Archive

Research posts, models, and deep dives.

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New posts are added throughout the season.

May 24, 2024 · A. Carreno

Runner's Worth: A New Way to Evaluate Pitchers

Modern baserunning stats, at least the ones that are used, rely too heavily on game impact. So let's create an alternative.

PitchingBaserunningMetricsModeling

Apr 12, 2024 · A. Kline

A New Approach to Pitcher Similarity Scores

Comparing baseball players is as old as baseball itself. So why not create a modern formula?

PitchingModeling

Apr 5, 2024 · A. Kline

Is the American League Harder?

Evidence suggests that AL teams have harder schedules on average than NL teams. Is this true? And if so, why?

ScheduleLeague

Mar 22, 2024 · A. Kline

How Does Schedule Difficulty Vary by Team?

No two teams have the same schedule. How much can they vary, and how much does this matter?

ScheduleResearch

Nov 3, 2023 · A. Carreno

How Important is Power to a Team's Success?

Power hitting is an admirable trait in a baseball player, but does a team really need it to win a lot of games?

HittingPower

Oct 27, 2023 · A. Kline

Was the 2023 MLB Schedule Actually Fairer?

This season, MLB introduced a new "well-balanced" schedule in which every team plays every other team at least once. But is this actually fairer than the schedule it replaced?

ScheduleResearch

Jul 21, 2023 · A. Carreno

Settling the Debate: What is the Hardest Pitch to Hit in Baseball?

Not all pitches are created equal. Many pitchers dedicate their careers to specializing in one or another–but across the whole league, which pitches take the cake when it comes to hitting difficulty?

PitchingHitting

Jun 30, 2023 · A. Kline

Batting Average as a Contact Metric

Batting average is far from a perfect stat, but according to the data, it could be more useful than you think. So does batting average deserve as much grief as it gets?

HittingMetrics

Jun 23, 2023 · A. Kline

Offensive Performance by Fielding Position

Commonly-held beliefs about some positions hitting better than others did hold true for years. But how accurate are they in today's league?

HittingDefense

Jun 16, 2023 · A. Kline

Introducing Defense-Aware ERA

Defense-independent pitching statistics (DIPS), though revolutionary when they were introduced, have long overstayed their welcome in the sabermetrics community. Can there be a modern-day replacement that doesn't just ignore batted balls?

PitchingDefenseMetricsModeling

Apr 28, 2023 · A. Kline

How Much Does April Performance Really Matter?

It was commonly said (until recently) that how a team does in April has little sway over the rest of their season. But how true actually is this? And how does April's importance compare to that of other months?

Season TrendsResearch

Apr 7, 2023 · A. Kline

What if Pitchers Actually Pitched to Barry Bonds?

Barry Bonds has more intentional walks than any other player in MLB history. But what if he actually got a chance to bat?

PitchingPlayer Spotlight

Dec 2, 2022 · A. Carreno

A Seismic Shift: What the New Rule Change Means for Baseball

The 2023 MLB season will see a number of new changes, but one of them stands out.

RulesResearch

Sep 9, 2022 · A. Carreno

Who Deserves the NL Cy Young Award?

This year's NL Cy Young race is shaping up to be one of baseball's most interesting award races in recent memory. Who, if anyone, is most deserving?

AwardsLeague

Aug 26, 2022 · A. Carreno

The Little Bird That Could: Analyzing the Orioles

In less than a year, the Orioles have gone from basement dwellers to legitimate contenders in the toughest division in baseball. How?

Team SpotlightResearch

Jul 29, 2022 · A. Kline

Not All Runs are Created Equal, Part 3

How can the formula for weighted run differential, a metric designed for comparing teams across different environments, be improved upon?

MetricsModelingSequencing

Jul 22, 2022 · A. Kline

2022 Midseason Review

The first half of the 2022 Major League Baseball season is now over. How do players and teams stack up?

Season ReviewResearch

Jul 15, 2022 · A. Kline

Different Orders, Different Outcomes

Scoring by simply racking up hits is one thing, but what about the effect of sequencing on runs?

SequencingResearch

Jul 1, 2022 · A. Kline

Is FIP Overrated?

The Pittsburgh Pirates have been something of a hapless franchise for decades now, but their fans fondly remember that stretch of time in the mid-2010s when they were legitimate contenders. They made …

PitchingMetrics

May 13, 2022 · A. Kline

Park Factors and the Air

Unlike most other professional sports, there is very little standardization when it comes to baseball fields. While sports like football, basketball, and soccer all have perfectly standardized areas o…

Park FactorsResearch

Jan 7, 2022 · A. Kline

2021: A Season in Review

It

Season ReviewResearch

Jul 30, 2021 · A. Kline

Not All Runs are Created Equal, Part 2

One of the major appeals of well-known "should have been" metrics for measuring teams, like Pythagorean win-loss record, is that they tend to be better at predicting the number of wins a team will get…

MetricsSequencing

Jul 16, 2021 · A. Kline

Not All Runs are Created Equal

When it comes to measuring the performance of teams, there are a couple options. The first and most obvious would be win-loss record, as it determines which teams make the postseason (and therefore wh…

SequencingResearch

Jun 18, 2021 · A. Kline

Good Pitching or Bad Hitting?

The number of no-hitters thrown in a given season is inconsistent, but the closer you look, the more clear patterns become. If you look at the early-mid 2010s, when pitchers generally had the upper ha…

PitchingHitting

May 28, 2021 · A. Kline

WHIP is Overrated

If you go to any current pitcher

PitchingMetrics

May 21, 2021 · A. Kline

The Past, Present, and Future of Sabermetrics

Much like the sport itself, the first baseball statistics were heavily influenced by a similar popular sport across the pond: cricket. Henry Chadwick , sometimes called the "Father of Baseball" for hi…

MetricsResearch