Felix Hernandez’s Other Weapon
Wednesday afternoon in Tampa Bay, Felix Hernandez wrapped up a complete-game shutout. It was just his second in the past three seasons, but you shouldn’t let that fool you. He’s one of the best pitchers in baseball — pitching at his peak — and he’s one of those guys where a single underwhelming outing is enough to make people wonder if something might be wrong. People don’t wonder very much these days, though. The two greatest challenges are hitting Felix and not taking Felix for granted.
For the most part, Felix is well understood. Among all of his strengths, the changeup stands out for its movement, for its velocity and for its location. It’s one of the best changeups in the world, and Felix is comfortable throwing it in any count to any hitter. It can be difficult to distinguish from his fastball, which is faster by only a handful of ticks. Everyone, therefore, is familiar with Felix’s main weapon. Fewer people think about another weapon. Felix’s slowest weapon. But he’s going to it with increasing frequency.
When he was a prospect, and then a rookie, Felix dealt what was referred to as the “Royal Curve.” He went to the curve once every five pitches, in part because it was good, in part because he’d been discouraged from throwing his slider and in part because he didn’t yet have an effective changeup. But, over time, the curve started to fade. It didn’t fade completely, but by 2008, it was Felix’s fourth pitch. First, the slider took over. Then, the changeup took over. Even as recently as 2012, Felix threw one curve for every seven non-curves. He was doing just fine.
Skip ahead to the present. Against the Rays, a quarter of Felix’s pitches were curveballs. His season rate is about 20%, following last year’s bump to 16%. These days, Felix has almost eliminated the slider. He’s even throwing fewer changeups. The change is still the thing that makes Felix Felix, but the curveball is back, and here you can see it in action. These .gifs were chosen intentionally! There’s a fun fact coming, and these .gifs are clues.
A swing and a miss:
A swing and a miss:
A take and a strike:
A take and another strike:
Felix threw 24 curves Wednesday. Seventeen were strikes. One was put into play. The pitch was giving the Rays’ hitters fits. They’re hardly alone.
It’s time for a simple thought experiment: We know, generally, whether a pitch ends up in the strike zone. If a pitch is in the zone, a pitcher would like for it to not be swung at — therefore, the pitch goes for a strike, almost all of the time. There’s no negative cost. On the other hand, if a pitch is outside of the zone, the pitcher wants a swing. Without a swing, that pitch is a ball. With a swing, you get some sort of strike, or perhaps weak contact. You know the Z-Swing% and O-Swing% stats we have available. The smaller the gap between Z-Swing% and O-Swing%, the more deceptive a pitcher or pitch probably is. A small gap means hitters are left with effectively terrible discipline.
So let’s look not at Felix overall, but at just Felix’s curveball. Let’s look at Felix since the start of last season, when he increased his curveball usage. What follows uses the FanGraphs plate-discipline stats you can find on a pitcher’s player page.
When Felix has thrown a curveball in the strike zone, how often has it been swung at?
- 33%
That seems low. What about the opposite? When Felix has thrown a curveball outside of the strike zone, how often has it been swung at?
- 40%
Read that again. Since the start of 2014, Felix’s curveball has generated a higher swing rate out of the zone than in it. Which makes it a tremendously effective pitch, because the would-be strikes are strikes, and the would-be balls are strikes. With the curve, Felix is stealing strikes when he wants, and he’s also getting guys to chase when he wants. It’s exactly what you want out of a pitch. Which helps explain why, on a rate basis, Felix’s curve has been every bit as valuable as his changeup. The changeup is still the better pitch, but because people are thinking about that changeup, the curve has been outstanding.
Naturally, different places will give you slightly different numbers. They look a little different on Brooks Baseball, and they look a little different on Baseball Savant. But the point remains no less valid: The swing-rate gap is impressively small, if not reversed. I don’t know how many other pitches are like this, but it can’t be very many.
