Archive for Strategy

Beat the Shift Podcast – Final Two Weeks w/ Ray Murphy

The Final Two Weeks episode of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

Guest: Ray Murphy

First Pitch Arizona

League Updates

Strategy Section

  • Final Two Weeks of the Season
    • Is there a limit to who you might sit in the final two weeks of the season?
    • How much should you churn your roster?
    • How much should real life MLB team standings / playoff pushes factor into your roster decisions?
    • Should you take a chance on stashing a returning injured player for the final week?
    • What is the bar for dropping injured or underperforming players?
    • How much should playing decisions be based on year to date stats vs. last 30 days stats vs. projected stats?
    • Gaining points vs. defending points
      • What and when should you emphasize each?
    • FAAB
      • How to allocate your FAAB spending for the final two weeks of the season?
    • Multi-position eligible players
      • How important are they in the final weeks of the season?
      • How to best utilize your roster to take account of them

Injury Guru’s Trivia of the Week

Takeaways of the 2024 season

Looking ahead to 2025

  • Overall #1 pick choices
  • How early should you draft Elly De La Cruz?
  • Starting pitching in early rounds

Waiver Wire

Pitcher Preview

Injury Update

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Beat the Shift Podcast – Elias Sports Bureau w/ Matt Martingale

The Elias Sports Bureau episode of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

Guest: Matt Martingale

LABR League Update

Elias Sports Bureau

  • What does Elias do?
  • Elias and fantasy sports
  • ATC Projections

Strategy Section

  • Spring training statistics
    • Predictive value in spring training stats
    • Players who start slow
  • Predictive value of spring training manager tendencies

Who’d You Rather?

Waiver Wire

Pitcher Preview

Injury Update

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Beat the Shift Podcast – Disappearance Episode w/ Pierre Camus

The Disappearance episode of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

Guest: Pierre Camus

NFBC League Update

Strategy Section

  • Fantasy Owner Disappearance
    • General Ethics
    • Money Leagues vs. Home Leagues vs. Expert Leagues
    • Fantasy Re-Emergence
    • Bottom teams trading late in the season
  • Commissioner responsibility
    • When should a commissioner step in?
    • How should commissioners handle absent owners?
      • Should a commissioner set an absent owner’s lineup?
  • How to account in FAAB for inactive owners

Who’d You Rather?

Injury Guru’s Trivia of the Week

Waiver Wire

Pitcher Preview

Injury Update

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Beat the Shift Podcast – Deadline Recap Episode w/ Patrick Davitt

The Deadline Recap episode of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

Guest: Patrick Davitt

Expert League Update

Strategy Section

  • Fantasy Trades
    • Reuven trade in GDD – Logan Webb for Josh Hader
    • It is all about the categories!
    • Excess stats
    • When should you look to trade vs. working the waiver wire
    • Is there a cost to NOT making a fantasy trade?

Injury Guru’s Trivia of the Week

Trading Deadline Recap

  • First impressions / reactions
  • Go after Marlins replacements?
  • Garrett Crochet controversy
  • Closer situations
  • Players traded that gained value
  • Players traded that lost value
  • Players not traded that gained value
  • Players not traded that lost value
  • How much FAAB should you spend now on replacement players?

Waiver Wire

Pitcher Preview

Bonus Injury Guru’s Trivia of the Week

Injury Update

Insurance in Fantasy Baseball

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Beat the Shift Podcast – Mid-Season Episode w/ Howard Bender

The Mid-season episode of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

Guest: Howard Bender

LABR Update

1st Half Awards

  • Biggest stories of the first half
  • Fantasy MVP Hitter
  • Fantasy MVP Pitcher
  • Fantasy MVP Rookie
  • Fantasy Biggest Bust

Injury Guru’s Trivia of the Week

Strategy Section

  • Which roto categories have the highest ability to move in the second half of the season?
  • Which roto categories are the hardest to move in the second half of the season?

2nd Half Players

  • Which players will tail off / regress in the second half of the season?
  • Which players will heat up in the second half of the season?

Waiver Wire

Pitcher Preview

Injury Update

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Beat the Shift Podcast – Trading Episode w/ Fred Zinkie

The Trading episode of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

Guest: Fred Zinkie

Strategy Section

  • Trading
    • General trading philosophy
    • When should you look for a trade vs. getting help off of the waiver wire?
    • How to trade in this high information environment?
    • How does your current league standing matter in trading?
    • Don’t stay complacent in 1st place!
      • Stay active in the trading market!
    • Keeper league trading
      • Picking a lane – buy vs. sell
    • Approach individual owners for trades, or make a trading interest public?
    • Lowball offers?
    • Ian Kahn and trading
    • Should you trade with players close to you in the standings?

