Archive for Teams

Alex Colomé Gets His Groove Back And Heads To Minnesota

On September 4, 2020 in Kansas City, Alex Colomé had one of those nights where he just didn’t have it. It took him 40 pitches, only 23 for strikes, to get four outs and preserve a White Sox 7-3 victory over the Royals. With one out in the ninth, he missed a location with the second best of his two pitches. James McCann set up in and Colomé missed out with a 94 mph fastball, which Jorge Soler nailed with an exit velocity approaching 110 mph. If Soler had pulled the ball, it would have been in the seats, but he thankfully couldn’t get around on it; the ball went oppo, and a well-positioned Nomar Mazara easily jogged it down. Check out the end of the video as Colomé shakes his head, knowing he made a mistake, and maybe a couple, in terms of both location and pitch type.

Ten days later in Chicago, Colomé wasn’t especially sharp but kept runs off the board to finish up a 3-1 win over the Twins, who became his new team this week as he inked a one-year deal with a unique mutual option. With two outs in the ninth and looking to end the game, Colomé had the rare extreme miss with his signature cutter. Yasmani Grandal wanted one down and out, knowing Buxton couldn’t do much damage there, but Colomé delivered a center-cut meatball that the center fielder hammered. The good news was that the ball was a line drive to the left fielder. The bad news? That left fielder was Eloy Jiménez, who absolutely zooed the ball, resulting in an inside-the-park home run that was later reversed to a ground-rule double.

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Diamondbacks Add Still-Excellent Joakim Soria to Bullpen

I’m not sure many people expected Joakim Soria to stick around this long. Perhaps that’s the case with any reliever, given how volatile they can be, and how they begin their careers with the inherent flaw of not being starters. Maybe it’s the case for all players in general — how many of today’s prospects would you bet on lasting 14 years in the majors? Careers that stretch into a player’s late-30s are rare across the board, and any player still putting on a uniform 20 years after he was signed for the first time has accomplished something impressive. But it feels especially pertinent to point out in the case of Soria, who began his big league career as a Rule 5 draft pick with a low-90s fastball only to be asked to close games as a rookie. Since then, he’s become one of baseball’s pillars of consistency. And on Wednesday, it was announced that he would be joining the eighth team of his career.

The Arizona Diamondbacks, whose offseason additions prior to this week consisted of just two minor league deals given to 30-and-older relievers, signed Soria to a one-year contract worth $3.5 million, with the potential to add $500,000 more if he hits certain innings incentives:

Soria spent 2020 as one of the best relievers in one of the majors’ best bullpens. In 22.1 innings with the Athletics, he held a 2.82 ERA and 2.97 FIP, striking out 24 batters while issuing 10 free passes (three of which were intentional). That was Soria’s third time in the last four years finishing with a sub-3.00 FIP. Among active pitchers, he’s one of the 10 best relievers in that time span.

Top Major League Relievers, 2017-20
Name G IP K/9 BB/9 HR/9 ERA FIP xFIP WAR
Aroldis Chapman 180 170.1 14.21 4.17 0.53 2.64 2.35 2.85 5.7
Roberto Osuna 174 171.1 10.03 1.31 0.63 2.84 2.46 3.21 5.8
Liam Hendriks 184 187.2 12.09 2.49 0.77 2.83 2.47 3.28 6.0
Kirby Yates 193 184.2 13.99 2.58 1.02 2.63 2.62 2.75 5.5
Chad Green 163 218.0 12.06 2.06 0.99 2.77 2.71 3.17 5.5
Ken Giles 175 169.2 11.94 2.60 0.90 3.02 2.73 3.08 4.2
Joakim Soria 217 207.0 10.43 2.87 0.61 3.61 2.78 3.67 5.1
Tommy Kahnle 166 148.1 13.17 3.22 0.97 3.64 2.81 2.85 3.4
Josh Hader 172 223.2 15.29 3.30 1.25 2.54 2.85 2.66 6.2
Brad Hand 224 230.2 12.60 2.73 0.90 2.61 2.87 3.14 5.5
Active pitchers, minimum 100 innings

