# The Most Improved Pitchers Thus Far by Projected WAR

Since nearly the first day of the season, each player page at FanGraphs has featured — in addition to the assortment of 2014 projections made available during the preseason — both a rest-of-season and updated end-of-season projection for both the Steamer and ZiPS systems. In what follows, the author has utilized that data to the end of identifying five pitchers whose end-of-season projections have most improved since the beginning of the season.

Depending on what question one is specifically hoping to answer, there are a number of ways to attempt such an endeavor. What follows is the methodology I’ve used, however, with a brief explanation of certain choices.

What I’ve done is to:

1. Find the preseason projections for each pitcher according both to Steamer and ZiPS.

2. Re-calculate each pitcher’s preseaon ZiPS WAR based on FanGraphs’ preseason depth-chart innings projection (see note below for explanation).

3. Find the average of each system’s preseason WAR projection for every pitcher (using the re-calculated ZiPS WAR figure).

4. Find the updated projections for each pitcher according both to Steamer and ZiPS.

5. Calculate each pitcher’s updated ZiPS WAR, as well, based on FanGraphs’ depth-chart innings projection.

6. Find the average of each system’s updated WAR projection for every pitcher (using the re-scaled ZiPS figure).

7. Subtract the composite preseason WAR projection from the composite updated WAR projection.

8. Identify the top-five pitchers by this measure.

9. Write a dumb post about it at FanGraphs.com.

The impetus for re-calculating the ZiPS WAR figures has nothing to do with any sort of shortcoming associated with ZiPS, but rather with how that particular system issues a playing-time projection based largely on playing time from recent seasons — as opposed, that is, to the unqiue circumstances facing each player within the context of his team. Steamer, on the other hand, uses playing-time estimates as taken from FanGraphs’ depth charts — which estimates (ideally) offer a more accurate sense of how a player will be used within the context of his organization.

What follows are the five pitchers whose end-of-season WAR projections have most improved since the beginning of the season. Projection denotes a composite Steamer and ZiPS projection. PRE denotes the player’s preseason projection; UPD, the updated projection. All figures are current as of some time in the middle of the night between Tuesday and Wednesday.

5. Michael Wacha, RHP, St. Louis (Profile)
Projection (PRE): 173 IP, 8.0 K/9, 2.7 BB/9, 0.91 HR/9, 3.56 FIP, 1.9 WAR
Projection (UPD): 177 IP, 8.3 K/9, 2.3 BB/9, 0.85 HR/9, 3.31 FIP, 2.8 WAR

Notes
Despite his success at the end of last season and then throughout the Cardinals’ postseason run, there was some concern regarding Wacha due to the limited nature of his repertoire — which repertoire featured an effective fastball and effective changeup, but little else. Wacha has begun the 2014 season by throwing his curveball more than twice as often; he’s also begun it by producing a 75 xFIP- (i.e. a really good xFIP-) over four starts and 26.0 innings. Whether the latter fact is influenced by the former isn’t immediately clear, however: one notes that the Wacha has used the curve much less often as a strikeout pitch (which is smart, because it’s produced only a 4.4% swinging-strike rate) than he has to generate first-pitch strikes against right-handed batters. Such usage suggests that the curve has been helpful, perhaps, but not useful as another outpitch.

4. Chris Archer, RHP, Tampa Bay (Profile)
Projection (PRE): 163 IP, 7.7 K/9, 3.7 BB/9, 0.94 HR/9, 4.11 FIP, 1.4 WAR
Projection (UPD): 177 IP, 7.7 K/9, 3.3 BB/9, 0.74 HR/9, 3.65 FIP, 2.3 WAR

Notes
Over 150-plus innings between 2012 and -13 — almost all of them in a starting capacity — Archer recorded a strikeout rate of 21.2%. Over 24.2 innings this season — definitely all of them as a starter — Archer has recorded a strikeout rate of 20.8%. Very slightly less, is how that compares to his established level from the previous two seasons. Generally, pitchers aren’t issued more promising projections when their strikeout rates demonstrate little (or no) movement upwards. In Archer’s case, the improvement is tied both to an improving walk rate and also to how he’s conceded zero home runs thus far after allowing 15 over 128.2 innings in 2013.