Felix seems to have increased confidence in the curve. Above, he shook to the pitch a couple times. From Brooks Baseball, you can see a change in pattern. This is a plot of average vertical location, relative to the middle of the zone. This year, Felix has been better than ever at keeping the curveball down at or below the lower edge:
Whether that’s a sign of better command, I don’t know, but the probability is high. The curve has become Felix’s go-to breaking ball. He’ll use it in any circumstance, against righties and lefties, and this is one reason why Felix’s ground-ball rate is trending north. His curve is a tough pitch to drive when he doesn’t hang it, and he decreasingly hangs it.
I wouldn’t say this has unlocked a new level of performance or anything. Felix is excellent now, but he’s been excellent for a while, and his numbers are similar to where they were in 2012. He was and is an ace, and though his ERAs have dropped, that’s hardly conclusive. I’d say this has allowed him to sustain, to stay around the same level despite more opponents getting more looks in more at-bats. Even the best players need to stay ahead of the game as best they can, making little adjustments so that opponents can’t so easily prepare. Last year, Felix threw a lot more changeups, and he sharpened his curve a little. This year, he’s throwing more curves in changeup counts, and he’s keeping the curveball farther down. It’s all for the cause of staying Felix Hernandez. On the surface, he’s a familiar workhorse. Underneath, he’s getting better to stay the same.
Jeff made Lookout Landing a thing, but he does not still write there about the Mariners. He does write here, sometimes about the Mariners, but usually not.





Felix against the Rays in a day game. The only surprise is that he didn’t throw a perfecto.
It helped that some of his curves called for strikes never left the right-handed batter’s box, but he’s so freaking good it’s difficult to complain about the King collecting his taxes. We found a good way to tie the concept that you mention above together. You can manipulate the plate discipline stats to give you a great idea of a) swings within the zone that lead to contact and b) takes outside the zone. I call it Good Approach, Good Result (GAGR) and the formula is pretty simple.
((1-Oswing)*(1-Zone%))+(Zone%*ZContact*Zswing%)
The first element gives you the likelihood of taking a pitch that is outside of the zone, while the second element tells you the likelihood of putting a ball in play on pitches within the zone. It works better for batters, especially when you pair it with ISO since you also get a measure of power to go with approach. FG doesn’t have ISO for pitches readily available so we can leave that out and just look at the 107 qualified starters, and find Felix around 41st with Hutchison, Kazmir, Arrieta a little better and Sabathia, J. Williams, and Gio a little bit worse.
I think this makes some sense because we’re merely looking at contact and not quality of contact. The Rays had some hot smashes off the bat, but they were inevitably right at a defender whom was poised to turn two and get back to the dugout. The curve was great for keeping the Rays off balance, but it was the groundballs that broke their back. He’s really good and it was a joy to watch him weave. I was at his perfect game in Seattle against the Rays and he may have missed more bats that day, but he was just as utterly in command yesterday as he was a couple years ago when he was literally perfect.
What difference does it being a day game make in a dome?
The Rays under Maddon were notorious for blowing off day games to rest their hangovers. Check out some of the lineups that were run out there during day games, particularly for Braden’s perfect game to go with Felix’s. It’s more of a tongue in cheek comment, but by all means let’s keep the internet as serious as we possibly can.
The tidbit about Maddon and day games is great, but since most of us don’t know the Rays like you do the tongue-in-cheek part went over our heads. I don’t think mtsw was being a stick in the mud.
Chris Archer was getting a very wide strike zone in that game as well
No doubt. Another aspect of the day game is that it’s usually a getaway day for non-Chicago teams. Umps got places to be. That meal for two they’re going to eat alone isn’t going to demolish itself. Would love to see research into strike zones on getaway day vs any other day.
The bullpen got the day off, and with the low pitch count, a good chance no one even had to warm up. This seems like it could have a benefit, especially when the bullpen has been overworked, as is often stated at least some time during a season.
Is an overworked bullpen less effective than a rested bullpen? If a reliever gets called up from AAA because the bullpen is overworked, is the bullpen as a whole just a little bit less effective? If some relievers can run out of gas from too many innings over the season, would more innings by starters make this less of a problem?
If any of the above are true, good starting pitchers that go deep into games are probably generating some value that isn’t included in their total value.
I’d tend to agree, seeing as how the Mariners are now rolling with a 6-man pen.
