Jose Ramirez, 4 Homer Man
Yesterday, I analyzed Ketel Marte’s power breakout, identifying what has driven his 20 home run total. Today, we’re going to flip to the sad side of 2019 performance. Jose Ramirez has been one of the season’s biggest busts, after he delivered both elite fantasy and real baseball production over the past two years. Now, nearly half way through the season, he’s sitting with just four dingers. He’s managed to swipe 16 bases, despite a sub-.300 OBP, though, so at least us fantasy owners are getting something for our hefty investment. Let’s find out what happened here.
| Season | FB% | FB Pull% | FB Oppo% |
|---|---|---|---|
| 2014 | 28.4% | 15.8% | 28.1% |
| 2015 | 36.2% | 25.5% | 42.9% |
| 2016 | 36.3% | 21.9% | 42.6% |
| 2017 | 39.7% | 32.5% | 32.5% |
| 2018 | 45.9% | 35.5% | 30.7% |
| 2019 | 46.8% | 31.7% | 32.7% |
Rather than suddenly join the Fly Ball Revolution, Ramirez has seemingly increased the tier of his membership in the club each year. Aside from 2014, he has always posted an above average fly ball rate, but for the past two years, he’s become an extreme fly-baller. That’s what you expect to see from a power hitter and a good sign if you’re hoping for 30+ homers from a hitter. So as his FB% currently stands, he would be setting another career high.
Ramirez’s fly ball pull rate spiked in 2017, which coincided with his power surge. That’s no coincidence. That’s exactly how it’s supposed to work — hitter learns to pull his flies, hitter’s power blossoms. While his FB Pull% has dipped this year to a three-year low, it’s hardly meaningful and still well above the 24% league average. His FB Oppo% has remained pretty stable these past three seasons as well, in line with the pull rate spike.
So far, we’ve got nothing. Ramirez continues to hit tons of fly balls and pull those flies frequently as well.
| Season | FB Hard% | FB+LD EV (MPH) | FB+LD Avg Dist (ft) |
|---|---|---|---|
| 2014 | 29.8% | ||
| 2015 | 25.5% | 88.0 | 279 |
| 2016 | 30.6% | 90.3 | 275 |
| 2017 | 34.0% | 91.9 | 288 |
| 2018 | 34.6% | 92.4 | 290 |
| 2019 | 27.7% | 91.9 | 289 |
Our first clue is the collapse in Ramirez’s fly ball hard rate. It’s plunged to the second lowest mark of his career and significantly below the 39.7% league average. Note that he’s never even touched a league average FB Hard%. It means that he’s not hitting near 40 homers because of his massive power, but rather because of his fly ball rate, fly ball pull rate, and low strikeout rate. The sub-28% FB Hard% this year really puts him in weakling company, just below guys like Delino Deshields and Andrelton Simmons.
Interestingly, his exit velocity on fly balls and line drives has barely budged. It spiked from 2015 to 2016, and then again in 2017, but has been relatively stable since, with a small bump in 2018. Similarly, his average distance on those batted ball types hasn’t moved any either. It makes me wonder how a batter could suffer such a decline in FB Hard%, but no such decline in exit velocity or average distance.
As mysterious as the mismatched metrics above are, so far our only clue about Ramirez’s missing home run power is the decline in FB Hard%.
| Season | HR/FB |
|---|---|
| 2014 | 3.5% |
| 2015 | 6.1% |
| 2016 | 6.0% |
| 2017 | 14.1% |
| 2018 | 16.9% |
| 2019 | 4.0% |
You’re tempted to chalk up 2017 and 2018 as the flukes, as his 2019 looks mighty similar to his 2014 through 2016 seasons, right? It’s not often a 24 and then 25-year-old exhibit power surges and then revert right back to their 21 through 23 year old power levels.
| Season | K% |
|---|---|
| 2014 | 13.2% |
| 2015 | 11.0% |
| 2016 | 10.0% |
| 2017 | 10.7% |
| 2018 | 11.5% |
| 2019 | 14.2% |
This is one final trend that definitely helps explain the measly four homers, but not the poor HR/FB rate. One of the skills that has made Ramirez so elite has been his amazing contact ability. You don’t need to be a hulking slugger to hit near 40 homers if you only strike out 10%-11% of the time and hit fly balls more than 40% of the time. But that contact ability has deteriorated this year. Now don’t get me wrong, he still owns elite skills, they’re just merely less elite, or the least elite he’s displayed over his career. Not shown in the table is also a SwStk% sitting at a career high.
The increase in strikeout rate reduces his home run total, but even if his strikeout rate was around his career average, that would likely only add a homer or two, which would still remain well off from where we had expected at this point.
Honestly, I’m stumped. I figured we’d see a clear loss of power in his exit velocity or batted ball distance, a major regression in pulling his fly balls, or something else that sticks out like a sore thumb. Instead, all I found was a decline in fly ball hard percentage, which doesn’t even match up with the Statcast metrics.