3. Drew Hutchison, RHP, Toronto (Profile)
Projection (PRE): 115 IP, 7.5 K/9, 3.4 BB/9, 1.17 HR/9, 4.38 FIP, 1.1 WAR
Projection (UPD): 164 IP, 8.7 K/9, 3.4 BB/9, 1.06 HR/9, 3.94 FIP, 2.0 WAR

Notes
Insofar as he recorded only about 110 innings combined between the 2012 and -13 seasons — those coming on either side of a Tommy John procedure and the subsequent rehab — Hutchison would have posed some difficulties for a projection system entering 2014. An excellent spring, however — during which he finished among the league’s leaders in strikeout rate — suggested that he was prepared, if not to dominate for Toronto, then at least to make a contribution as a starter. The early returns have been excellent in that regard: Hutchison has recorded the 10th-best strikeout rate among 111 qualified starters and 88 xFIP- over his first 20.0 innings.

2. Cliff Lee, LHP, Philadelphia (Profile)
Projection (PRE): 192 IP, 8.7 K/9, 1.5 BB/9, 0.94 HR/9, 3.03 FIP, 3.9 WAR
Projection (UPD): 204 IP, 8.9 K/9, 1.3 BB/9, 0.84 HR/9, 2.73 FIP, 4.8 WAR

Notes
The sort of pitcher one might reasonably expect to find on this sort of list is one who’s either (a) relatively inexperienced or (b) returning from injury or (c) both. That’s the sort of pitcher, for example, who occupies the three entries above the present one. In each case, a system has been compelled to produce a projection based on something less than a full complement of major-league data. The sort of pitcher one doesn’t expect to find on a list such as this one is four-time all-star and former Cy Young winner and perpetually excellent Cliff Lee. Firstly, given the size of the sample and the relative homogeneity of the numbers he’s produced in recent years, Lee really ought to be among the league’s most readily projectable pitchers. Secondly, owing to how excellent he’s been, there’s a lot less room for improvement for Lee than basically every other pitcher. What he’s done so far, however, is to produce walk and ground-ball rates thus far which are superior to any such marks from a previous season — while maintaining the ca. 25% strikeout rate that’s become his established level in recent years.

1. Aaron Harang, RHP, Atlanta (Profile)
Projection (PRE): 10 IP, 6.5 K/9, 3.2 BB/9, 1.39 HR/9, 4.75 FIP, 0.0 WAR
Projection (UPD): 144 IP, 7.4 K/9, 3.4 BB/9, 0.90 HR/9, 3.90 FIP, 1.4 WAR

Notes
The rate stats from Harang’s most recent updated projection aren’t actually quite so good as they appears relative to those from his original preseason one. Harang pitches for Atlanta now, obviously, but his original projection seems to have been issued before he was released by Cleveland — and thus accounts for (more difficult) American League competition. Even if the rates are skewed slightly, the WAR projection for Harang (which is park- and league-adjusted in both cases) has become considerably more optimistic. In his first four starts, Harang has recorded strikeout and walk rates (22.7% and 12.4%, respectively) both notably higher than in previous seasons — an indication, that, which would appear to suggest that he’s throwing less often in the zone (although one not supported by his zone rate, which is roughly the same as in previous seasons).

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Carson Cistulli has just published a book of aphorisms called Spirited Ejaculations of a New Enthusiast.

Guest
Alice Cooper
2 years 1 month ago

Expected to see Edinson Volquez here

Guest
DNA+
2 years 1 month ago

My guess was Michael Pineda.

Guest
Matt
2 years 1 month ago

The projections assume Pineda will be without pine tar for the rest of the year.

Guest
Paul
2 years 1 month ago

Yeah, I expected Alex Wood. But then again, it’s only 5 pitchers.

Guest
Steve Holt!!
2 years 1 month ago

Feldman was my pick.

Member
rustydude
2 years 1 month ago

Gol dang Harang!

Guest
PWR
2 years 1 month ago

tanaka?

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anonynous
2 years 1 month ago

Really surprised that Tanaka didn’t make this list.

Guest
Riseanew
2 years 1 month ago

Tanaka is an MLB rookie. Not sure how he could have ‘improved’ over last year since he didn’t play.

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Neil S
2 years 1 month ago

The difference is information. The update projections don’t measure actual improvement in skills – mostly, they measure how different the new information is from the old information.

Guest
Riseanew
2 years 1 month ago

He’s made little improvement compared to the 5 listed here. He’s popular, just not enough to pad his statistics.

Guest
Cool Lester Smooth
2 years 1 month ago

Yeah, ZiPS loved him coming in.

Guest
Lenard
2 years 1 month ago

ZIPS updated actually projects Tanaka to be .1 wins worse than his preseason projection.

Guest
Anon
2 years 1 month ago

Despite his success at the end of last season and then throughout the Cardinalsâ€™ postseason run, there was some concern regarding Wacha due to the limited nature of his repertoire â€” which repertoire featured an effective fastball and effective changeup, but little else.

