👉 TAP TO SAVE 50% WITH CODE SPRING
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

#1 Expert Projections
Save 30% Now
Import Your Leagues
Props Tool
Compare Any Players
Compare Any Players
24x7 News and Alerts

Plate Discipline: Using Sabermetrics for Fantasy Baseball

juan soto fantasy baseball rankings outfield MLB injury news

Rick Lucks breaks down how to use a hitter's plate discipline to project his future performance as his series on making advanced metrics more accessible to fantasy managers continues.

No matter how high a particular player's BABIP may be, his average will be mediocre at best if he strikes out too much. This is why fantasy managers have known for years that players like Mike Zunino are potential drains on a fantasy team's batting average. Furthermore, players that whiff a lot tend to continue to do so – it is a very sticky trait.

In 2021, the league average K% was 23.2%, meaning that roughly one in five MLB PAs ended in a K. Players who strike out less frequently tend to hit for higher averages, while more strikeouts hurt batting average. Of course, a player may put up a fluke K% just as easily as a fluke BABIP.

FanGraphs is once again the best place to look for plate discipline data, located toward the bottom of each player's page right before fielding. Let's learn how analyzing stats related to plate discipline can help improve the performance of your fantasy baseball team entering the 2022 season.

Featured Promo: Save 50% the regular price with discount code SPRING, for a limited time. Exclusive access to our Team Sync platform, DFS cheat sheets, Lineup Optimizers, betting/prop picks, and exclusive content from Nick Mariano and Eric Cross! GAIN ACCESS NOW

 

How to Interpret Plate Discipline

Sabermetrics may be used to determine whether a given player "deserved" his K% over a particular period. The first number to check is SwStr%. This metric simply tracks what percentage of pitches a batter swings and misses at. The league average was 11.3% in 2021, with higher numbers indicating a proneness to K. If a player improves his strikeout rate without a corresponding improvement in SwStr%, the improvement is unlikely to stick moving forward. Likewise, a career-worst strikeout rate backed by a normal SwStr% is likely to regress in the player's favor.

Notably, Baseball Savant's Whiff% is not the same thing as SwStr%. Whiff% measures how often a batter swings and misses on all swings, while SwStr% uses all pitches seen instead. Whiff% figures are therefore much higher than SwStr%. Since SwStr% is used much more frequently in fantasy analysis, the rest of this article will use it.

Further detail is offered by O-Swing%, a measure of how often a batter swings at a pitch outside of the strike zone. Batters usually want to hit "their pitch," which they never get to see if they pop-up a fastball over their head early in the count. In 2021, the league averaged an O-Swing% of 31.3%. Numbers significantly higher than this indicate an increased likelihood of chasing a bad pitch and making poor contact or striking out.

This stat is also used to examine a player's walk rate, or BB%, in much the same manner as SwStr% is used to double-check K%. A strong walk rate when a player is still chasing too many pitches is not based on any repeatable skill, and will likely be normalized moving forward. Likewise, a lower walk rate paired with a career-average O-Swing% indicates that the walks should come back.

Fantasy managers should always care about walks even if their format does not directly reward them. Every BB is a chance to steal a base or score a run, and players that know the zone tend to hit for higher averages to boot!

 

Evaluating Players Through Plate Discipline

Juan Soto has convincingly dethroned Joey Votto as the undisputed plate discipline king, and his metrics are a marvel to look at. His 22.2 BB% bested his 14.2 K% by a substantial margin, something virtually unheard of in today's game. Digging deeper, we see that Soto has the peripherals to back up those numbers. He only chased pitches outside of the strike zone 15.1% of the time last year, less than half of the league-average rate. He also rarely missed the ball with a SwStr% of 6.1. It is safe to conclude that Soto will continue to demonstrate outstanding plate discipline in 2022 and beyond.

Detroit's Javier Baez does not measure up as well. He hit a reasonable .265 in 2021 despite striking out at a 33.6% clip. He chased too many pitches outside of the strike zone (career-worst 46.6%), making it tough to project a repeat of even his modest 5.1 BB%. Worse, he whiffed at a career-worst 21.4% of the pitches he swung at. Baez has never been good at plate discipline, but it is still troubling to see everything trending in the wrong direction. The Tigers ignored these red flags by signing Baez to a big free agent deal in the offseason, but fantasy managers should not repeat their mistake.

Aggression or passivity at the plate can confound this analysis slightly. For example, Baez was extremely aggressive in 2021 with a Swing% of 56.8. Even if a hitter has a high chase rate, he can't strike out if he resolves the PA before three pitches are thrown. Soto is on the opposite side of the spectrum, as his refusal to swing at borderline pitches (35 Swing% last year) leads to more Ks than his raw SwStr% numbers would suggest. Still, you'd much rather see Soto's approach than Baez's.

Other plate discipline metrics exist, such as Z-Swing%, O-Contact%, and Z-Contact%, but SwStr% is usually a good enough proxy for fantasy purposes. One exception to this rule is a change in SwStr% rooted exclusively in pitches outside of the zone. Sometimes, missing those pitches can be better than hitting them.

