Friday, December 31, 2021


Three weeks ago we showed you numbers that demonstrated the escalating decline of starting pitchers' in-game innings pitched (in particular, the decline of 6+ IP outings). We promised to provide some more details on that--and we race the ball coming down in Times Square heralding a new year where the prospects of an interrupted season are as high as they've been in more than a quarter-century. (Talk about dropping the ball...)

Anyway, here's a chart that doesn't give you all of the team data (too all over the map over the period covered to provide a succinct, coherent pattern) but focuses on the top end--both in terms of the greatest number of 6+ IP games over the 2010-21 time frame, and in terms of the teams with the most success (defined here as the teams that made it into the World Series).

The patterns that emerge here are as follows: the teams with the highest number of 6+ IP starts are still reasonably robust (83 in 2021, despite the pronounced desire on most managers' part to be extra careful with starting pitcher workload), and that World Series teams have had a mostly consistent pattern of exceeding the MLB average for this stat by 12% over the past twelve years (nine of twelve years, and e should probably throw out 2020 due to the "very special" nature of that "season").

We won't post all the data, but when we look at the 30 MLB teams in 2021, the sixteen with winning records averaged 66 games where the starter went 6+ IP; the fourteen teams with losing records averaged 51 such games. So you can conclude that better pitchers still get a chance to go longer into games. Some of that could be that their best games get them into the seventh inning before they go too deeply into the "third time through" the batting order; or we might conclude (or, at least, surmise) that managers are not yet as slavish about that concept as certain fellow travelers of the Tango Love Pie™. 

If baseball manages to play a full season in '22, we expect the 6+ IP numbers to go up, possibly back to levels seen in 2018-19. We'll monitor that--if the labor situation permits. Stay tuned...

Wednesday, December 8, 2021


You've heard quite a lot about how starting pitching is akin to a endangered species, what with terms such as "opener" and "bullpen days" being bandied about over the past few years. 

Of course, "starting pitching" can never disappear from baseball, no matter how embattled those individuals may be, since a baseball game simply has to have someone take the mound in the first inning. (Unless they abolish the first inning, of course--and let's not give Rob Manfred any more cockamamie ideas: he already has enough for several lifetimes.)

But clearly something is happening to starting pitching--or, at least to starting pitchers--thanks to more of that "neo-sabermetric innovation" that has produced a series of distorted strategies via a cascade of domino effects that would have made John Foster Dulles a happy camper. 

Our task here: to document the recent changes in starting pitcher performance as manifested by a simple measure--the number of innings they are allowed to throw in any given game. We present data from the 2010-19 decade, along with the same numbers for 2020 and 2021.

This is the time frame in which the complete game went the way of the dodo bird, so you'll note that we lump games started (GS) into a catch-all category where the starter goes six or more innings. When we follow that number across the time frame, we notice that the total has dropped from being nearly two-thirds of all games down to just over one-third of all games.

You'll note that these tendencies, as measured in all of the breakouts shown above, are distorted by the pandemic-plagued 2020 season, which imposed extreme variants of "pitcher ecology" into the mix. In 2021, there is bounce-back in the "6+ IP GS" data, and it is enough of a recovery that we might expect it to continue in 2022 despite the widespread application of "two times through the batting order" stricture that is strangling discourse of late. 

Note that the percentage of pitchers getting into but not completing the sixth inning (as shown in the row summarizing the "5-5.67 IP GS) has seen a more incremental rise over the period.

One figure we probably should've put into the chart is the sum of the top rows, to show how many starting pitchers still make it into the sixth inning, since it's a measure that shows more of what the true impact of such strategic behavior produces. That number doesn't dip below 80% until 2016 (79%), but in the "thrust-counterthrust" of the launch-angle explosion in 2017-19 drops down to 71% in 2019. In 2020 starters were coddled due to the uncertainties that existed due to the long layoff between spring training and the start of the season, resulting in a drop below 60%, which in 2021 snapped back up to 66%.

And, finally, the new "trend" where the "two times through" mantra has asserted itself: games where the starter goes less than five innings. This is broken out in additional detail to separate games where the pitcher is ineffective (giving up 3 or more earned runs in the outing) with those where the pitcher is most likely being removed in lockstep with the "two times through" dictum.

The data shows that short starts have more than doubled since 2010, but that it didn't start to become a noticeable "two times through" phenomenon until 2018, when it began to be employed in response to the launch-angle explosion. That number spiked in 2020 and has resulted in the terminology associated with the practice becoming almost unbearably ubiquitous. It may be good news that those numbers subsided in 2021, but the numbers are still much higher than they were, even in 2017-18.

Shorter and ineffective starts have increased incrementally since 2010, but it's easy for us to forget that run scoring levels in 2010-15 dipped down to levels often well below 4.5 runs/game, which seems to be baseball's unspoken Maginot line (witness the widespread squawking about "anemic offense" early in the 2021 season when run scoring was under 4.5 runs/game, albeit accompanied with startlingly low batting averages). 

Overall, the use of short but effective starts has tripled since 2010, with the number really going through the roof in 2019 (in what must have been a response to the most egregious point in the launch-angle explosion). 

We'll want to track the <5 IP starts in '22 (assuming, of course, that there actually is a '22 season: Manfred and his merry band of robber barons are hard at work following their mentor Dulles with a "brinksmanship" variant of labor negotiations that is apparently a plutocrat's wet dream) as that will tell us if an increase in starting pitcher effectiveness will drive down the knee-jerk application of the "two times through" mantra. 

A bit later we'll return to this data, looking at it at the team level, to see if this approach is confined to a few teams, or if it actually is as widespread as the media folks would have you believe. Stay tuned...

Tuesday, December 7, 2021


Breathtaking hypocrisy & CYA (hint: this is not the acronym for the Cy Young Award...) commingled this past weekend when the kluged-up committees assembled to "rectify" long-standing oversights and voting errors in baseball's Hall of Fame--and gave their shabbiest performance to date. 

The committee once again left Dick Allen hanging, one vote shy of admission. It smacks of a set-up, just as the postponement of the vote in 2020 when Dick was losing his fight with cancer robbed him of being inducted while still alive.

Meanwhile, the committees selected four other men of color (Buck O'Neil, Bud Fowler, Minnie Minoso, Tony Oliva) as a massive form of overkill to deflect from their real message--which is that "uppity" folk will continue to be punished until "morale improves."

Meanwhile, the giddy Joe P., finally able to stop his ceaseless proselytizing for O'Neil (a fabulous ambassador for the Negro Leagues elevated to stardom by his performance on Ken Burns' documentary, but middling as both a player and a manager), suggested that the committee elected Oliva and Jim Kaat because they wanted to "elect people who were alive."

You see the problem with that statement, right? If the committee had met in 2020--which they easily could have done virtually, as everyone else in the world has been doing since the early months of the pandemic--they could have elected Dick Allen while he was still alive.

Of course, Dick probably would have fallen one vote shy at that point, too.

Minoso received an excess number of votes compared to the other candidates, which suggests that there was some hanky-panky in the back room.

Jayson Stark handled the ongoing situation vis-a-vis Dick with kid gloves at The Athletic: it's a useful read, because it points up just how bad things are in the "committee world" of the Hall of Fame. Oliva and Gil Hodges were elected with less than 2,000 career hits (just like Dick), and with significantly lower league-relative stats. Their election opens a Pandora's box of ersatz candidates that will further plague the process as it goes forward.

Hodges is a sentimental favorite here, but that is mostly due to his stewardship of the 1969 Mets. The Hall of Fame needs a place for managers who preside over miracles: Hodges should join Fielder Jones and George Stallings as part of a wing created to celebrate the great upsets in baseball history. These feats are dismissed in a hyper-cynical age, but they are an integral part of the lore of the game. 

Hodges shows up well in a performance comparison of first baseman during the span of his career, particularly from 1948-59, but it was also a time of transition at that position.