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A Conversation With Red Sox Top Prospect Jeter Downs

Jeter Downs can swing it. As Eric Longenhgan wrote last month, the top prospect in the Boston Red Sox organization “has been a polished, advanced-for-his-age hitter dating back to high school.” That attribute led to Downs being drafted 32nd overall by the Cincinnati Reds in 2017, and subsequently included in a pair of major trades. In December 2018, he went to the Los Angeles Dodgers as part of a seven-player swap that included Matt Kemp, Yasiel Puig and Alex Wood, and 12 months ago he came to Boston as part of the Mookie Betts deal. A 22-year-old second baseman who finished 2019 in Double-A, Downs projects, per Longenhgan, as an everyday player at the major-league level.

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David Laurila: Let’s start with a self scouting report: How would you describe yourself as a hitter?

Jeter Downs: “I like to think of myself as a contact-first guy. I’m not the biggest guy in the world — I’m 5-foot-11 and usually between 185 and 188 [pounds] — so I don’t try to hit for power. That’s something that comes naturally, from having the right approach. I call home runs ‘a mistake,’ honestly. You don’t try to hit home runs; they just happen. Basically, I just try to get in good counts and swing at good pitches.”

Laurila: How would you describe your swing?

Downs: “If you go by numbers and results, they would show that I’m more of a loft guy. But at the end of the day, I just try to put a nice level swing on the ball and hit it hard. I’m not trying to hit the ball in the air. I’m just trying to hit nice line drives everywhere.”

Laurila: Eric Longenhagen wrote that you punish pitches down in the zone, but that you could be susceptible to getting tied up by velocity in on your hands. Do you agree with that? Read the rest of this entry »


Brewers Sign Kolten Wong to Overhaul Infield Defense

This week, one NL Central team has acquired the best defender at a key infield position. He’ll be playing the 2021 season at age-30, and he was below average offensively in 2020, so it’s not as though there aren’t red flags, but great defense doesn’t grow on trees. That’s right: the Brewers signed Kolten Wong to a two-year, $18 million contract, as Jon Morosi first reported.

While Nolan Arenado might have fallen behind Matt Chapman in the third base defense hierarchy, Wong reigns supreme at second. For three straight years, he’s won the Fielding Bible award at second base. Every advanced defensive metric sees him as the best fielder in the game over the past three years. Bigger fan of the eye test? He can do this:

Okay, fine, single defensive highlights are a bad reflection of talent. But he can do this, too:

I could go on all day if there weren’t an article to write. Wong is one of my very favorite players to watch. This is a transaction analysis, though, so I’ll restrain myself, and merely say that our very good defensive projections for Wong might still be conservative. Read the rest of this entry »


Rays Bring Back Chris Archer on One-Year Pact

Maybe the Rays are getting nervous. Two and half months ago, they watched Charlie Morton sign with Atlanta as a free agent. About a month later, they traded staff ace Blake Snell to San Diego. Those were the two best starters on a team that leaned heavily on its rotation, but Tampa’s only addition so far this winter has been embattled right-hander Michael Wacha at a mere $3 million. Meanwhile, the Blue Jays have landed one major free agent after another, and the Yankees still look very much like a juggernaut. As of Tuesday morning, Tampa Bay ranked 10th in the American League in our Depth Charts projected WAR standings — fourth in the AL East — just a few months after winning the pennant.

But with spring training (theoretically) fast approaching, the Rays finally signed another starting pitcher on Tuesday, adding a familiar face to the rotation.

To be clear, Chris Archer is no replacement for the starters Tampa Bay lost this winter. He’s posted an ERA over 4.00 in each of his last four seasons and missed all of 2020 after undergoing surgery to treat neurogenic thoracic outlet syndrome. Effectiveness in the first season back from that injury — one of the most serious a pitcher can experience — is far from guaranteed. Tampa’s familiarity with Archer, however, made the team willing to bet on the 32-year-old right-hander anyway.

