Archive for Outside the Box

Effectively Wild’s Preseason Predictions Update: Meg Rowley

Ed Szczepanski-Imagn Images

Before Opening Day, the FanGraphs podcast, Effectively Wild, held its annual Preseason Predictions Game. Hosts Ben Lindbergh and Meg Rowley were joined by FanGraphs writers Michael Baumann and Ben Clemens, and each made 10 predictions about the upcoming baseball season. EW listeners voted on the likelihood of each prediction to determine its value, which will be kept secret until the final scores are revealed in November.

At times throughout the season, we’ll be tracking the various predictions here on the Community Blog to see how each competitor is faring. Having already covered Baumann and Clemens, we’ll now review the full ballot of Meg Rowley.

1. Isaac Paredes will earn more fWAR than Kyle Tucker.

Originally a close race in the early months, Kyle Tucker was beginning to pull away as May turned to June. July only brought more clarity to this prediction due to Isaac Paredes being placed on the IL for what was described as a “severe” hamstring injury. He’s attempting to avoid season-ending surgery in the hopes that he can return to action, but given that he’s since been moved to the 60-day IL, it will likely be too little too late for the purposes of this exercise. Should he find his way back onto the field, he’ll be at 2.7 fWAR — well behind whatever Tucker can add to his 4.0 fWAR in the interim. (The only thing keeping this from being an even more foregone conclusion? Tucker’s massive struggles in August mean he’s actually below his season high of 4.2 fWAR, having hit only .069 in his last eight games.)

Verdict: Very unlikely

2. At least three primary catchers (as defined by FanGraphs) will hit 30+ HR this season.

Regardless of how big Cal Raleigh’s dumper is, he still only counts as one player, and that’s going to be Meg’s biggest obstacle toward earning points. For Raleigh, we don’t even need to invoke a projection system — he’s already at 47 home runs and threatening to completely lap the field.

But that still leaves us waiting for two more names, and for ages it’s been difficult to feel confident about any candidates stepping forward. Logan O’Hoppe was the best of the rest through the first half, but was still well behind Raleigh, and he hasn’t been able shake a rough stretch of play that started in late May. He’s fallen down the leaderboards with only a single home run added since midseason, so he isn’t likely to factor in the result. Hunter Goodman was the only other name on the list that jumped out as a genuine threat during the first three months. He had 14 as June turned to July, and unlike O’Hoppe, Goodman has steadily added to his total, with 11 homers since then. He is projected to clip the target goal; Depth Charts and Steamer both expect him to smash six more, while ZiPS tabs him for five more, which would put him at exactly 30. Still, that would only make for two 30-homer catchers.

The good news for Meg is that reinforcements have arrived in the form of Shea Langeliers and Salvador Perez! The A’s backstop is now leading the league in second-half home runs (16), bringing him all the way up to 28 on the year and making him a virtual lock to reach 30 over the final six weeks. He is the third catcher — along with Raleigh and Goodman — projected to eclipse the threshold. Meanwhile, Perez has cooled off slightly from his post-All-Star Game barrage, but he enters this weekend with 22 homers and is projected for six more. He’s close enough that he provides Meg some insurance in the event that Goodman goes cold.

Verdict: Not so down in the dumps after all!

3. We will have no repeat division winners other than the Los Angeles Dodgers.

Thanks to FanGraphs’ Playoff Odds, we can actually quantify this precisely, by combining the odds that the Dodgers repeat along with the odds that nobody else does:

Division Champs Repeat Odds (Aug 19)
2024 Division Winner 2025 Odds Prediction Odds
Dodgers 83.7% 83.7%
Brewers 95.9% 4.1%
Phillies 84.6% 15.4%
Astros 51.5% 48.5%
Yankees 18.1% 81.9%
Guardians 1.2% 98.8%
Calculated Odds 0.21%

Besides the Dodgers repeating (which on its own looks not as certain as before), only one domino needs to fall for this prediction to go awry. For much of the season, the Yankees were in a commanding position to play spoiler, having peaked at 91.8%, but their slump (combined with the newfound momentum of the Blue Jays) has left them on the wrong side of the ledger. However, they have been supplanted by the Phillies, who now have a firmer grasp on the NL East, and the full goose bozo stampede that is the Brewers. The math doesn’t lie — the odds for this prediction are less than half of a percent.