Elsewhere in the committee's assault on basic logic: why Kaat and not Tommy John? John has the human element in his favor--recovering from what was previously a career-ending injury to come within shouting distance of 300 wins. The procedure pioneered by Dr. Frank Jobe is not called "Jim Kaat surgery." 

Kaat has fewer wins than John, and a lower league-relative ERA (108 to 111). Arguments can be made to include or exclude both, but not one in lieu of the other

Meanwhile, the Socratic Gadfly reminds us that the early years committee, with its conveniently nebulous portfolio, went CYA with Fowler and O'Neil while once again snubbing Bill Dahlen (at or very near the top of nineteenth-century shortstops) and Bob Caruthers (in the "age of Ohtani," a peak candidate of breathtaking short-term accomplishment on the mound and at home plate).

(Note that the last player from the nineteenth-century major leagues to be enshrined in Cooperstown is Bid McPhee, who was waved in the side door back in 2000.)

It's inarguable that Fowler was among the very first victims of racial discrimination in organized baseball. That incontrovertible certainty outstrips our incomplete knowledge of his on-field prowess.

But the fact that two African-Americans were selected as part of a PR blitzkrieg undertaken by MLB to deflect from its ongoing woes while the rest of nineteenth-century baseball is summarily ignored tells us that "history" is being cynically stage-managed by the "powers that be."

The stench continues, and has at least another five years to waft ignominiously in the air until these committees are reconvened. Frank Frisch, much vilified by Bill James (even as he reached his lowest moment with his execrable, borderline libelous commentary about Dick) can now peer out from his casket and smirk at how "history" is repeating itself. 

So much stench, and so much blighted eternity...

[UPDATE 12/12]: Joe P. has again attempted to have his cake and eat it too in his recent blog post about the Hall of Fame, where he suggests that it was "liberating" for Buck, Gil, Minnie and Tony to be inducted. The question is: "liberating" for whom? We're all happy as f*ck for you, Joe: you got what you wanted--but at what cost to so many others? Many now await endless campaigns for the Steve Garveys of the world, with little logical recourse to prevent the roster of inductees from tripling over time as the folks who run the Cooperstown boondoggle will be sorely tempted to allow such a process to accelerate, all in the name of bringing more fans (and $$) into their picturesque little neck of the woods. Joe, as always, fails to see the real ramifications of what is likely a Rubicon event: that this is a "ca-ching" moment, not an "ah-ha" moment.]

Monday, November 8, 2021


We promised you some additional data pertinent to World Series HRs; lo and behold, we're actually following through on that promise...

First, the table with overview information. As you'll see, the 2022 World Series will definitely produce the 1000th WS HR. (We haven't looked yet to see how many HRs have been hit in the pre-World Series post-season since 1969, but it's got to be a good bit past 1000 at this point...we may follow up on that during the off-season at some point.) 

A key column in the data is marked %WT HR...that's the one giving you the percentage of total HRs hit by the winning team in each WS. The grand total shows that winning teams have hit 55% of the HRs that have occurred in the WS, with the HR/G per team average now settling in at .72 (...if you're calculating at home, remember to multiply that G total by 2 in your equation to get homers per game per team).

As you'd probably expect, that average HR/G total has been rising over time, as the various time slices indicate.

Next we have the opposite table from what we showed you in the last post. Here are the teams who were out-homered the most in the World Series and still managed to win. Oldsters are not going to be surprised to discover the 1960 Pirates on this list, setting a "WS homer deficit" record (-6) that stood until the Angels knocked off the Giants in 2002 despite a deficit score of -7.

Such a scenario has remained viable in the twenty-first century, as you'll see by noting the fact that four of the seven teams with the greatest negative differential are post-1999 teams. Of course, 2015 was a more different brand of baseball than what we've experienced over the past five years.

Having seen this list, you may be wondering just how monolithic the HR differential is in helping to determine the WS winner. We have a nifty little chart that summarizes all of those differentials in terms of the WS winners and answers that question for you.

Read this chart from left-to-right in the top row from 9 to 1 (these are the absolute values for the HR differentials. This row shows all the teams that won with a positive HR differential--marked WT (+). Then read right-to-left on the bottom row to see the number of teams that won the WS with a negative HR differential--marked WT (-).

The totals for each row tell you how many times teams with positive & negative differentials won the WS. That 61-to-33 looks very decisive...but we need to include those WS where the differential was zero. As noted in the far right column, that figure is 23. (For completists, the years in which teams hit the same number of HRs in the WS are as follows: 1905, 1906, 1907, 1909, 1912, 1918, 1921, 1923, 1926, 1934, 1943, 1948, 1971, 1974, 1981, 1985, 1990, 1991, 2000, 2001, 2007, 2018 and 2019.)

So your half-empty/half-full perspective on this aspect of WS performance hinges on where you attach those zero differential games. Do you say "teams that hit at least the same number of HRs as their opponents in the WS win the series 72% of the time" (84/117), or do you say that "teams that outhomer their opponent in the WS win the series 52% of the time" (61/117)?

We'll let you decide. Note, however, that WS teams who outhomer their opponents by three or more HRs have won nearly three times as many WS as the teams who are outhomered by their opponents by three or more HRs (35 to 12). 47 of the 117 WS fall into that category, or 40%; that means that the HR differential range from 0-2 accounts for 60% of the WS (70 of 117). 

With that, you are free to go gentle into that dying of the light known as the off-season. 

--Or not...

Thursday, November 4, 2021

IF YOU'RE THINKING THAT SOMETHING WAS LOPSIDED... the World Series you just saw (or, for that matter, boycotted)--

You'd be absolutely right.

The Atlanta Braves tied a record for the greatest differential in HRs hit in the World Series by the series winner as they wrapped up the '21 Fall Classic with three more round-trippers in their 7-0 Game Six win.

As the table at left tells you, the Braves outhomered the Houston Astros 11-2 over the six games, making for a differential of +9 for the winning World Series team.

The only other time that a winning WS team hit nine more HRs than the losing team was back in 1956, when the Yankees hit 12 HRs in their 7-game win over the Brooklyn Dodgers, who hit only 3 HRs.

If you go by percentage of HRs hit in World Series--perhaps the ultimate stat pertaining to "home run dominance"--then the Braves come in fourth, with 85% of the total homers hit in the '21 World Series. The 1939 Yankees hit all seven of the HRs hit in the World Series that year, pushing past the record they'd set in 1928, when they'd hit nine of the ten HRs hit. (The Philadelphia A's hit 86% of the HRs hit in the 1929 World Series, rounding out the trio of winning WS teams with a higher percentage of the total HRs hit than the '21 Braves.)

Hard to say which was more impressive--the number of HRs that the Braves hit, or the number of HRs that they allowed to the Astros, who were no slouches in long ball department during the regular season (221 in '21).

We'll come back with some additional data about home runs in the World Series in a subsequent post.

Thursday, October 28, 2021


Two games into the World Series, and even the mainstream media (Andy McCullough at The Athletic) is tumbling to the possibility that this year's clash between the Braves and the Astros might not produce any "stellar games" even as it appears that the two teams might fight it out all the way to Game Seven.

"Stellar games" is a proxy for games that are decided by one run. Of course, there can be memorable games that don't wind up in that category: walk-off homers with men on base are still exciting, even if the winning team's margin is greater than a single tally. But we still use the one-run game as the benchmark for a particular type of ambient, lingering tension that keeps the outcome in doubt until the last pitch.

It seems paradoxical that a post-season series that goes to its limit (five or seven games) might not be all that riveting despite a "win-or-go-home" finale, but it does occasionally happen. Of course, it could all turn around for the Braves and Astros over the weekend, and nailbiting games could come into play; but we have two rather lackluster games in the book thus far, which creates the possibility for a peculiar form of boredom.

To get a closer look at this phenomenon, we did what we always do: we created a table filled with data. There have been exactly forty World Series that have gone all the way to seven games (leaving out those few years when the Fall Classic was expanded to a best-of-nine), and we've captured the run differentials in all 281 games (yes, 281: there was a tie game in 1912 that forced a "Game Eight"--that one we've included.