Or perhaps, I just found the answer, or a partial explanation. Check this out…
| Season | FB Launch Angle (in degrees) |
|---|---|
| 2015 | 36.0 |
| 2016 | 37.5 |
| 2017 | 37.0 |
| 2018 | 35.8 |
| 2019 | 39.2 |
From 2015 through 2018, Ramirez had kept his fly ball launch angle in a pretty tight range. Suddenly this year, his launch angle has shot up to 39.2 degrees. Maybe, just maybe, he’s been hitting his fly balls at a slightly too elevated angle and so they are falling just short of the wall, rather than going over like the previous more line-drivey fly balls. That could explain why he’s hitting them with the same exit velocity, but less of them are flying over the wall. However, I ask why that wouldn’t also affect his average distance.
Guess what, I have the answer to that too. That’s because fly balls need to be divorced from line drives. Check the average exit velos and distances separately.
| Season | FB EV (MPH) | FB Avg Dist (ft) | LD EV (MPH) | LD Avg Dist (ft) |
|---|---|---|---|---|
| 2015 | 86.2 | 300 | 90.0 | 254 |
| 2016 | 88.6 | 305 | 91.4 | 257 |
| 2017 | 89.7 | 314 | 93.8 | 266 |
| 2018 | 91.7 | 324 | 93.2 | 246 |
| 2019 | 90.3 | 305 | 93.7 | 272 |
Now we find that Ramirez has lost significant fly ball distance, but that was offset by the jump in line drive distance, so combined, there was little change. His line drive EV is also near a career high, covering up the decline in his fly ball EV. So he’s doing awesome with his liners, but not his flies. Since most home runs come on fly balls, that’s the reverse of what you want.
His fly ball EV is certainly down, but not by a significant margin, and certainly not to the degree in which his fly ball distance is down. So this makes me think that I’m on to something with the increased fly ball launch angle. This might be a swing thing that needs to be fixed. It’s probably easier said than done, of course, but it doesn’t actually seem like he’s lost as much power as his results would indicate.
Given the massive upside, and the fact that he continues to steal bases, I think Ramirez is an ideal acquisition target after running this analysis. It’s very possible that he never fixes what I think may be the issue. But if he does, your wallet and ego are going to thank you.
Mike Podhorzer is the founder of ProjectingX IQ, an advanced fantasy baseball analytics platform that transforms projection data and in-season performance signals into actionable intelligence. He is the 2015 Fantasy Sports Writers Association Baseball Writer of the Year and three-time Tout Wars champion. He is the author of the eBook Projecting X 2.0: How to Forecast Baseball Player Performance, which teaches you how to project players yourself. Follow Mike on X@MikePodhorzer and contact him via email.
Traded for him yesterday, thanks for waiting an extra day to post this!
C’mon, you can’t tell us you traded for him without telling us the trade!
12 team 5×5., standard league, keep 9 forever. Joey Gallo. Not a big fan of sluggers coming back from oblique injuries plus I think his average is inflated from where it will settle. Currently leading in HR, R and RBI so power not an issue.
I traded Austin Riley and Brad Peacock for JRam about a week ago…thoughts?
I think he has to be injured. I get his metrics say he may not be a superstar but there’s no reason for him to have only 4 home runs!
The ascent of J-Ram
Textbook swing changing man
Get dingers while you can
Once you started a revolution
Now you’re the cautionary tale
How’s it feel to be the man?
It’s no fun being the man
– HT Ben Folds “The Ascent of Stan”
Rockin the Suburbs such an unreal album. I want to thank you for this comment as it pushed a forgotten album to the forefront of my memory.
What happened to him last August, which has carried over into 2019? There was a drastic change in August 2018. Compare the last two months of 2018 with first four months of 2018. I bet injury but it could be injury in 2018 that forced bad habits/change in 2019.
Just looking at K% is incomplete. In addition to a bump in his K%, he’s had a decline in his BB%. Combined, they are lower than last year meaning he’s putting more balls in play than last year (though fewer than 2017 and earlier).
xwOBA says he’s been really, really, really unlucky. Like, one of the unluckiest hitters in baseball so far. with a .322 xwOBA vs a .267 wOBA. That’s the good news. The bad news is that even his xwOBA is down about 40 points from the last couple years (.365-ish the last 2 years) fueled by both his slight decline in plate discipline combined with elevating a bit too much (20.8* launch angle). The other thing that has changed is he is getting shifted a lot more. It started last year from the left side but teams have bumped that way up to 83.5% from the left side this year and he absolutely has not hit well against the shift at all. Even from the right side he is now getting shifted 23.2% of the time with similarly poor results.
Terry Francona needs to give him the Willie Mays Hayes treatment, and demand that he do push ups when he pops out. Right there, on the field, with everyone watching.
Got offered JoRam for my Elvis Andrus last night. Take it?
I think I would, as JRam is still provided the steals Andrus provides, but has wayyyyy more power upside. Though if you’re in first, I could totally understand choosing to stick with Andrus, rather than take the gamble Ramirez rebounds.
