X
Lost password?

Don't have an account?
Gain Access Now

X

Receive free daily analysis

NFL
NBA
NHL
NASCAR
CFB
MLB
MMA
PGA
ESPORTS
BETTING

Already have an account? Log In

X

Forgot Password


POPULAR FANTASY TOOLS

Expert Advice
Articles & Tools
Import Your Leagues
Daily Stats & Leaders
All Pitcher Matchups
Compare Any Players
Compare Any Players
Rookies & Call-Ups
24x7 News and Alerts

Identifying Risk via ATC Projections – Top 100 Players

shane bieber fantasy baseball rankings draft sleepers MLB injury news

Ariel Cohen uses his ATC fantasy baseball projections, the most accurate for two straight years, to discuss risk among the top 100 players for 2022 MLB drafts.

In my previous article, “Identifying Risk via the ATC Projections – Round 1,” I provided a primer on the ATC Projections volatility metrics.

To further your understanding, and for a visual explanation of how these volatility metrics work, please check out the seven-minute video entitled, “Using ATC Projections to Minimize Fantasy Baseball Draft Risk.” This was done in collaboration with fellow RotoBaller, Eric Samulski.

The first article of this series previewed players currently drafted inside the first round of NFBC drafts. Today, I will take a closer look at players being selected in the top-100. Note this article was originally published on March 1st.

Be sure to check all of our fantasy baseball lineup tools and resources:

 

ADP Data

To set the stage once again for this exercise, below is a visualization of recent NFBC ADP data for Draft Champion leagues:

Click image to enlarge

Player positions in the above grid are colored by the following key:

The grid will enable us to locate and analyze players by round when we talk about risk in the coming sections.

 

InterSD Player Notes – Top 100 Players

Below is the same NFBC ADP grid, but rather than the positional display - players are colored (and shaded) by their ATC Inter-projection standard deviation (InterSD). Players colored in green have low InterSD values, while players colored in red have high ones.

Click image to enlarge

To remind the reader - InterSD is a proxy for a player’s parameter risk. It quantifies how differently ATC’s underlying projections are from one another. My research has shown that players with high levels of parameter risk tend to underperform projections on average and vice versa.

We previously discussed players in the first round of drafts, so let’s continue now with the rest of the top-100 players.

In the second through seventh rounds, the players with the lowest parameter risk are Matt Olson (1.73), Nolan Arenado (1.74), and Atlanta’s relief pitcher, Will Smith (1.77).

Olson’s first year with substantial playing time was his age-23 season in 2017. Despite only having 216 plate appearances that year, Matt swatted an enormous 24 home runs. That tremendous pace was certainly unsustainable for a full season, as it was propelled by a 41% HR/FB% ratio. The power figures regressed over the course of his career but remained far higher than the league average. Since 2019, Olson has hit no less than 36 HRs per season (or of that pace in the shortened 2020) – and all of the supporting analytics show that he is fully legitimate. In 2021, Olson improved his game further by lowering his strikeout rate to 16.8% and putting up a career-high 5.0 WAR.

For 2022 - no matter what projection system you look at, Matt Olson is slated to club homers in the high 30s. For all systems, his projected auction value in a 15-team 5x5 mixed roto league lies between $20-$24. If anything, as seen in his ATC InterSK value (-0.50), he could even beat these projections. Simply look to 2021, where he amassed $28 of roto value - a season that he could replicate.

Nolan Arenado’s transition to St. Louis went largely as expected. He no longer is the $30+ fantasy asset from a few years ago, but he still is highly dependable as a fantasy third baseman. His 85% contact rate in 2021 was largely in line with his career norms and sets the stage for a high-value floor. Yes, his HR/FB% rate is no longer the same figure while back in Colorado, but that is already accounted for in his 2022 projections. With projections in high agreement this year, and with third base presenting as a relatively weak position in drafts, consider rostering Arenado on your fantasy teams.

As for Will Smith (ATL, RP) - it is important to note that projections typically agree more of the time for hitters than for pitchers. The fact that Smith has the third-lowest InterSD of rounds 2-7 speaks volumes about his low parameter risk.

The main reasons that he shows up with such a low InterSD are:

  • Almost all underlying systems project him to close out an exceptionally large percentage of Atlanta’s games. The saves account for a large part of Smith’s fantasy value.
  • Innings and strikeout rates are very similarly projected across systems.

Smith is still going relatively high in NFBC drafts – in the late fifth round. But with his indicated parameter risk metric, he might be a better buy than spending a second-round selection on a (pricy) Liam Hendricks.