Verdict: Very Unlikely

4. The New York Mets will miss the postseason.

Despite being 5.5 games behind the Phillies in the NL East, the Mets are projected to have a 77.4% chance of playing October baseball, even though they are only a half game ahead of the Reds for the final Wild Card spot. The reason? A softer remaining schedule coupled with a stronger lineup shake out to FanGraphs’ predicting 86.3 wins for the Mets, firmly ahead of 82.5 for the Reds. Yes, it’s the Mets we’re talking about here, so anything can happen, but at the moment they appear to be in the clear.

Verdict: LOLMets?

5. Nick Kurtz will earn more fWAR than Travis Bazzana.

Travis Bazzana isn’t even in the majors yet, but this prediction has still seen multiple twists and turns. The first was Nick Kurtz getting an early call-up, making his debut on April 23. But from there, he struggled to produce, and fell as low as -0.4 fWAR on May 19. So, technically, Bazzana was in the lead! Could he earn his own call-up to make this a true contest?

The answer to that question, however, has proven to be elusive. What initially felt like an expected 2025 debut suffered a setback when Bazzana was placed on the IL after straining his oblique during a doubleheader in Double-A action, only returning to the active roster on July 15. Yes, he’s been solid since, and was promoted to Triple-A on August 10, but any buzz regarding a trip to Cleveland has been completely absent. Eric Longenhagen concurred in his breakdown of the Top 48 Guardians prospects, believing that Bazzana’s timeline is “probably more in the late-2026 or early-2027 range”.

But, of course, you likely know what happened next: Kurtz hopped onto the express train to Rookie of the Year buzz, grabbing the attention of sportswriters everywhere. His four-homer, six-hit night against the Astros on July 25 firmly cemented that this was easily one of Meg’s best predictions since the exercise began, and he now is the proud owner of 3.9 fWAR at time of this writing. “Big Amish” can stop churning if he wants, because Meg’s got points coming her way.

I think @megrowler.fangraphs.com has earned the right to gloat a bit about her Kurtz > Bazzana prediction. WOW.

— Effectively Wild Stats (@ewstats.com) 2025-07-26T03:04:17.029Z

Verdict: Very Likely

6. Chandler Simpson will lead the league in stolen bases.

If I had written this update earlier, the vibes would have been immaculate. In only 35 games of action, Chandler Simpson had compiled 19 stolen bases, was among the league leaders, and was projected to finish the season ahead of all comers. And then, at the end of May, the Rays demoted him to Triple-A, a move which Rays manager Kevin Cash called a “tough decision,” and what I call a “crime against baseball” (though only one of us has to worry about being diplomatic about roster construction).

In their defense, the Rays genuinely were in a difficult spot: Jake Magnum was coming off the IL, and an already crowded outfield meant that their best move was to demote Simpson or lose Christopher Morel altogether, since he was out of options. The Rays chose the path that kept everyone available while giving Simpson regular playing time, instead of playing a bench role at Steinbrenner Field. He was back in less than a month’s time, added back to the roster on June 24 and swiping his first bag only three days later, and staying in form ever since.

So where does that leave us? Thankfully, with a competitive race! Simpson finds himself only four stolen bases behind current leader José Caballero, and ZiPS can’t foresee much daylight between the two over the remainder of the season. If Simpson stays healthy and the Rays continue to provide him with playing time he deserves, good things could be in store.

Verdict: If this doesn’t happen I will personally blame Jeff Sullivan

7. The Athletics will finish second in the AL West.

Unlike the White Sox, who had their pick of days to lead the AL Central for Ben Clemens, the Athletics need to end the season as runners-up. Also unlike the White Sox, the A’s actually managed to briefly grab hold of that rung on the ladder, sitting in second place for most of early May. Sadly, that stretch looks to be all they’re capable of mustering, and they have since returned to being cellar dwellers. Now 14 1/2 games back of the Astros and 11 behind the Mariners, who currently occupy the spot they need, I don’t know if there’s much in the way of silver linings to find here.

Verdict: Sell the team

8. At least two major league teams will announce new controlling ownership.

Before I begin my update, I just wish to quote the very end of this prediction’s discussion, during which the panel interrogated multiple qualifications:

Ben L: Alright. I think hopefully that’s specific and precise enough for us to be able to call this.
Meg: I think it is.
Ben L: Yeah, I think we’ll probably know it.
Meg: You’ll know! You’ll know. (defiantly) We’ll know!

*sigh*

The buzz around this prediction spiked when the Chicago White Sox revealed a deal between owner Jerry Reinsdorf and billionaire investor Justin Ishbia to transfer shares over the next several years, with Ishbia being able to hold a controlling stake as early as 2029. Based on the wording of the announcement and how the language of the prediction can be parsed, as well as Meg’s spelling out that the sale does not have to be completed by the deadline, it simply must be announced, I felt that it met the requirements. The evening that the news broke, I shared on social media that it counted toward this prediction being fulfilled.

