Author Archive: Dan Szymborski

If the other projectionators are anything like me, the projections going awry, afoul, or askew is always something in the back of their minds. Ideally, one should make projections, let the rubber hit the road, and then worry about what actually happened in the fall post-mortems. As much as I’d like to do that, when ZiPS makes an aggressive projection in one direction or the other, especially one that departs from the consensus of the other projection systems, I can’t help but look over my shoulder.

Two of the projections keeping me up at night the most from the preseason are those of Shane Bieber and Giovanny Gallegos.

Coming into 2019, ZiPS projected Bieber to go 13-8, with a 3.71 ERA, a 3.49 FIP, and 3.8 WAR. Those numbers were a bit sweat-inducing given that 3.8 WAR was enough to rank Bieber 13th in the majors entering the season. Bieber had a 3.23 FIP in his rookie season, but posted a 4.55 ERA and appeared to lack an out pitch against left-handed batters. Players with fewer projected wins included reigning AL Cy Young winner Blake Snell, Stephen Strasburg, German Marquez, and Patrick Corbin. Thankfully, this was one projection where ZiPS had company, with the rest of the projection systems housed at FanGraphs (Steamer, THE BAT, ATC) joining in. Whether your preferred quote about friendship is “I would rather walk with a friend in the dark, than alone in the light,” or the considerably darker “Misery loves company,” we all went down the Bieber road together.

But ZiPS went out on the Giovanny Gallegos branch nearly alone. Gallegos was in the top 10 of pitchers ZiPS was the most optimistic about. Indeed, with a 0.57 ERA difference between ZiPS and the consensus, ZiPS was only more optimistic about three other pitchers: Brad Brach, Mychal Givens, and Juan Nicasio. ZiPS is losing those battles so far, but Gallegos has been terrific for the Cardinals, striking out 13 batters a game; he was recently moved into higher-leverage spots. Read the rest of this entry »

12:03

Dan Szymborski: CHAT IS HERE

12:03

Dan Szymborski: Oops, scroll

12:04

Dan Szymborski: They probably should. While I wasn’t the least bit crazy about the Archer trade, my belief was for it to work out, it had to mean that they were going to double-down and finally adopt a win-now priority in the offseason.

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2018 was the end of an era for the Washington Nationals. After failing to get Bryce Harper to agree to a long-term contract with the organization, his final year in D.C. appeared destined to have something of a valedictory nature, a long farewell to the player who was drafted to be the face of the franchise. The script seemed to be in place for one last hurrah. After all, this was a team that during the Pax Brycetania won the NL East four times in six seasons, with their 555 wins second only to the Dodgers. 2018 would be the year they finally got over the playoff hump and won the World Series, after which the credits would roll, and captions would indicate what had happened to each of our favorite characters.

Oops.

Projected to go 89-73 by ZiPS, the Nats underperformed by seven games, finishing 82-80. Thanks to the Braves misbehaving and butting into contention before their number was called, Washington fell out of the postseason race for good by the All-Star break. There was a silver lining in the emergence of Juan Soto, who somehow needed just a month more seasoning to turn from a South-Atlantic League star into a major league one, effectively becoming better at being Bryce Harper than Bryce Harper. The way forward in 2019 was clear: a full season of Soto and Victor Robles, together with Patrick Corbin, would make up for the loss of Harper, and constitute enough of a gain that it wouldn’t be a major problem that Brian Dozier was a poor replacement for vintage Daniel Murphy. ZiPS even projected the Nats to be better in 2019 than it did in 2018.

Oops.

An 8-18 run from mid-April to mid-May left Washington rubbing elbows with the Marlins in the wastelands at the bottom of the NL East. The team’s gone 20-9 since, but that’s only been enough to get them to the precipice of a .500 season, rather the edge of greatness. At 39-40, they still stand eight games behind the Braves, a team with a lot more prospect currency to trade for short-term improvement at the deadline. Read the rest of this entry »

The St. Louis Cardinals announced Monday afternoon that their closer, Jordan Hicks, has torn the ulnar collateral ligament in his right elbow. The news didn’t immediately come with a prognosis, a course of treatment, or a timetable for his return, some of which we’ll likely find out in the coming days. With a healthy elbow being a highly useful part of the body for a pitcher to have, there certainly isn’t much in the way of optimism that can emerge from this development.

While the news about Hicks has not been highly specific as of yet, I have not seen the word “partial” used to describe the tear. Assuming, for the sake of pessimism, that Hicks’s injury will require Tommy John surgery, the typical recovery time quoted these days is 12-15 months for a pitcher. That quite obviously would put 2019 out of the question and, given that we’re almost into July, would also seriously threaten all of 2020.

