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Two-Faced Phil

At the time of the Cliff Lee near-trade in early July, the Yankees’ rotation looked like an area less in need of upgrade than, say, the bullpen or the bench. Since the All-Star break and Andy Pettitte’s injury, however, the cracks have become apparent, again reasserting the old adage, “You can never be too rich, too thin, or have too much bacon. Or pitching.” A.J. Burnett, Javier Vazquez and Phil Hughes have combined for just five quality starts out of 15 since the break, with a 5.58 ERA and a cholesterol-laden side of nearly two homers allowed per nine innings.

As aggravating as their ups and downs may be on a game-by-game basis — and brother, sometimes they induce the spontaneous flight of objects towards my television set — the track records of Burnett and Vazquez suggest they’ll snap out of their funks sooner or later. It’s more dismaying to see Hughes running with that crowd of flakes, particularly since he started the season on such a high note. While one can pick a few different dividing lines which show the two Hugheses, it makes the most sense analytically to split his season at the point where the Yankees chose to skip his turn in late June in an effort to manage his overall workload and stay under his innings cap.

Now, this isn’t to argue that the Yankees shouldn’t have skipped his turn, or that young pitchers today are overly coddled or any of that; we’ll exhume that well-beaten horse another day. Instead, let’s dig into the numbers:

              GS  IP/GS  K/9  HR/9  HR/FB  GB/FB  BABIP  ERA    FIP
Thru June 19  13   6.3   8.5   0.8   6.8%   0.76   .276  3.17   3.32
Since then     8   5.9   6.2   1.7  11.6%   0.65   .282  5.24   5.06

On both sides of the line, Hughes has received virtually identical defensive support from his teammates, above-average support at that, given that the league batting average on balls in play is .294. He’s got two main problems: he isn’t striking out hitters at nearly the same clip as early in the year, and his home run rate has more than doubled. The latter is a byproduct of him generating fewer groundballs (which don’t go for homers) and getting a bit more bad luck on his increased number of fly balls (which do, given enough of ‘em).

Digging into the Pitch f/x data at TexasLeaguers.com yields a few subtle clues, albeit with a couple of caveats. First, the data on pitch types is derived from algorithms to identify the nature of each pitch (four-seam fastball, two-seam fastball, cut fastball, curveball, slider, changeup, knuckleball) by its velocity and break based upon feeds from MLB Advanced Media, and it isn’t perfect. Second, we’re dealing with relatively small sample sizes here, where minute changes can be overblown. But having pored over the data, here’s what I take from the two samples, through June 19 and since then.

• Hughes’ velocity is virtually unchanged between the two samples. He isn’t actually getting fewer swings and misses in his more recent stretch, which is what you might expect given his plunging strikeout rate; it’s nine percent in both batches. However, he is getting significantly fewer foul balls, dropping from 25 percent to under 21 percent. Fouls aren’t as sexy as swings and misses, but they help a great deal. Sixty-four percent* of them turn into strikes (the rest happen with two-strike counts), and none of them ever drop for hits.

*As an aside, this was not a piece of data which was readily available, though you’d think it would be in this day and age. Fortunately, my Baseball Prospectus colleague, Colin Wyers, came to the rescue with a figure based upon 2003-2009 data.

• Hughes is relying on his four-seam fastball — the heater, designed to generate swings and misses — at about the same clip (56.4 percent to 55.5 percent). He’s getting strikes via whiffs and fouls slightly less often when he throws them (36 percent to 37 percent) — not a big difference, but not a positive one, either. Eighteen percent of his four-seamers are being put into play, up from 16 percent, and while that doesn’t seem like a big deal, that’s more balls that have a chance to drop for hits every time out.

• His use of the cut fastball — the pitch he learned from Mariano Rivera, generally held as the secret of his breakthrough last year as a reliever — has dropped dramatically, from 23 percent to 17 percent, and he’s generating fewer strikes with it (36 percent to 38 percent). Again, that means a slightly higher rate of balls going into play, where trouble can happen.

• His use of the curveball has risen from 14 to 19 percent to fill that gap. Here’s the problem: Hughes gets very few strikes with the curve. Prior to sitting out a turn, just 16 percent of those curves were going for whiffs or fouls; now that’s dropped to 12 percent. Again, more balls are going into play.

So basically, Hughes has switched from the cutter to the curve as his number two pitch, resulting in more contact and fewer whiffs or fouls. I’ll wager that many of those homers came off hanging curves, and that most of the cutters which hitters make contact with are hit as grounders, but I don’t have the processing power at my immediate disposal to confirm that. What I do know is that based upon the Pitch f/x data at Fangraphs, which is presented differently than at the TexasLeaguers site, but comes with similar caveats, Hughes’ curveball has been a net negative in terms of runs this year, while his cutter has been a net positive.