Just traded my V Robles for his J Ramirez in a dynasty. I feel like J Ram is what V Robles hopes to be, and like you said, J Ram is at minimum an elite base stealer. Thanks for posting the article, feeling pretty good now in my 14 teamer with Arenado at 3B, Seager AND Correa on DL at SS, J Ram at 2B and Keston Hiura waiting in the wings.
Last August, Ramirez hurt his wrist, and since that day (literally) his numbers have plummeted. Why is no one else looking at that? Why don’t the Indians know he’s injured?
Also, the wrist injury you’re talking about is when he got hit by a Kyle Gibson cutter on the right wrist on August 17th which is as you said exactly when his production started to drop off a cliff.
https://www.fangraphs.com/graphs.aspx?playerid=13510&position=3B&statArr=50,61&legend=1,2&split=base&time=game&ymin=&ymax=&start=2017&end=2019&rtype=mult>1=50&dStatArray=
Wait are you sure you have your dates right pdreyfus? I can’t find any record of a wrist injury last August. I do see he hurt it in Aug 2017.
Great write-up, Mike! 14 team Yahoo mixed, OPS. Traded Brandon Lowe for J Ram. Grabbed Lowe off the wire so moving him for Ramirez was a gamble I was willing to make. Also think Lowe’s average (one of our categories) comes down. We’ll see.
Wow! I own Lowe in 2 leagues, including one I own Ramirez in. Every time I strongly think about trying to sell high on Lowe, he homers. I worry that any sort of slump will lose him playing time given the Rays depth and mixing and matching.
He has been below 100 wRC+ for the last calendar year, and that includes a month of over 200. The late season collapse last year, followed by this. The stolen bases provide some value, but he cannot hit a breaking ball, and basically all he does is pop up. He has below league average EV, and always has. He hit the sweet spot last year where everything was working, but I just don’t see him being a star. I realize it was hard to replicate what he did, but there was no real reason to believe it wasn’t a mirage anyways. How can he be an elite power hitter when he ranks in the bottom half of the entire MLB in EV? I don’t want to be a heightest, but a lot has to go right for a short guy to hit a lot of HRs, then when you couple that with being slightly overweight and a smoker I think an early decline was obvious.
Was offered JRam for Encarnacion in a H2H, 10-team with AVG / OPS / HR / SB among the cats. No keeper implications. Think I’ll gamble on it. Thoughts?
Yup, I’ll bet on Ramirez outearning EE the rest of the way. I own both in my local league!
Dealt Ozuna for him a week ago in a dynasty. Felt crowded at OF and figured i’d take the plunge.
Really interesting article. Thanks for sorta maybe kinda maybe giving me hope!
Judging by the comments and my own league, the past 2 weeks were when Ramirez was traded a lot by people hoping it’s a buy low opportunity.
There was a period of time in the 90s and early 2000s where a lot of guys suddenly had career years with explosive power spikes, then quickly regressed to their career norms. Perhaps it says something that we’re no longer even considering it anymore.
It’s possible Ramirez was using PEDs and has since stopped, because I cannot, for the life of me, think of a better explanation. We’re nearly a year into this extended “slump” and there is absolutely nothing in his statistical profile that could in any way explain what he’s been going through. The most likely explanation is some alteration in his physical performance. The options are injury — which seems increasingly unlikely, given how long Cleveland has been running him out there at this level of production — or that his initial, explosive change in player profile might have been the result of some assistance. Especially considering his collapse started a few months after an initial rumor report came out last year.
This isn’t an indictment of Jram; if anything, there should be more opportunities for guys like Jram to be good. But all of this analysis seems like a wasted effort. Because if he suddenly starts playing like a 6-7 WAR player again, what’s the explanation then?
It’s also possible he tested positive in the spring, is still in the middle of appeals, isn’t using now, and his head isn’t in the game because he’s waiting for the hammer to drop.
No one likes speculating that a player is breaking the rules, but obviously some of them are at any given time. It might be him.
*5 Homer man
Have you read Nick Gerli’s recent analysis showing pull% isn’t a very valuable metric?
https://www.pitcherlist.com/going-deep-the-myth-behind-pulled-fly-balls/
Yup, and I was mentioned on Twitter about the article. We’re talking two different things here — I’m talking pull% on fly balls as it relates to home run potential, while he’s talking about pull% on all batted balls as it relates to overall production (wOBA). We can both be correct in our analysis.
Jose Ramirez, 5 Homer Man.
Dare I suggest… Off the juice???
Maybe it is some regression coming from an extreme profile combined with bad luck? He never had great EV and probably squeezed all out of his raw pop with his approach.
In 17 and 18 he massively outperformed his xWOBA (by 30 points each), this year it is vice versa (about 50 points under).
Year,xWOBA,wOBA
2017, 363,397
2018, 366,392
2019, 324, 270
So he is doing worse but maybe he always was a 350-360 woba true talent hitter and not a 400 guy.