The full one hundred and sixty-two major league season has now concluded. After two whole tumultuous years, it is with great joy, that I am able to utter this sentence once again. After just a 60-game short season in 2021, completing the full schedule docket is a sparkling achievement.

It is now time to check back on how we fared during the past season. Here at RotoGraphs, that tradition starts with reviewing our pre-season bold predictions.

As always, I will remind my readers that we will never succeed in perfectly mining all of our bold predictions, nor should we. If this was simply a contest to obtain high precision, then we would have filled our lots with easy guesses. “Gerrit Cole will strike out 180 batters” – is an amazing baseball accomplishment, but it is far from bold. In fact, ATC was the low projection system on Gerrit Cole, and predicted an expected 257 Ks. Forget bold – the statistics may have suggested a probability of circumstance close to 60-75%.

Bold predictions are meant to be a far more remote event. They are meant to be unlikely.

At the other end of the spectrum, bold predictions are also not meant to be impossible. “Albert Pujols will steal 25 bases,” is not within the realm of any reasonable possibility. That is a prediction into the weird or absurd – which is NOT the purpose of these columns.

This author perennially suggests that bold predictions should lie in the 70^th to 90^th percentiles. In other terms, we should be boldly calling events that are 10-30% likely to occur. In return period speak – an occurrence that should unfold every 1 in 3.3 to 1 in 10 years. It should be a prediction that would happen once, twice or thrice a decade.

The point of the exercise is to highlight certain undervalued (or overvalued) players by choosing a few unlikely, but achievable outcomes. By doing so, the goal is for the reader to pay the player(s) in question a bit more (or less) attention than the market would suggest.

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Introduction

Well, we are down to the final week of fantasy baseball. After a short 60 game season in 2020, we are blessed to be approaching game 162 here in 2021!

We here at RotoGraphs, are hoping that you are right in the thick of the competition for your league’s fantasy championship title. For me – I am right in the middle of an intense battle with one of the legends of rotisserie baseball, Ron Shandler, as well as our own Jeff Zimmerman.

The league that I am referring to is the Mixed Auction LABR league. I was one this division of LABR’s inaugural members back in 2020.

Above is a photograph of some of the participants of the live 2020 auction draft from Tampa, Florida. Due to COVID, this year’s draft was held online. LABR is one of the longest running (if not THE longest currently running) expert leagues of rotisserie baseball. It is an honor simply to be invited to compete.

The Mixed auction LABR league is a very standard 12-team 5×5 rotisserie league. We use the standard scoring categories (R, RBI, HR, SB, BA, W, K, SV, ERA, WHIP), and standard rosters (14 B, 9 P). Scoring periods are weekly, trading is allowed, and the initial draft is of the auction variety. Last year, I went into great detail recapping my draft – a two-part article that can be found here and here.

As many of you might already know, as a risk management actuary – my day job consists of running simulation models to recommend purchasing decisions to the upper management of my company. I simulate possible fires, hurricanes, medical malpractice claims, and other liabilities that we may be on the hook for.

Borrowing several actuarial methods, I adapted some of these models in order to develop a proprietary in-season fantasy baseball tool. It is a probabilistic final standings simulator. Using the current league accumulated standings, a source of projected ROS statistics, a volatility and a correlation model – I run 4000 iterations of what might happen for the remainder of the season.

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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 to look for a trade vs. playing the waiver wire
• Identifying what to trade for, and who to trade on your roster
  • High gradient categories
• How to negotiate trades
  • Should you make offers close to final, or low-ball with room to negotiate?
  • Sending out bad trade offers
  • Taking the time to explain trade offers to others
  • Negotiating with one team alone vs. pitting one team against the other
    • Never divulge trade negotiations directly
• Does standings position matter for trade needs?
  • Decreasing risk / diversifying when you have a lead
  • Increasing risk when far behind
• Fairness of Trades
  • Top teams trading with bottom teams
  • Instituting pay scales throughout the entire standings
  • Reinsurance’s take on fairness in fantasy sports
  • Moving up the league’s trade deadline

Fernando Tatis Jr.

• Were we wrong earlier in the season advocating to trade him?
  • Recap of Tatis trade advice from earlier this season
  • Trust the process, not the results
• Risk comparison to Luis Castillo (underperformance)
• Risk comparison to Adalberto Mondesi (health risk)
• League depth matters

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The Fantasy All-Stars Roundtable Episode of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

Guests: Paul Sporer & Justin Mason (The Sleeper & The Bust)

Injury Guru Trivia of the Week

1st Half Fantasy MVP – Hitters

• Shohei Ohtani
• Cedric Mullins
• Kyle Schwarber
• Jared Walsh

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Now is that time in the season where you’re probably starting to get a little antsy. Why hasn’t Player A hit any home runs yet? When will Player B steal a base? Do I cut this player? Do I add that player? You may fall into the trap of cutting players on a whim because of a 3-for-31 performance thus far, but then regret that cut when he goes on a home run hitting bonanza in a few weeks. So, what indicators can you look for when trying to decide whether to buy or sell, cut or claim? 

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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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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 4^th 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 70^th to 90^th 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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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.

Follow us on Twitter

• Ariel Cohen (@ATCNY)
• Reuven Guy (@mlbinjuryguru)
• Beat the Shift Podcast (@Beat_Shift_Pod)

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

Guest: Alex Fast

LABR Recap

• Reactions to the LABR Mixed Auction League Draft

Strategy Section

• Closers
  • How should we draft closers in 2021?
  • What closer tiers are the best return on investments?
  • Is it better to pick a named closer on a bad team or an uncertain closer on a good team?
• Relievers
  • How should we set ourselves up for in-season play with relief pitchers?
  • How much are reliever ratios a consideration while drafting, as opposed to only considering the closers role (saves)?
  • When should you draft a valuable middle reliever over a named closer?

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Last year, I debuted a series of posts using NFBC average auction values (AAV). It was a jolly good time, so I’m going to do it again this season. Once again, I’ll start by building a $14 offense. That’s right, 14 hitters, all just a buck. Isn’t that exciting?! I can only imagine the thrills that will be had choosing between players most fantasy owners have no desire to roster. But think of how amazing you $246 pitching staff would be!

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