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About Sean Wrona - RotoBaller

I ran the auto racing statistical archive race-database.com from 2007 to 2015 and have been doing advanced auto racing analytics since 2013, mostly on my website Racermetrics. I was generally regarded as the fastest typist in the world throughout the 2010s, being most famous for winning the Ultimate Typing Championship at the South by Southwest Interactive conference in 2010. In 2021, I released my first book, Nerds per Minute: A History of Competitive Typing. I am currently doing research for a second book where I intend to rank the top 1,000 drivers in motorsports history and have built several statistical models to rank drivers across various motorsports series. I earned a BA in Economics and an MPS in Applied Statistics from Cornell University in 2007 and 2008 respectively. I also am an expert-rated tournament Scrabble player. In high school, I was the statistician for the Mensa Scrabble-by-Mail Special Interest Group and wrote a 15-20 page column in that group's newsletter every other month. As you can see, I've been at this for a quarter century already.

Sean Wrona - RotoBaller has written 189 articles so far, you can find them below.


Aric Almirola Not Fast Enough To Contend

Despite his surprise win in the Xfinity race at Sonoma in June, don't expect much from Aric Almirola in Sunday's Charlotte ROVAL race. Not only has he finished 28th or worse in four of his five road course starts this year, he did finish all five of those races indicating that it was primarily a... Read More

7 months ago

Michael McDowell Should Run Strong At Charlotte

Although Michael McDowell has a reputation as a great NASCAR road racer, that was difficult to see in previous seasons because he seldom factored for the lead. That changed this year when he made all three passes for the lead at the Indianapolis and Watkins Glen road courses in back-to-back races and dominated the Indianapolis... Read More

7 months ago

Brad Keselowski Vulnerable On Playoff Bubble At Charlotte

Even though Brad Keselowski sits on the playoff bubble with a two-point advantage over Tyler Reddick for the last playoff spot, his odds of advancing to the Round of 8 do not look good. Keselowski has badly struggled on road courses in recent years due to both a lack of speed and numerous self-inflicted errors.... Read More

7 months ago

Ryan Blaney’s Team Unlikely To Focus On This Race

Having advanced to the Round of 8 in the NASCAR Cup Series playoffs with his win at Talladega last week, Ryan Blaney gets a breather and doesn't have to worry about the Charlotte ROVAL race. Blaney has not run well on road courses this season with an average finish of 21.4 and a speed percentile... Read More

7 months ago

Chris Buescher Should Run Well At Charlotte

Chris Buescher enters tomorrow's Bank of America ROVAL 400 as arguably the most consistent NASCAR driver of the season. Not only did he have a streak of 20 consecutive top twenty finishes, the longest of the season, but he has finished no worse than 11th in his last ten road course starts. Even though he... Read More

7 months ago

Ty Gibbs's Spring Talladega Speed May Carry Over To The Fall

As Ty Gibbs sees tracks the second time in his rookie season, it's only natural that he would improve performance-wise. In the last six races, Gibbs ranked second in speed at Watkins Glen and third at Bristol, where he led 102 laps. Now he returns to the site of his first on-track lead change. In... Read More

7 months ago

Michael McDowell Likely Victim Of Team's Change in Focus

Although Michael McDowell finished well on drafting tracks in 2021 and 2022, don't expect him to contend at Talladega this weekend. Despite the massive Ford advantage on drafting tracks, McDowell has failed to lead a lap on those tracks all season. He did finish fourth in the summer Atlanta race, that performance was inflated as... Read More

7 months ago

Chase Briscoe Fast At Tracks Like Talladega

Chase Briscoe has had a rather baffling season. After being one of the breakout drivers of 2022, many people expected Briscoe to challenge Kevin Harvick to be the leader at Stewart-Haas Racing. Instead, Briscoe has been the slowest SHR driver by far this year, ranking only 28th in speed. However, despite his mediocrity elsewhere, Briscoe... Read More

