Archive for Strategy

MLB DFS Pitching Analysis: April 13, 2021

Our MLB DFS lineups don’t start and end with pitching. I’m not saying to punt pitcher every night or even every now and then. I’m just stressing that each and every slate does not rest upon our pitching. But the pitcher position is so vital because it’s the slot where we can get the most accurate projection in an extremely volatile wing of DFS.

Our pitching isn’t just a source of fantasy points. The price tags on pitchers make it so they shape they dictate the freedoms and restrictions of building our lineups. Before reading this article, it’s highly suggested that you read my article, “DFS Pitching Primer,” so the concepts discussed here make more sense.

That we’re not selecting the best players. We’re constructing the lineups which carry the most leverage without sacrificing many projected fantasy points.

Tonight’s slate features a wide variety of pitching quality, but we’re gonna focus on the top — the best pitcher, the best play, and the best contrarian option — or else some poor editor is gonna have to sift through 3,000 words, as there is just so much really good pitching.

The best pitcher of these three is Shane Bieber and it isn’t particularly close. His 3.09 SIERA, 11.99 K/9, and 27.9% K-BB rate all lead the slate. And his matchup against the White Sox is not as scary as many think it is. The White Sox only have a 102 wRC+ against right-handed pitching and they carry a 24.5% K rate. Vegas has the implied run total for the White Sox around 3.5, which is totally fine. And Bieber is about $1k too cheap on both sites for his skill level. That all said, Bieber won’t carry the most ownership.

Trevor Bauer will likely actually be the heavily-owned chalk tonight because he’s a couple hundred cheaper than Bieber and is projecting better across the industry, despite being far short of Bieber in SIERA at 3.77 and overall skill. There are three key reasons why:

      1. The Rockies are a trainwreck. Forget the home-road garbage. We don’t have to speculate on the extremes of Coors Field. The Rockies active roster has a 79 wRC+ against right-handed pitchers with a 25.1% K rate.

      Is Trevor Story legit-good? Sure. Is Charlie Blackmon nothing to slouch about? Sure. Does C.J. Cron have the type of power that transcends the Coors advantage? Sure. Can Ryan McMahon be a real thing? Sure.

      But the rest of the Rockies lineup is hot garbage and none of the guys I mentioned are elite. According to the RotoGrinders Plate IQ tool, their projected starting lineup has an Earth-shattering 27.2% K rate.

      2. Bauer’s environment is better for run prevention. Guaranteed Rate Field is a low-key big-time hitters park. It has a 102 park factor for wOBA and a 116 for home runs, according to EV Analytics, compared to 101 and 109 for Dodger Stadium. The rumor is that Dodgers Stadium’s home run factor goes down at night because of the marine layer. Not sure I believe it, but still a significant park advantage for Bauer.

      Vegas sees (1) and (2) to give Colorado a 2.51 implied total — almost a full run under the White Sox.

      3. Bauer’s one of the best pitchers in the league. Not like Bieber, but still… Bieber is probably a top-three pitcher in baseball, while Bauer is somewhere in the middle or bottom of the top-12, depending on who you ask. The most valuable quality Bauer possesses after his 11.23 K/9 and sub-4.00 SIERA is his ability to pitch deep into games. We get points for innings and more innings equal more Ks. His 6.36 innings pitched per start is elite in today’s game and his three complete game shutouts (CGSO) since 2019 as tied with one guy in MLB over that span.

This is the worst wRC+ versus any handedness in the league and one of the worst K rates in a much better ballpark for pitching than Bieber has to face. Add Bauer’s leash and there is legitimate CGSO upside for Bauer tonight.

That said, projecting considerably lower than Bauer, there’s Lucas Giolito. His matchup isn’t as finger-lickin’ juicy as Bauer’s and he’s pitching in the same park as Bieber, but no one’s gonna play him. His 3.48 SIERA is better than Bauer’s. His 11.89 K/9 is higher than Bauer’s. And his 24.6% K-BB rate is higher than Bauer’s.

Cleveland doesn’t strike out much (22.9% against right-handers), but their 90 wRC+ against right-handers is awful. Vegas has the game as a pick-em, so the implied total for Cleveland is even with the White Sox.