So here they are, and they've been sorted in a way that creates an admittedly crude quantification of "an excitement index" for each of the forty 7-game series. (Some may wish to call it "the boredom index": we salute you by raising our half-empty wine glass.)

As noted, it's simplistic. We capture the number of games where the contest is decided by one run, and the number of games where the contest is decided by four or more runs. We record that info, we place it side-by-side, and we subtract the number of 4+ run differential games from the 1-run differential games. 

That gives us a value (in the column at the far right of the table called "DDIF") that suggests (as opposed to insisting) a range of excitement based on the relative abundance of one-run games.

When we sort by DDIF, we make our suggestion into a crude assertion--and we now assert that the 1972 World Series between the Oakland A's and the Cincinnati Reds, which featured six games decided by one run and one blowout (Game 6, decided by seven runs) is the "most exciting" World Series of all.

Now, of course, you don't really remember that series, do you? You may remember the 1991 World Series between the Twins and the Braves, which featured five one-run games, including two such games in Games 6 and 7 (which is a nuance that might need to be incorporated into a method such as this).

Or you are perhaps even more likely to remember the 1975 World Series, which had two blowouts but five one-run games, including that epic 12-inning Game 6, followed by a nail-biting Game 7. 

So we can posit that World Series that go seven games seem more exciting if the final games are close (read: one-run games). Thus the 1971 World Series, with its closing one-run contests in Game 6 and 7, is another one that's memorable for this dynamic. It joins 1924, 1975 and 1991 as the only seven-game series to end with two one-run games.

On the other end of the spectrum, we have the Fall Classic where there are no one-run games. In a nice touch of symmetry, there are four such World Series: 1931, 1965, 1968, and 1987. Of these series, it's 1965 that has the most blowout games: six. (Only the low-scoring Game 7, a 2-0 final where Sandy Koufax pitched a shutout on two days' rest, escaped the peculiar lack of tension within the games as they played out in a see-saw pattern; 2 wins for the Twins, 3 for the Dodgers, 1 for the Twins, 1 for the Dodgers. So the outcomes of the games can produce some tension as to who will win, but that doesn't ensure that the individual games will be particularly exciting.)

Examining some of the patterns here, particularly in terms of the 7-game series that started with two blowouts (which the 2021 WS has joined, with its 4 and 5 run differentials), shows us that the only hope that we have for a result that winds up high on the DDIF sort would be for the next five games to be one-run games. Of course, that has never happened--no one has closed out a 7-game WS in that way. Only one Series--that unheralded one held in 1972--has ever had five consecutive one-run games (the A's and Reds did that in Games 1-5 of that series).

No one else has had four in a row. But there are a number of three one-run games in a row incidences: though you can pick them out on the chart (we bolded the one-run games), we'll give you the full list: 1991 (G 2-4); 1975 (G 2-4); 2001 (G 3-5); 1947 (G 3-5). We've never had a G 5-7 sequence in which the games were all one-run outcomes. (The closest: the 1952 WS, where the Dodgers and Yankees had one-run games in G 5 & 6 and a two-run outcome in G 7.)

Now that would be a nice way to relieve the boredom, right? Let's suggest that our teams get busy and give us something new under the sun to close out this topsy-turvy year. 

Thursday, October 14, 2021


 ...will not be the 2021 Giants and Dodgers, despite what will turn out to be an even two dozen games that they've played against each other this year. 

That total ties the number of games played between the Dodgers and the Braves (still in Milwaukee) in 1959, where the two teams played 24 times (including a two-game playoff). But it's not the all-time record for most games played by two teams in a single season. That total (including post-season play) is 26--held by the Yankees and Red Sox, who did this in 2003 and 2004 thanks to two seven-game Championship Series.

But what about the most games played by two teams in a regular season? Clearly we wouldn't be writing any of this if it simply turned out to be those 1959 Dodgers and Braves. (The Dodgers, by the way, won 14 of the 24 contests played between those two teams that year.)

Have you got it? Yes, it happened exactly 70 years ago--1951, to be exact--when the Dodgers and Giants played 25 games against each other: 22 as regularly scheduled, and three more in a playoff series memorable for Bobby Thomson's walk-off home run.

That game capped an incredible comeback run by the Giants, who'd been 13 games behind the Dodgers as late as August 11, 1951--and who were still six games back as late as September 14th, at which point they won 11 of their next 12 games to wind up in a tie.

But the story of the Giants-Dodgers head-to-head competition in 1951 is as riveting and unusual as the playoff series itself. We examine some aspects of those 25 games in what follows.

First, the Giants got off to a terrible start in 1951, in large part due to losing their first five meetings with the Dodgers. At that point in the season they were 2-12 and nursing an eleven-game losing streak. (The Giants had blown leads in each of their three games vs. the Dodgers at the Polo Grounds on April 20-22, and lost two more at Ebbets Field before getting off the schneid thanks to a six-run first inning against two forgotten Dodgers--Chris Van Cuyk and Earl Mossor--en route to a 8-5 win.)

They would not win another game in Ebbets Field until September.

In late June, the Giants had turned around their season and entered a three-game series with the Dodgers at the Polo Grounds only 5 1/2 games behind the Dodgers. This series was an odd premonition of what would occur at the end of the year, with a similar "rubber game" on June 28th that the Giants won 5-4 thanks to a three-run homer--by Monte Irvin, however, not Bobby Thomson, which turned around the score in the bottom of the eighth, not the ninth. Consider it a practice run for what would happen three months later...

However, the Giants then proceeded to get their hats handed to them six times in a row at Ebbets Field--in a three game series on July 4-5 (including a doubleheader sweep on the 4th) and again on August 8-9 (including another doubleheader sweep on the 8th, made especially frustrating in the second game of that twin bill, where the Giants had rallied from a four-run deficit in the late innings only to lose in the tenth inning). In the game on the 9th, they'd blow a 5-3 lead and wind up losing 6-5 despite drawing a total of 15 walks in the game--and having Whitey Lockman thrown out at home trying to score the tying run in the top of the 9th.

At that point the Giants' record against the Dodgers overall was 3-12, and 1-8 in Ebbets Field. After that bitter 6-5 loss, they were 12 1/2 games out. Two days later it would reach 13, at which point the Giants would embark on a sixteen-game winning streak, including a sweep of the Dodgers at the Polo Grounds in three tightly contested games, won by the Giants by scores of 4-2, 3-1, and 2-1 (that last one being a memorable duel between Sal Maglie and Don Newcombe, with what proved to be the winning run coming on a Newcombe wild pitch).

At the beginning of September the Dodgers returned to the Polo Grounds for a two-game series and were routed each game (8-1 and 11-2), led by the unlikeliest player ever to hit five homers in two games: Giants right fielder Don Mueller, who hit three in the first game and two in the second. The Giants were now suddenly just five games back.

A week later the Giants were back at Ebbets Field, where they (of course) lost, a 9-0 rout, with Newcombe shutting them out on just two hits. The next day, September 9th, was pivotal, however: Irvin hit a two-run homer off Ralph Branca in the fourth, and Maglie made it stand up, scattering eight hits and four walks in a 2-1 win that was sealed by a game-ending double play with the tying run on third base. Without this win, the Giants would've come up short despite their 12-1 season-closing drive.

Going into the playoffs, the Dodgers had won the season series 13-9 thanks to that 9-2 cushion at home. They'd suffer an uncharacteristic loss in Game 155 when Irvin and Thomson hit homers off Branca and Jim Hearn allowed only a second-inning homer to Andy Pafko--sounds like a 2021 game, doesn't it--and the Giants scored a precious third win at Ebbets, 3-1. The Dodgers drubbed the Giants 10-0 in the second game behind Clem Labine in the first of two at the Polo Grounds. (The second game you may dimly remember due to its containing what is still called The Shot Heard Round The World.)