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Nelson Cruz Reunites With the Twins

From the moment the offseason officially started five days after the end of the World Series, the most predictable headline of the winter was “Nelson Cruz Signs One-Year Deal With the Twins.” It took three months, but last night it finally happened, with ESPN’s Jeff Passan reporting the signing and MLB.com’s Mark Feinsand adding that the deal will net Cruz $13 million.

Cruz, who turns 41 in July, is an ageless wonder, even though that number gives teams looking at eight-figure investments significant pause. Two years ago, he was a free agent after an exceptional run with the Mariners during which he put up a 147 wRC+ and averaged 41 home runs a season. He lobbied hard for a two-year deal, but most teams countered with one-year offers. It was understandable: Cruz has been defying the aging curve for years and has no value beyond the bat, so if Father Time suddenly catches up to him, he becomes a candidate for a quick release. Back in 2019, he was pushing 39 and coming off a declining season in terms of your standard triple-slash line, but the underlying metrics looked good, as his strikeout rate was actually declining, and his exit velocities were in line. Still, most models would not be especially kind to Cruz or any player entering his age-39 season. These are not the years when players start to slip a little; they’re the ones when players fall off the cliff.

Here at FanGraphs, Cruz ranked as one of the top 20 free agents on the market that winter, and I was shocked, surprised and frankly quite impressed to see that ZiPS still saw the good in the player, projecting a minor bounce-back 2019 campaign at .266/.348/.500. The Twins took the plunge by meeting Cruz halfway on his multi-year demand, paying him $14 million for the 2019 campaign with a $12 million option for the following year.

They were rewarded amply. Instead of falling of the cliff, Cruz instead rocketed higher, putting up a career-high OPS of 1.031 and making his 2020 option a no-brainer. The cliff avoided him again that season, and the production was similar.

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Reds Do Something, Add Sean Doolittle

After breaking apart their bullpen in an effort to cut costs, the Reds took a step towards rebuilding it on Tuesday, agreeing to terms with 34-year-old lefty Sean Doolittle on a one-year deal with a base salary of $1.5 million plus as-yet-unspecified incentives. For as modest an expenditure as it is, Doolittle is just the second major league free agent the Reds have signed this winter from outside the organization (Kyle Farmer was signed to a new major league deal after previously being non-tendered). The two-time All-Star has ample experience closing, something in short supply on the Reds’ current roster, but in order to return to any kind of high-leverage duty, he’ll need to rebound from what was largely a lost season.

Doolittle, who spent his past 3 1/2 seasons with the Nationals, made just 11 appearances totaling 7.2 innings in 2020. He landed on the Injured List twice, first missing nearly three weeks in August due to inflammation in his right knee, and then being shelved for the remainder of the season after straining an oblique muscle in mid-appearance on September 10. For what it’s worth — perhaps not much given the sample sizes, though it merits a look to compare to his track record — his average fastball velocity and performance had been trending upwards after the first IL stint, as you can see here:

Doolittle didn’t allow a run over his final six appearances, after being scored upon in four out of five previously, so there’s that, a point to which we’ll return. Read the rest of this entry »


Valuing Nolan Arenado’s New Contract

Hey everyone, and welcome to the convergence of two recurring segments. It’s the highly awaited crossover between “Can You Believe the Cardinals Got Nolan Arenado for That?” and “Let’s Value Gimmicky Contracts,” two columns I almost assuredly enjoy writing more than you enjoy reading.

Let’s get the deferred money part out of the way first, because while it’s obviously very important to the Rockies and Cardinals, it has nothing to do with Arenado’s decision-making. He’s getting his cash, and whether the check says Monfort or DeWitt, the cash still spends the same. It won’t affect his decision on whether to rip the whole contract up.

