Archive for Strategy

Beat the Shift Podcast – Teaser

Introducing the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

Throughout the year we will be discussing various topics such as drafting methods, hotspot drafting, auction strategy, game theory, risk/reward and return on investment. We will be doing data driven deep player dives. We will reccomend waiver wire players to consider rostering and we will provide key injury updates with timetables.

The focus of this podcast is on strategy.

We will answer questions such as: What types of players should you avoid in the first round? How should you deal with risk in drafting? What is the right amount of draft budget to spend on pitchers vs. hitters? How much FAAB should you spend in your first month? What should you budget for the last month? Should you bid more FAAB on prospects, on hot players or on relievers? What is the optimal way to trade in a league? How to know when to bench a player? When do you cut a player? What key metrics let you know when to add a player? What are the best metrics to look at? And much much more.

The Beat the Shift Podcast has joined FanGraphs.

Who are we, and what is the show about? Find out more on this teaser episode of Beat the Shift.

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2020 Projection Systems Comparison – A Game Theory Approach

Introduction

Back in 2018, I introduced a game theory approach for comparing baseball projection systems. Proudly, the article was nominated for Baseball Article of the Year by the Fantasy Sports Writers Association (FSWA). The game theory methodology is now back for its third straight year.

This approach is not the standard projections comparison analysis that most others embark on. The typical comparison makes use of some type of statistical measure. The standard analysis involves calculating least square errors, performing chi-squared tests, or perhaps even hypothesis testing. My method does not use any of these capable methods.

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2021 Projections – How the Experts are Handling the 2020 Season

Introduction

On June 23, Commissioner of Baseball Robert D. Manfred, Jr. announced that Major League Baseball would begin its 2020 regular season on July 23rd. It submitted a 60-game regular season schedule for review by the MLB Players Association. The proposed schedule featured divisional play, with the remaining games being played against their opposite league’s corresponding geographical division.

That 60-game proposal came to fruition. It was an unusual season to say the least. The St. Louis Cardinals did not play a game from July 30th through August 14th. Doubleheader games were all seven innings each, and extra innings started with a runner on 2nd base. The designated hitter was in effect for the National League, and so on, and so forth. In the end, the season came and went, and the Los Angeles Dodgers were crowned as champions of the Fall Classic.

Now we are squarely in the midst of the baseball offseason. Most fantasy baseball players are on holiday from their annual game, eagerly awaiting one of the most important ingredients to their annual draft preparation …

Projections.

For many (including myself), player projections are the backbone that form the strategies and planning for the upcoming fantasy baseball season. Understanding how player statistics are forecasted for the coming season is the essential part of fantasy preparation.

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2020’s Fantasy Baseball Auction Value Drainers

Introduction

Previously, I looked at the largest auction player bargains of 2020. These were the players who were highly profitable after considering their opportunity cost of acquisition. Value should always be considered relative to cost.

We defined the bargain amount as:

$Bargain = $Value – $AAV

We defined $Value as the accumulated 5×5 full season rotisserie value of each player, and $AAV as the average auction cost to purchase the player pre-season. We made use of the July NFBC Average Auction Values, which was one of the best sources of “market” data this year.

Whereas I previously looked at the players who generated the most excess value in 2020, today’s attention will be directed to what I refer to as the value drainers. These are the largest “rip-offs” of the season – i.e., the players who earned the most negative profits for fantasy owners on a full season basis (net of their auction price).

Prior to unveiling 2020’s most unprofitable players, it is important to discuss one additional step in the analysis – the capping of values. I have previously spoken about this concept, but I will touch on it again today.

Eduardo Rodriguez was a player that I drafted on a few of my fantasy rosters this season. His NFBC average auction value during July drafts (auctions) was $7. In Tout Wars, I acquired the Boston pitcher for $10. Unfortunately, Rodriguez came down with COVID-19. He developed heart complications due to the virus, and consequently did not pitch a single inning in 2020.

The question is – what value did Rodriguez accumulate in 2020? What damage did he cost to your team’s aggregate value? Owners certainly lost their original investment on him, but how much more were they penalized? He wouldn’t have made it to one’s active roster – but how much did it cost owners for Eduardo taking up a bench spot?

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League Retrospectives: Draft & Hold Breakdown Procedure

I enjoy participating in some early season draft-and-holds because they allow me to dive deep into the player pool before FAAB drafts start. Also, the extra time between picks allows my partners and me to work out our differences before any timed drafts. This past season, my results varied from winning the league to not even being competitive. I’m going to go through my process for dissecting leagues to find any possible future improvements (full drafts at end of the article).

I’m going to focus on the procedure of breaking down a league after the carnage. I know people don’t want to read about my leagues, hell I don’t even care about them as I get ready for 2021 but I need to stop making the same mistakes. Here are the four steps I use to investigate and improve my leagues.
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2020’s Fantasy Baseball Auction Bargains

Introduction

The key to succeeding in fantasy baseball:

Maximize the value of your accumulated roster.

At the start of a draft, each fantasy owner is handed a set of draft picks. Each owner receives a 1st round selection, a 2nd round selection, a 3rd round selection, and so on. If your league chooses to hold an auction rather than a more traditional serpentine draft – each team is handed $260 at the auction start. Players are then purchased throughout the auction with the use of these finite funds.