Not a catch-22, but a catch-24...
The head-to-head breakouts of hitting stats in for the two teams, separated into performance totals at each ballpark (excluding the three playoff games), show that the Dodgers were tigers (Tigers?) at the plate in Ebbets vs. the Giants that year, hitting 21 HRs in eleven games and combining for a .306 team average (that includes the pitchers, whose stats aren't shown). The Giants, led by the unlikely long-ball assault from Mueller, hit 17 HRs at the Polo Grounds; more crucially, their pitchers limited the Dodgers to a .206 team batting average, which helped them to win seven of the eleven regularly scheduled contests in '51.

Twenty-year old rookie Willie Mays was not a major presence in these games, though that would change soon enough: after hitting just .197 in all 19 games (including the three playoff games) against the Dodgers in '51, he'd return from the Army in 1954 to club 10 HRs in 22 games against Brooklyn, hitting .378 as the Giants turned around their season series with the Dodgers, going 13-9 against their crosstown rivals en route to a five-game cushion in the pennant race. And there was something about a catch, too--not a catch-22, though, just a catch--you might have heard of it...

Monday, October 4, 2021


We'll look at baseball's 2021 run scoring patterns in a post later in the month, but for now let's wrap up several of the "minutiae" that we've presented intermittently over the season.

The M's win! (the Pythagorean lottery sorry!) Hell, a team whose Pythagorean won-loss record works out 76-86 has no real chance of lighting up the post-season, so the Mariners' shot at entering the playoffs would've been a fluke anyway. As it turned out, the 2021 M's are officially the luckiest team ever, having won 14 more games than Daddy Pythag says should be the case.

That does leave the question of what team that made it all the way to the World Series had the most Pythagorean luck. Of course, we have the answer to that and a bit more: here are the eleven (11 as in seven-eleven, for those of you who blow your dough blowing on dice...) luckiest teams to play in the Fall Classic. As you can see in the column at the far right of the table, seven of the eleven teams were defeated by their less-lucky opponents.

This year's luckiest playoff team? After a long stretch with the Red Sox in the lead, it turns out to be the Yankees (+6.46, for those of you who crave extra precision). Next: the Cardinals (+5.27), then the Giants (+4.13) before we get to the Red Sox (+3.55).

More interesting, perhaps, are the playoff teams (or near-and-yet-so-far teams) at the other end of the luck spectrum. The White Sox (-4.36), the Astros  (-5.68) and the Braves (-6.02) all played a good bit under their Pythagorean projections. The biggest underachievers, however, were the Blue Jays (-7.82), who projected to win 99 games but came up one win short of a post-season tumble.

Austin Adams quietly hits...the road. After setting a record (of sorts) with by completing a "double Dunkin" run of 24 HBPs, the burly Padres reliever found himself collecting splinters down the stretch as San Diego collapsed in September (7-21). Do not be surprised if Adams is elsewhere in 2022...

The fate of those "fat pitchers"... We will spend more downtime in the off-season refining our search for all the "chunky chukkers" in MLB, since there is clearly a "coverage gap" in this all-important area. (We need to keep tabs on all the guys with "gut hang"...)

Of the two showcased at the end of July, lefty Nestor Cortes Jr. had the more successful run, becoming a steady member of the Yankees rotation down the stretch. In 12 starts from July 28 to the end of the year, Cortes fashioned a 3.31 ERA, with the Yanks going 8-4 in those games. He struggled a bit with the HR ball, but who didn't in 2021?

His righty counterpart Paolo Espino was not so successful for the depleted Nationals, but they gamely kept him in the rotation despite a poor August (7.36 ERA) and he perked up a bit in September. It's another story of dogged perseverance for Paolo--the only man named Paolo to play in the big leagues--he finally stuck for a full season in the majors at the age of 34. Never overpowering even when young, Paolo will probably remain in the majors for a couple more years because he demonstrated versatility (pitching better in relief before being thrust into the rotation), but he probably won't get another such stretch as a starting pitcher (snif!).

The "smallfry" renaissance fizzles a bit: So the short folk did not, in fact, create an oasis of tiny excellence as we'd hoped might be the case previously. Cedric Mullins' slump in September dropped his OPS+ down to 135, pushing him off our list of tiny 140+ achievers. The man who managed to make it for the smallfry is Jose Ramirez of the Indians (probably the last time we'll use that embattled nickname in the semi-present tense...) who had a fine year (36 HRs, .536 SLG) and posted a 141 OPS+.

Other well-known smallfry final OPS+ numbers are as follows: Mookie Betts 128 (injury-prone season), Jose Altuve 127 (31 HRs), and--in ~440 PA, a surprising, unsung season from the A's Tony Kemp (5'6", 160 lbs.) at 126, easily the best year of his career. All in all, it was a solid showing from the little big men, but it fell short of what we'd been hoping for back in July.

The 50+-HR-a-month club grows a bit more: That total moved upward again in '21, as five teams clustered up over that line in September (we'll cover the "hot" month a bit later when we return to MLB run scoring levels/patterns...), bringing the all-time total of 50+ HRs-in-a-month incidences to 90. The 60+-HR-a-month club moved up to three all-time when the Blue Jays slammed 66 in September, placing them second all time behind that insane Yankees performance in August 2019 (74).

Sunday, September 26, 2021


We were reminded that the 2021 Seattle Mariners are poised to be one of those "backward" teams that occasionally surface out of the smooth surface of common sense, baseball division. With just a handful of games left in the season, the M's were assured a winning record despite scoring fewer runs than their opponents.

And, according to the Pythagorean Won-Loss projection (a tool Bill James developed before he signed on with the Red Sox and slowly deconstructed his toolbox), it's not just one of those wispy, "just over the line" type of things--where they go 82-80 and score ten fewer runs than the opposition. As of the other day, the M's "luck" number (as opposed to their "lucky" number) was 13--according to Pythagoras (last seen with a ball and chain as opposed to a bat and ball) the M's have won 13 more games than they "should" have based on their runs scored/runs allowed ratio.

So we thought it would be of interest to determine just how extreme this divergence actually is. Are the M's in the top fifty of teams who've defied gravity in this manner? Fortunately, the folks at Forman et fils (you know them as Baseball Reference dot com) have continued to compile this data, thus permitting us to refresh our memory.

Which definitely needed refreshing, because as it turns out the M's are close to making baseball history. The chart of the "luckiest" teams (actual wins minus "Pythagorean wins" = "extra wins via luck") shown at left indicates that the M's are #2 in the entire history of the game with respect to "luck." (And stop the presses: the M's 14-1 loss to the Angels last night has currently pushed them ahead of the 1905 Detroit Tigers in this category...if you are willing to believe that wins, whether real or theoretical, can be measured using numerals on the right side of the decimal point.)

If one stops to think about it, you won't be surprised to discover a number of pennant-winning/post-season teams showing up on this list. The 1905 Tigers represent the recessive counter-trend, a bad team lifted into mediocrity via good fortune. But of the twenty-four teams since 1901 whose "luck" has rounded up to a total of at least ten extra wins over a season, a total of nine have been post-season teams--most recently (and most spectacularly) the 2016 Texas Rangers, who won 95 games despite scoring only eight more runs than their opponents that year. 

The M's aren't going to make the post-season this year, but they just might end up with the all-time "lucky" number, which is at least a kind of consolation prize. But another look at the chart reveals that the M's 2018 team also ranks extremely high in this rarified corner of the baseball world: the 2018 team ranks eighth all-time in terms of "luck,", with an LQ ("luck quotient") of 11.56  And the 2000 edition of the M's is in 22nd place at 9.83. Is there something about the weather patterns in that latitude region that clusters these events in such a way that one franchise would reach the top echelon of this list three times within twelve years? Look the list over, and you'll find no other team with more than two appearances on it.

So what is the likeliest reason for this "luck"? Most of the teams here had very good to outstanding records in one-run games. In fact, the 2016 Rangers hold the all-time record for highest WPCT in one-run games (.766, or 36-11). The 2012 Orioles were the former holder of this record (29-9, or .763), breaking a record that had been held for over a hundred years by the 1908 Pittsburgh Pirates (33-12, .733). 

