Archive for Blue Jays

The Blue Jays Have a Catching Puzzle To Solve

When an organization has a potential glut of players who play the same position, it’s usually more of a nuisance than a serious problem. Having more major league-caliber players than your roster can hold is never a bad thing, and the issue can often be solved by sliding players down the defensive spectrum. It can be inconvenient to shift a middle infielder into an outfield corner or a corner outfielder to first base, but it’s worth doing if the bats are worth it.

It gets trickier, though, if the overcrowded area happens to be behind the plate. Lifetime catchers rarely possess the athleticism necessary to move to another up-the-middle position and usually can’t hit enough to clear the offensive bar required at a corner spot. It’s incredibly difficult to find sustained playing time for more than two catchers over the course of a season, though because of the scarcity of talented catchers around the majors, it’s rare that a team needs to worry about that.

The Blue Jays are facing exactly that predicament. If you look at our Depth Charts, you’ll find them ranked fourth in the majors in projected catcher WAR for next season, which could come as a surprise to a lot of baseball fans, since none of their backstops are household names. But three of them — Danny Jansen, Alejandro Kirk and Reese McGuire — rank inside the top 30 catchers in baseball according to the 2021 ZiPS projections. What’s more, all three of those catchers are at similar stages in their development: Each is young and has little left to prove in the minors but has yet to break out in the big leagues. All that’s left to learn is how they handle the majors, which creates the challenge for Toronto of deciding just how best to divvy up opportunities between the three. Read the rest of this entry »


Job Postings: Blue Jays Baseball Research Analyst & Systems Engineer

Please note, this posting contains two positions.

Position: Baseball Systems Engineer- Toronto Blue Jays

Location: Toronto, Ontario, Canada

Primary Focus: To create tools and systems that support decision making in all areas of Baseball Operations.

Responsibilities and Duties:

  • Maintain and support the current end to end data warehousing process within Baseball Operations, starting with structured and unstructured data, conceiving and designing appropriate data structures, performing ETL processes to house the data in the data structures and exposing the data structures to end users.
  • Design and manage the integration process of new data sources into existing database structures and frameworks.
  • Develop and maintain data quality assurance processes to ensure database integrity in the future.
  • Understand and document current database structures, historical design decisions, format, definitions, limitations and content of currently used external and internal data feeds, and establish future requirements.
  • Complete ad-hoc database queries and analysis as dictated by circumstances.
  • Oversee the evaluation, selection, implementation and support of new database systems.
  • Develop and maintain conceptual, logical and physical data models.
  • Work with other developers to help support internal web applications.
  • Collaborate with members of the Baseball Operations developers to develop best practices for storing and displaying baseball data.
  • Recommend new data sources for purchase and/or new techniques to gather data.

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JAWS and the 2021 Hall of Fame Ballot: Roger Clemens

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2021 Hall of Fame ballot. Originally written for the 2013 election at SI.com, it has been updated to reflect recent voting results as well as additional research. For a detailed introduction to this year’s ballot, and other candidates in the series, use the tool above; an introduction to JAWS can be found here. For a tentative schedule, and a chance to fill out a Hall of Fame ballot for our crowdsourcing project, see here. All WAR figures refer to the Baseball-Reference version unless otherwise indicated.

Roger Clemens has a reasonable claim as the greatest pitcher of all time. Cy Young, Christy Mathewson, Walter Johnson, and Grover Cleveland Alexander spent all or most of their careers in the dead-ball era, before the home run was a real threat, and pitched while the color line was still in effect, barring some of the game’s most talented players from participating. Sandy Koufax and Tom Seaver pitched when scoring levels were much lower and pitchers held a greater advantage. Koufax and 2015 inductees Randy Johnson and Pedro Martinez didn’t sustain their greatness for nearly as long. Greg Maddux didn’t dominate hitters to nearly the same extent.

Clemens, meanwhile, spent 24 years in the majors and racked up a record seven Cy Young awards, not to mention an MVP award. He won 354 games, led his leagues in the Triple Crown categories (wins, strikeouts, and ERA) a total of 16 times, and helped his teams to six pennants and a pair of world championships.

Alas, whatever claim “The Rocket” may have on such an exalted title is clouded by suspicions that he used performance-enhancing drugs. When those suspicions came to light in the Mitchell Report in 2007, Clemens took the otherwise unprecedented step of challenging the findings during a Congressional hearing, but nearly painted himself into a legal corner; he was subject to a high-profile trial for six counts of perjury, obstruction of justice, and making false statements to Congress. After a mistrial in 2011, he was acquitted on all counts the following year. But despite the verdicts, the specter of PEDs hasn’t left Clemens’ case, even given that in March 2015, he settled the defamation lawsuit filed by former personal trainer Brian McNamee for an unspecified amount.

