would be a superstar.

sadtromboneMember since 2020
8 years ago
Reply to  Daniel

Your computer is a harsh grader.

BMac
8 years ago
Reply to  Daniel

Your computer thinks that because you fed it the wrong data.