The key to gainfully drafting is not to draft a 3rd round player in the 3rd round, or a 9th round player in the 9th round, etc. The key is to draft a 3rd round player in the 10th round, and a 9th round player in the 20th round.

In an auction, if you purchase every player at his projected value, you will have paid $260 of auction dollars for $260 of value. What you will have is an average team. You won’t finish last, but you won’t finish first. Instead, with your $260 – you need to buy some $290 or $300 or $310+ of total value.

The key is to make a “profit” on as many roster spots as you can. The goal is to purchase players at bargain prices.

I have asked this question before – but it is worth asking every now and again. Suppose that you competed in an NFBC fantasy baseball auction back in July this season.

Which player was the better purchase?

Bryce Harper (OF, PHI)

OR

Andrew McCutchen (OF, PHI)

Before opining on the better Philly outfield purchase of 2020, let’s take a look at their final 2020 stat lines:

Player Comparison
Player R HR RBI SB AVG
Bryce Harper 41 13 33 8 .268
Andrew McCutchen 32 10 34 4 .253

On the surface, it seems like a pretty obvious answer. Harper had more HR, SB, R and a better batting average than McCutchen. He had just one fewer RBI.

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How Much to Weigh 2020: Hitters Edition

The 2021 draft season may be the most unpredictable one … ever. While several rule changes (e.g. NL DH) can cause some evaluation inconsistencies, the biggest monkey wrench to deal with will be the lack of previous season stats. Projection systems will weight the 60-game 2020 season (37% of a normal season) to historical averages but what are those who don’t use traditional projections systems? Or read or listen to people who don’t care for them in order to create a compelling narrative? It’s time to anchor some historical context around those narratives.

All analyses “should” start with at least some set of weights. For those who start with one, they’ll have an advantage. For those who guess the correct one, they’ll have a huge edge. The issue with setting weights is how to create a short season one that fills all the narratives.

First, most of the players were rushed to get game-ready and were not 100% ready when the season started. So the beginning of the season stats could be used to replicate this ramping up period, but the weather was still warm at the season’s end increasing offensive output. Maybe the entire first month should be ignored with everything in flux. Possibly the last two because that were the 2020 regular season months. played. So, I decided to look into all the possible options including a horrible first attempt.
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What Was Learned During the 2020 Season

To say the least, the 2020 fantasy baseball season will go down as a one-of-kind. A late start led to a 60 game sprint. Seven-inning double-headers. Weeks of rescheduled games because of COVID-19 positive tests. The National League DH. Twenty-eight-man rosters in September. Each of these on its own would fill the headlines. With the changes coming all at once, they felt overwhelming. I’m hoping to calm everyone if any and hopefully not all of the changes happen again. Here is some advice on how to handle the changes.

The help divided up into league setting and individual manager focus. While I inserted plenty of my own advice, I wanted to make sure as many people as possible contributed so Tweeted out and asked during my chat for input.
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Hitters Available Under 40%/Cuttable at 60%+ #3

One issue I’ve had with pick up articles in the past is that so few ever recommend anyone to cut so which is arguably tougher than recommending who to pick. Sure, a player in question should probably be on a roster, but should it be your roster? I have a group of interesting free agents but also a player at each of those positions who you can consider cutting as well.

This article is designed mostly for 10- and 12-team leagues as a lot of these guys aren’t available in 15+ teamers and the recommended cuts are likely worth giving a bit more time to in deeper formats as well. I’m using ESPN’s roster rate for guidance.

Here are the picks for volume 3:

Available Under 40% | Cuttable at 60%+

I’m still trying to come to terms with the fact that the Orioles offense is 2nd in wRC+, but in the meantime I’m considering Severino a pickup. He had a mini breakthrough last year with 13 HR and 3 SB in 341 PA with his best work coming against lefties (.273 AVG, 8 HR, 109 wRC+) and he’s amped it up a level this year. Strong work against righties is driving his fast start as he’s hitting .350 with 2 of his 4 HR against them in 40 PA.

I bought in on Garver’s 2019 breakout. Obviously, I didn’t think he’d hit 31 HR per 359 PA, but I saw him remaining a stud hitter as part of that excellent lineup. Instead, he’s off to a nightmarish start with a .167/.280/.238 line that includes just 1 HR and 2 RBI. I’m not completely out on him and of course I’d rather not cut him, but it’s hard to hold a dead weight catcher in 1-C leagues when many viable options sit on the wire. Garver is striking out more, but his swinging strike rate isn’t up much (1 pt to 9%) and his chase rate is actually down 7 points to 13%. He’s swinging and missing more in the zone which is fueling his 36% K rate.

Again, these cut candidates aren’t really “must cuts”, but rather guys who could be let go if you’re offense is really struggling, and you need to cut some of the dead weight.

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The Ugliest 12-Team Mixed Pitching Staff?

As I type this, it’s now July 19, and my 2020 fantasy season auctions and drafts have all officially been completed. That is such a strange sentence to type. I am guessing the majority of you are in the same boat, with some of you auctioning/drafting this week as well. Not only is it hard to be excited about the season, but I still feel like it’s going to be a complete crapshoot between small sample performance randomness and COVID-related injuries and issues galore. Given the smaller sample size, I thought the correct pitching strategy was to discount ratios and buy strikeout rates. That strategy gave me five names to target if executing it.

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