FanGraphs Weekly Mailbag: August 22, 2026

USA TODAY Network via Reuters Connect

As you all probably know, at the start of every season, the FanGraphs staff puts together our bold predictions for the coming year. Each is, to varying degrees, plausible but unlikely, which is what makes it such a fun exercise. Anyway, entering the 2025 season, my bold prediction was: Corbin Carroll will become the fifth-ever 20/20/20/20 player — 20 doubles, 20 triples, 20 home runs, and 20 stolen bases in a single season — joining Frank Schulte in 1911, Willie Mays in 1957, and Curtis Granderson and Jimmy Rollins, who both did it in 2007. Carroll ultimately fell just three triples short of the threshold, while tallying 32 doubles, 31 homers, and 32 steals.

I decided not to run it back this year, figuring that wouldn’t be as fun, though I am very much still rooting for it to happen. The 20/20/20/20 Club is one of the most exclusive baseball has to offer. Pulling it off requires a precise combination of power, speed and instincts, and it has to happen at the exact right moment in a player’s career. As I wrote in my bold prediction: “A player needs to have enough pop to hit 20 homers, but not so much that the majority of his extra-base hits land in the seats. He also needs the speed to steal bases and stretch singles into doubles and doubles into triples. His instincts must be sharp, so he can know when to attempt the extra base without running into outs.”

Last Saturday, when I saw that Carroll had doubled and tripled in a 10-3 Diamondbacks win over the Braves, I pulled up his player page to check on his progress. He was up to 26 doubles, 15 triples, 18 homers, and 16 steals. He stole a base the next day, and after going without an extra-base hit in Arizona’s three-game series against the Red Sox, Carroll entered play Friday at 26 doubles, 15 triples, 18 homers, and 17 steals with 34 games left to play. This prompted my own question for this week’s mailbag, which I will get to momentarily. We’ll also answer your questions on the worst player to ever hit three home runs in a game, the biggest drop-off for a player in the season after finishing second in the MVP voting, and teams missing the playoffs despite leading the league in run differential. But first, I’d like to remind you that this mailbag is exclusive to FanGraphs Members. If you aren’t yet a Member and would like to keep reading, you can sign up for a Membership here. It’s the best way to both experience the site and support our staff, and it comes with a bunch of other great benefits. Also, if you’d like to ask a question for an upcoming mailbag, send me an email at mailbag@fangraphs.com. Read the rest of this entry »


Job Posting: Tampa Bay Rays – Database Engineer / Database Administrator

Database Engineer / Database Administrator

Location: St. Petersburg · FL

We Have a Data Platform to Build. Want to Help?
We have a set of important problems we need to solve. Some are immediate; some are transformative. Some require deep expertise, while others are opportunities for someone to learn and grow, and we’re looking for people who want to help us solve them by owning the health, performance, and evolution of our enterprise data platform.

This role will primarily support and optimize our Microsoft SQL Server environment while helping design and implement our future cloud data platform in Snowflake. The ideal candidate has strong SQL Server administration and database engineering experience, enjoys building reliable data infrastructure, and is excited to help modernize our data ecosystem. This individual will work closely with Data Engineering, Baseball Systems, Research & Development, and other departments to ensure our databases remain secure, scalable, high-performing, and capable of supporting critical business operations.

This position is focused on database engineering, administration, and platform modernization. While occasional support for reporting or one-off SQL requests is expected, analytical, reporting, and statistical modeling responsibilities are minimal.

You don’t need to be an expert in everything below. Tell us what you can own today, what you can contribute to, and what you want to learn.