However, some EW fans have disagreed, and I’m more than willing to say they have a valid argument: Technically, the announcement wasn’t about “new controlling ownership,” it was “a deal in place between two parties that builds a framework for said parties to have the option to transfer controlling ownership.” There is definitely a sequence of events where neither party exercises their part in the deal, and Reinsdorf remains owner of the White Sox past the spry young age of 98.

My counter to this is that a contract of this scope isn’t signed lightly, and doesn’t happen unless both sides go into the deal fully intending to see the deal through. Additionally, the tone of the press release, the quotes from both sides of the deal, and the analysis of media members close to the the relevant parties all communicated this is for all intents and purposes a succession plan. Given the long time frame that the deal required, it was more a pragmatic move for the transactions to be phrased as “options,” rather than an indication of indecision.

Meanwhile, the news cycle had barely cooled on this state of affairs when it was let slip that the Tampa Bay Rays are in “advanced negotiations” to be sold to a group of investors, who have reportedly signed a letter of intent. That letter has an expiration date, and should a deal not be struck, word is that another interested party is ready to step in and make a competing offer if given the opportunity. It’s been about a month since that report surfaced, and there’s no new info, but all in all, it’s looking promising for someone to put pen to paper and wrap this prediction up.

The background noise to all of this has been the ongoing saga that is my beloved Minnesota Twins. The Pohlad family making good on their professed desire to sell the Twins would, from my perspective, solve multiple problems: My favorite team would have someone less likely to cut payroll immediately following their greatest success in decades, and any controversy surrounding the White Sox factoring into this prediction would be moot — assuming the Rays rumors bear fruit. But those hopes were dashed the morning of August 13 by a press release reversing course, and instead simply adding two new groups of minority investment groups with no path toward a transfer of control.

With all of that laid before us, we await news from Florida, and any discourse that may follow.

Verdict: For the love of God, let’s make a deal!

9. Ethan Holliday will be the first pick in this year’s MLB amateur draft.

As All-Star weekend approached, Ethan Holliday topped multiple mock drafts, including Jim Callis’ projections for MLB.com. Holliday was spoken of as one of the two best high school picks, alongside fellow shortstop Eli Willits. That, along with multiple players on the collegiate side earning plenty of attention, made for a situation where there was no clear-cut prospect separating himself from the pack. The best evidence for this was FanGraphs having Holliday and Willits ranked ninth and 32nd on its draft board, respectively. In the end, the poetic result won out, with Holliday being selected fourth to play for his father’s Colorado Rockies. A fitting outcome, but not the one needed here.

Verdict: False

10. Ketel Marte will win the NL MVP.

Only days after inking a big extension with the Diamondbacks, Ketel Marte’s MVP campaign took a major hit when he suffered a left hamstring injury on April 4 and missed a full month of playing time. On the bright side, Marte has been playing well since then (4.3 fWAR as of August 21), and was selected as the starting second basement for the NL All-Star team.

However, his path toward an MVP award is hampered by obstacles on multiple fronts. Statistically, Marte would need to challenge Shohei Ohtani (which was predictable), Kyle Schwarber (which was less so), and Pete Crow-Armstrong (which was not). But with all three of these players comes the other major obstacle: media narrative. Ohtani’s star shines incredibly bright as it always has, and PCA’s ascendancy has made him a darling of sportswriters nationwide. Schwarber is in the middle of his best season yet, and he’s a fun and media-friendly player. It’s fair to say that Marte doesn’t have the same support behind him. In recent days, much ink has been spilled on accusations of his leaving the team to go on vacation and being “a diva in the clubhouse,” as well as on his full-blown apology tour trying to mend fences. It’s not a stretch to imagine that this could cloud his MVP case in the eyes of BBWAA voters.

If it were up to me, and it was my responsibility to coax Marte back into contention, my first question would be “any chance you’ve got a good knuckleball?” (This is one of the many reasons why I’m not employed in a front office.)

Verdict: Unlikely


Effectively Wild’s Preseason Predictions Game Update: Ben Clemens

Eric Canha-Imagn Images

Before Opening Day, the FanGraphs podcast, Effectively Wild, held its annual Preseason Predictions Game. Hosts Ben Lindbergh and Meg Rowley were joined by FanGraphs writers Michael Baumann and Ben Clemens, and each made 10 predictions about the upcoming baseball season. EW listeners voted on the likelihood of each prediction to determine its value, which will be kept secret until the final scores are revealed in November.