 

Conclusion

To conclude, both K% and BB% are useful for fantasy purposes but fail to tell the whole story. SwStr%, or how often a batter swings and misses, is a better indicator of a player's future strikeout rate than K% alone. O-Swing%, or how often a batter chases pitches outside of the zone, performs similarly concerning BB%. If you would like to learn how to use more metrics to determine fantasy performance, stay tuned to our series on making sabermetrics more accessible to fantasy managers!

More Sabermetrics & Statcast for Fantasy Baseball




POPULAR FANTASY TOOLS

#1 Expert Projections
Save 30% Now
Import Your Leagues
Props Tool
Compare Any Players
Compare Any Players
24x7 News and Alerts

REAL-TIME FANTASY NEWS

Shai Gilgeous-Alexander

Posts 25 in Series Opener
Paul George

Delivers 17 Points Against Boston
Tyrese Maxey

Leads 76ers in Game 1 Defeat
Jaylen Brown

Scores 26 Points in Game 1 Victory
Jayson Tatum

Posts Double-Double in Game 1 Win
Peyton Watson

Still Sidelined for Game 2
Anthony Richardson Sr.

Dynasty Value at All-Time Low
NFL

David Bailey Visits Several Teams Leading Up to the NFL Draft
Anthony Edwards

Listed as Questionable for Game 2
NFL

Oscar Delp Takes Several Visits Ahead of Draft
NFL

Chiefs Talking with Cardinals About the No. 3 Pick
Carson Beck

Steelers Eyeing Carson Beck in the Draft?
Thomas Bryant

to Remain Out Monday
Juan Soto

is on Track to Return Next Homestand
Cade Cunningham

Playing Without Minutes Restriction Sunday
Corbin Carroll

Exits Sunday's Game with Back Tightness
OG Anunoby

Tagged as Probable for Monday
Onyeka Okongwu

Might Miss Game 2 Against Knicks
Immanuel Quickley

Questionable for Game 2
Jordan Goodwin

Ruled Out for Rest of Game 1
Jonathan Isaac

Ruled Out for Sunday
Desmond Bane

Available for Game 1
Artem Zub

Uncertain for Game 2
Karel Vejmelka

Makes Playoff Debut Sunday
Carter Hart

in Vegas Crease for Playoff Opener
Jeremy Swayman

Begins Fifth Postseason Campaign
Alex Lyon

Available for Game 1
Dominic James

Activated From Injured Reserve
NFL

Zachariah Branch Arrested for Misdemeanor Obstruction
New York Giants

Sonny Styles One of the Top Targets for Giants at No. 5 in NFL Draft
Renardo Green

49ers Looking to Trade Renardo Green?
Keenan Allen

Chargers Not Closing the Door on a Reunion With Keenan Allen
Grayson Allen

is Available for Game 1 on Sunday
A.J. Brown

Eagles Preparing for A.J. Brown's Departure?
Peter Skoronski

Titans to Pick Up Peter Skoronski's Fifth-Year Option
Breece Hall

Dynasty Upside Remains Limited by Offensive Environment in New York
Cincinnati Bengals