Following up on the teams listed here will provide the baseball wanderer with a series of intriguing reasons why/how these teams managed to overachieve. Sometimes it's a vulturing bullpen, with more wins in relief; sometimes it's an unusually lucky record in extra-inning games. Whatever it is, it's almost never reproducible: the closest we can find in the database are those two D-back teams, each with LQs over 11 within two years of each other.

We'll look at "unluck" sometime during the post-season, and provide an update as to whether the '21 M's set the record for baseball's luckiest team. Stay tuned...

Sunday, September 19, 2021


Here's just a quick look at the data relevant to the question posed in the title...we've included Tampa Bay, San Francisco and Houston because they are all still in the hunt for a favorable slot in the post-season, as opposed to grabbing a wild-card slot. 

It's been a fluid year, and despite whatever misgivings one might have about the state of the game on the field, the higher quantity of teams still in the hunt for the post-season does mitigate those concerns, as the emphasis shifts to specific teams and their need to win.

Here is the data, with the explanation for the color coding following below:

Dark orange represents home games against teams still in the playoff hunt.

Light orange represents home games against teams no longer in the playoff hunt.

The darker shade of blue represents road games against teams still in the playoff hunt.

The lighter shade of blue represents road games against teams no longer in the playoff hunt.

When one eyeballs the color coding, what emerges is that the Red Sox, who've been floundering for much of the second half of the season, seem to clearly have the easiest set of opponents, even though they are playing the most road games. The problem for them, though, is that they are not an especially good road team.

The teams with the toughest remain schedule appear to be the A's and the Padres, with the Yankees next. The Rays are right there with them, but Tampa has a 7 1/2 game lead and a fold now would be something akin to the phamous phold by the Phillies back in 1964.

Speaking of the Phillies, they still have a chance to overtake the Braves, who've lost four in a row going into today's games. One senses that only one of the two NL East teams will make the playoffs. In the NL Central, the Cards have opened a lead, but they have a tougher remaining schedule than the Reds. These two teams are likely vying for the somewhat dubious chance of playing either the Giants or the Dodgers in the wild-card "bakeoff" game.

The team not yet discussed: the Blue Jays. They have a reasonably favorable schedule, and their team has been coming together more consistently than any of the others in the AL East. They have what people like to call an "exciting young club," and Vlad Jr. looks like a chip off the old block. 

No predictions here, but if rooting from knee-jerk underdog mode, one might hope for a finish like this:



(We flipped a coin between CIN and STL, and our pal Brock Hanke--born, raised, and all-life resident in St. Louis, intercepted the coin in mid-air.)

Your mileage may vary, of course. Regardless of how it turns out, a baseball September of anticipation is something to savor. With so much other unwanted uncertainty, here at last is some suspense that we can actually enjoy: go for it.

Sunday, September 12, 2021


It's a truly bizarre story that will certainly be mainstream by the time you read this: Padres reliever Austin Adams, possessor of an "unhittable" slider, is on the brink of the most astonishingly extreme seasonal record in baseball history.

Earlier today, Adams hit three batters during a relief appearance against the Dodgers (in a game the Padres lost, 8-0). That brings his total number of HBPs in 2021 up to 23 and counting, which apparently ties the "liveball era" (1920-) record for HBPs in a season. (The record since 1901 is apparently 27, but is much higher than that when you go back into the nineteenth century, when some pitchers accounted for 80% of a team's IP in a single season).

The first staggering fact about Adams' 23 HBPs is that they have come in just 48 IP, a ratio that is so elevated from the pace of any other pitcher with similar HBP totals that it beggars comparison. (OK, OK: let's think about the wheelbarrow as opposed to a rocket ship...that should be about right.) 

The second staggering fact is that, until 2021, there was little or no indication that Adams would suddenly corner the market in plunking batters. Without a doubt, he's been wild at every stop on his way to MLB: he had a lifetime 5.8 BB/9 in the minors. He'd hit 32 batters in 340 minor league innings. But prior to this season, he'd hit just 2 batters in 42 lifetime IP since making the majors in 2017.

As noted, Adams' slider, which now seems to be spinning out of control at a rate exceeding even the diligent overreach of the Statcast crew, is "unhittable." Of course it is: he's hitting so many batters that nobody can take an actual swing against him. 

Right now, Adams is on the cusp of another unthinkable record: he might actually wind up with more hit batters than hits allowed. His totals are now officially in a dead heat--23 apiece. 

Our first guess is that he's another victim of the Spider Tack™ crackdown: without enough "stick-um" to center his "eccentric, high-spin slider," he's simply at sea right now. But his '21 game logs don't really support this idea--his HBPs have been coming at a regular interval throughout all the months of this season: it's not as if he's just suddenly hitting everyone he faces in a parallel variant of "Steve Blass Disease." Of course, now that he has entered the record books and will be receiving national attention, this might mushroom further...we'll just have to see how it plays out.

The Padres, in a September tailspin that's put their post-season chances in jeopardy, are likely to make Adams' appearances a good bit more scarce. (Today's appearance came in a game where San Diego was already down 7-0.) But team rosters are tighter in September than has been in the case in the past, so they may not be able to just sit him down. Stay tuned...

Extremity (and its diabolical cousin, extremism) seems to be radiating itself ever more insistently into people's lives, and Adams' sudden case of target practice is merely a surreal reminder of that fact. In most cases, extremity/extremism takes time to build up (and this is a good time to remind Ben Lindbergh that he's still wrong about his dismissal of the "frog in pot" syndrome--it's called metaphor, Ben!)...and once allowed to fester for a foothold, it can explode into a forbidding level of prominence. To take a Jackie Robinson quote out of context: "baseball has done it!"--and we're here to show you just another example of that, so you can see what the "heroes and villains have done done" this time.

Those enamored with those pesky Three True Outcomes often overlook that the rise of the phenomenon applies more to one segment of that troika than the others. Namely, strikeouts. How the "frog and boiling water" metaphor applies here can be measured is by counting how many hitters are allowed to play at least semi-regularly while amassing a staggering percentage of strikeouts per plate appearance. 

As hard-throwing relievers proliferate and their percentage of inning pitched increase, strikeouts have soared. While there is a small sliver of hope that the rate of this increase has finally slowed, it's still instructive to see what has happened to the game's attitude toward hitters who swing from their heels with ever-increasing abandoned and rack up K/PA ratios that would have stupefied even 1960s-70s ballplayers, much less "inside baseball" ideologues like Ty Cobb

Striking out in a third of one's plate appearances for any batter with more than 200 plate appearances in a season simply didn't happen for 111 (that's one hundred and eleven) years after the founding of the National League (1876). It first occurred in 1987, when Bo Jackson struck out in 36% of his plate appearances. We won't provide you with a list of all those who've followed in Bo's footsteps since '87, but we will note that there are now two hitters--Miguel Sano and Joey Gallo--who've struck out in at least a third of their plate appearances in every single one of their years in MLB. They won't be the last...

The chart at left shows how the frog got into the pot, and how the water got incrementally warmer over time. And the data shows that we are getting closer and closer to a boil, particularly as the game went all-in for "launch angle" and other related "home run derby" approaches to hitting.

The frog is still in the pot, but the cat is out of the bag. Even if things plateau in the next several years, it's highly likely that the numbers of such high K/PA guys will continue to grow, and we'll see somewhere over 100 such seasons in the upcoming decade. This cautionary prognostication is a reminder that extremity (and extremism) is hard to get rid of once it's been given a toehold.

Thursday, August 19, 2021


So Shohei Ohtani now has 40 HRs...the last coming on August 18th (as he also continued to make a strong case for the MVP Award by throwing eight strong innings, improving his '21 won-loss record to 8-1). 

It's the dual thing that's truly special, of course, but the Angels--missing Mike Trout for more than three months due to a calf strain that has apparently taken on epic proportions--aren't going anywhere in the pennant race. Thus the media is still making a bigger to-do over Ohtani's HR total, even though (as we will see) it is only mid-pack in terms of "per-game pace" since the end of the dubious century and the beginning of the downright rotten one.