A lot of the initial buzz surrounding Hicks’ injury focused on his status as the hardest-throwing pitcher in baseball today, with fingers pointed at his velocity as a key factor in his injury. According to Statcast, of the 100 hardest-thrown pitches in 2019, 94 were thrown by Hicks. The only pitchers to intrude on this list are Tayron Guerrero (Nos. 24, 31, 54, and 70), Aroldis Chapman (No. 87), and Thyago Vieira (No. 61). 45% of all 100 mph pitches this year were thrown by Hicks. The fastball cred is real. Read the rest of this entry »

Welcome to the more interesting league. Back in 2015, ZiPS saw two very different leagues — an American League in which most of the teams were competitive, and a bifurcated National League that featured a stronger line between the haves and the have-nots than 1780s France. By mid-September of that year, just one team in the the American League (the Oakland A’s) was positioned to finish with a sub-.500 record; only two were on track to reach the 90-win mark. As for the Senior Circuit, ZiPS thought that six of baseball’s best eight teams resided there, as well as five of the six worst.

In four years, these positions have done a Freaky Friday switcheroo. The AL is now home to six of the eight teams with the best projected rosters and six of the eight with the worst, with only three AL West teams (the A’s, Rangers, and Mariners, in that order) representing the middle class. The average NL trailer is 9 1/2 games back in the division and 3 1/2 back of a wild card berth compared to the AL’s 14 games and 8 1/2 games respectively.

So how do the ZiPS in-season projections work? For the Big, Official projections, I use the full ZiPS model rather than the comparatively simple in-season version in an effort to get the best estimates possible. Each player receives a percentile projection, with ZiPS randomly selecting from each player’s distribution to get a range of the expected roster strength for each individual team. Then each team is projected against every other team in their schedule a million times for the rest of the year. All this has the benefit of getting more accurate tails, as opposed to the binomial distribution you get when you’re working with an assumed roster strength; one of the most important things about ZiPS is that on all layers, it’s designed to be skeptical about its own accuracy.

According to projections, the eventual NL Central winner will be under 95.3 wins 90% of time, assuming a strange world in which we can play out the final three months of the season a million times. That barely gets you the home field-advantaged wild card spot in the American League half the time. If the National League doesn’t have an exciting trade deadline, maybe we should start to think that something’s up, given that mid-to-upper 80s in wins makes you a serious wild card contender. Only two teams in the league ought to actually be sure about throwing in the towel right now: the Marlins and the Giants.

Back in April, this race projected to be the second most exciting in baseball after the NL Central, with four teams projected between 87 and 93 wins and the fifth projected to, well, complete the 2019 season without folding (I’ll leave the identities of these teams for you to figure out). Instead, with a 16-5 record in June, the Atlanta Braves have put some real daylight between themselves and their rivals. Dallas Keuchel is not a superstar, but he also represents the biggest addition to an NL East team so far, one which addressed a significant team worry. With the deepest farm system in the division and a likely willingness to add salary for the right player, the “intangible” projections may be even better than what my computer spits out.

The Nationals have shown a pulse in June, enough to get them within a couple games of second place in the division. ZiPS still sees Washington as the team with the strongest overall 2019 roster in the East, with an 11-point edge in winning percentage over the Braves in a theoretical world in which the teams played identical schedules. But that margin is smaller than it was at the start of the season and it’s simply preferable to be the team with the 8 1/2 game advantage than the one that’s slightly better on paper. Start the grandmaster out without a couple of pawns, and a highly-skilled amateur chess player will probably win. If anything, it makes the decision to make trades in July a little trickier; it’s easier psychologically to shop Anthony Rendon or Max Scherzer if you’re not competitive. And with a weak farm system, the Nats don’t have a lot of ammo. Perhaps they’d be well-served to stop giving away interesting relievers.

As of this morning, the Mets were closer to the Marlins than the Braves in the division. The team made significant improvements in the offseason, but those moves also had the feeling of being half-measures, with team ownership still not wanting to spend money at the level you would expect from a team in a massive market (even if they do play second fiddle). The rotation’s 4.64 ERA left pitching coach Dave Eiland as the team’s designated scapegoat for its failings, but the real culprit here is the team defense. At -55 runs (if you believe the numbers from Baseball Info Solutions), a league-average defense would have the Mets at a 3.92 ERA, fourth in the National League. Even UZR’s less depressing estimates would place the Mets with a 4.27 ERA, better than the NL’s current 4.37 average. I’m sure threatening two or three more journalists will fix that right up.