7 months ago

Talladega Might Be Kevin Harvick's Last Chance for Victory

If Kevin Harvick is going to win in his final season, tomorrow's YellaWood 500 may be his last great shot. The Fords have had a massive advantage in the drafting races this year as Ford drivers have led the most laps in all five drafting races this season including leading over half the laps in... Read More

7 months ago

Ross Chastain's Season Quietly Better Than It Seems

Although Ross Chastain has taken his share of criticism for his crashes, and lack of dominance. Despite ranking only 11th in speed, Chastain ranks 9th in overall points, tied for 3rd in races with an on-track pass for the lead, 7th in cumulative races led (which adjusts laps led for differential race lengths), and 6th... Read More

7 months ago

Christopher Bell's Crash Avoidance Boosts Playoff Hopes

Christopher Bell sits twenty points above the playoff cutline entering Talladega to get into the Round of 8. As with his teammate Denny Hamlin, he likely will face an equipment disadvantage in tomorrow's race to some extent. Penske and RFK Fords have had a substantial speed advantage on drafting tracks this season, so he likely... Read More

7 months ago

Denny Hamlin's Consistent Drafting Finishes Should Help Sunday

Denny Hamlin enters Sunday's YellaWood 500 second in the points standings 37 points above the cutline and fifteen points higher than Chris Buescher, the next driver not locked in. Despite his past success on drafting tracks, he seems unlikely to win. Hamlin drives a Toyota while Ford drivers have led the most laps in all... Read More

7 months ago

Erik Jones Looks Great At Texas Motor Speedway

While his wunderkind teammate Carson Hocevar is currently stealing most of the headlines for Legacy Motor Club, Erik Jones perseveres despite having a slower car than he did last year. Jones finished between 8th and 11th at every non-drafting superspeedway from Nashville to Darlington unexpectedly culminated in a 3rd-place finish at Kansas, easily the team's... Read More

8 months ago

Alex Bowman's Mediocre Speed Doesn't Bode Well for Texas

Alex Bowman's 2022 playoff campaign was derailed by a concussion he suffered in a crash at Texas, which caused him to miss the next five races. After a promising start to 2023, a back injury in a sprint car crash in Iowa again forced him to miss races. Bowman suffered a significant downturn in speed... Read More

8 months ago

Michael McDowell Unlikely to Duplicate Bristol Result

Although Michael McDowell did defy expectations and unexpectedly delivered the best short track run of his entire career in last weekend's Bristol Night Race, his 6th-place finish was still not enough for him to advance as he finished 16 points below the cutline. Considering he was the only driver who entered the playoffs with below-average... Read More

8 months ago

Kevin Harvick's Poor Bristol Run Raises Questions

Kevin Harvick was eliminated from the playoffs in last weekend's Bristol Night Race by four points after an uncharacteristically poor 29th-place finish. It would have been easy for Harvick to advance since the two bubble drivers who advanced to the next round, Martin Truex, Jr. and Bubba Wallace, scored mediocre 19th and 14th place finishes... Read More

8 months ago

Christopher Bell Will Be Fast But Could Falter Late

Christopher Bell did not get that fourth straight pole. However, the three Joe Gibbs Racing veterans have had blistering speed on intermediates with Truex leading the series with a speed percentile of 88.77% on those tracks followed by Denny Hamlin's 87.56%, Kyle Larson's 84.22%, and Bell's 80.07%. The Toyota dominance continued in qualifying with Bubba... Read More

8 months ago

Chris Buescher Quick, But Suffers With Intermediate Speed

Chris Buescher has been one of the hottest drivers in the Cup Series with three wins and five top tens in the last seven races. He leads Ford drivers in both wins and speed, having overtaken Kevin Harvick at Bristol to become the fastest Ford driver this year with a speed percentile of 63.76%, but... Read More