This sounds like a headline from
NotGraphsBanknotes. In fact, maybe it will be…The curveball graph says there are 95% CI error bars, but the graph itself does not have them. The lack of error bars in sabremetric “analysis” pieces (and see what I did there with the quotation marks?) is something that has always driven me insane.
In short, why would you taunt me so?
I see it but don’t “understand” it.
Online sabre research is not as scientific and analytic as people like to think because it lacks things like error bars. It is analysis lite, hence the quotation marks around the word.
Fantastic article, Jeff.
Why are the BIS pitch numbers showing Felix with 10.3% unidentified pitches in 2015?
Hasn’t Felix always thrown the same pitches, albeit with a somewhat different pitch mixes over the years? Four-seamer, two-seamer/sinker, curve, slider, changeup. There’s nothing fluky about his pitch classification numbers before now (except for pitch f/x having some trouble deciding what variety of fastball to call Felix’s two-seamer).
BIS hasn’t updated yet with yesterday’s pitches. Will soon.
Thanks. Never noticed before.
To further Jeff’s response, BIS does live scoring for hit/play classification during the game (or with a slight delay if they need to watch a play a few times for accuracy) and their pitch charting for all games is the day after. The result is you’ll see a delay in identifying pitches from yesterday’s pitchers across the board.
“On the other hand, if a pitch is outside of the zone, the pitcher wants a swing. Without a swing, that pitch is a ball.”
This is perhaps a silly caveat on an excellent piece (as every FanGraphs comment ever ought to begin), but: there are reasons why pitchers throw balls and don’t want swings. They do it to adjust the batter’s expectation for future pitches, hoping to increase their effectiveness. We all know this as fans, but this is a persistent weakness in a lot of recent attempts to quantify pitch effectiveness — you can’t actually just ditch all the context of the rest of the PA and just analyze individual pitches as discrete events. Doing that makes a “show-me” pitch look ineffective — it was a ball, after all! — even if it’s actually required to set up the next pitch, and that one achieved the desired result.
Sure, but even for a “show me” pitch out of the zone, I’m sure the pitcher would still prefer a swing to no swing.
Absolutely. Even throwing a pitch you have no expectation of getting a swing on, if the batter whiffs at it, you’re gonna be thinking “he swung at that? Awesome. Maybe he’ll keep swinging at it.” I can’t ever imagine a pitcher thinking “I really hope he doesn’t swing at this junker I’m throwing a foot outside the zone…that would really ruin my plans.”
But the point is that such a pitch might well have a low whiff rate, looked at in isolation, **and still be working as intended** if it changed the outcome of the following pitch. I’m not saying whiffs are bad, I’m saying the desired result of one pitch sometimes has more to do with what happens later in the plate appearance than with what happens to that pitch.
True, but I see what Roger’s getting at.
This is a bit like The Book’s discussion on when teams should bunt. Besides just looking at the potential shift in WPA (the “pure” sabermetric reason), you may also want to bunt on occasion to keep the defense honest (the “game theory” reason) – in effect, adjusting their expectation of where they should position themselves.
So if you attempt a sacrifice bunt when the WPA impact doesn’t justify it, with the goal of keeping the defense honest, you’d be ok with the sacrifice succeeding. But if the batter actually reaches base, you’d be even happier with the result, just like you’d be happier with the batter chasing a show-me pitch.
Have offenses been complaining lately of dishonest defenses?
In all seriousness, though, what I’m hearing is that the knowledge of the possibility of a bunt causes defense to somehow defend differently. I’m not sure I’ve ever seen that, or what it would look like.
You’ve never seen a team stop shifting because the last time this player was at the plate, he bunted for a hit? Or you’ve never seen the 3B cheat in on the grass when a batter shows bunt?
This is less the case for curveballs than fastballs, though. A “show me” pitch should elevate the batter’s eye, such as with a high fastball, or it should lower it, as with a low fastball. A breaking pitch, it could be argued, actually increases the batter’s perspective, since it is both slower and multi-planar.
Any chance increased curve usage and thus increased hanging curves are related to his 18% hr/fb?
nope, no one has hit a homerun off his curveball yet this season.
Great article. That last sentence was great, it’s the Red Queen!