Don't misconstrue (or, as Marvin Milkes used to say to Jim Bouton, "misconscrew") what we're saying: Ohtani's HR pace is impressive. The chart below, however, takes a good bit of the gasbaggery out of the  lingering heavy breathing. As you'll see, Ohtani is tied for fourteenth on the list of 21st century HR leaders as of August 18th. 

We gathered up all the leaders from 2000-2019 and 2021, including the folks below Ohtani (in order to provide total context) and added in their final HR totals for the year in question. The hitters who hit 50+ HRs in these years have those totals shown in bold type: 13 of them made it across that line.

The average % of HRs added from August 19th to the end of the season for this group works out to 19%. If Ohtani matches up with that average (a rare feat: as you can see, the %'s are all over the place), he'd wind up with 49 or 50 HRs for the year.

Perhaps a more useful mode of assessment, however, is to look at the Angels' remaining schedule and examine how Ohtani has done against the teams he'll be facing. The Angels have seven games left with the Astros, and six each with the Mariners and the Rangers. It turns out that these teams are three of the four teams Ohtani has struggled with the most in '21: he has an aggregate batting average of .213 against them (though he has hit a total of nine HRs against them, over a total of 36 games).

If he matches that HR pace in those 19 games, he'd hit 5 more homers against them. That leaves 21 more games on the schedule, with Ohtani's biggest opportunity coming up in the next 7-10 days, when the Angels will face the pitching-strapped Orioles at Camden Yards, where they've given up nearly two HRs a game this year. If there is any place where Ohtani is going to redeploy his prolific home run stroke, Camden Yards is it. (We will be very interested to see if Joe Maddon decides to push back Ohtani's next start, which is scheduled for that series: doing so would allow him to concentrate on his hitting and permit him to take his next turn on the mound at home, where conditions are more favorable.)

If Ohtani could hit four HRs in Baltimore and match his pace in the games against the Astros-M's-Rangers, he'd had 49 HRs with 18 more games still unaccounted for. That would be the scenario that would give him a very good chance to push his total into the mid-50s and fully justify all the heavy breathing we've been surrounded by since his magical six weeks before the All-Star break, when he hit 18 HRs in 34 games. As we always like to say at this point: stay tuned...

Saturday, August 7, 2021


We are just at the point where the number of games played this year, when combined with the abbreviated 2020 season, gets us to totals that approximate a full we thought it would be a good time to take a look at the top 125 hitters in baseball over that time frame. (We are using OPS+ as the measure here.)

A few notes are in order. First, it is highly unlikely that there has ever been another time when four hitters aged 23 or younger were in the top ten, as is the case right now (Juan Soto, Fernando Tatis Jr., Vladimir Guerrero Jr., Ronald Acuña Jr.). Second, Shohei Ohtani (who has been pitched to with increasing care since the All-Star break and is currently in a tailspin) does not show up at the top of this list when his 2020 performance is taken into account, suggesting that we are seeing either a prolonged hot streak and/or a career year. (Time will tell.) Third, Brandon Belt--kicked around by his fan base for years--has benefitted from the dimension changes in his home park and is taking advantage of it in a belated career surge. Fourth, comparisons between Mike Trout (suddenly fragile) and Bryce Harper (suddenly consistent) are almost becoming valid again. Fifth, the players whose names are shown in lighter blue than the rest are all members of the Los Angeles Dodgers. How in holy heck did they manage to get Trea Turner in that deadline deal? 

That last note prompts us to look at from where all of these players (and the 99 others on the wall we are not showing you lest you start taking them off the wall and force your fellow readers to break into off-key song) are currently collecting their paychecks (some meagre, some incredibly bloated). The Dodgers have six fellows in the Top 26 (per the above chart), and eight overall--not including a guy (Cody Bellinger) who won an MVP Award in 2019. If their bullpen wasn't snakebit (1-12 in extra-inning games), things would be a bloodbath. Hell, they might still be a bloodbath...

Add up the totals in the last three columns on the right and you'll get a general sense of which teams have the best offense. The Giants, transformed into an extra-base hit juggernaut this year (will it last? we think not...) are even better than this presentation suggests, given that Buster Posey (160 OPS+) is just under the 300 PA threshold needed to appear on this list.

There's an intriguing surprise for Motor City fans who've been waiting for at least half a decade for signs of life in their beleaguered Tigers. When we focus in on the top two tiers of top hitters (covering the folks in the Top 70), we see that the Tigers have developed a cluster of young swingers who might just be helping to lead them out of the wilderness. The list of the top number of hitters in the Top 70 by team goes as follows: Dodgers 8 (!!), Giants 4, Yankees 4, Padres 4, Blue Jays 4...Tigers 4.

It's a slender thread, but it is a thread. We'll see if it frays, or turns into a stitch. In the meantime, folks in Detroit can take solace that they are not living in Dallas, where the Rangers have no hitters in the Top 70, or even in the Top 125, now that Joey Gallo has been shipped off to New York. Though Joey did not personally spurn his fan base in Big D, his departure could result in many of his fans switching their daily allegiance to his close relatives Ernest & Julio, who will at least help them drown their sorrows...

Friday, July 30, 2021


If you have the gut(s) to read the back pages of this rag, you will know that we are enamored of obscure, overweight pitchers. You know: the stocky, portly types who look like their uniforms are going to burst at the seams if they make the wrong move at just the right time. 

These are the guys who clearly have sub-standard "stuff" in an world where the burgeoning variants of Ye Olde Big Unit are malevolently prevalent, capable of casting shadows over home plate while standing on the pitching mound. These fellas struggle to make the cut even in the "disposable diaper culture" of interchangeable "last men" who scratch and claw for the twelfth (or even thirteenth) slot on a pitching staff, clinging to life by a hangnail. 

They are all about 5'10" or 5'11" and weigh in between 215-230 lbs. Most of their major league careers are perilously short and self-liquidating, since that body shape doesn't (shall we say...) inspire confidence. Many are Latino, and we risk charges of stereotyping when we tell you that in their street clothes they are indistinguishable from the guys driving all those gardeners' trucks in the verdant suburbs of the increasingly clotted "land of the free." 

Yes, all of these guys have guts--but they have the guts of cat-burglars. It goes with the territory, for they know that if things go belly-up, they have an excellent chance of actually driving around in those gardeners' trucks sooner than later. And you can't blame them for wanting to postpone that for as long as possible...

Some time ago we rhapsodized (briefly, for the reasons stated above...) about two of these wobbly warriors: Erasmo Ramirez and Vidal Nuño. That was back in 2016--and a few things happened to intervene with ongoing coverage of these two and their lo-fi high-wire act. Both men are still pitching; Erasmo is still in the big leagues, with the Tigers--the fourth team he's been with since we wrote about him in 2016. 

Vidal--as is often the case for penny-wise/pound-foolish pitchers--had his best year in 2018 with the Rays, and hasn't been back to the big leagues since: he's been on the lam to Mexico at least once in the intervening years, and currently has an unsightly bulge of an ERA while surfing on a hangnail with the Dodgers' AAA farm team in Oklahoma City. 

We wish them well, but wishing and hoping is probably not going to cut it for this duo. But fear not: we've located a new duo with all the defining characteristics of this raggedy archetype, including the happy congruence of a lefty-righty combo. And these two estimable avatars of avoirdupois are--as of this writing, at least--actually starting for their two teams, as was the case for Ramirez and Nuño back in the day.

The lefty is Nestor Cortes Jr., pitching for the Yankees. Nestor is sort of the Benny Profane of the Yankees, their version of a human yo-yo, who keeps coming and going and coming back again, having made side trips to the O's and M's only to wind up back in the Bronx. A slop artist with a series of tricky delivery points, and a toe-tapping delay tactic that must be seen to be believed, Nestor has parlayed his entire arsenal of chicanery into a (tenuous) slot in the Yankees' starting rotation, where he currently has a 1.93 ERA.