8 months ago

William Byron Should Be Fast But Only Contend

William Byron enters tomorrow's race at Texas in a tie for the points lead with Martin Truex, Jr. Byron leads the Cup Series this season in numerous categories including wins, top tens, laps led, fastest laps, average speed, and races with a pass for the lead. His prospects of advancing to the Round of 8... Read More

8 months ago

Austin Cindric's Short Track Woes Will Likely Continue

Although he did have a memorable finish in the 2021 Xfinity night race at Bristol with A.J. Allmendinger when both drivers crashed across the finish line while battling for the win, don't expect Austin Cindric to contend in the Cup night race Saturday. Not only has this been the slowest season for Team Penske in... Read More

8 months ago

Alex Bowman Unlikely To Contend At Bristol

While his Hendrick teammates are all likely to deliver strong performances in the Bristol night race Saturday night, Alex Bowman is unlikely to do the same. Unlike Chase Elliott, who has picked up speed this year in recent weeks after his injury, Bowman has been unable to duplicate that. Bowman ranked second in speed with... Read More

8 months ago

Chase Elliott's Improved Speed May Bode Well For Bristol

Despite missing the driver's playoffs, Chase Elliott has his mojo back in recent weeks. He now ranks 8th in speed this year with a speed percentile of 68.37%, having recently overtaken teammate Alex Bowman to become the third-fastest Hendrick driver this year. In the last five races, he ranks 5th in speed with a speed... Read More

8 months ago

Michael McDowell Likely Needs Win To Advance

Although Michael McDowell made the playoffs and earned his best short track qualifying performance ever for Saturday night's Bristol race, he almost certainly won't advance to the Round of 12. He ranks last in the playoffs 40 points below the cutline, which means he needs a win. Stage points might help as well. However, short... Read More

8 months ago

Bubba Wallace Needs Some Help To Advance

Bubba Wallace enters Saturday night's Bristol race 19 points beneath the playoff cutline after blowing a tire and hitting the wall at Kansas last weekend while running second. Unfortunately, having bad luck at his best track means he likely needs a great finish at a track that has historically been not so good. In eight... Read More

8 months ago

Joey Logano In Danger Of Missing Round Of 12

Joey Logano ranks 11th in points, a mere 12 points above the playoff cutline entering Saturday's Bristol night race. Despite winning last year's championship, his prospects of advancing look not that certain. In last year's race, he finished 27th after a suspension failure and only ranked 16th in speed. Although he did win the inaugural... Read More

8 months ago

Ryan Preece Likely To Struggle at Kansas

Two weeks after his crash in the regular season finale at Daytona, Ryan Preece persevered and didn't miss any races, running the entire race in last weekend's Southern 500 en route to a 28th place finish. However, he is unlikely to run well at Kansas for a variety of reasons. The Fords in general and... Read More

8 months ago

Erik Jones Should Contend for Top Ten Finish

Although Erik Jones has had much slower cars this year than he did last year since Chevrolet withdrew funding from the Legacy Motor Club team after they announced their switch to Toyota, Jones is still quietly delivering solid performances especially on unrestricted superspeedways. In the last four races on such tracks at Loudon, Pocono, Michigan,... Read More

8 months ago

Kevin Harvick Can Contend At Kansas But Not Win

Kevin Harvick will make his final start at the Kansas Speedway in tomorrow's Hollywood Casino 400. Kansas has been an excellent track for Harvick in the past. He has won three times and led 949 laps. However, he has not led since 2020 as the Stewart-Haas team has had a general decline in speed that... Read More

8 months ago

Chase Elliott May Return To Form At Kansas

Although he shockingly failed to make the playoffs for the first time in his career, Chase Elliott still stands a strong chance to be the playoffs' biggest spoiler, especially given the speed Hendrick Motorsports typically has at Kansas. In addition to winning there in 2018, Hendrick drivers have led the most laps in four of... Read More

8 months ago

Kansas Is Bubba Wallace's Best Shot For Playoff Win

Bubba Wallace returns to Kansas as a playoff contender for the first time. Not only did the 23XI Racing team sweep the Kansas races last year with Kurt Busch winning in the spring event and Wallace winning in the summer, but the Toyotas have maintained that speed all year on the intermediate tracks. In the... Read More