Amid the ongoing Hall of Fame-related debates over hitters connected to PEDs — most prominently Barry Bonds, Mark McGwire, and Sammy Sosa — it’s worth remembering that the chemical arms race involved pitchers as well, leveling the playing field a lot more than some critics of the aforementioned sluggers would admit. The voters certainly haven’t forgotten that when it comes to Clemens, whose share of the vote has approximated that of Bonds. Clemens debuted with 37.6% of the vote in 2013 and only in ’16 began making significant headway, climbing to 45.2% thanks largely to the Hall’s purge of voters more than 10 years removed from covering the game. Like Bonds, he surged above 50% — a historically significant marker towards future election — in 2017, benefiting from voters rethinking their positions in the wake of the election of Bud Selig. The former commissioner’s roles in the late-1980s collusion scandal and in presiding over the proliferation of PEDs within the game dwarf the impact of individual PED users and call into question the so-called “character clause.”

Clemens’ march towards Cooperstown has stalled somewhat in the three years since, as he’s added just 6.9% to reach 61.0%. Whether or not the open letter from Hall of Fame Vice Chairman Joe Morgan pleading with voters not to honor players connected to steroids had an impact, the end result has been time run off the clock. He now has just two more shots to get to 75%, which will require voters changing their minds — something only a dwindling number of voters have been willing to do when it comes to Clemens or Bonds.

2021 BBWAA Candidate: Roger Clemens
Pitcher Career WAR Peak WAR JAWS
Roger Clemens 139.2 65.9 102.5
Avg. HOF SP 73.3 50.0 61.6
W-L SO ERA ERA+
354-184 4,672 3.12 143
SOURCE: Baseball-Reference

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Hyun Jin Ryu’s Multiple Fastballs

Watch any amount of baseball these days, and you’ll see a familiar pattern: a catcher giving a pitcher a high target for his fastball. This is hardly a secret; it’s so obvious, in fact, that I don’t really know how to make a good introduction out of it. Did you know that pitchers throw four-seam fastballs high in the zone? You did! I don’t need to tell you that. But this article is about four-seam fastballs, so the paragraph feels necessary.

Anyway: Four-seamers work better when they’re thrown up in the zone. That’s not some silly contextual thing, or even really up for debate. It’s just how the pitch works. The backspin on the pitch means that hitters generally make contact under the center of the ball. Given that the normal launch angle for a ball up in the zone is already high, hitting under a high pitch means pop-ups and lazy fly balls. It also means whiffs.

Don’t believe me? I mean, first of all, just watch some baseball. The pitch that dots the top of the strike zone makes hitters look foolish with great frequency. You can also take a look at this table, which divides the strike zone into vertical thirds and looks at only four-seam fastballs:

Four-Seam Results by Location
Location Whiff% wOBACON SLGCON
Top 26.4% .293 .462
Middle 16.2% .372 .595
Bottom 12.3% .324 .496

Fastballs in the upper third of the strike zone are the best of both worlds. Batters miss them more frequently than the other two sections, and even when they make contact, they’re not doing so with authority. Fail to find the top of the zone, and things get worse. Fastballs that wind up in the middle third of the plate still miss bats at an acceptable clip, but if the hitter connects, you might be in for a bad time.
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JAWS and the 2021 Hall of Fame Ballot: Mark Buehrle

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2021 Hall of Fame ballot. For a detailed introduction to this year’s ballot, and other candidates in the series, use the tool above; an introduction to JAWS can be found here. For a tentative schedule and a chance to fill out a Hall of Fame ballot for our crowdsourcing project, see here. All WAR figures refer to the Baseball-Reference version unless otherwise indicated.

At a moment when baseball is so obsessed with velocity, it’s remarkable to remember how recently it was that a pitcher could thrive, year in and year out, despite averaging in the 85-87 mph range with his fastball. Yet thats exactly what Mark Buehrle did over the course of his 16-year career. Listed at 6-foot-2 and 240 pounds, the burly Buehrle was the epitome of the crafty lefty, an ultra-durable workhorse who didn’t dominate but who worked quickly, used a variety of pitches — four-seamer, sinker, cutter, curve, changeup — moving a variety of directions to pound the strike zone, and relied on his fielders to make the plays behind him. From 2001-14, he annually reached the 30-start and 200-inning plateaus, and he barely missed on the latter front in his final season.