Nestor is 26, and while one can legitimately surmise that he's overachieving, he is a bonafide prospect (his lifetime minor league ERA, including several stops at AAA, is 2.57). Things are less certain for our new-but-old righty, 34-year old Paolo Espino. Here is the more typical story that applies to one of these chunky fireplug guys: it took ten years for Espino to make it to the big leagues, doing so only after two teams (the Indians and the Nationals) gave up on him. Ineffective for two teams (Brewers and Rangers) in his 2017 debut, he bounced around some more, finally hooking back up with the Nats, where a series of injuries to big-name (and much, much taller) pitchers opened a path for Espino in 2021.

Paolo is a good bit more susceptible to the long ball than Nestor (he gave up three HRs in a recent start against the Orioles, of all people) but overall he has pitched well for the Nats, posting a very solid 3.08 ERA. It must be said that his best outings as a starter (8 GS thus far) have been against the weakest hitting teams in the NL (Pirates, Mets, Marlins); but with Max Scherzer now in Los Angeles, it appears that he'll at least be given enough rope over the remainder of the '21 campaign. 

We'll be rooting for him--and for Nestor, too: it's what we do. (And so should you.)

Wednesday, July 7, 2021


The topic of players whose height is 69 inches or less is one we've touched upon briefly in the past; a full-scale study would be useful and entertaining, but it would not refute the common wisdom that small players face an increasingly uphill battle, even in baseball. We limit ourselves in what follows to position players--pitchers who are 5'9" or shorter are scarcer than those proverbial hen's teeth that writers seem compelled to bring up whenever they confront anything that appears to be dwindling.

So we'll focus on the present-day here, with a light dusting of historical data, leaving the 100+ page essay with its recondite rediscoveries for a later time. We'd noted previously that shorter-stature players were making a comeback from what looked like a road to extinction in 2012-13: the emergence of 5'9" Mookie Betts and his (still singular) season of radiance in 2018, along with the continuing presence of 5'6" Jose Altuve, has made the "not very tall" observation made by the impossibly leggy Martha Vickers in The Big Sleep a bit less pejorative in these otherwise parlous times.

Betts and Altuve have been joined in by Cleveland's Jose Ramirez as a troika of pint-sized competence; all three are continuing to perform creditably thus far in '21, where they've been joined by seven other short-stature players whose OPS+ currently exceeds league average.

Among those seven other smallfry is Cedric Mullins, who has become a consistent bright spot for the otherwise dismal Baltimore Orioles (28-57 as of this writing) by adding power to his speed-and-defense skills. Mullins just completed one of the finest monthly performances in recent memory, hitting .380 in June with a .720 SLG: while he was overshadowed by the 13 HR-fueled 1.300+ OPS of 6'4" Shohei Ohtani, it's not impossible to argue that Mullins actually had a better month, given his defense (a series of highlight-reel catches in CF) and speed (7-for-7 in SB). While Ohtani foregrounds his pure physical skills and his unique two-way excellence, one can argue that Mullins is currently the more well-rounded player--and all of this in someone who stands just 5'8".

If Mullins can sustain a solidly above-average offensive performance in the second half of '21, he could become just the 158th "smallfry hitter" since 1901 to achieve a seasonal adjusted OPS (OPS+) of 140 or higher. He'd join another smallfry Oriole centerfielder, Al Bumbry, who achieved this feat back in 1973. (Bumbry, however, did it as a platoon player, amassing just 395 plate appearances that year: Mullins is within striking distance of that number in early July and figures to be an everyday player on a team that needs every at-bat they can get him.)

As the historical chart (presented in our patented "decade-year"-style table) demonstrates, "smallfry excellence" (if not "smallfry-ism" itself) became endangered a long time ago and has remained a rare occurrence since the mid-1930s. With Mullins, Ramirez, Altuve and Betts (who, somewhat surprisingly, has only had one season--2018--where he's exceeded a 140+ OPS) all in the running, this could be the biggest year for "not very tall" hitters since 1953, when Yogi Berra, Roy Campanella, Hank Thompson and Gene Woodling all had OPS+ values higher than 140. 'Tis a consummation devoutly to be wished...

Monday, July 5, 2021


So...we have shameless generated a month-by-month log of run scoring per game per team, summed up into each league, that goes back to 1901--it's interesting data, though semi-vulnerable to the slangy arrows of feckless young quants (following the lead of flatulent old quants who should've been forced to do something else for a living...) sullenly alluding to "sample size issues." Don't let that deter you from perusing it anyway, as it provides fascinating topographic perspective of run scoring, its range of fluctuation, and--perhaps most intriguingly--the oscillating differences between the two leagues as captured in many snapshots (a total of over seven hundred on the full chart, in fact).

Now naturally we're not going to print that whole darned chart here--the BBB blog format is more than a bit unforgiving with such visual excess--but we'll give you a slice that portrays the last fifteen years. (That's what they used to call a "free sample" before everything became "bait and switch.") Here 'tis:

Now what you have here are R/G by month for each league, plus the difference between the leagues for those monthly values, from the tail end of the long offensive explosion that ran from 1993-2009 all the way up to this year. 

All monthly R/G values of 5.00 or more are shown in bold type; those monthly values under 4.00 are shown in red. The highest monthly R/G value for each year in each league has a bold box around it.

This is, as our friends in the cereal industry like to say, a more granular level of run scoring data, showing fluctuations and some patterns for each league year as it plays out. The color-coding tells us that the NL had the most serious run-scoring downturn in the past fifteen years, with that situation becoming chronic from late 2012 through mid-2015. 

What the figures in blue show, however, is not a lot of real difference in R/G between the leagues over recent years. (You will have to trust us for now when we say that this was less the case in other periods of baseball history--the 1920s, 1930s, and 1980s, for example.) We've bolded the differentials of three-fifths of a run (0.60) or more; until we ran into some kind of buzzsaw last month (that's June '21 for those of you keeping score at home...), we had not had a league differential that high since 2011. (Note that the darker shade of blue indicates when the NL had the higher R/G value: eyeballing that pattern will indicate that this is a relatively rare occurrence.)

In 2019, the egregious "homer explosion year" (hopefully an all-time record that will never be seriously approached again) did not produce serious run differentials (four of the six months showing a difference of less than a tenth of a run either way). And that was representative of what we'd seen since September 2011.

But in 2021, as noted, something shifted last month. After two months of relative run-scoring parity, we had a notably divergent June thanks to an AL homer surge (1.39 HR/G) pushing them back over 5.00 R/G, while the NL languished at its same lower-than-historical lifetime run-scoring rate, with its HR/G rate remaining steady at around 1.1 . That run-scoring delta (0.67) could be a transient phenomenon: they often are. The very early numbers in July, however, seem to suggest an even bigger separation (those figures shown in grey).

In our most recent post we suggested that the game be overhauled into three leagues based on run scoring levels; for the moment, at least, it looks as though baseball is trying to take us up on at least a portion of that idea. (We still think breaking up the leagues is the best approach for the game in the long run, but performing such upheaval on such an essentially conservative entity such as baseball is a long shot.) 

How long will this run divergence last? There is a tendency for this phenomenon to persist once it manifests itself: a look at the full chart (as noted above) shows such a pattern as recently as the 1990s. Another era of bifurcation may well be upon us--stay tuned...

Thursday, June 17, 2021


So--how can something as moot and moribund as a dialect comedian be the catalyst for The Most Subversive Plan Yet™ to save baseball from its lingering case of sepsis? Well...first of all, pally, we're not talking about just any dialect comedian: we're talking about Harry Einstein (the father of Albert Brooks), who made a brilliant comeback at a Friars' Club Roast in 1958 only to die right on the spot. 

That's right, the man who called himself Parkyakarkus parked his carcass in the lap of Milton Berle, and never opened his eyes again. File it under "brilliant but doomed," ticking time-bomb division. And baseball, with an encroaching sepsis (alarmingly high ISOBA) as sludgifying as any collection of clogged arteries, is in dire need of a transplant--but, characteristically, is unwilling to consider even a bypass operation.

So--what the hell, you say? Where is the oxygen in relation to your brain, Mr. Big Bad Baseball man? Put up or getyakarkus off the operating table, already. 