Waiver Wire

Injury Guru’s Trivia of the Week

Pitcher Preview

Injury Update

Closers who may lose their roles at the trading deadline

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What If Javier Báez Stopped Swinging for a Week?

David Richard-USA TODAY Sports

Sometimes the scouting report on a player is so straightforward that it doesn’t require a full sentence:

Javier Báez: Throw outside zone.

Among players with at least 150 plate appearances in 2024, only Bryce Harper is thrown to in the zone by pitchers less often than Báez. Here’s a top 10 leaderboard: Read the rest of this entry »


Beat the Shift Podcast – Injured List Debate Episode

The Injured List Debate episode of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

Injured List Debate

  • A full in-depth debate about the pros and cons of playing with an injured list in fantasy baseball.

Twitter/X Comments

  • Your Twitter/X comments on the pros and cons of playing with an injured list in fantasy baseball.

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Beat the Shift Podcast – NFBC Episode w/ Greg Ambrosius

The NFBC episode of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

Guest: Greg Ambrosius

NFBC

  • History
  • What makes the NFBC stand out?
  • Auctions
  • What is most impressive about the NFBC players?
  • Trends in the FAAB spending
  • Tilt toward pitching

NFBC Format

  • Category changes (OBP, Holds, etc.)
  • Prospects not eligibile in player pool
  • No Injured List
  • 2x a week hitter lineups

Strategy Section

  • How should you constrruct your bench in NFBC leagues?
  • How much should you consider the upcoming schedule for setting lineups?

Waiver Wire

Pitcher Preview

Injury Update

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Young & Old Hitters Need a Nap

While digging through Mining the News, I found this quote on José Abreu.

All three of Abreu’s hits, including his solo home run on Saturday, arrived in games that immediately followed an off day. During Abreu’s resurgence last October, team officials and coaches cited the plethora of postseason off days as one factor for Abreu’s increased production.

The question opened a Pandora’s box of possible studies but I kept to a simple quick approach to see if extra rest helps a hitter. The findings supported common sense but more should be done.

During the 2023 regular season, Abreu posted a .211 AVG in the second of back-to-back games and a .298 AVG when he got a break. Also, his Basic wOBA (*) was .272 without a break and .359 with one. The struggles have continued this season with a .072 wOBA on back-to-backs and .261 wOBA when he has a break. The team is taking action based on the information so we should also.

For my dataset, I looked at all hitters with at least 50 PA in a season and compared their results when they played back-to-back games and when they didn’t. I only look at 2021 to 2023. So many rule changes happened after 2020, that I wanted to reset the league norms.

First, here are the hitters plotted with the difference and their age.

As I thought, the results are a mess. Here is a different approach that places the info into four age groups.

Batter Results for Playing with Rest Minus No Rest
Age Avg AVG Diff Avg wOBA Diff
<= 24 .009 .009
25 to 29 .007 .004
30 to 34 .007 .002
>= 35 .006 .008

It’s not a huge surprise but hitters play better with rest (.0044 wOBA improvement or ~3% better). I’ll ignore the batting average values since they are too close together.

Generally, the overall wOBA differences make sense with the young players getting used to the grind, regulars thriving off the grind (possible survivor bias), and older players being … well … old.

As for what can be done for fantasy purposes? Not a whole lot but don’t be surprised if older hitters struggle to maintain their stats and need breaks. While I’m not against rostering older players, fantasy managers must know the risks associated with them.

As for more research, finding the year-to-year stickiness of the difference should be the first step. If it is sticky, struggling hitters will continue struggling and won’t be able to bounce back. If the rate isn’t sticky, there isn’t much to add to projections. Besides the stickiness, the years can be expanded to see if the difference changed over time. Another option would be to see one trait cause the difference like power or strikeout rate.  Finally, the difference could be compared when playing three, four, or more days in a row.

With the season going on, I don’t have the time to investigate every possible avenue. If someone else doesn’t dive into the subject between now and then (someone in DFS should or already has), I might relook this off-season.

Most of my studies find jack squat, but this one explains why some young and older hitters might struggle. The production drop could be seen by more bench time or decreased production.

 

 

* Basic wOBA = (.7* (BB + HBP) + .9*1B + 1.25*2B + 1.6*3B + 2*HR)/PA