The challenges we’re solving
🟢 I can own this today

SQL Server Reliability & Performance

  • Keep production databases healthy, secure, and highly available  
  • Improve performance and query execution  
  • Develop indexing and partitioning strategies  
  • Manage backups, restores, disaster recovery, and database growth  
  • Improve monitoring, alerting, and operational reliability  

Database Engineering

  • Keep critical data workflows running reliably  
  • Build automated processes for data imports and exports  
  • Troubleshoot failed jobs and integrations  
  • Create repeatable, auditable data-loading processes  

Subject Matter Expertise

  • Own the dataset for a specific Baseball Operations department  

🔵 I can help build this

Our Future Data Platform

  • Help design our Snowflake architecture  
  • Develop a roadmap for moving from SQL Server to Snowflake  
  • Design data movement and migration strategies  
  • Establish standards for security, governance, and performance  
  • Help us operate a hybrid SQL Server/Snowflake environment during the transition  

Modern Data Engineering

  • Build ETL/ELT pipelines using Python, SQL, Dagster, or similar tools  
  • Automate monitoring and recovery  
  • Improve our data orchestration and workflow management  
  • Modernize legacy processes   

🟣 I want to grow into this

Maybe you’ve spent years as a DBA and want to become a data platform engineer; Maybe you’re a strong data engineer who wants to learn production database administration; Maybe you’ve worked with SQL Server but want to deepen your Snowflake expertise; Maybe you’ve built Snowflake platforms but want to take ownership of a production environment.

Tell us where you want to go.

What we’d like to know about you
Instead of asking you to just submit a resume and hope we guess what you’re capable of, we’d like you to tell us how you see yourself in this role by using the survey link below to complete your application.

All offers are contingent upon a satisfactory background check.

We are an equal opportunity employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, sexual orientation, age, disability, gender identity, marital or veteran status, or any other protected class.

To Apply
To apply, please follow this link.

The content in this posting was created and provided solely by the Tampa Bay Rays.


How Quickly Can the Mets Retool?

Tom Horak-Imagn Images

For the New York Mets, the 2026 season has been an almost unmitigated disaster. Widely expected to compete for the NL East crown, the Mets got off to a brief hot start. And by brief, I mean brief, as the season’s high point was knocking out Paul Skenes in the first inning on Opening Day against the Pirates. From there, the season unraveled like the finances of Mike Campbell from Ernest Hemingway’s The Sun Also Rises: Gradually and then suddenly.

The Mets ambled around the .500 mark for another week or so, until a 12-game losing streak knocked them firmly into the league basement, where they have mostly stayed. By the time the calendar flipped to August, they had long come to terms with the idea that they would be sellers at the deadline. Recently, though, the Mets have gone on a tear, winning 11 of their 15 games since their deadline fire sale, giving some fans an excuse to dream on a miracle wild card run. That almost recently won’t happen, but their abysmal season doesn’t have to signify the start of a long rebuild. In fact, New York teams with massive payrolls aren’t generally extended much rope, with the hope being that the club will find its way back to contention quickly. Can the Mets do that in 2027? Read the rest of this entry »


Pete Crow-Armstrong’s Huge Step Forward

Patrick Gorski-Imagn Images

If the 2026 regular season finished today, not only would a sub-.500 team qualify for the playoffs, but Shohei Ohtani’s run of three straight Most Valuable Player awards — the last two in the National League, since signing with the Dodgers — would probably end. Pete Crow-Armstrong has been absolutely on fire since late May, as substantial adjustments to his mechanics and approach have helped his offense catch up to his already-elite defense. The 24-year-old center fielder has overtaken Ohtani on the WAR leaderboard at a time when the two-way superstar has been shut down from pitching, and this week, he put himself in the history books in a few different ways.

On Monday night at Wrigley Field, Crow-Armstrong put on a particularly entertaining show against the White Sox, going 4-for-5 with a pair of home runs, a stolen base, two runs scored, and three runs batted in. Batting leadoff for the Cubs, he began the home half of the first inning by homering on Luis Castillo’s first pitch of the evening, a four-seamer on the inner edge of the plate. He singled off Castillo in the second, and after taking strike three looking on a sinker in the fourth, he drew a walk against reliever Tyler Schweitzer in the sixth, doubled off Trevor Richards in the eighth, then capped his night with a walk-off two-run homer off a hanging slider from Hagen Smith in the 10th. Read the rest of this entry »


Eric Longenhagen Prospects Chat: 8/21/26

12:06
Eric A Longenhagen: Hello internet friends, it’s that time again.