Note: This article was written before Kenley Jansen signed with the Braves, bumping Will Smith from the closer's role. 

On the other side of the coin, players with high InterSD values typically fall into the following three categories:

  • Players with injury risk
  • Players with little major league experience
  • Players with an uncertain role

Of note, the players with a large amount of ‘injury risk’ heading into 2022 are mostly pitchers. Justin Verlander (9.1), Jacob deGrom (7.3), Shane Bieber (7.3), and Chris Sale (6.9) lead the field in pitcher InterSD. None of these names should surprise anyone.

Bobby Witt, Jr. (7.7), one of the top prospects in Major League Baseball, falls into the category of ‘little major league experience.’ His name here too should not surprise anyone. The major contributor to his parameter risk (and others in this category) is the projected playing time – which is often hard to predict for prospects. Witt could play a full season, half-season, or nothing at all.

Note: In the most recent update of ATC Projections, underlying playing time estimates (and other categories) have gotten closer to each other for Bobby Witt, Jr. His corresponding InterSD remains high, although it has since dropped to 4.8.

Kenley Jansen (6.5) falls into the third high InterSD category – of uncertain role. Currently, Kenley Jansen is an unsigned free agent. He may wind up being the closer on the next team that he plays for … or he may be just a high leverage reliever. Projected saves totals for him range from 45 saves all the way down to … zero. He is a prime example of an uncertain true talent for the coming year.

Note: This article was written before Kenley Jansen signed with the Braves, bumping Will Smith from the closer's role. 

 

InterSK Player Notes – Top 100 Players

Below is the same NFBC ADP grid, but this time, players are colored (and shaded) by their ATC Inter-projection skewness (InterSK).

Click image to enlarge

To remind the reader - The ATC InterSK quantifies how the underlying projections differ … not just if they differ. Positive-skew occurs when the median of the distribution is lower than its average. It is when more of the underlying projections are found lower than the ATC average. Negative-skew is the reverse. It is when the median of the distribution is to the right of the average – when more projections appear higher than the indicated ATC average.

The negatively skewed player distributions (above) are colored green, while the positively skewed ones are colored red. Negative-skew is preferred to positive-skew (green-colored players are preferred to red ones). All things being equal, you should want to draft a player where the wisdom of the crowds is better than the ATC average.

The players with the most negatively-skewed distributions (the most negative InterSK) in rounds two through seven are Cody Bellinger (-2.5), Chris Sale (-2.3), Aaron Judge (-2.2), and Shane Bieber (-1.9).

As detailed above, Sale and Bieber both have very large InterSD values. Cody Bellinger has a large InterSD (4.2) as well. Paired with the negative InterSK, it means that projections differ greatly, but the wisdom of the crowd skews above the ATC average. That should somewhat temper the extreme parameter risk of the three in question.

Aaron Judge, on the other hand, has a small InterSD (2.8). Coupled with a very negative InterSK – Judge’s parameter risk component is even smaller. Projections tightly agree, and if any – outlier projections are low.

For example, Judge’s lowest HR projections come in at 30. The ATC average lies at 38, and the median HR projection is even greater at 39. The nine HR spread between the observed 0th percentile and the 50th percentile is particularly large, given the fact that the bulk lies between 38-40.

Yes, another injury can certainly occur with Judge … and yes, there is always the possibility of prolonged underperformance. But with the low underlying ATC volatility parameter risk metrics, we can assert that Judge’s true underlying power is that of a high 30’s HR output. Go the extra buck (or half-round) for the Yankee slugger in 2022 drafts.

Now onto the players with very positive InterSK values in the top-100.

Kris Bryant (+1.6), Yu Darvish (+1.5), Lucas Giolito (+1.3), and Luis Castillo (+1.3) exhibit the most positive skew in their underlying projected true talent distributions.

For Darvish and Castillo, these highly positive InterSK values caution us that full bounce-back seasons may not be in the cards. For Giolito, one should be more cautious of his two-year breakout. Though the three pitchers’ InterSD values are fairly neutral – the indicated large positive skew points to some added parameter risk.

For Kris Bryant, the InterSK flag is far less worrisome, with his strong 2.7 InterSD value. Consider his projected home run totals.