8 months ago

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REAL-TIME FANTASY NEWS

Tyler Seguin49 mins ago

Lifts Stars To Game 3 Win With Two Goals
Logan Stankoven57 mins ago

Scores First Two Postseason Goals
Mikko Rantanen1 hour ago

Collects Lone Avalanche Goal In Game 3 Loss
Jake Oettinger1 hour ago

Stymies Avalanche In Game 3 Win
Brady Skjei1 hour ago

Blasts Home Game-Winner To Give Canes Life
Alexis Lafrenière2 hours ago

Alexis Lafreniere Scores Fourth Goal Of Series
Paul Skenes2 hours ago

Strikes Out Seven In MLB Debut
Teuvo Teravainen2 hours ago

Posts Two Points To Lead Canes To Game 4 Win
John Hunter Nemechek2 hours ago

Will Start 22nd At Darlington
Kyle Larson2 hours ago

Expect Kyle Larson To Compete For The Win At Darlington
Tyrese Haliburton2 hours ago

Battling Multiple Ailments
Corey Lajoie2 hours ago

Corey LaJoie Is A Favorable DFS Value For Darlington Lineups
Ty Gibbs2 hours ago

Is Ty Gibbs Worth Rostering At Darlington?
Chase Briscoe2 hours ago

Consider Chase Briscoe As A Darlington Tournament Play
Josh Berry2 hours ago

Is Highly Recommended For DFS At Darlington
Ryan Blaney2 hours ago

Is Ryan Blaney Recommended For DFS At Darlington?
OG Anunoby2 hours ago

Out Again On Sunday
Kerry Carpenter2 hours ago

Launches Two Home Runs On Saturday
Randy Arozarena2 hours ago

Homers, Drives In Four On Saturday
Shohei Ohtani2 hours ago

Dealing With Back Tightness
Max Fried2 hours ago

Picks Up Third Win, Fires Seven No-Hit Innings
Michael Conforto3 hours ago

Set For MRI, Suffers Strained Right Hamstring
Daniel Suarez3 hours ago

Starts In The Middle On Sunday
Ricky Stenhouse Jr3 hours ago

. Could Snag Some Stage Points Sunday
Christopher Morel3 hours ago

Exits Saturday's Game With Right Knee Soreness
Joey Logano3 hours ago

Tough To Count Out At Darlington
Evan Carter3 hours ago

Dealing With Lower-Back Stiffness
Derek Kraus3 hours ago

Begins 32nd For Goodyear 400
Daniel Hemric3 hours ago

Attempts To Rebound At Darlington
Vladimir Guerrero Jr.5 hours ago

Has Big Day In Blue Jays Victory
Jake Oettinger8 hours ago

Aims For Second Consecutive Win
Brandon Nimmo8 hours ago

Exits Early Saturday With Intercostal Irritation
Igor Shesterkin8 hours ago

Chases Historic Win Saturday
Jani Hakanpaa8 hours ago

Remains Out On Saturday
Danton Heinen8 hours ago

Logs Full Practice On Saturday
Brad Marchand9 hours ago

Day-To-Day With Upper-Body Injury
Filip Chytil9 hours ago

A Game-Time Call Saturday
Craig Kimbrel10 hours ago

Removed From Closer Role For Now
Jasson Domínguez10 hours ago

Jasson Dominguez Set To Begin Rehab Assignment Tuesday Or Wednesday
Ke'Bryan Hayes12 hours ago

Hits The 10-Day Injured List
Jarvis Landry12 hours ago

Works Out With Jaguars Friday
Edwin Díaz13 hours ago

Edwin Diaz Will Be Used In Three Straight Games At Times
Christian Scott13 hours ago

