Archive for Cubs

What’s Going On With the Cubs?

You know how this works: Early into any season, many of us get obsessed with checking on fastball velocities. Big positive changes might portend great success — or surgery. And big negative changes might indicate future struggles — or surgery. It’s all guesswork in the first half of April, but it’s something, something potentially meaningful. Fastball speeds generally don’t lie to you. It’s this line of thinking that brought Jake Arrieta to my attention a short while ago; out of the gate in 2017, Arrieta wasn’t throwing the same stuff. He’s a high-profile pitcher, who’s put up high-profile numbers, and so any change is an important one.

I’ve kept my eye on Arrieta. I tend to dismiss pitchers who are dismissive of velocity changes, because they all say the same thing. At the end of the day, velocity loss is correlated to performance decline. There are exceptions, but there are exceptions to almost everything. Yet, there’s a complicating factor here. Arrieta’s velocity is down, and on its own, that’s troubling to me. But within context, perhaps we’re just observing something intentional. You know who else has lost velocity? Jon Lester. Also Kyle Hendricks. Also John Lackey. And also Brett Anderson. All the other guys in Arrieta’s starting rotation.

Read the rest of this entry »


The Cubs’ Bullpen Will Be Fine, Probably

Last night, the Chicago Cubs lost their seventh game of the season, falling to 6-7 in the process. In 2016, the Cubs didn’t lose their seventh game of the year until May 11, so this start represents a departure from last season’s 103-win, World Series champion.

That doesn’t mean there’s cause for concern, though. The team isn’t hitting all that well, but Javier Baez, Kris Bryant, Willson Contreras, and Addison Russell are all likely to improve upon their early-season lines. The offense, as a whole, ought to come around. The rotation is pitching well — Kyle Hendricks has had a rough start, but Brett Anderson has been a pleasant surprise — so nothing really to worry about there. The bullpen, though, might be worth a closer look.

The Cubs’ bullpen has put up a 4.10 ERA, which isn’t very good, and a 4.46 FIP, which is even worse. Through 41.2 innings, the team’s relievers have been slightly worse than replacement level as a group. They’ve blown four saves already, tied with the Marlins for the most in the National League — and for whatever shortcomings the save possesses as a metric, having a bullpen blow a lead four times in 13 games isn’t good.

On the whole, the bullpen has been bad. Has it been team-wide issue, though, or the product of a few poor performers? Let’s see.

Cubs Bullpen in 2017
Name IP K/9 BB/9 HR/9 ERA FIP
Koji Uehara 5.2 9.5 4.8 0.0 3.18 2.38
Wade Davis 5.1 10.1 1.7 0.0 0.00 1.22
Carl Edwards Jr. 4.2 7.7 5.8 0.0 0.00 3.12
Mike Montgomery 8.0 7.9 5.6 0.0 3.38 3.40
Hector Rondon 5.1 11.8 3.4 1.7 1.69 3.84
Brian Duensing 2.0 4.5 0.0 4.5 13.50 8.40
Justin Grimm 5.2 9.5 4.8 3.2 9.53 7.49
Pedro Strop 5.0 12.6 9.0 3.6 7.20 8.90

New closer Wade Davis has been good. Koji Uehara has been fine. Carl Edwards, Jr. looks like he’s ready to step into a more prominent role. Mike Montgomery hasn’t been great, really, but he’s covered a lot of innings adequately. Hector Rondon seems like he’s probably back after a rough 2016 season, and Brian Duensing has only pitched two innings. If there’s blame to had it is coming from two guys: Justin Grimm and Pedro Strop. While Grimm’s start hasn’t been great, he’s also not expected to be more than the sixth- or seventh-best reliever on the team. Looking even closer, Grimm’s poor pitching hasn’t really even cost the Cubs. Here are the same pitchers by win-probability statistics.

Cubs Bullpen: Win Probability in 2017
Name WPA gmLI SD* MD
Wade Davis 0.46 1.39 3 0
Justin Grimm 0.19 1.43 1 2
Hector Rondon 0.10 1.31 2 1
Carl Edwards Jr. 0.08 1.72 2 1
Brian Duensing -0.11 0.47 0 1
Koji Uehara -0.30 1.71 2 1
Mike Montgomery -0.47 1.34 1 3
Pedro Strop -0.56 1.5 1 4
*SD is a shutdown, indicating that the win expectancy increased by at least 6% while the pitcher was pitching. MD is a meltdown, indicating the opposite, that the win expectancy decreased by at least 6% while the pitcher was pitching. It’s a good measure of effectiveness while also taking into account the importance of the situation. Read more here.