Kris Bryant's Projected 2022 HRs
Projection HR
Projection 21
Projection 23
Projection 23
Projection 23
Projection 23
.
.
Projection 24
.
Projection 30

Bryant’s low projection is 21 HR. The vast majority of projections are between 23 and 24 HR. Yes, Bryant does have a 30-HR outlier projection, which causes the positive skew. However, that flag is heavily outweighed by particularly strong convergent projections on the whole. No matter what the exact shape of a tightly knit distribution is, it is nonetheless tightly knit.

Bryant is still about a round overvalued, according to ATC, but his risk metrics do not add any additional flags to his prospective value.

 

IntraSD Player Notes – Top 100 Players

Finally, below is the NFBC ADP grid once again. This time - players are highlighted by their ATC Intra-projection standard deviation (IntraSD). Low IntraSD figures are shaded in blue, while high IntraSD figures are shaded in orange.

Click image to enlarge

IntraSD is a measure of how spread out a player’s value is over all of the categories. The intra-projection volatility deals with the player’s categorical or profile risk. The smaller the categorical risk of the player, the less effect that any single component of the player’s profile will have on his total rotisserie value.

For pitchers, the high IntraSD players are typically closers. Their value is concentrated within the saves statistic. For that reason, Josh Hader (2.0), Liam Hendriks (1.8), and Raisel Iglesias (1.7) all have high IntraSD values. Of course, closers cannot be ignored in drafts – and these are the best of the bunch. The large IntraSD values simply highlight the extra risk inherent in their profile.

As for hitters, we typically see the ‘speedster’ and ‘home run hitter’ type players generate large IntraSD values. Adalberto Mondesi (2.9), Starling Marte (2.2), and Whit Merrifield (1.8) are some of the highest IntraSD speedster hitters. Pete Alonso (1.4) and Yordan Alvarez (1.3) are some of the higher IntraSD homerun hitters. As opposed to closers who are the only sources of the saves category, for hitters – you do have other choices to fill up your aggregate SBs and HRs. The IntraSD simply highlights the added profile risk. You might want to roster these smaller dimension players at a slight discount.

Now onto the low IntraSD players. Of the hitters selected in the second through seventh rounds, J.T. Realmuto (0.29), Jorge Polanco (0.32), Kris Bryant (0.33), Christian Yelich (0.43), Ozzie Albies (0.44), and Byron Buxton (0.47) have the lowest IntraSD values.

A few notes about each of the above players:

  • J.T. Realmuto’s categorical spread is close to uniform. Realmuto is projected for a slight positive Z-Score in each of the five rotisserie scoring categories. Particularly because he is catcher-eligible, he is highly unique within the player pool.

  • Not only is Jorge Polanco’s profile well balanced, but he is going at a discount, according to the ATC Projections. With a late sixth-round ADP, the Twins’ middle infielder may be a helpful piece to your roster’s construction at an accretive price. To boot, his InterSD is only 2.0!
  • We have already discussed Kris Bryant. With a very low 0.33 IntraSD, add one more reason to roster the former rookie of the year.
  • It is hard to say whether Christian Yelich will bounce back to his former self. It is possible that he underperformed due to injury over the past two seasons. It is also possible that he still remains injured or in decline. But at a late seventh-round price tag, ATC volatility metrics say that he is safer than most.
  • With a 2.4 InterSD and a 0.44 IntraSD, Ozzie Albies is quite stable. However, compared to the NFBC ADP – he is overpriced. The market clearly already knows about his rock-solid profile.
  • Byron Buxton is a tough player to properly price. With a low profile risk as highlighted by IntraSD, he is a tremendous building block when constructing a roster. However, projections do not agree on his values (5.2 InterSD). The disagreement stems mostly from playing time. There are also a few rates that are highly dispersed. One, his projected slugging percentages are all over the place - ranging all the way from .450 to .650. Second, his stolen base projections are also divergent. His fourth-round price tag might not be low enough to earn a profit. However, if he drops any further, take a chance on his excellent profile.



Download Our Free News & Alerts Mobile App

Like what you see? Download our updated fantasy baseball app for iPhone and Android with 24x7 player news, injury alerts, sleepers, prospects & more. All free!



More Fantasy Baseball Advice




POPULAR FANTASY TOOLS

Expert Advice
Articles & Tools
Import Your Leagues
Daily Stats & Leaders
All Pitcher Matchups
Compare Any Players
Compare Any Players
Rookies & Call-Ups
24x7 News and Alerts

REAL-TIME FANTASY NEWS

Austin Riley

Leaves Game Early on Friday With Abdominal Tightness
Kon Knueppel

Struggles in Summer League Win
Rafael Devers

Dealing With Back Inflammation
Walter Clayton Jr.