As Jeff Jones reported, Arenado agreed to modify his contract as part of the trade. In 2021, he was due $35 million. Now, he’ll receive $15 million this year, paid directly by the Rockies. He’ll also receive $20 million in deferred compensation, regardless of whether or not he opts out. If he’s still under this contract, that money will be sent to the Cardinals, who will then pay it to Arenado. If he opts out, the Rockies will pay him the $20 million directly.

Finally, if Arenado doesn’t opt out, the Rockies will be on the hook for the $16 million he’s due in 2027. That’s the new year that the Cardinals agreed to as part of the trade, and while it’s unclear exactly why the Rockies chose to pay that part rather than some pro-rated portion of earlier salaries, here we are.

For the Cardinals, this is a great fit. They’d been acting as though cash was a key constraint this year, and getting a year of Arenado at no cost (literally, no monetary cost!) does a good job of making the short-term books work. In the long run, they’re paying him nothing for one year (if he opts out after 2021), $35 million over two years (if he opts out after 2022), or $164 million over seven years.

With that covered, let’s talk about Arenado’s options. The structure is as straightforward as it gets for these kinds of things. After 2021, Arenado will have the option to walk away from the entire deal and become a free agent. If he opts to remain in St. Louis, he’ll get another chance to wash his hands of the deal after 2022. If he still wants to stay, then he’ll be under contract until after the 2027 season.

When Arenado signed his extension two years ago, I covered a probabilistic way of thinking about the value. In the interim, a few things have happened. First, Arenado had a down 2020. Second, Dan “Dr. ZiPS” Szymborski gave me a long-term forecast for Arenado that beats my generic aging expectations. Finally, I’ve added a few bells and whistles to the option model in the interim. For the most part, though, we’re just running it back.

To calculate the value of an opt out, we need a few things. First, a central projection for how good a player will be in the future. ZiPS is all over that. Here’s the next five years of Arenado’s projections:

ZiPS Projection – Nolan Arenado
Year BA OBP SLG AB R H 2B 3B HR RBI BB SO SB OPS+ DR WAR
2021 .262 .331 .471 546 78 143 27 3 27 83 57 91 2 112 10 4.0
2022 .259 .326 .461 514 71 133 26 3 24 75 53 84 2 109 9 3.4
2023 .256 .322 .443 492 66 126 25 2 21 69 49 78 2 103 8 2.9
2024 .254 .318 .431 469 60 119 22 2 19 62 45 71 2 99 7 2.4
2025 .248 .309 .410 444 54 110 20 2 16 55 40 64 2 91 6 1.7

I’ll assume a standard aging curve after that, which gets us a central tendency for how his career will go.

Next, we need to apply variance. I’ve found in previous studies that projections for players who fit Arenado’s mold — mid-career and projections above 2 WAR — vary with a standard deviation of roughly 1.4 WAR from year to year. We’ll start with projections as a baseline, but to figure out the value of an option — the right but not obligation to do something — we’ll have to simulate 10 million or so different futures, then work out what happens on average.

Finally, we need to figure out how to translate Arenado’s projections into a potential new contract. Converting WAR to dollars misses some team-building effects, and as Craig Edwards showed last year, it’s not as simple as applying a linear conversion. Still, it’s my model, and it’s just for Arenado, not for the dang league as a whole. Let’s start with $8 million per win.

While we’re varying projections, we also need to vary the cost of a win. I assumed that the cost of 1 WAR will increase by an average of $250,000 per year, but with a standard deviation of $800,000. In plenty of years, the cost of a win will go down, even if the overall cost increases over time. There might be, say, a global pandemic, or a shortened season with no fans… wild nonsense like that.