If ‘little else’ is referencing the curveball he was throwing during the entire postseason, then that statement is true. However, Pitchf/x does indicate he added a cutter this year for a fourth pitch.

Guest
2 years 1 month ago

Can we please get an article on Aaron Harang? This has got to be unprecedented.

Guest
psualum
2 years 1 month ago

No Jenrry Mejia?

Guest
Brendan
2 years 1 month ago

Harang walk rate being up is probably just noise. Of course, through 4 starts everything could just be noise.

But he has 12 walks this year, and 4 of them came when he was over 100 pitches with 2 outs in the 6th and 2 outs in the 7th inning of the no hit bid — I could be reading too much into it but it seems likely he changed his approach at the end of those innings to make giving up a hit less likely at the expense of more walks.

Guest
Dave Cornutt
2 years 1 month ago

I watched that game. By about halfway through the 6th, you could tell he was gassed. You are probably correct that after that point he was mainly trying to avoid throwing anything that would be hittable. Had it not been a no-hitter situation, he probably would not have been sent back out for the 7th.

Harang’s velocity has been trending downwards since the start of the season, which concerns me. Harang himself is aware of it and doesn’t think it’s a problem, but a downward velocity trend is seldom a good thing.

Guest
Ballfan
2 years 1 month ago

No Buehrle?

Guest
akalhar
2 years 1 month ago

Looks like there were quite a few that have a .9 WAR bump, who could have been mentioned 5th.

Martin Perez is another such pitcher.

Member
rek
2 years 1 month ago

Gallardo?

Guest
jg941
2 years 1 month ago

Will be interesting to see how “right” or “wrong” ZIPS’ pre-season projection was on Edinson Volquez, for sure.

0.7 WAR pre-season projection, has 0.5 WAR in first 4 starts, and ZIPS only projects another 0.5 WAR in his remaining +/- 28 starts (hence, his “improvement” ove rprojections, per ZIPS update is only 0.3 WAR, pre-season vs. update (0.7 vs. 1.0).

Guest
RC
2 years 1 month ago

Has pitcher WAR adjusted that much? Seems strange to me that 170 innings of 3.5 FIP is basically “average starter” (2WAR)

Guest
Jonathan
2 years 1 month ago

Guest
Chuck
2 years 1 month ago

Good post, but coulda been GREAT if it was a top-15 list. Or if you at least gave us some Honorable Mentions…

Member
Ruki Motomiya
2 years 1 month ago

I wonder how well Harang can keep this up…his velocity has spiked a little aside from the last game, which could explain an increased K rate, and he did have sub-4.00 ERAs the two years before last year. Obviously he won’t finish with a 0.70 ERA, but still.

Guest
Chris
2 years 1 month ago

I am surprised that Jesse Chavez isn’t in there.

Member
dose17
2 years 1 month ago

Call me crazy but I half-expecting to see Kyle Gibson here, bad start last night notwithstanding.

Guest
I AM A BUTT
2 years 1 month ago

Is everyone stupid? He clearly states the method by which he found these pitchers and then finishes with this:
8. Identify the top-five pitchers by this measure.

Why is everyone asking why so-and-so is not on the list?
IT FREAKING TELLS YOU WHY.

Member
majnun
2 years 1 month ago

Yes

Guest
WAR am I?
2 years 1 month ago

I laughed out loud to see Harang’s initial projection of 10 IP, and then I laughed again to see his updated projection at 144 IP. The projections have no idea what to do with a guy who couldn’t make the roster for one club becoming the ace of another after a middling careers worth of data.

I do agree with the commenters above that his walks came largely at the tail end of strong outings. Looking back at it, it seems he gets gassed after roughly 5 innings, 75 pitches (Baseball-Reference looks at stats by inning and per 25 pitches) when he starts walking more and giving up more hits.

Interesting lines:

Pitches 1-75 = 87PA, 21K, 7BB
Pitches 75+ = 34PA, 12K, 6BB

Through the first 5 innings, hitters are hitting .103 against him (8/78 in 25 IP).
In the 6th and 7th inning, hitters are hitting .259 against him (7/27 in 6.2 IP).

It seems however you slice it, Harang has been lights out through about 5 innings and 75ish pitches, and somehow kept it all from falling apart past that.

I think the Braves will be very happy, though, if he somehow manages to keep giving 5 dominate innings every start as the 5th starter.

Guest
Compton
2 years 1 month ago

Carson– not sure if this is going to be a recurring post, but I’d love to see updates every few weeks or so. Perhaps not just from start of season projections, but from various snapshots throughout the season e.g. since the previous post.