Archive for Strategy

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


Beat the Shift Podcast – Prospect Episode w/ James Anderson

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

Guest: James Anderson

Prospects

  • The top prospects already in the major leagues
  • Has the new incentives for rookies changed the timing of prospect call-ups?
  • Prospects to make an impact in 2024
  • Prospects to make an impact in 2025

Injury Guru’s Trivia of the Week

Strategy Section

  • Hit rates for prospects
  • What translates to short term success for prospects?
  • What translates to long term success for prospects?
  • How much FAAB should you bid on prospects when they come up to the majors (NFBC)?
  • How early should you pick up prospects off of the waiver wire (home leagues)?
  • When should you trade for/away prospects in keeper leagues?
  • When should you cut bait on a prospect in redraft leagues?

Waiver Wire

Pitcher Preview

Mailbag

Injury Update

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Beat the Shift Podcast – Relief Pitcher Episode w/ Doug Dennis

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

Guest: Doug Dennis

Strategy Section

  • The value of rostering a closer handcuff
  • The value of middle relievers who won’t close games
  • Key Middle Relievers
  • Timing of when to pick up closer handcuffs off of the wire
  • Looking at overall skills vs. recent performance
  • How much FAAB to spend on new in-season closers?
  • How to deal with closers potentially being traded mid-season?
  • When to drop a struggling or demoted closer?
  • Decisions are context dependent
  • Closers on bad teams

The Doug Dennis Strategy

  • Tout Wars expert league strategy

Injury Guru’s Trivia of the Week

Bullpen Situations

  • Phillies
  • Orioles
  • Rays
  • Twins
  • Dodgers
  • Nationals

Waiver Wire

Pitcher Preview

Injury Update

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Beat the Shift Podcast – Value Episode w/ Larry Schechter

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

Guest: Larry Schechter

Larry’s new book – The History of Fantasy Sports

Strategy Section

  • Auction Draft Strategy
    • General Strategy
    • Bargains & Relative Bargains
    • High priced catchers
    • How to bump up catchers for replacement level
    • Valuing closers
    • Preparing with market values
    • How to incorporate risk in your values
      • Baked into player projections via playing time
      • Aggregating risk
    • Using projections
  • Mono vs. Mixed leagues
    • Valuing players in a mixed league
    • FAAB
  • In-person vs. online auctions

Waiver Wire

Pitcher Preview

Injury Update

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Beat the Shift Podcast – Hot Episode w/ Sky Dombrokse

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

Guest: Sky Dombroske

Introduction

  • Tout Wars H2H
  • Head to Head format
  • Not having an injured list
  • Mike Trout injury

Strategy Section

  • Hot Starts
    • What metrics should you look at to determine if hot starts are for real?
    • Using pre-season players projections based partially on prior injured seasons
    • Which do you believe more – hot pitcher starts or hot hitter starts?
    • How quickly to act on picking up hot players off of the waiver wire?
      • How much should you pay in FAAB?
    • Trading
      • Trading for a hot player
      • Trading away a hot player
    • How long do you keep rolling with hot players in your active lineup?
      • Hitters vs. pitchers
    • How to know when a player has “cooled off”

Hot Start Hitters – How to handle?

Hot Start Pitchers – How to handle?

Waiver Wire

Pitcher Preview

Injury Update

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Beat the Shift Podcast – Cold Episode w/ Sara Sanchez

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

Guest: Sara Sanchez

Catching Up

  • Las Vegas
  • Eclipse
  • Red Sox Opening Day
  • Softball
  • High School Baseball

Strategy Section

  • Starting Pitcher injuries
    • Velocity related?
    • Does MLB have a problem on its hands?
    • How should we alter our fantasy strategy?
    • Sholuld we be spedning more or less draft capital on pitching?
  • Cold Starts to the season
    • When to bench?
    • When to drop?
    • How to tell injury from a cold start?
    • What stats to look at to determine bounceback?
    • Hitters vs. Pitchers

Underperforming Pitchers – How to handle?

Underperforming Hitters – How to handle?

Waiver Wire

Pitcher Preview

Injury Update

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Beat the Shift Podcast – 2024 Predictions Episode w/ Scott Pianowski

The 2024 Predictions episode of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

Guest: Scott Pianowski

Strategy Section

  • Draft Recap
    • Drafting early vs. drafting late
    • The influence of projections
    • Helium players
      • What causes them?
    • Closer trends
  • Discussion about Average Draft Position (ADP)
  • Our most drafted players
  • FAAB in the first few weeks of the season
    • Importance
    • Opportunity Cost
    • How much to spend?
    • Tying in draft / roster construction

Bold Predictions

  • Hitter predictions
  • Pitcher predictions
  • Team predictions

Awards Predictions

  • MVP
  • Cy Young
  • Rookie of the Year

World Series Predictions

Injury Update

Softball

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Beat the Shift Podcast – Draft & Auction Recap Episode w/ Justin Mason

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

Guest: Justin Mason

Strategy Section

  • TGFBI
    • What is TGFBI?
    • KDS Selections
    • Draft plan & execution
    • Freddie Freeman as a 1st rounder
    • Nico Hoerner as a draft linchpin
    • Relief Pitcher darts at the end of drafts
    • How much risk to take on, and when?
    • TGFBI Average Draft Position trends
  • Auctions
    • Differences between snake drafts and auctions
    • What is it like to draft against?
      • Ariel Cohen
      • Justin Mason
    • Adjusting draft strategy based on other owners’ tendencies
    • Coming to auction tables with market values
    • Hitter / Pitcher % Split
    • How to handle Ronald Acuna Jr. in auctions?
    • Online vs. in-person auctions
    • 12-team vs. 15-team auctions
  • LABR Mixed Auction Recap
    • Justin
      • Stars & Scrubs hitting
      • Low cost pitching
      • Late game / low valued injury darts
      • 3 Closers
    • Ariel
      • Big catcher spending
      • High value starting pitching
      • How to make up for the loss of Devin Williams
    • Trading leagues vs. non-trading leagues
  • Tout Mixed Auction Recap
  • Drafting as a proxy for a team’s owner
  • Tout Head to Head Recap
    • Do you need to follow the market’s Hitter / Pitcher % split in points leagues?
    • Nominating catchers early on
    • Salvador Perez’s value
    • Factoring in the HTH playoff format into player valuation

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Beat the Shift Podcast – Relief Pitcher Preview Episode – w/ Greg Jewett

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

Guest: Greg Jewett

Strategy Section

  • General closer player pool observations
  • What price points should you purchase closers at?
    • General strategy
  • Is purchasing closers through FAAB a good investment?
  • What skills or information should you look at to speculate on closers in waiting?
  • Stay away from closers on bad teams?
  • When is it worthwhile to roster a closer handcuff?
  • Should you worry that a closer will be traded mid-season (enough to affect a buying/rostering decision)?

Closer Situations

  • Discussion of all 30 MLB team closer situations

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