12:08
rossredcay: Ethan Petry struggled pretty bad to start at AA after getting promoted, but seems to be picking it up lately (HR in 4 straight games, 5 in last 8).  Does he have a shot to hit enough to be an everyday guy?  Or have the cracks showing in the hit tool at AA made that less likely?

12:10
Eric A Longenhagen: He’s the sort who could have window where he’s an everyday guy, think Luke Voit.

12:10
Eric A Longenhagen: Where he’s technically an everyday guy but he’s a 40

12:12
Turks Teeth: Jake Munroe looks awfully solid for an under the radar 4th rounder. Thoughts on his projection?

12:13
Eric A Longenhagen: It’s above average contact but not the kind power you’d expect from a guy slugging .500

Read the rest of this entry »


Mathemadage: Hard In, Soft Away

Brad Penner-Imagn Images

Welcome to Mathemadage, a new series where I investigate time-honored baseball adages using whatever data I can get my hands on and explore whether there’s any validity to them. I’ll apply my normal Ben Clemens mixture of a bit of math, a bit of intuition, and plenty of healthy doubt in declaring strong solutions to complicated problems. I hope to demonstrate that some of these true and others false, but I’m sure that many will end up in a suggestive but unprovable middle ground. And true to the premise of the series, we’re starting off with a fun adage that resists easy conclusions.

If you watch a baseball game from start to finish, you’re pretty much guaranteed to see a hitter get tied up on an inside fastball. “Got jammed,” the announcer might say, or maybe, “He just couldn’t get around on that one.” It’s a visual reminder of one of the pitching truisms that I learned as a kid and haven’t forgotten since: hard in, soft away.

I intuitively look for this pitching pattern when I’m watching a game. Hitters look incredibly uncomfortable when they’re trying to get their bat around a fastball in on their hands. Now that we have a few years of bat tracking data, though, I can do better than just vaguely searching for this effect. So this week, when I saw someone get jammed, I winced in sympathy and then started furiously downloading spreadsheets. Read the rest of this entry »


Effectively Wild Episode 2521: Keep Your Eye on the Small Ball

EWFI
This is a free preview of a paid episode. To hear more, please visit our Patreon.

Ben Lindbergh and Meg Rowley banter about a Chris Sale vs. Jacob Misiorowski matchup and how often anticipated pitching duels live up to the hype, a controversial fair/foul call and ball-tracking tech in baseball compared to other sports, and what stadium decibel levels say about whom baseball belongs to, then (57:26) answer listener emails about the AL MVP race, Brayan Bello’s bullpen turnaround, the highest-scoring game in which each run was driven in by a different batter, the potential downside of a closer entrance spectacle, the oldest player who could go yard in a home run derby, the value of freezing time on the field, a game between players dressed as their teams’ mascots, and what makes players fun.

Audio intro: PJ Harding, “Effectively Wild Theme
Audio outro: Nate Emerson, “Effectively Wild Theme