Finally, we get down to brass tacks. When the player reaches his opt out, there’s a simple calculation. Take his new median projection, age it down as appropriate, and come up with a WAR projection for the remaining years of the contract. Multiply that number by the cost per win that we simultaneously calculated, and you have the contract that Arenado would sign, in a perfectly efficient market, if he opted out. I added one quick sanity check: if it’s within $10 million dollars of breaking even, Arenado won’t leave. That represents the uncertainty of finding a new contract, as well as the benefits of familiarity.

If there were only one opt out, our calculation would be simple. After one year, we simply apply an aging penalty and a random change in projection. Then, we use that to price out a new contract. With only one year before an opt out, things are simple like that.

In Arenado’s case, the odds are stacked in favor of him declining the opt out. The average situation (no change in projection) sees him with a $101.5 million contract after this year. He’d need to raise his 2022 projection by roughly 1.5 WAR to merit a contract that would be worth opting out for. How often does that happen? Roughly 14% of the time.

Let’s look at it more thoroughly. Here’s how much he projects to make in each scenario, including the $35 million he’s making in 2021 regardless:

One Opt Out, Base Case
Scenario Odds Total Salary ($mm)
Opts Out 14.0% 264
Stays 86.0% 215
Total 100.0% 221.9

In that sense, the opt out already in Arenado’s contract is “worth” $6 million. It could be worth more, though. Replace our forecasts with the ZiPS forecasts that ignore 2020 (they used 2019’s rate stats again), and instead things get a little spicy:

One Opt Out, Bullish Case
Scenario Odds Total Salary ($m)
Opts Out 32.0% 273.4
Stays 68.0% 215
Total 100.0% 233.7

Hey, look! If Arenado were projected to be a bit better — and again, injury has at least something to do with why he’s not — then his option would be worth more. Neat stuff!

That’s not why you’re here, though. Or, maybe it is, but that’s not what Arenado’s contract looks like anymore. In agreeing to head to St. Louis, Arenado gained an extra opt out after the 2022 season.

It’s slightly tricky to model nested opt outs like this, where the second one can only be exercised if the first isn’t. In practice, the decision won’t be overly complex. After 2021, Arenado and his agents will model something that looks a lot like the calculations I did above, valuing his existing contract based on his current projections and including a 2022 opt out. That number will come out to something higher than $180 million, because some amount of the time, he’ll opt out after 2022 and get a raise.

With that number in hand, they’ll approximate what he could get on the open market and compare the two. If he thinks he can get more now, on the open market, than the value of his existing contract inclusive of the opt out, he should leave. Otherwise, he should stay and wait the extra year to see what happens.

Unfortunately, that doesn’t work well in my framework. In each of my 10 million simulations, computer Arenado would need to run 10 million simulations to work out the value of his option using this Monte Carlo method. That comes out to one hundred trillion simulations, and it doesn’t even add much precision for our trouble. Instead, I’m just setting the cutoff higher; Arenado will need $15 million in prospective gains to pull the trigger on opting out after year one.

How does this change things? Less than you’d think. I previously calculated that Arenado would opt out 14% of the time; he now opts out 12.4% of the time in year one. With more time to vary, and thus a higher percent chance of improving enough to opt out, he also has an 8.2% chance of opting out after 2022. All together, that looks like this:

Two Opt Outs, Base Case
Scenario Odds Pre-Option ($mm) New Contract ($mm) Total Compensation
Stays 79.4% 215 0 215
2021 Opt Out 12.4% 35 232 267
2022 Opt Out 8.2% 70 224 294
Total 100.0% 180.8 47.1 227.9

In the scenarios where Arenado opts out after 2022, he is, on average, quite good. This makes sense, because he’s only opting out in the best 8% of scenarios. If he muddles along, he’s staying. If he has a late-career renaissance, it only stands to reason that he’ll be more valuable. All told, the two opt outs add a projected $13 million to the value of the deal — not bad!