In cash games, we play Bauer. In smaller tournaments, we take a stand on Bauer or Bieber. But in large-field tournaments where we need more leverage over the field of entrants, Giolito has to be in the mix. If we’re maximum multi-entering or even playing 20-plus lineups, we should consider lineups without any of the three, as the pool of SP2s is about as deep as it gets.

All stats cited are since 2019, unless otherwise noted.


Beat the Shift Podcast – First Week Episode w/ Glenn Colton

The First Week Episode of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

Guest: Glenn Colton

Intro

  • Biggest regret of the draft season

Strategy Section

  • How long into the season should you still use pre-season projections?
  • Trading early in the season
  • Fernando Tatis Jr.
    • Injury Update
    • What discount would you be willing to take in order to trade him away?
    • The Tatis trading market
  • Setting fantasy lineups in April
  • Setting waiver claims in April
  • Closer volatility

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Not Impossible, Just Improbable: Beat the Streak Is Back!

You may remember, in the before times, a game called Beat the Streak. The game challenged baseball fans to hypothetically beat one of the greatest records of all time. The idea was to pick one player each day to get a hit and to do that 57 consecutive times, beating Joe DiMaggio’s 56 game hit streak record. Way back in preseason 2020 I wrote about my ambitions of becoming a millionaire by using predictive, machine learning models to aid in winning the competition. The game’s 2020 cancellation gave me time to think, time to read, time to learn how noisy my upstairs neighbors are, and time to build a better model.

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Beat the Shift Podcast – Bold Predictions Episode w/ Scott Pianowski

The Bold Predictions Episode of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

Guest: Scott Pianowski

Strategy Section

  • 2021 Draft Trends
    • Starters pushed up
    • Reliever pricing
    • Prospects
  • Adalberto Mondesi
    • Injury Update
    • The case for drafting him
    • The case against drafting him
      • Discussion of Risk and Risk-Adjusted Pricing
    • Comparison to Byron Buxton
    • Comparison to Carlos Gomez

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Ariel Cohen’s 2021 Bold Predictions

Opening day is upon us!

Starting this afternoon, Major League Baseball games will officially count for the 2021 season standings.

After a 60-game short season in 2020, baseball looks to drive us just a bit closer towards normalcy. Yes, there will still be abundant COVID protocols in effect, and yes – fan attendance will be restricted. But for most of us, the sun feels just a bit brighter today.

A large number of our fantasy baseball drafts and auctions this year were shifted to virtual venues. Aside from a larger online presence, the vast majority of fantasy baseball players had a somewhat normal draft season. Remember last year, when we essentially had two distinct baseball draft seasons (in February/March as well as in June/July)? Hopefully the 2021 season will proceed without major interruptions.

It is now time to share my 2021 bold predictions with you. One of the first fantasy baseball articles that I had ever written was the 2018 edition. I am proud to be back for the 4th straight year, sharing with you a few unlikely events – that I believe have the chance to come true.

As usual, the ATC Projections have helped shape much of what is to come in this article. Some predictions stem from my own personal analysis on the player, or of a team situation. Other nuggets arise from blind optimism or the crossing of my fingers. These are all possibilities that could happen, that I feel will happen if things break just right.

As always – please remember: These are bold predictions, not crazy predictions. I am not going to predict the impossible. Raimel Tapia will not lead the majors in homers, and I won’t predict that. Khris Davis will not contend for a batting title, and I won’t consider that. Those are not bold predictions – those are impossible ones.

My definition of a bold prediction is one that lies roughly in the 70th to 90th range of percentile possible outcomes. If done right, one should expect to hit on some 10-30% of all bold predictions in the long-term. Any more outlandish than 10% would be miraculous, while any more probable than 30% would be too easy a guess.

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DFS Pitching Primer

Pitching can be the spot of our lineups where we experience the lowest degree of variance in a sport full of volatility. We’re not going to explore how to minimize variance, but how to make the best plays tailored for our lineups to fit the contests we’re playing using projections and leverage.