I’m not going to fault the Phillies for Bryce Harper’s rather pedestrian offense. But I will fault them for their apparent disinterest in either Dallas Keuchel or Craig Kimbrel. While only one team could sign each player, none of the usual sources buzzing around the Phillies suggested that they ever had more serious interest than their public demeanor reflected. Losing Andrew McCutchen — even a post-star McCutchen — was a blow the team is ill-positioned to handle and one it can’t wait to address.

Caleb Smith is likely a real find, certainly more of one than I envisioned when the Marlins picked him up from the Yankees in 2017. Garrett Cooper is likely the only interesting player on the team’s offense (he’s 28, but a long way from free agency), which makes one ask the very real question of how Miami managed to get more for Mike King than for Chris Paddack, Josh Naylor, and Luis Castillo combined. Perhaps the Marlins tanking is somehow less depressing than the Marlins trying to contend?

The Central feels a lot like the division that nobody wants to win. Four of the five teams have held first place for multiple consecutive days, and not just at the start of the season when you have a bunch of 2-0 and 1-1 records floating around the league. While nobody has achieved any permanent daylight, I still think the Cubs have the best chance of doing so. Kimbrel may not be at his peak, but his signing and the theoretical return of Brandon Morrow would address what has been the team’s largest hole.

While the Brewers aren’t a depressing franchise, their use of Keston Hiura and Travis Shaw is a real head-scratcher. At the start of the season, I felt the team’s best use of Hiura would be to start him in the minors and have him bash his way into the majors, allowing them not to worry about having to make a difficult decision. The first part of that plan seemed to work out, but even with Shaw struggling and Hiura slugging .531, the Brewers haven’t been able to make the hard choice to turn Shaw into a reserve and make the team better right now. Yes, Hiura’s strikeout-to-walk ratio in the majors didn’t exactly scream Joey Votto, but he’s actually hitting the ball once in a while. ZiPS estimates that starting Shaw instead of Hiura over the rest of the season costs the Brewers about a tenth of a playoff appearance. That’s not negligible.

Who would’ve thought the bullpen would be the best part of the Cardinals? Yes, Paul Goldschmidt should be hitting better and Matt Carpenter should be hitting better and most of the rotation should be pitching better, but there’s no such thing as a Should NL Central winner. The Cards are a hard team to upgrade, simply because there aren’t many obvious places to give out pink slips. ZiPS is down to believing the Cards are a .510 team.

The Reds are a better team than their record, but the math remains daunting. How damaging was the team’s 1-8 start? They’ve gone 35-32 since, have a 43-33 Pythagorean record overall, and their 7.0% projected playoff chance is still behind their preseason projection of 11.5%. But at least they’re actually putting their best possible lineup on the field, with Jesse Winker, Nick Senzel, and Yasiel Puig as a fairly stable outfield. It would have been nice if they had just committed to this group from the start rather than trying to get Matt Kemp at-bats and seeing more in Scott Schebler than a fourth outfielder. Derek Dietrich’s offense has been encouraging, but it’s perhaps his defense that’s been the bigger surprise. He could always hit, but his defensive numbers at second are much more adequate than they were in his Marlins days. Small sample size, of course.

As for Pittsburgh, I don’t think they have the arms to peek back over the .500 mark for any extended period of time this year. With a healthy Jameson Taillon, and Chris Archer looking more like the Cy Young threat he once was, the division’s middle-heavy enough that the Pirates could be a contender. I don’t think they are, though.

It’s only really a 100.0% chance to win the NL West because of rounding, but it’s hard to envision a scenario in which the Dodgers blow a 13-game lead. Maybe, if there was another top team in the division that was simply underperforming, you could squint your way to seeing some type of apocalyptic scenario in which a second place team goes 55-25 in the second-half while Cody Bellinger and Hyun-Jin Ryu are captured by brigands in a forest. You can’t even “But ’69 Mets!” here — that team maxed out at a ten-game deficit. Okay, the Bucky Dent Yankees, but who in the division has a Goose Gossage or a Reggie Jackson?

Suffice it to say, Goose Gossage might actually upgrade the Colorado Rockies bullpen. I don’t mean 1978 Gossage — I mean Gossage now. In truth, Colorado’s bullpen hasn’t really been that mad, but they tend to fail in the most spectacular ways possible, as seen in their three straight walk-off losses against the Dodgers. In typical Colorado fashion, the team ranks 22nd in position player WAR and 22nd in wRC+ and I’m not sure anyone in the front office realizes this.