At times throughout the season, we’ll be tracking the various predictions here on the Community Blog to see how each competitor is faring. Having already covered Michael Baumann, who recently is feeling more optimistic about one of his picks, we’ll now review some highlights from fellow guest Ben Clemens. Read the rest of this entry »


Effectively Wild’s Preseason Predictions Update: Michael Baumann

Matt Kartozian-Imagn Images

Before Opening Day, the FanGraphs podcast Effectively Wild held its annual Preseason Predictions Game. Hosts Ben Lindbergh and Meg Rowley were joined by FanGraphs writers Michael Baumann and Ben Clemens, and each made 10 predictions about the upcoming baseball season. EW listeners voted on the likelihood of each prediction to determine its value, which will be kept secret until the final scores are revealed in November.

At times throughout the season, we’ll be tracking the various predictions here on the Community Blog to see how each competitor is faring. We’ll begin today with a curated selection from the crystal ball of Michael Baumann! Read the rest of this entry »


Previewing the CBA Deadline

MLB’s Collective Bargaining Agreement (CBA) is set to expire on December 1st. Unfortunately with all of the disagreements over issues including rule changes, profit sharing, and minor league living conditions, it’s possible that we could see a work stoppage similar to the one we saw in 1994.

The MLBPA’s website says the purpose of the CBA “is to set forth their agreement on certain terms and conditions of employment of all Major League Baseball Players for the duration of this Agreement.” This is vital to the league and many other major U.S. sports because it sets fair and ethical rules for players and teams to abide by. However, owners have historically dominated negotiations and kept the lion’s share of profits. In recent years, players have been much more open to speaking out, and there has been significant pushback in the media. If there aren’t substantial changes made by December, it would not be surprising to see another lockout or strike.

If there is no new CBA by December 1st, MLB rules say major league play will stop until it is renewed and there will be no moves allowed by any club. This will play a significant role this offseason regardless of whether the CBA gets renewed or not, as the potential scare of a delayed CBA may force teams to rush moves or wait longer on them. Read the rest of this entry »


Frankenstein and the Rays’ Sister City Concept

In 2018, the Tampa Bay Rays introduced the Opener, a novel concept in which a relief pitcher started a game with the purpose of shutting down an offense in the first few innings. The Opener would then hand the ball to a bulk pitcher, who went three-to-four innings before giving way to the usual bullpen corps.

When the Rays introduced the Opener strategy, many in baseball thought it was blasphemy. Starting pitchers have roles and this is the way the pitcher order has been for generations. How dare the Rays upset the natural order of roles, titles, and statistics?

When analysts looked at the Rays roster, however, they quickly understood what the team was doing. By not recognizing a “pitching rotation,” the Rays were looking a level deeper. They were stacking pitchers on a per-game basis, with the intent to win each game and hence build enough wins to make the playoffs. Once it was understood, the Opener was applauded and eventually copied throughout the league.

Besides being a sly way to neutralize lineups, the Opener represented the “Rays Way” amidst financial necessity. The team could not afford a typical major league rotation of four or five quality starters. Relief pitchers are cheaper and easier to find. They couldn’t find five aces, so they built ace performances using multiple relievers, with the additional bonus of paying them less. If you can’t find a hundred-million-dollar starter, build one. Read the rest of this entry »


A Proposal for the “Veteran Player-Coach” Position

Our beloved pastime has a long history of over-the-hill veteran players serving important mentor roles around the game, but the primacy of the Competitive Balance Tax and the perpetual crush of roster spot competition and “efficiency” has rendered these players largely moot. Players like the 40-something version of Jason Giambi, a bench bat for years on the strength of his contributions to his team as a leader beyond just his metric value, have grown frightfully rare. It is sad to see that sort of quasi-player/coach fade to memory.

As I look over the U.S. Olympic Roster, I see an awful lot of well-loved veterans who have lost a step over the years and, with that lost step, any serious hope of a consistent job under the new normal of roster construction. But I am convinced there remains value to the game of baseball to have players like Todd Frazier, Edwin Jackson, Scott Kazmir, and David Robertson around the sport beyond what they contribute to the back of the baseball card. A glance at the current free agent list reveals a small glut of other interesting, memorable players, such as Matt Kemp, Ryan Braun, Matt Wieters, and Neil Walker, to name a few. Read the rest of this entry »


Using the Toxicological Prioritization Index To Visualize Baseball

Major League Baseball is awash in advanced statistics that more reliably describe key aspects of players’ offensive and defensive performance. It has been reported that through the use of Statcast, the MLB Advanced Media group can supply teams with 70 fields x 1.5 billion rows of data per season [i]. Yes, billion with a b. This flood of information has supercharged MLB teams’ and the sabermetric community’s development of ever-more useful statistics for describing player performance.