A lot of things factor into a pitcher scoring fantasy points via strikeouts, innings, and run prevention. A pitcher’s skill is pretty important, but what’s the best way to gauge a pitcher’s skill? The answer is mostly through the predictive analytics of their past performance, which ought to be distinguished from the descriptive analytics.

Projection

We get fantasy points for outs, Ks, and Ws (on FD, we also get the points for the QS); it’s that simple. We lose points for ER on both sites, baserunners on DK. Keep it simple. Find a predictive run prevention metric between xERA, FIP, xFIP, or SIERA. Decide between the per-nine rates or per-100 batter-faced stats like K/9 versus K%. I prefer xERA, based on the Statcast numbers, or SIERA, as they isolate that over which the pitcher has the most control. I prefer K/9 because K% can double-count for events already recognized in the run preventers, as we’re really just looking to project Ks with that metric.

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10 Watchlist Guys to Start the Season

Most drafts are in the books and the NFBC even ran their first waiver period last night. It’s time to start focusing on the future a bit. Not too far out, April is our focus. Here are a couple guys to put on your watchlist and monitor in the early part of the season. Most platforms have a feature where you can click something by the player’s name to put them on a virtual watchlist.

It is smart to use this feature before the season starts because once it starts you will likely be sorting by certain stats and you could miss out on someone you really want about to get a new role because you sorted by PA and he just didn’t show very high.

SHALLOW LEAGUES (mixed leagues – 10 or fewer teams)

Trevor Rogers | P, MIA

I got to write the profile blurb for Rogers in this year’s Baseball HQ Forecaster and I pointed out how he allowed 13 of his 19 ER across two hideous outings while showing off above average swing-and-miss stuff in the other successful five starts (2.57 ERA, 32% K rate). The 23-year-old lefty has good velocity and three reliable pitches.

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Where Speed Goes in Drafts

One of the biggest discussions around any draft gameplan is where to get your speed. Sure, you could try to ignore them, but I never want to go into a draft punting a category and leagues with an overall component like the NFBC’s Main Event and Online Championship make it so you can’t punt a category if you want a realistic shot at the overall grand prize.

To secure high end stolen bases, you really need to map out your draft and figure out exactly where they go. This piece aims to help with that by using The BAT X’s projection system along with the NFBC ADP. Teams needs around 120 SBs to be in the upper crust (I used the top 20% of Main Event leagues from 2019) and while the number is dropping yearly, it is a safe target to set for your drafts. It’s about 9 SBs per roster spots in the standard 14-player setup (2 C, 1B/3B/CI, 2B/SS/MI, 5 OF, UT) and there are only 87 players in The BAT X projected to reach that mark.

Of course when you draft someone with 20 SBs, they bring the average needed down, but it’s still alarming that not even 100 guys hit the average we need for every spot to reach our general target. Let’s see how everything breaks down:

THE KING

Wondering why Adalberto Mondesi is going so high? Here is your reason. His 52 projected SBs are 1.5x that of the next best guy (Turner, 35) which is why so many are willing to take on his AVG downside with a top 25 pick. He crept into the first round during at least one Main Event this past week, going 14th overall.

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Beat the Shift Podcast – Pre-Season Recap Episode

The Pre-Season Recap Episode of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

The focus of this podcast is on fantasy baseball strategy.

Today, we look back at the topics and highlights of our pre-season coverage. We give a preview of what you can look forward to on the show in the coming months.

 

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Left-Handed SPs By Division

One of the toughest player types to analyze and decide on in fantasy drafts is the left-handed stud who can’t or hasn’t been given a real chance to hit against lefties and thus is a platoon risk. Losing that extra playing time eats into the counting categories. Every year I like to look at the projected lefty starters by division and get an idea of what these potential platoon bats might be facing. We will go division-by-division looking at the projected lefty starters in every rotation and then look at the potential left-handed platoon bats who could affected.

All info was gathered from the Roster Resource Depth Charts

AL EAST: 10

With 10 projected lefties, the AL East has the most in baseball. It is a pretty strong group with Means, Rodriguez, Montgomery, Hill, Yarbrough, and Ryu all being drafted in just about every format while Ray, Matz, and Perez have had their big seasons (especially against lefties) and Akin held them to a .576 OPS in 27 PA last year.

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