Plays Well on Friday Night
Cody Williams

Scores 21 Points in Summer League Loss
Kyle Filipowski

Leads the Way on Friday Night
Teoscar Hernández

Teoscar Hernandez Returning on Friday
Sauce Gardner

Wants to be Highest-Paid Cornerback
Rhamondre Stevenson

Heading into an Important Season
Minnesota Vikings

Josh Metellus, Vikings Have Mutual Interest in Extension
Tua Tagovailoa

2025 Could be Tua Tagovailoa's Last Season in Miami
Rashawn Slater

has "Full Confidence" a Deal Will Get Done
Byron Buxton

Returns on Friday
Isaiah Jackson

Signs Three-Year Extension
Jake Meyers

Placed on 10-Day Injured List With Calf Strain
Brandon Lowe

Placed on 10-Day Injured List With Oblique Tightness
Kodai Senga

Reinstated to Start on Friday
Alex Bregman

Officially Activated and Starting on Friday
Marvin Bagley III

Joining the Wizards
Herbert Jones

Signing Extension with Pelicans
Jacob Toppin

Returning to Hawks
Chicago Bears

Bears Extend General Manager Ryan Poles
Dalton Knecht

Avoids Serious Injury
MarShawn Lloyd

in a "Much Better Spot" Heading Into Training Camp
Javon Small

Signs Two-Way Deal
Dustin Hopkins

Browns Still Counting on Dustin Hopkins
Demarcus Robinson

Sentenced to Three Years of Probation
Jalen Nailor

In Line for WR3 Role in Minnesota
Andrew Thomas

Could Miss Start of 2025 Season
Alex Bregman

Expected to Return on Friday
Julio Rodríguez

Julio Rodriguez Won't Suit Up for Midsummer Classic
Trey Smith

Chiefs, Trey Smith Expected to Work Out Long-Term Extension
Bernhard Raimann

a Candidate for an Extension This Summer
C.J. Stroud

Could Sign Multi-Year Deal Before 2026 Season
Kyle Juszczyk

Says Christian McCaffrey Looks Healthy, Explosive
Kyren Williams

Showing Improved Explosiveness
Christian Barmore

"Dominant" this Spring
Ryan Reaves

Traded to Sharks
Vladislav Kolyachonok

Moves to Dallas
Matt Dumba

Lands in Pittsburgh
Mackie Samoskevich

Re-Signs with Panthers on One-Year Deal
Josh Manson

Inks Two-Year Extension with Avalanche
EDM

Isaac Howard Signs Three-Year, Entry-Level Contract With Oilers
Pete Crow-Armstrong

Homers Twice, Drives in Three
Brice Matthews

Joining Astros
MLB

White Sox-Guardians Postponed on Thursday
Brandon Aiyuk

Likely to Begin Season on PUP List, but Not Ruled Out for Week 1
Jameson Williams

Not in the Team's Long-Term Plans?
Tallison Teixeira

Set For His First UFC Main Event
Micah Parsons

Plans to be Present for Start of Training Camp
Derrick Lewis

Set To Headline UFC Nashville
Ikem Ekwonu

Next Up for Extension in Carolina?
Gabriel Bonfim

Looks For His Third UFC Win
Stephen Thompson

Returns At UFC Nashville
Steve Garcia

Looks To Extend His Win Streak
Calvin Kattar

In Dire Need Of Victory
Morgan Charrière

Morgan Charriere A Favorite At UFC Nashville
Nate Landwehr

Aims To Bounce Back
MMA

Austen Lane Looks To Get Back In The Win Column
Vitor Petrino

Set For His Heavyweight Debut
Tuco Tokkos

Set To Open Up UFC Nashville Main Card
Junior Tafa

Set For Light-Heavyweight Bout
Alex Bregman

Will Return to Red Sox This Weekend
Chris Sale

Braves Won't Consider Trading Chris Sale
Clarke Schmidt

to Undergo Season-Ending Elbow Surgery on Friday
Jalen Williams

Signs Contract Extension With Thunder
Alijah Martin

Agrees to Two-Way Deal With Raptors
Tristan Vukcevic

Set to Return to Washington
Byron Buxton

Sitting Thursday
Anfernee Simons

Celtics Are "Actively Trying to Trade" Anfernee Simons
NBA

Alex Ducas Heading to Australia
Dominick Barlow

Inks Two-Way Deal With 76ers
Jordan McLaughlin

Spurs Re-Sign Jordan McLaughlin to One-Year Deal
Dylan Harper

Out Thursday, Expected to Play Saturday
Ronald Acuña Jr.