However, this amount of data brings significant challenges. Perhaps chief among them is that while certain individuals may be comfortable with reams of tables and ever-increasing numbers of descriptive statistics, many others prefer or require analyses and visualization tools that convert disparate metrics into informative and readily interpretable graphics.

MLB’s situation has certain similarities to the discipline of safety toxicology, where the use of high-information content assays for characterizing chemicals’ toxicological profiles has exploded [ii]. Drawing conclusions from multiple biomarkers and test systems is challenging, as it requires synthesis of large amounts of dissimilar data sets. One tool that toxicologists have found useful is the Toxicological Prioritization Index, or ToxPi for short [iii]. ToxPi is an analytical software package that was developed to combine multiple sources of evidence by transforming data into integrated, visual profiles. Read the rest of this entry »


Constructing the Perfect Right-Handed Pitcher

The pitching talent in the major leagues has never been as good as it is at this very moment.

Strikeout rates have risen in 13 straight seasons, hitting an all-time high of 23.4% in 2020. When pitch tracking started in 2002, the average fastball velocity was 89 mph. That figure was up to 93.1 mph in 2020. Every other pitch has followed suit, whether it’s the slider (84.1 mph in 2020), change-up (84.5 mph), or curveball (79.2 mph). Despite these massive gains in swing-and-miss stuff, walk rates haven’t gotten worse. The walk rate in 2000 (9.6%), for example, was higher than the walk rate in 2020 (9.2%).

While some of this may be due to a shift in approach from batters, mainly a wider acceptance of strikeouts and a fly-ball heavy mindset, pitchers are undoubtedly better than ever at this current moment. Pitching staffs are loaded with velocity, movement, and specialization that makes hitting harder than it’s ever been. When looking at the landscape of major league pitching, there are so many names and pitches to choose from. But which pitchers and pitches stand out the most? Read the rest of this entry »


Maybe It’s Better To Never Swing at Shane Bieber’s Pitches

You don’t need me to tell you how effective Shane Bieber was in 2020. He led the majors in ERA, FIP, K/9, overall strikeouts, and of course was the unanimous winner of the AL Cy Young Award. The underlying pitch-tracking data all back up the quality of his skillset. He’s very good. So you’re probably wondering how this all jibes with a title suggesting it may be better for hitters to not swing at Bieber’s pitches, right?

I’ll start with this: Bieber’s 34% zone rate ranks 316th out of 323 pitchers who threw a minimum of 20 innings in 2020. That’s dead last among qualified starters. How is this possible? The simple answer is that, once again, he’s very good. The slightly less simple answer is that batters swing at unhittable pitches and don’t swing at hittable pitches. Bieber throws almost twice as many pitches out of the zone as he throws in the zone, so what if hitters just stopped swinging at his offerings? Surely he would just change his approach if a batter didn’t swing at his pitches, right? Read the rest of this entry »


Quantifying Rumor Mongering in the Baseball Media Ecosystem

In what feels like interminable scrolling of the internet this offseason waiting for something to finally happen, it occurred to me to ask, does any of this rumor-mongering actually tell us anything? It is certainly strange that we as consumers of baseball, a modified game of tag with hitting and throwing a ball, care so much about the internal machinations of billion-dollar organizations and the personal decision-making calculus of people we will never meet. Regardless of this peculiarity, I myself still spend hours a week wondering if George Springer would be willing to play for a team who doesn’t have a guaranteed home stadium for the foreseeable future and subsequently will be located in a foreign country in Canada.

This interest is what feeds the North American baseball media ecosystem and employs thousands of people, from reporters to web designers, social media managers to news aggregators, and many more. I wouldn’t necessarily argue that this content holds no value if it is biased or inaccurate, because the time we spend consuming this offseason content really just satiates our longing for baseball when we can’t watch our favorite teams live. But the question remains, does this content hold any predictive value, or are we just fooling ourselves?

This article is based on data scraped from MLB Trade Rumors, the leading aggregator of rumors around baseball, on December 9, 2020. I pulled the last 2,000 posts that each team was tagged in and analyzed what information we’re actually getting from reading and discussing the rumors and reports inside the baseball media ecosystem. To begin, we can observe the volume of rumors for teams by seeing how many days one would have to go back to reach a cumulative 2,000 posts. Read the rest of this entry »