Archive for Hitters

Early Projections: Hitting Counting & Rate Stats

In my last article, I focused on the early-season projection accuracy of hitter playing time. Today, the rest of the standard 5×5 Roto hitting stats finally take center stage. Besides the counting stats, I turn each of them into rate stats to help determine projection accuracy. After completing the analysis, three options stick out.

As a reminder, here are the projections I used and some background on the analysis.

Projections

  • Steamer (FanGraphs)
  • ZIPS
  • DepthCharts (FanGraphs)
  • The Bat
  • The Bat X
  • Davenport
  • ATC (FanGraphs)
  • Pod (Mike Podhorzer)
  • Masterball (Todd Zola)
  • PECOTA (Baseball Prospectus)
  • RotoWire
  • CBS
  • Razzball (Steamer)
  • Paywall #1

To create a list of players to compare for accuracy, I took the TGFBI ADP (players in demand at that time) and selected the hitter in the top-450 drafted players (30-man roster, 15 teams in TGFBI). Generally, all the players were projected with the following exceptions. Rotowire and Pods didn’t have a Josh Rojas projection while Pods also didn’t have projections for Jazz Chisholm Jr. and Mike Brosseau. Additionally, CBS was missing several projections. I am blamed for part of it because I forgot to pull designated hitters and they didn’t project as many outfielders. Finally, I just removed the projection for Yasiel Puig. Read the rest of this entry »


Building a 2021 $14 NFBC Offense, A Review

One of the more enjoyable exercises I performed before this season was building a $14 NFBC offense, using the contests’ average auction values. The idea was to choose from the 59 hitters that averaged $1 in cost and put together an entire legal offense, filling each required slot. Let’s see how this squad performed, with final FanGraphs calculated auction values included.

Read the rest of this entry »


Projection Accuracy: Early March Plate Appearances

I’ve always wanted to do a projection analysis, especially at different time points. I had it started in 2020 and everything fell apart with the shortened season. I’m starting off simply today by looking at at-bat projections from March 1st with the Wisdom of the Crowds prevailing.

The reason I chose March 1st was that The Great Fantasy Baseball Invitational (TGFBI) started drafted that day. I pulled all 14 projections that morning. I contacted the paid providers and all but one agreed to have their name associated with the results. They are:

Projections

  • Steamer (FanGraphs)
  • ZIPS
  • DepthCharts (FanGraphs)
  • The Bat
  • The Bat X
  • Davenport
  • ATC (FanGraphs)
  • Pod (Mike Podhorzer)
  • Masterball (Todd Zola)
  • PECOTA (Baseball Prospectus)
  • RotoWire
  • CBS
  • Razzball (Steamer)
  • Paywall #1

Read the rest of this entry »


2021 Forecast — Potential HR/FB Rate Decliners, A Review

Yesterday, I reviewed the eight hitters on my 2021 potential HR/FB rate surger list. Today, let’s once again rely on my xHR/FB rate equation to review my preseason potential HR/FB rate decliners list.

Read the rest of this entry »


2021 Forecast — Potential HR/FB Rate Surgers, A Review

Today, I continue reviewing my 2021 preseason predictions by moving onto my list of potential HR/FB rate surgers. I used my xHR/FB rate to identify and discuss a handful of names that posted actual HR/FB rates well below what my equation calculated as a deserved mark. Since 2020 was a short season, there were a lot more significant gaps between xHR/FB rate and actual HR/FB rate, so there should have been less reliance on both marks given that we had smaller sample sizes to work with.

Read the rest of this entry »


2020 Review — HR/FB Rate Negative Validations, A Review

Yesterday, I reviewed my pre-season post comparing my xHR/FB rate to actual HR/FB rate from 2020, revealing which players sustained those 2020 HR/FB rate gains. Today, let’s now flip to the other side — those players in which xHR/FB rate validated a 2020 HR/FB rate decline. Did their 2020 marks represent a new, lower level of sustained production or did it turn out to be a short season fluke? Let’s find out.

Read the rest of this entry »


2020 Review — HR/FB Rate Positive Validations, A Review

Confused by the title? For most of the rest of this year, I’m going to review all my preseason, and some in-season, posts where I made predictions or used one of my xMetrics to make statements. I think accountability is extremely important in this industry, as our reputation should hinge upon the quality, and accuracy, of the advice we give. Today, I’m reviewing a post that pitted my xHR/FB rate against actual HR/FB rate. These were the guys who enjoyed HR/FB rate spikes in 2020 that my equation validated, or confirmed was real or mostly real. Let’s find out if these hitters held onto their 2020 HR/FB rate gains in 2021.

Read the rest of this entry »


Poll 2021: Which Group of Hitters Performs Better? A Review

For the first time this year, I added an all-star break hitter poll to pair with my pitcher poll. The hitter poll pitted the 10 greatest xwOBA overperformers against the 10 most significant underperformers. I asked you which group would post a higher second half wOBA and which range each group’s wOBA would fall into.

Read the rest of this entry »


Help Needed: Hitters Who Played Through a 2021 Injury

With the season just over, I’d like some help collecting information on the hitters who played through a 2021 injury. First, I’m not looking for those who may have struggled because of COVID-19 complications but played through a physical injury.

The information can help fantasy managers help point to why a hitter may have struggled when they begin their 2022. Also, my research has shown that these hitters see a production decline that can be incorporated into projections. It’s one offseason data point to have available going forward.

Read the rest of this entry »


Potential 2021 Playoffs Hitter Fantasy Value Boosters

The 2021 season is officially in the books! Since stats won’t be updated until tomorrow as I type this, let’s look toward the postseason rather than start our 2021 review. Yes, the title of this post is a mouthful. Essentially, I wanted to discuss a number of hitters who could dramatically raise their 2022 fantasy cost with a big postseason. Obviously, any hitter could do so. But these names are a mix that specifically could raise their profiles for a variety of reasons. I’m going to ignore how far I might guess the player’s team goes in the playoffs.

Read the rest of this entry »