Dexter Lawrence Signing One-Year Extension With Bengals
Kristaps Porzingis

Unsure About Returning to Golden State
Drake London

Dynasty Upside Remains Limited by Quarterback Questions in Atlanta
Mark Williams

is Ruled Out for Game 1 on Sunday
Chris Olave

Dynasty Value Rising After Resurgent 2025 Season
Coby White

Hornets Want to Bring Back Coby White
Bucky Irving

Can Bucky Irving Bounce Back After Injury-Marred 2025?
Kenneth Walker III

a Major Dynasty Riser After Offseason Move to Kansas City
Desmond Bane

Considered Probable for Game 1
Bo Nix

Dynasty Value in Question Coming Off Injury?
Tarik Skubal

Fans 10 in Win Over Red Sox on Saturday
Raisel Iglesias

Dealing With Shoulder Issue
Davante Adams

Glaring Opportunity to Sell High on Davante Adams?
Jordan Addison

Can Jordan Addison Overcome Ugly Quarterback Situation?
Emeka Egbuka

a Trade Target in Some Dynasty Leagues
Kyle Larson

Should not be Underestimated for the Win at Kansas
Denny Hamlin

Can Denny Hamlin Dominate at Kansas Again?
NASCAR

Christoper Bell Should Contend for First Win at Kansas
Joel Eriksson Ek

Powers Minnesota Past Dallas in Opening Game
Tyler Reddick

Fastest in Practice and Qualifying for Kansas Race
Ryan Blaney

Could Score another Top-10 Finish at Kansas
Ty Gibbs

Poised to Continue Hot Streak at Kansas
Logan Stankoven

Makes Big Impact in Carolina's Game 1 Victory
Chris Buescher

Always Consistent, Has Speed Heading Into Kansas
William Byron

is A Solid DFS Option for Kansas Lineups
Carson Hocevar

Poised for Career-Best Run at Kansas
Porter Martone

Nets Game-Winning Goal to Defeat Pittsburgh
Frederik Andersen

Shuts Out Ottawa in Game 1
Chase Briscoe

Is Chase Briscoe Worth Rostering for DFS at Kansas?
Chase Elliott

Is A Favorable DFS Option for Kansas Lineups
Matt Boldy

Delivers Huge Game 1 Performance in Win
Joey Logano

Could Joey Logano be Considered Playable In DFS This Week at Kansas?
NASCAR

Bubba Wallace is A Favorable Driver to Consider for Kansas Lineups
Ross Chastain

Is Ross Chastain A Worthy DFS Option for Kansas?
Brad Keselowski

Could Brad Keselowski be A Sneaky DFS Option for Kansas?
Daniel Suarez

Should DFS Managers Roster Daniel Suarez at Kansas?
Dylan Harper

is Ready for Sunday's Game
Stuart Skinner

Starting Game 1 Against Flyers
Alexandre Carrier

Back at Practice
Jared McCann

Undergoes Lower-Body Procedure
Andrei Kuzmenko

Activated From Injured Reserve
Victor Hedman

Out for Game 1 on Sunday
William Karlsson

Unavailable for Start of First-Round Series
Quinn Hughes

Available Saturday
Miro Heiskanen

Cleared for Game 1
Jhoan Duran

Placed on 15-Day Injured List With Oblique Strain
Kyle Stowers

Will be Activated on Sunday
Jesper Wallstedt

to Start in Goal for Minnesota on Saturday
Logan Stankoven

Presumed Ready for Game 1
Max Muncy

has Another Multi-Homer Game at Coors Field
Lourdes Gurriel Jr.

Expected to Make Season Debut on Saturday
Austin Riley

Hits Two Home Runs in Shutout Win Over Phillies
Daulton Varsho

Removed Early on Friday With Knee Discomfort
Edwin Uceta

Having More Shoulder Issues, "Shut Down for a Few Days"
Josh Hader

Moved to 60-Day Injured List
Willson Contreras

Returns to Red Sox Lineup on Friday
Daniel Palencia

Goes on 15-Day Injured List With Oblique Strain
Juan Soto

Still on Track to Return Next Week
Los Angeles Angels

Garret Anderson Dies at 53 Years Old
Mike Malott

A Favorite At UFC Winnipeg
Gilbert Burns

Set For UFC Winnipeg Main Event
Kyler Phillips

Set UFC Winnipeg Co-Main Event
Charles Jourdain

Looks To Extend His Win Streak
Jai Herbert

An Underdog At UFC Winnipeg
Mandel Nallo

Set For His UFC Debut
Karine Silva

Looks To Get Back In The Win Column
Jasmine Jasudavicius

Looks To Bounce Back
Parker Messick

Flirts With No-Hitter in Latest Gem Against Orioles
Mike Trout

Hits Five Homers in Series Versus Yankees
Spencer Arrighetti

Fans 10 in Season Debut, to Remain a Focal Point in Rotation?
Nick Pivetta

Dealing With Flexor Strain, Could Miss Months
Nico Hoerner

Homers, Drive in Five in Win Over Phillies
CFB

Michigan Lands Commitment From Quarterback Kamden Lopati
Sahith Theegala

Brings Strong Form Into Harbour Town
Wyndham Clark

Needs Putter to Show Up at RBC Heritage
Jacob Bridgeman

Looks to Return to Elite Form at Harbour Town
J.J. Spaun

a Volatile Option at RBC Heritage
PGA

Sungjae Im Offers High-Upside Value at RBC Heritage
Matt Fitzpatrick

Set for Another Strong Showing at RBC Heritage
Jason Day

Eyes Bounce-Back After Sunday Struggles at the Masters
Akshay Bhatia

Looking to Rebound at Harbour Town
Cameron Young

Hoping to Secure Second Win of Season at RBC Heritage
Scottie Scheffler

Looks to Win Again at RBC Heritage
Shane Lowry

Has Disappointing Final Round at Masters
Viktor Hovland

Hoping to Build on Final Round at Masters
Brian Harman

Struggling For Consistency Heading to RBC Heritage
Chris Gotterup

Putting Together Outstanding 2026 Season
Justin Thomas

Looks to Defend in Hilton Head
Jordan Spieth

in Search of Improved Putting at RBC Heritage
Marco Penge

May Continue Up-and-Down Ride at the RBC Heritage
Xander Schauffele

Could Get The Job Done at RBC Heritage
Jake Knapp

Keeps Building Strong Results in 2026
Kurt Kitayama

Trying to Regain Form From Florida
Collin Morikawa

Continues to be a Scary DFS Play at RBC Heritage
RANKINGS
C
1B
2B
3B
SS
OF
SP
RP

RANKINGS

QB
RB
WR
TE
K
DEF