August Fagerstrom summed up Buehrle so well in his 2016 appreciation that I can’t resist sharing a good chunk:

The way Buehrle succeeded was unique, of course. He got his ground balls, but he wasn’t the best at getting ground balls. He limited walks, but he wasn’t the best a limiting walks. He generated soft contact, but he wasn’t the best at generating soft contact. Buehrle simply avoided damage with his sub-90 mph fastball by throwing strikes while simultaneously avoiding the middle of the plate:

That’s Buehrle’s entire career during the PITCHf/x era, and it’s something of a remarkable graphic. You see Buehrle living on the first-base edge of the zone, making sure to keep his pitches low, while also being able to spot the same pitch on the opposite side of the zone, for the most part avoiding the heart of the plate. Buehrle’s retained the ability to pitch this way until the end; just last year [2015], he led all of baseball in the percentage of pitches located on the horizontal edges of the plate.

Drafted and developed by the White Sox — practically plucked from obscurity, at that — Buehrle spent 12 of his 16 seasons on the South Side, making four All-Star teams and helping Chicago to three postseason appearances, including its 2005 World Series win, which broke the franchise’s 88-year championship drought. While with the White Sox, he became just the second pitcher in franchise history to throw multiple no-hitters, first doing so in 2007 against the Rangers and then adding a perfect game in 2009 against the Rays. After his time in Chicago, he spent a sour season with the newly-rebranded Miami Marlins, and when that predictably melted down spent three years with the Blue Jays, helping them reach the playoffs for the first time in 22 years.

Though Buehrle reached the 200-win plateau in his final season, he was just 36 years old when he hung up his spikes, preventing him from more fully padding his counting stats or framing his case for Cooperstown in the best light. A closer look suggests that beyond the superficial numbers, while he’s the equal or better of several enshrined pitchers according to WAR and JAWS, he’s far off the standards, and doesn’t have the peripheral collection of accomplishments to bolster his candidacy. Like Tim Hudson, he may receive a smattering of support on a ballot that’s hardly crowded, but his candidacy isn’t likely to lack staying power. Read the rest of this entry »


2021 ZiPS Projections: Toronto Blue Jays

After having typically appeared in the hallowed pages of Baseball Think Factory, Dan Szymborski’s ZiPS projections have now been released at FanGraphs for nine years. The exercise continues this offseason. Below are the projections for the Toronto Blue Jays.

Batters

The Jays offense did what it needed to in 2020, with the team doing an excellent job filling some of the holes in the lineup, especially in the outfield. I was admittedly skeptical of the motley crew of players who aren’t related to former big leaguers, but most of the personnel decisions worked out solidly for the organization. Teoscar Hernández finished in the top 10 in exit velocity; ZiPS now has him projected for a slugging percentage over .500 in 2021, enough to make him a legitimate starter rather than an interesting, one-dimensional bat. This is also the least skeptical ZiPS has been of Lourdes Gurriel Jr..

But while the outfield now looks like a decent group, the trickiest thing is still Randal Grichuk in center. I appreciate the Jays’ willingness to get creative and use a player who doesn’t look like a traditional fit at the position, but Grichuk still isn’t particularly good and his short-season 2020 stats were more good than great. After Grichuk, the team’s center field options aren’t all that appealing and I’d be inclined to improve the big league club’s depth at the position.

There’s a bit of disagreement between ZiPS and Steamer about Vladimir Guerrero Jr. ZiPS is more worried about Vladito than Steamer is (conversely, ZiPS likes Bo Bichette better than Steamer does). I’m not actually sure which projection system I’m closer to personally. Guerrero’s raw stats in the majors haven’t been mind-blowing by any stretch of the imagination, but he also doesn’t turn 22 until just before the start of the season. If you translated his actual major league performances to Double-A in 2019 and Triple-A in 2020, perfectly reasonable levels for his age, I doubt anyone would be disappointed. Still, his ceiling has to be slightly lower now, his conditioning is meh, and he has quickly moved the wrong way on the defensive spectrum. Read the rest of this entry »


The Market for George Springer is Heating Up

As one of the market’s top position players, George Springer is expected to draw heavy interest this winter, and already there have been reports of the Mets and Blue Jays expressing just that. The 31-year-old center fielder is coming off a strong season; not surprisingly, on Wednesday he was among the four free agents who declined qualifying offers from their 2020 teams, along with Trevor Bauer, DJ LeMahieu, and J.T. Realmuto. Springer, however, could be the winter’s only free agent besides Realmuto to land a contract of at least $100 million.