The Padres are obviously not as good a team as the Dodgers, but they’re the most fascinating team to watch, simply because of the young talent that will inevitably reach the majors in the next few years. I remain at a loss as to why they’ve been so conservative with Luis Urias, who is likely to be part of the best possible lineup right now (and I say this as someone who is a fan of Ian Kinsler as a player). It’s hard to blame any fiduciary shenanigans given that the team pointedly decided to not play those sorts of games with Paddack or Fernando Tatis Jr. The team is obviously pleased to be wild card-relevant, though I don’t think they’ll do anything to jeopardize the real show, which should start as soon as next year.

The Diamondbacks continues to accidentally contend, but I still think they’re more likely to trade off the reasons for that contention rather than make any additions. I still don’t believe Zack Greinke finishes his contract in Arizona, and I wouldn’t be surprised to see Robbie Ray go. I think either Greinke or Ray are potentially more impactful pickups than Madison Bumgarner would be and there’s an actual Bumgarner market. It’s hard to see the Diamondbacks as a good enough team to be able to turn down solid offers should they materialize.

Every year, there’s a team that’s rebuilding that doesn’t quite realize it. Right now, that’s the San Francisco Giants. Other teams have come back from deeper pits than 33-43, but most of those other teams were more talented. The Giants have already played 13 different players in the outfield and just claimed Joey Rickard on waivers. By comparison, the Yankees have had most of their desired starting lineup on the IL but have only used nine.

12:04

Dan Szymborski: Uh oh

12:12

Dan Szymborski: Just letting the queue fill up a bit more. The post wasn’t going live so I had to re-do it.

12:12

Dan Szymborski: We’re going to start off at about 12:30 PM

12:12

Dan Szymborski: Maybe earlier if you guys build up a mighty buffer.

12:23

Dan Szymborski: OK, let’s get this strangely scheduled party started.

Read the rest of this entry »

When looking at the differences between midseason and original projections, it’s always fun to see where reality shredded expectations the most. The American League in 2019, on the other hand, is fairly boring. We have one big surprise, bordering on the edge of truly affecting the playoff hunt, and a relatively mild switcheroo in the AL Central leader. Sure, the White Sox are a bit better than projected and the Angels a bit worse, but it’s generally a league in which most teams are at least in the same time zone as their preseason win prognostications.

So how do the ZiPS in-season projections work? For the Big Official ones, I use the full-on ZiPS model rather than the comparatively simple in-season one, to try to get the best estimates possible. Each player gets a percentile projection, with ZiPS randomly selecting from each player’s distribution to get a range of the expected roster strength for each individual team. Then each team is projected against every other team in their schedule a million times for the rest of the year. All this has the benefit of getting more accurate tails as opposed to the binomial distribution when you’re working with an assumed roster strength; one of the most important things in ZiPS is that on all layers, it’s designed to be skeptical about its own accuracy.

So let’s dive right into the American League. Read the rest of this entry »

One element missing from the Oakland A’s in recent years has been an ability to develop long-term, high-quality starting pitchers. The cupboard hasn’t been completely bare, with Sonny Gray notably appearing on the cusp of establishing himself as one of the best starting pitchers in the league before a series of injuries waylaid him starting in 2016. Whether ultimate responsibility comes down to failure in developing pitchers or not choosing the right ones in the draft, the A’s have a poor record at finding starters. Gray remains the most-recent drafted pitcher to amass even five WAR in his MLB career.

The legacy of the trio of Mark Mulder, Tim Hudson, and Barry Zito leaves a long shadow on the franchise. In the past 20 years, the A’s have a total of 39 top-50 starting pitcher seasons. That’s above-average (you’d expect an average team to have roughly 33 of these seasons), but it’s also skewed very heavily in favor of the pitchers the team had back when we were worried that the Y2K bug would destroy humanity something something.

Wait, Gil Heredia had a top-50 season? Read the rest of this entry »

12:02

Dan Szymborski: “Dan Szymborski is chatting now.”

12:02

Dan Szymborski: OH GOD HE ISN’T PANIC

12:02

Dan Szymborski: Now I am.

12:03

Dan Szymborski: It kinda sucks, but their poor fortune is baked into the cake.

12:03

Dan Szymborski: Yeah, they’re 8 games under their Pythag. But the thing is, you don’t get those games back. You expect them to match their Pythags going forward, not get an extra helping from the good luck carnitas.

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12:01

Dan Szymborski: The prophecy of the chat has been fulfilled.

12:01

Dan Szymborski: I actually had a dream about Brandon Lowe the other night that had no extra base hits and I decided to model ISO by BMI out of curiosity

12:02

Dan Szymborski: But for some reason, Lowe was 6-6 and huge in my dream, which he is not.

12:02

Dan Szymborski: The power is likely real, but I expect the BA to come down somewhat

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