Of Grimm’s six appearances, three have come in very low-leverage situations, one has been roughly neutral, and two have occurred in high-leverage situations. On April 10, Grimm came on in the seventh with the bases loaded and no outs with the Cubs holding a one-run lead. A pop fly and a double play later, the Cubs’ chances of winning moved from 39% to 79%, making up for Grimm’s few poor performances in low-leverage outings, as well as another appearance (April 14) during which he allowed two inherited runners plus a run of his own en route to turning a 2-1 lead into a 4-2 deficit.

Read the rest of this entry »


Is Jason Heyward’s Broken Swing on the Mend?

Often it seems that anything written in April, any attempt at analysis, any assessment of a player, must be accompanied by a disclaimer that it’s small-sample-size season. That same sense of caution applies to this report, certainly. It’s generally dangerous to read into any limited sample of work — especially at the beginning of a season, when we’re most starved for actual baseball, when we’re most apt to rush to a judgement or make an extrapolation.

Still, some things occur at this time of year that do matter.

Sometimes, of course, the adjustment and changes made in the offseason and during spring do lead to results.

And a good start for Jason Heyward was important — if for no other reason than to quell lineup controversy and ensure playing time.

Last October, the last time most of us saw Heyward, his swing was broken. There were times, as a neutral observer, that it was difficult to watch him struggle with his awkward swing, sapped both of power and confidence. Last season, Heyward’s average exit velocity of 87.4 mph ranked 282nd among hitters 379 hitters with at least 100 batted-ball events, a figure sandwiched between those produced by Delino DeShields and Kolten Wong.

While Heyward has always had a mechanical-looking swing, the production and velocity was well down from his 2015 levels, when he slashed .293/.359/.439 and produced an average exit velocity of 90.7 mph. That season, combined with his longer track record of defensive excellence and above-average offense, earned him an eight-year, $184 million contract.

That contract looked like one of the few errors made to date during the Theo Epstein Era in Chicago. Heyward was going to become a very expensive defensive specialist if he posted another 72 wRC+, if he suffered an unusual loss of offensive abilities in the midst of his prime, like Melvin Upton Jr.

So this offseason, with no monetary incentive, with pride and professionalism serving as primary motivators, Heyward went to work.

Read the rest of this entry »


What on Earth Happened With Jake Arrieta?

Tuesday was a good day for the Cubs. Most of them are good days for the Cubs, but on Tuesday, they earned their first win of 2017, edging out the Cardinals 2-1. Jason Heyward and Javier Baez drove in the runs, but the star was Jake Arrieta, who spun six innings with just an unearned run going against him. He piled up six whiffs, and it was a good way for him to get things going. If the Cubs have any potential vulnerability, it has to do with rotation depth. As long as Arrieta and the other guys are clicking, the Cubs are at least as good as anyone else.

On TV, Arrieta looked effective. In the box score, Arrieta looks effective. But what was the deal with his fastball? This is an open question. I don’t have an answer. I just have evidence that makes me think thoughts.

Read the rest of this entry »


The Chicago Cubs: A Dynasty in the Making

We’ve written a lot about the Cubs over the past year-plus. Nor is there any secret as to why that’s the case. After undergoing a deep rebuild, the organization resurfaced with a roster full of young homegrown stars and talented free-agent additions. The club played at high level throughout 2016, ultimately leading to one of the most exciting games in baseball history. The Cubs’ World Series victory was 2016’s best sports story of the year, and maybe even the best sports story of the past 50 years.

The Cubs haven’t been at the forefront of the winter newscycle. There have been plenty of other notable stories, of course. Chris Sale changed teams! Jerry Dipoto made a few trades! The Rockies signed Ian Desmond! And so on.

But the 2017 campaign is almost here, which means it’s time for projections, discussions about team depth, and then some more projections. So many projections. Most of which tab the Cubs to be the best or second-best team in baseball in 2017. I can’t envision a reasonable objection to either placement.

But what about 2018? How might the team fare in 2019? Using a combination of projection systems and other data sources, I peered into a crystal ball to see how well the Cubs are set up for a five-year run.

WAR Under Control

To project WAR, I used a method proposed by Tom Tango that weights the past three years’ WAR and applies an aging curve. The method isn’t perfect, particularly when it comes to pitchers, but I trust Tango’s methodology enough to go forward. For missing years, I gave the player 1 WAR.