Springer got off to such a slow start in 2020 that he was hitting .194/.331/.388 as late as September 2nd while pulling the ball an astronomical, out-of-character 51.3% of the time. But while the Astros struggled down the stretch, he finished strong with nine homers and a .703 slugging percentage in his final 23 games and 100 plate appearances. Overall, he hit .265/.359/.540 with 14 homers and finished in virtual ties for ninth in the AL in both wRC+ (146) and WAR (1.9). Given the shortened season, he couldn’t approach the career highs he set in either homers (39) or WAR (6.5) in 2019, and while the same turned out to be true about his wRC+ (156), the difference wasn’t nearly so large as it appeared to be given that season’s raw rate stats (.292/.383/.591):

George Springer Batted Ball Profile
Year GB/FB GB% FB% Barrel% EV LA xAVG xSLG xwOBA
2015 1.51 45.4% 30.1% 9.5% 89.9 9.1 .274 .467 .367
2016 1.53 48.2% 31.5% 10.5% 89.4 8.7 .261 .469 .362
2017 1.43 48.3% 33.8% 9.1% 89.2 9.6 .294 .530 .390
2018 1.43 49.4% 34.6% 8.9% 88.6 9.5 .255 .463 .351
2019 1.25 44.6% 35.7% 14.1% 89.8 10.4 .288 .582 .404
2020 0.83 35.9% 43.1% 12.4% 88.7 18.3 .294 .570 .387
SOURCE: Baseball Savant

Springer hit more fly balls than grounders for the first time in his career in 2020, and his final pull rate of 48.0% was 7.7 percentage points above last year’s mark and eight points above his career mark. His average launch angle increased significantly, but his expected batting average and slugging percentage were more or less unchanged from 2019. The hits just didn’t fall in to the same extent: His .259 BABIP was a career low and placed him in the bottom quintile among qualified hitters. Still, his September hot streak suggests he ironed things out, and his 146 wRC+ was five points above his career mark. Plus, he struck out a career-low 17.1% of the time, lest anyone think that his gains in that area — which started to show up in 2017, after he’d struck out 26.0% of the time in his first three seasons — were simply a product of the Astros’ sign-stealing shenanigans. Read the rest of this entry »


Robbie Ray Stays in Toronto

The first member of our Top 50 Free Agents list has signed, and as you might expect given that this is baseball and not basketball, it was a minor signing. Robbie Ray is remaining in Toronto after the Blue Jays extended him a one-year, $8 million contract. Depending on what you think of Ray, it’s either a sign of a slow market or a fairly priced reclamation project — for what it’s worth, Craig Edwards projected exactly a one-year, $8 million deal.

For me, there are two interesting parts of the Ray signing. First, Robbie Ray felt this close to breaking into the top tier of starters for years. In his first five seasons with the Diamondbacks, he was frequently exciting and sometimes excellent. He put up a 2.89 ERA in 2017, and it wasn’t some hollow number with concerning peripherals; he induced swinging strikes on 14.2% of his pitches, a career high, and struck out 32.8% of opposing batters.

He also walked 10.7% of opposing batters, and unfortunately, that wasn’t a fluke. He walked 13.3% the next year and a grisly 17.9% in 2020, a sure way to go from inconsistent to ineffective. Missing bats is the most valuable pitching skill, but all the bat missing in the world won’t help you when that many batters are getting a free trip down to first. Read the rest of this entry »


Patrick Murphy’s Murkiness Has Begun to Clear

The likelihood of Patrick Murphy reaching the big leagues was far from certain when I wrote about the then-22-year-old right-hander in February 2018. He’d pitched well the previous season, but that was in Low-A, and his injury history included thoracic outlet syndrome and multiple elbow procedures. Question marks abounded, and Murphy merited a mere honorable mention our Blue Jays Top Prospects list.

His future remained murky when I wrote about him nine months later on the heels a promotion to Toronto’s 40-man roster. Murphy was again coming off a good year — this time in High-A — but there was nonetheless still a lot to prove. He entered 2019 ranked No. 26 on our Blue Jays list, his FV an uninspiring 35+.

Then came a speed bump that necessitated a mechanical change. Midway through the 2019 season, Murphy was told that his delivery was illegal. More on that in a moment.

Fast forward to last month: Seven years after the Blue Jays selected him in the third round of the 2013 draft out of a Chandler, Arizona high school, Murphy made his major league debut. It came against the Philadelphia Phillies, and one of the first batters he faced was a close friend. Read the rest of this entry »


Keeping Up with the AL East’s Prospects

Without a true minor league season on which to fixate, I’ve been spending most of my time watching and evaluating young big leaguers who, because of the truncated season, will still be eligible for prospect lists at the end of the year. From a workflow standpoint, it makes sense for me to prioritize and complete my evaluations of these prospects before my time is divided between theoretical fall instructional ball, which has just gotten underway, and college fall practices and scrimmages, which will have outsized importance this year due to the lack of both meaningful 2020 college stats and summer wood bat league looks because of COVID-19.

I started with the National League East, then completed my look at the American League West and Central. Below is my assessment of the AL East, covering players who have appeared in big league games. The results of the changes made to player rankings and evaluations can be found over on The Board, though I try to provide more specific links throughout this post in case readers only care about one team. Read the rest of this entry »