Ronald Acuna Jr. Homers Twice on Wednesday
Mike Trout

Homers Twice in Win Over Rangers
Jazz Chisholm Jr.

Leads Yankees to Victory
Salvador Perez

Crushes Two Homers in Win
VJ Edgecombe

Diagnosed with a Sprained Thumb
Devin Booker

Agrees to Extension with Phoenix
Walter Clayton Jr.

Leads Jazz to Summer League Win
Gary Woodland

Looking to Find Rhythm at Scottish Open
Aaron Rai

Brings Consistent Play to Scottish Open
Maverick McNealy

a Solid Value Play at Scottish Open
Aldrich Potgieter

Making Scottish Open Debut
Tom Kim

Looks to Rebound at Scottish Open
Brian Harman

a Safe Option at Scottish Open
Luke Clanton

a Sneaky Value Play at Scottish Open
Sam Burns

Looking to Stay Hot at Scottish Open
Nicolai Hojgaard

May Feel More at Home in Europe
Harry Hall

Showing Fine Form Heading to Scotland
Ryan Fox

Playing Well Since Early Spring Struggles
Max Greyserman

has Solid History at the Genesis Scottish Open
Harris English

Aims High for Scotland Next
Corey Conners

Primed for the Genesis Scottish Open
Daniel Brown

Attempts the Scottish Swing Again
Jacob Bridgeman

Needs Putter to Work at Genesis Scottish Open
Scottie Scheffler

Headlines Field at Genesis Scottish Open
Rory McIlroy

a Smart Play for Scottish Open
Adam Scott

Looking to Build on History at The Renaissance Club
NASCAR

Sepp Straka Not Likely to Find Momentum at Scottish Open
Justin Rose

Hopes Month Hiatus Helps Him Bounce Back at Scottish Open
NHL

Tyler Johnson Retires After 13 NHL Seasons
Jack McBain

Inks New Five-Year Deal with Mammoth
Cam York

Re-Signs with Flyers for Five Years
Jake Knapp

Fits the Mold for Success at The Renaissance Club
Ty Gibbs

Finishes Second at Chicago and Advances in In-Season Challenge
Alex Bowman

Defeats Bubba Wallace in In-Season Challenge, but Not Without Controversy
Alex Bowman

Bubba Wallace Wrecked by Alex Bowman Again, Putting Playoffs in Doubt
Michael McDowell

Throttle Failure Ends Michael McDowell's Chances to Win at Chicago
Austin Hill

Earns First NASCAR Cup Series Top Ten at Chicago
Tyler Reddick

Scores a Strong Third-Place Run at Chicago
Kyle Busch

Matches his Best Career Finish At Chicago on Sunday
Denny Hamlin

Fights his Way to a Top-5 Finish at Chicago
William Byron

has his Worst Weekend of the Season at Chicago
Sonny Milano

on Track to Be Ready for Training Camp
Jakub Dobes

Signs Two-Year Deal with Canadiens
NHL

Hendrix Lapierre Signs One-Year Deal with Capitals
Carson Hocevar

Should DFS Players Consider Carson Hocevar for Chicago Lineups?
Tye Kartye

Kraken Re-Sign Tye Kartye for Two Years
Ross Chastain

May be A Decent DFS Option for Chicago Lineups
Dmitri Voronkov

Signs Two-Year, $8.35 Million Extension with Blue Jackets
Ryan Preece

Should DFS Players Roster Ryan Preece at Chicago?
Austin Dillon

Is Too Great of A Risk to Add to Chicago Lineups
Zane Smith

Is A Value Play Worth Rostering At Chicago
Austin Hill

is A Favorable Value Option for Chicago DFS Lineups
Ty Dillon

Is Ty Dillon A Decent Driver to Add For NASCAR DFS At Chicago?
William Byron

Qualifying Crash Makes William Byron a Likely DFS Must-Have
Alex Bowman

Should Finish Well, but Probably Costs Too Much for Serious DFS Consideration
Joey Logano

Has Been Relatively Mediocre on Road Courses Lately
Ryan Blaney

Doesn't Really Fit Neatly into Optimal DFS Lineups
RANKINGS
C
1B
2B
3B
SS
OF
SP
RP

RANKINGS

QB
RB
WR
TE
K
DEF