Missing from all of this is the vaunted changeup which was the talk of spring training and the so-called key to Hughes winning the fifth starter job over Joba Chamberlain and (guffaw) Sergio Mitre. Hughes threw the pitch just 1.5 percent of the time during his good stretch, and while he’s essentially doubled that to 2.8 percent during the bad stretch, that only comes out to about three changeups on a typical night. He’s thrown less than one-third of those pitches for strikes, too. So the question is, what was it about this pitch which so impressed the Yankee brass in the spring, and where has it gone? This is the kind of thing you’d hope a pitching coach would help Hughes sort out, but it must be pretty low on Dave Eiland’s to-do list. That list seems to grow with each day to the point where one wants to ask him  that immortal question from Office Space: “What would you say you do here?”

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15 responses to "Two-Faced Phil"

  1. A.J. says:

    Can you break down Hughes’ numbers per catcher that he’s played with?

  2. tommyl says:

    Jay, great analysis and welcome over here! Out of curiousity have you run the numbers for home vs. away starts? Just from watching, I’m betting most of his homeruns allowed have come at home recently, and I wonder if it’s lefties taking advantage of the short porch and the increased number of hanging curveballs. Any thoughts?

    • Jay Jaffe says:

      Thanks for the welcome! Amazingly, 15 of Hughes’ 16 homers allowed have come at Yankee Stadium, and 12 of those 15 came via lefty hitters.

      I don’t know that it’s actually hanging curveballs though, contrary to my assumption above; Harry Pavlidis, who does a lot of Pitch f/x stuff at http://www.cubsfx.com, tells me that only one of the 11 homers he’d allowed through his first 16 starts came on a curve (he hadn’t processed the post-ASB starts yet). I’ll revisit the issue when I have more conclusive data.

      As for the catchers, he’s got a 3.79 ERA with Posada in 13 starts, 4.36 with Cervelli in 7 starts – not a huge difference, and in no way conclusive given the small samples in play (though the same can be said about what I’ve presented above). It’s worth noting that several studies have called the validity of single-season catcher ERA into question, most notably a study done several years ago by Baseball Prospectus colleague Keith Woolner.

  3. [...] only lasted 5 1/3 innings himself and gave up two home runs in that time. For more on Hughes, see Jay’s post from earlier [...]

    • Evan3457 says:

      I don’t have the exact data either, but I’ve watched almost every game. As I recall it (and my memory could be faulty), Hughes started off relying on the cutter, then the hitters adjusted, and started hitting HR off hanging and mislocated cutters, and then he started throwing fewer of them. But his command of his curve is inconsistent, so they’re getting taken for balls, and he’s running deeper counts. Now, Hughes loses steam on his FB the deeper he goes in his pitchcounts, and when he does, those FB start to get hit harder. All of this combined has led to 5 and 6 innings starts, rather than 6-7 innings he was going earlier in the year, usually topping 100 pitches somewhere in the 6th inning.

      Phil still has to gain full command of all his pitches, and use the change more, and then he has to work harder to get into top conditioning so he can hold more of his speed into the middle and later innings.

      Just my opinion.

      • Jay Jaffe says:

        I think that’s a fair interpretation of the arc of his season. As I said, I’d like to get a bit more granular with the Pitch f/x data given some time to see where the HR are coming from.

  4. [...] promised, my Pinstriped Bible debut is up. In it, I break down some Pitch f/x data on Phil Hughes in an attempt to see what he’s [...]

  5. [...] and I discuss the state of the team following the trading deadline. My worry, which I hinted at in my initial PB post, is the starting pitching; Cliff’s a bit more focused on the bullpen. We kick around the [...]

  6. [...] what you think you already know. So it is with a couple of my assertions about Phil Hughes from my previous post. Thanks to a nifty site called Joe Lefkowitz’s Pitch f/x Tool, to which I was helpfully [...]

  7. [...] Jaffe takes a look at Phil Hughes’ recent struggles by breaking down the changes in his pitch usage as the season has progressed.  [...]

  8. [...] pretty much has Hughes covered, so I’ll just add here that Hughes has posted a 3.77 ERA over his last last five [...]

  9. [...] Yankees’ rotation is in disarray thanks to the combination of Phil Hughes‘ mid-season slump, the sub-par performances of A.J. Burnett and Javier Vazquez, and the continued absence of Andy [...]

  10. [...] team per game). Twenty of his 25 homers allowed came at home, with similar splits to those of his bifurcated season: 12.7 percent of flies, and 1.7 per nine. On the road, where he threw just 40 percent of his [...]

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