Once more, let’s plug in a more optimistic view of Arenado and see what shakes out. This is Dan’s pre-2020 version, where he’s projected for 5 WAR in 2021:

Two Opt Outs, Bullish Case
Scenario Odds Pre-Option ($mm) New Contract ($mm) Total Compensation
Stays 49.5% 215 0 215
2021 Opt Out 29.7% 35 242.1 277.1
2022 Opt Out 20.8% 70 229.3 299.3
Total 100.0% 131.4 119.6 251.0

Again, the better Arenado is now, the higher the chance he opts out, and the more the second opt out is worth to him. In the base case ZiPS projections, a second opt out added roughly $6 million to Arenado’s expected earnings. In this pre-injury case, a second opt out would add more than $17 million.

That’s the gory math of the way this complex contract works. In practice, however, Arenado seems likely to take the Clayton Kershaw route. Kershaw, too, had the choice of opting out of his contract early and becoming a free agent. He used that leverage to get the Dodgers to offer him a new contract, avoiding free agency but monetizing his ability to leave. Even if Arenado improves this year and next, that seems like the most likely eventuality.

What’s an opt out worth? In Arenado’s case, it’s real money in expectation. Add that to the extra contract year that he snagged as part of the deal, and it’s easy to see why the player’s union was okay with him taking deferrals in 2021. Remember, though: even in the scenario where he’s at his best, he still leaves less than half the time. It’s valuable despite being unlikely, and that’s the magic of options.


Cobb Ballad: 1,362 Words on the Angels’ Newest Starter

For years, there’s been one refrain in Anaheim: get Mike Trout some pitching help. The last time an Angels pitcher accrued 4 or more WAR was Garrett Richards in 2014, and there’s been a carousel of arms in the half-decade since. Yesterday, the Angels wholly misunderstood that refrain, sending Jahmai Jones to Baltimore in exchange for professionally cromulent starter Alex Cobb.

Cobb, who is in the last year of a four-year, $57 million contract, reached free agency after years of quiet competence. In the three intervening years, he’s alternated between being competent or hurt. He gets to it in a strange way — few strikeouts, fewer walks, and enough grounders to blot out the sun — but it adds up to something a little worse than average but significantly better than replacement level.

For the Angels, that may or may not be a meaningful upgrade to start the season. Shohei Ohtani will return in 2021, but certainly not for the whole season. When he does, he’ll likely be part of a six-man rotation. The top three starters will be Andrew Heaney, Dylan Bundy, and new acquisition José Quintana. That leaves two spots for other pitchers. Before the acquisition of Cobb, that meant Griffin Canning and Patrick Sandoval. Both are interesting, albeit unproven, options. Read the rest of this entry »


Job Posting: Seattle Mariners Sport Science Coordinator and Analyst

Please note that this posting contains two positions.

Coordinator, Sports Science

Department: Baseball Operations
Reports to: Manager, Athlete Care, with a dotted line reporting to Sr. Director, Analytics
Directly Supervises: Sports Science Analyst

Primary Objective:
Responsible for the oversight, development and management of sports science programs and information, with the objective of designing evidence-based programs to support efforts to maximize player health and performance.

Essential Functions:

  • Evaluate, design, and implement sports science programming for the organization.
  • Collaborate and work closely with High Performance staff on athlete management and data collection protocols.
  • Coordinate the collection, tracking and storage of all sport science information.
  • Collaborate with Baseball Operations Analytics Department to track measurements and create models, as appropriate.
  • Design and distribute actionable reports for use by players, coaches, and staff.
  • Search for and vet all new technologies which might improve current sports science programming.
  • Assist the Player Plan process by creating customized, individual suggestions for each of the Major League and Minor League players.
  • Provide strong people leadership; implement strategies to effectively manage Team Members and improve the efficiency and effectiveness of department’s people resources.
  • Train, evaluate performance, and foster growth and development of full time staff and Team Members, encouraging personal and professional development.
  • Develop and implement department rules, policies, regulations, work methods and procedures as well as monitoring work activities and performance of department personnel.
  • Will perform other duties as assigned.

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