Link to Sale vs. Miz article
Link to Miz zone rate by month
Link to Miz velo by month
Link to Miz/Sánchez close call
Link to Miz/Skenes close call
Link to pitching leaders since 4/12
Link to Sale jersey article
Link to Ben on Sale in 2018
Link to LaRoche retrospective
Link to Alonso call article
Link to Yankees booth’s reaction
Link to Petriello tweet
Link to Tango tweet 1
Link to Tango tweet 2
Link to baseball exceptionalism wiki
Link to Kepner on baseball usage
Link to NFL measurement tech
Link to goal-line tech wiki
Link to hockey tech article
Link to FoxTrax wiki
Link to NBA tech article 1
Link to NBA tech article 2
Link to soccer connected ball info
Link to Miller/Grogu video
Link to hippo talk episode
Link to latest loudness article
Link to loudness article 2
Link to loudness article 3
Link to loudness article 4
Link to loudness article 5
Link to loudness prompt
Link to “Nothing Night” origin
Link to FG WAR leaderboard
Link to Bello SP/RP split
Link to biggest SP/RP splits
Link to 1-RBI-guys games
Link to urinalysis info
Link to Mariners derby article
Link to Ichiro derby video
Link to Clair on Appling
Link to Ben on Ichiro homers
Link to list of MLB mascots
Link to McCutchen “furries” lore
Link to listener emails database
Link to MLBTR on Anderson
Link to leaguewide games per year
Link to Small Axe Studios news
Link to Batman/Superman comic
Link to comic heroes roster
Link to Benge article 1
Link to Benge article 2

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RosterResource Chat – 8/20/26

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The AL Wild Card Mess Is Competitive Balance, and It’s Not Pretty

David Banks-Imagn Images

In 1981, when a seven-week players’ strike split the season into two “halves,” and in 2020, when the coronavirus pandemic shortened the season to 60 games, teams with sub-.500 records snuck into the postseason via expanded playoff formats created to accommodate the unique and extraordinary circumstances. No team finishing below .500 over the course of a full schedule has received a playoff berth, but the possibility looms large this year. With five and a half weeks and about 35 games per team still to play, the American League has just five teams above .500, including one — the AL West-leading Astros — that entered Wednesday right at that mark before beating the Angels. It’s not out of the question that two sub-.500 teams could make the playoffs, but for all of the owners’ carping about a lack of competitive balance, messy free-for-alls such as this are just what Major League Baseball wants.

If the postseason were to start today, the Rays (76-50) would win the AL East by five games and White Sox (66-60) the AL Central by four games, with both earning first-round byes. The Yankees (71-55) and Red Sox (68-59) would qualify as the top two Wild Card winners; as the fourth and fifth seeds, they would square off in a best-of-three Wild Card Series as they did last season. But from there, things get ugly. The Astros (64-63) are currently clinging to a two-game lead over the Rangers (62-65) atop the AL West, but with a projected win total of 82 wins according to our Playoff Odds, they don’t have much margin for error when it comes to clearing the .500 bar, and could join or surpass the 2005 Padres (82-80) and 1973 Mets (82-79) in terms of mediocre division winners. The 1994 Rangers were a whopping 10 games below .500 at 52-62 but one game ahead of the A’s (51-63) when the players’ strike put them both out of their misery, though MLB does not consider any first-place teams from the shortened season to be official division winners. That’s how the Braves, who trailed the NL East-leading Expos by six games when the strike hit, are still considered to have won 14 consecutive division titles from 1991–2005 (an assertion I take issue with, but that’s an argument for another day). Read the rest of this entry »


Arsenal Included, ChiSox Southpaw Noah Schultz Remains a Work In Progress

Kamil Krzaczynski-Imagn Images

Noah Schultz remains a work in progress. Fifteen outings and 65 1/3 innings into his major league career, the recently-turned-23-year-old southpaw has a 3-9 record to go with a 6.06 ERA and a 4.86 FIP since debuting in April. Ranked second in the Chicago White Sox system coming into the season, Schultz is currently doing more fine-tuning in Triple-A, having been sent down to Charlotte earlier this month.

Two days before his August 8 demotion, I caught up to the 6-foot-10, high-ceiling hurler to ask how much he has learned about pitching since being drafted 26th overall in 2022 out of an Oswego, Illinois high school.

“A ton,” Schultz replied. “I didn’t know anything when I signed. I didn’t know anything about metrics. I knew that spin rate was good — I knew that I spun the ball well — but that was about it. Velo and spin rate. So, I’ve definitely picked up a ton over the past few years.”

Enough that he would now consider himself a data nerd? Read the rest of this entry »