OK, OK. We had a brilliant (but doomed) revelation yesterday (when all our troubles weren't nearly far enough away). It welled up from having glanced at 2021 baseball stats sorted by ballpark. As that other song goes, just one look was all it took, and we knew how to save the game from parking its own carcass at the feet of its (former) fans.

The ballpark data confirmed what we see in so many aspects of America's current malignity. We see fracture so advanced that there is little if any chance that the current crumbling edifice can be kept intact. We see backlash and denial; we see people who believe that they are entitled to cheat. And we have those who respond to all that with hand-wringing and a pandemic of glib catchphrases that do not exceed 280 characters in length. 

Come to think of it, America has been "lurching"
for the past sixty years...
American society is lurching between death rattles, but baseball actually has a high-concept bypass operation staring it in the face that will give its fan base clear choices for the type of game they want to see. Unlike America, where too much of the data is fudged, baseball can't help but bring us the truth. 

And while the powers that be will never implement any of what follows due to their kryptonitic desire to follow their not-so-inner death wish, we can lay out the surreal, brilliant-but-doomed (mooted?) path to baseball bliss that will, as promised in the title of this blog post, lead the game into a state of being best described as "three sheets to the wind."

The key is in the ballpark stats. They show us that there are three separate platforms in operation within the game today, exacerbated by all of the machinations in wake of Moneyball and the deadly rise of ISOBA ("high isolated power = hypertension" fed into "declining batting average = ongoing onset of congestive heart failure"). While "launch angle" and "three true outcomes" and "Fangrafia sociopathis" have produced rampant infection within all of these platforms, counter-movements in pitching (up to and including the "all-American stick-up" that will produce an untoward amount of clickbait as the '21 season lurches along) have established a beachhead in ten ballparks, with several others showing signs of bringing a low-scoring variant of "homer derby ball" into play.

You can see those ten parks in the top portion of the table at right, where runs per game (per team) strongly resemble what some folks remember from 1967-68. These parks have been sorted in descending order of HR/G, and that method shows us that it's possible to hit homers at the league average rate (the hitters thus far in Yankee Stadium) and score only as many runs as is the case in the stingiest homer park in MLB (down in Miami).

We'll exclude that middle section (in pale orange) for a moment to pimp for the Big Contrast that's tangled up in blue. Here is the game as some will remember it from 1996-2002: run scoring galore, including several parks where the homers are like a July 4th fireworks show every night. Note, though, that even this group brings us several anomalies: robust run scoring with relative modest homer totals (Fenway, Chase, Coors, and Kauffman, where the aggregate batting average is between .265-.275 and folks still hit doubles at the elevated clip common during baseball's fin de siecle).

Perhaps you can see where this is going: we have ten teams in what we've fancifully called the "pitchorama" category, and ten teams mimicking the offensive explosion, which we've tagged as "batorama." That leaves ten teams, who are variously and variably following what the Buddhists have been known to call "the Middle Way." (They are not really a perfect fit, though they are at least linear in terms of run scoring. The "Midway" league will initally possess a bit of both approaches as opposed to forging its own unique style: but that's what the baseball brain trust has thrust upon us, particularly in the years that coincided with the Orange Menace.)

So--here's your oxygen for a game that is running on fumes: we go one better than Solomon by splitting the baby into three parts. That's right: three leagues, three ways that split the game into at least semi-distinct visions of its once and future self. While we are not (yet) getting three distinct styles of play (the work of the post-Moneyball wonks, the Statcast shills, and their enablers has kept that trend firmly under wraps, particularly in the last five years), we just might find that if you divide the game into segments that trend toward a inherent "run scoring aptitude," those games will develop in different directions and develop some truly unique characteristics.

How does it work? In fact, Mr. BBB, just how the hell can this work? How in blazes does your post-season operate, anyway? Amidst a wide range of possibilities, we (as usual) favor something outlandish and baroque. But, in the interest in getting at least a plurality of our readership to take this idea seriously, we offer the following semi-straightforward approach:

1) Each ten-team league has two five-team divisions. 2) Division winners (a total of six) and the wild-card team with the best won-loss record from the three leagues are given a "bye" while the two wild card teams with lesser records play a sudden-death game to reach the playoffs. 3) Once team #8 is determined, the playoffs proceed through first-round (taking us down to four teams), championship series (taking us down to two), and, finally, the World Series.

All of that is disturbingly prosaic, we admit. But fear not, we have saved the baroque stuff for how the regular season operates...

1) Within each league, teams play their four division opponents fourteen times, for a total of 56 games. 2) They then play their five opponents from their league's other division eight times, for a total of 40 more games. 

That's a total of 96 games, and we need to schedule 66 more games to set up the standard 162-game season. 3) We do so by having each team play six games (the equivalent of a home-and-home series) against eleven teams from the other two leagues--which creates a very robust (and at least semi-baroque) interleague schedule. 

In fact, with so many interleague games, a secondary post-season race could actually be superimposed into the playoff design, where the team with the best interleague record who did not win a division or qualify for the wild card via a 162-game won-loss record would be awarded the ninth slot instead of a third "standard" wild-card team. (The only caveat we might want to impose is that such a team must at least have a winning record; if not, then the third wild-card team is chosen in the standard manner.)

So--there you have it. "Designer baseball" with leagues offering distinct styles and statistical emphases. To be successful, teams will have to adapt to other ballparks and (potentially, at least) other distinct styles of play, in a manner similar to but somewhat different from what is the case at present.

Of course, if your team is not playing the type of baseball that you find most gratifying, you may have to change your allegiance. But perhaps it will still be reasonably recognizable as baseball: after all, that's what those who push back at those who criticize today's "homer derby" game. And perhaps folks will pick up on the nuances that shift due to the level of run scoring that this approach would attempt to "bake into" the game.

But that's where the rub comes in--what if all this ballpark stuff is more random than what's being represented here? Will teams try to re-calibrate their talent to escape or transcend the run scoring "channels" they may only superficially (or temporarily) belong to? How stable are the run-scoring constructs that formed our three leagues?

Glad you asked. (Actually, we asked for you, but pat yourself on the back anyway--this has been a long slog.) We combined the in-process 2021 ballpark data with its 2020 counterpart to see how it shifted things around. (We weren't too worried about team movement from one league to the other--that's something that could happen as part of this construct...another "beyond baroque" additive: after all, why shouldn't teams move from league to league? You say it's never been done?? As any number of officious butlers in most if not all of Preston Sturges' comedies would say: pish-posh. So many things are simply for the birds, but too much tradition is an albatross.)

We were more concerned that the tripartite structure that cohered in the '21 ballpark data would get muddled. But as you can see from our revised league set-up using multi-year data, that didn't happen. The impact of baseball's feverish embrace of high ISOBA seems likely to keep this tripartite structure reasonably intact for some time to come (until they break the fever, at any rate).

In this version of the three-league setup, six teams (shown in bold) shifted around, but the overall separation of run-scoring between the leagues did not tighten up egregiously. This version of the "Midway League" might be a bit too close to the overall model of "Orange Menace-era" baseball for our (and possibly your) taste, but the linear structure holds--and with it, the hope continues to spring eternal that a more free-wheeling game can emerge from the parked carcass of what we've been handed by the so-called "best and brightest." 

And, of course, the post-season will redeem almost anything, since it separates the Yankees and the Red Sox from the former AL East and gives them a chance to do something they've never done: meet in the World Series. 

Do we like this better than our four-league concept that we pitched not so long ago? At this moment in time, yes. Baseball may have limited opportunities to expand over the next few years, and it takes thirty-two teams to make a four-league setup viable. 

Something like this, that revamps the existing system in a creative (and quirky) way, that opens up some possibilities for evolving distinct styles of play--and that takes away the medieval feel of the two-league arrangement with a post-season free-for-all that makes any World Series combination possible--feels like a much-needed breath of fresh air. 

(Of course, we still want that 190-foot rule...and wait till you see what else we've come up with. But let's not make poor Harry Einstein spin in his grave just yet...)