Read the rest of this entry »


Addison Russell and the Perils of Improvement

Getting better at something can open you up to new risks. Or maybe it’s more correct to say that getting better at something can make you realize that you have to get even better at it. Addison Russell has worked hard to become a decent breaking-ball hitter. He’s made strides. Pitchers have responded, though — and used his confidence against him. So he’ll have to take another step forward to keep pace.

Read the rest of this entry »


Spring-Training Divisional Outlook: National League Central

Previous editions: AL East / AL Central / NL East.

The World Baseball Classic is in its final stages, meaning that both the end of spring training and the start of the regular season are in sight. We’d better get through the remaining installments in this series quickly.

Read the rest of this entry »


The Tools of Baseball’s Fly-Ball Revolution

There’s a revolution happening in the batting cage. We’ve noticed that batted-ball data is changing slightly and that hitters are saying different things about the intentions of their swings. But on the ground, where these hitters are training to improve, a few new tools have appeared that are helping those hitters to realize their intentions with better results. Those tools make a link between hitting and pitching that may open our eyes to the possibility of better development practices in both places.

Read the rest of this entry »


The Cubs, Astros, and Paying the Young Superstars

Major League Baseball has an interesting economic system, including a pay scale that is intentionally designed to limit the salaries of young players in order to funnel more money to veterans. All players with less than two full years of experience (and most with less than three) effectively have their salaries dictated to them, with no recourse to move the needle in any real fashion. Until a player becomes arbitration eligible, teams get to decide how much they want to pay a player in a given year, and there is nothing the player can do to change that number.

So, naturally, most pre-arbitration players make something close to the league minimum. With no market forces to force prices upwards, or even an arbitration panel to select between two options, there is just nothing in place to push pre-arb salaries up, and teams generally haven’t seen much value in paying higher wages to pre-arb players than they have to.

That might be slowly changing.

This week, the Cubs agreed to pay Kris Bryant $1.05 million for 2017, the highest salary ever awarded to a player with less than two years of service. Bryant’s salary is $50,000 more than Mike Trout got from the Angels back in 2014, and a $400,000 raise over what he made last year. Clearly, the Cubs wanted to reward the reigning NL MVP for helping bring the Cubs their first championship in over a century, and likely also wanted to avoid the negative publicity that would come from looking cheap right after reaping the financial benefits of a World Series title. In addition to giving Bryant the highest pre-arb contract a team has ever doled out, the Cubs also gave out substantial raises to Kyle Hendricks ($760K), Addison Russell ($644K), and Javier Baez ($609K).

Meanwhile, over in Boston, the Red Sox offered Mookie Bets $950K, but he declined to sign the contract, saying that he had a different price in mind. Because Betts has no actual leverage, the Red Sox simply renewed his contract unilaterally at their $950K offer. Betts will now get the third-highest salary for a pre-arb player ever, but he also took what he felt was a principled stand in not actually signing a contract that pays him less than he feels he’s worth.

So, in a few high profile examples, we’ve seen teams give significant raises to their best young players, perhaps attempting to buy some goodwill or some positive publicity for the kind of money that doesn’t really have any impact on a team’s bottom line. But this is still the exception, as most teams continue to determine pre-arb prices by simply creating an algorithm that looks at a player’s statistics and gives them an extra $10K or $20K above the league minimum depending on how they’ve performed in their first few years in the majors.

By simply citing a calculation that treats everyone the same way, teams can claim some degree of equity in a system designed to be unfair to these players, and the salary-by-algorithm model takes away most of the need for negotiation. The team simply says “this is what our model spits out”, and then, most organizations leave a little wiggle room to move up $5K to $10K from the calculated wage in order to give the agent the chance to tell the player they were able to negotiate his salary up slightly.

But this kind of no-leverage-negotiation doesn’t always go well, and some teams use the renewal ability to create a disincentive to not sign the contract, which often creates a small story for the media and pushes the wage structure back into the public eye, where fans are reminded that their best young players have no real say in their early-career wages. This is likely what happened in Houston last week, when the Astros renewed Carlos Correa for the league minimum, which is $535,000 for 2017.

We don’t know the specifics of the negotiation, but in talking with people who work for other teams, the belief within the game is that a minimum renewal for a player of Correa’s stature was probably threatened in order to try and induce him to sign the contract the team offered, and then the team felt obligated to follow through once Correa wasn’t willing to sign. This is a different approach from the one Boston took, where they didn’t create a punitive secondary offer for not signing, and Betts was able to take a cost-free stance on not signing his contract. Correa’s resistance to signing for what Houston may have originally offered likely did cost him some money.

From a pure publicity standpoint, the Cubs and Red Sox certainly look better in this ordeal than the Astros do, but I don’t think this is all as simple as “Chicago good, Houston evil”.

After all, the extra money the Cubs are giving Bryant in his pre-arb years pales in comparison to the money they cost him by sending him to Triple-A to begin the 2015 season, which delayed his free agency by a year. Not long ago, the Cubs chose to use the rights given them under the CBA to create as much value for their organization as they could, even though it came at the expense of Bryant’s future earnings. The Astros could argue that they are simply doing the same thing, using the rules that everyone agreed to in order to maximize the amount of money they have available to spend on free agents.

But a league-minimum renewal for Correa certainly doesn’t help the Astros reputation, which already could use some work. Even if they don’t believe that paying Correa a bit more than the league minimum is likely to buy them any future discount in arbitration or extension pricing — and there’s not much evidence to suggest that a player is going to leave a large amount of money on the table as a thank you for giving him an extra $50K or $100K a couple of years ago — it would seem that at least a few other organizations are acknowledging that there’s some value in rewarding young superstars with raises substantial enough to show up in a player’s bank account, rather than calibrating the salary algorithm to hand out minuscule increases simply because they can.

In the end, the Astros can probably say this will all be forgotten, and they’re probably right about that. And while it’s easy to make them the bad guys here, they’re participating in the system that the MLBPA has pushed for, and the union has made little effort to escalate the salaries of young players, instead focusing their efforts on trying to get teams to be able to pay as much as possible to veteran free agents. By giving pre-arb players no leverage in negotiations, the reasonable expectation is that teams are going to hold down costs for those players, and the union has continued to agree to that system as the accepted salary scale.

But with the Cubs and Red Sox bucking the trend, at least with a few of their best players, the Astros don’t look great here. And perhaps that negative P.R. will become the thing that puts at least some upwards pressure on salaries for young superstars. With teams rolling in money from their local TV contracts, there doesn’t seem to be much benefit to holding a hard line on wages for franchise players. Even though the Cubs gesture to Bryant is probably not going to get them any kind of discount on a long-term contract, and they can’t really be lauded for player-friendly tactics given how they handled the timing of his debut, at least there appears to be some move towards compensating the game’s best players a bit more than before.

In the end, the wage structure that takes money from guys like Bryant, Betts, and Correa and gives it to less-talented veterans is still one the union has tacitly endorsed, and if the players want this system to change, they’re going to have to impress upon their union to fight for a different pay model in the next CBA negotiations. But perhaps the Cubs and Red Sox paying their stars nearly $1 million each will make it less palatable for future teams to follow the Astros model, and baseball’s equivalent of peer pressure can serve as something of a market force for players who have no other leverage.


Jason Hammel on Learning from a Guru

When I interviewed him in April 2013, Jason Hammel was a 30-year-old pitcher yet to hit his stride. Following his previous path, he went on to have a ho-hum season. In 26 appearances for the Orioles — 23 of them of them as a starter — Hammel had seven wins, a 4.97 ERA, and a 6.2 K/9. His two-seamer and slider showed signs of coming around, but for all intents and purposes, he was a run-of-the-mill, back-of-the-rotation righty.

That has changed. Since originally joining the Chicago Cubs prior to the 2014 season, Hammel has fashioned a 3.68 ERA and fanned 8.3 batters per nine innings. Last year, he won a career-high 15 games for the World Series champions. The cerebral 6-foot-6 hurler is now a 34-year-old Kansas City Royal, having inked a two-year, $16 million deal with the AL Central club over the offseason.

Hammel discussed his mid-career emergence, which was fueled by an improved slider and a subsequent confab with a sexagenarian guru, in the waning days of February.

———

Hammel on what has changed since our 2013 conversation: “A big part of [becoming more successful] was throwing a slider for a strike. It was kind of the idea of pitching backwards. Before, I never had a breaking ball that I could start with. I was throwing a curveball more than a slider, and the curveball is more of a… I get a lot of takes on it, because it’s a bigger break. I had to find something else with spin that I could put in the zone. The two-seamer has been a big, big pitch for me, and the two-seamer and slider complement each other really well, because they’re going two separate directions.

Read the rest of this entry »