Does Not Have A Hard Innings Limit
Jayden Daniels13 hours ago

Impresses During Rookie Minicamp
Connor Wong13 hours ago

Getting The Day Off On Saturday
Rome Odunze13 hours ago

Sitting Out With Hamstring Tightness
Bam Adebayo14 hours ago

Expected To Receive An Extension
Bryan Woo14 hours ago

Leaves Early Friday, Expected To Make Next Start
Max Scherzer14 hours ago

Given Cortisone Injection
Kyle Schwarber14 hours ago

Dealing With Sore Back
Jesús Luzardo14 hours ago

Jesus Luzardo Activated And Starting Saturday
Pete Fairbanks14 hours ago

Rays Reinstate Pete Fairbanks From Injured List
Josh Hart1 day ago

Grabs A Double-Double In Game 3
Donte DiVincenzo1 day ago

Explodes Offensively On Friday
Jalen Brunson1 day ago

Can't Lift New York To A Win
Myles Turner1 day ago

Bounces Back In Game 3
Pascal Siakam1 day ago

Helps Indiana Claim Game 3
Tyrese Haliburton1 day ago

Surges Again On Friday Night
Bo Nix1 day ago

Signs Rookie Deal With Broncos
Dean Wade1 day ago

Picks Up Questionable Tag Ahead Of Game 3
Jarrett Allen1 day ago

Listed As Questionable For Game 3
Luka Doncic1 day ago

On Injury Report With New Issue
Precious Achiuwa1 day ago

Starts Game 3 On Friday
Tyrese Haliburton1 day ago

Available For Game 3 Against Knicks
Jalen Brunson1 day ago

Officially Good To Go Friday
Danton Heinen1 day ago

Remains Day-To-Day
Andrew Peeke1 day ago

On Track To Return On Friday
Jakub Lauko1 day ago

Returns To Bruins Lineup
Adam Henrique1 day ago

A Game-Time Call Friday
Leon Draisaitl1 day ago

Considered A Game-Time Decision On Friday
Sam Bennett1 day ago

A Game-Time Decision On Friday
Aidan O'Connell1 day ago

The Early Favorite To Start For Raiders
Kirk Cousins1 day ago

"Pretty Much Full-Go" This Offseason
Zay Jones1 day ago

Signing With Cardinals
Gabe Davis2 days ago

Working Through Knee Injury
Malik Nabers2 days ago

Giants Sign Malik Nabers To Rookie Deal
Caleb Williams2 days ago

Bears Officially Name Caleb Williams The Starter
Nursulton Ruziboev2 days ago

Set For A Co-Main Event
Joaquin Buckley2 days ago

To Fight In Co-Main Event Of UFC St. Louis
Carlos Ulberg2 days ago

Has A Tough Test In Front Of Him
Alonzo Menifield2 days ago

Looks To Extend His Win Streak
Sean Woodson2 days ago

Looks For Fifth Win In A Row
Alex Caceres2 days ago

Set To Face Sean Woodson At UFC St. Louis
Washington Wizards2 days ago

Brian Keefe Seen As Front-Runner For Wizards' Head-Coaching Job
Phoenix Suns2 days ago

Suns Plan To Hire Mike Budenholzer
Valeri Nichushkin2 days ago

Scores Ninth Postseason Goal
Miro Heiskanen2 days ago

Nets Two Power-Play Goals In Game 2 Victory
Shai Gilgeous-Alexander2 days ago

Leads All Scorers In Losing Effort
Luka Doncic2 days ago

Leads The Way In Game 2 Victory
P.J. Washington2 days ago

Pours In 29 Points
Jaylen Brown2 days ago

Cools Off In Game 2
Brock Bowers2 days ago

Raiders Sign Brock Bowers To Rookie Deal
Kyren Williams2 days ago

Rams Looking To Keep Kyren Williams Fresh in 2024
Jared Goff2 days ago

Extension A "High Priority" For Lions
Keon Coleman2 days ago

To Start Right Away For Bills
Hideki Matsuyama3 days ago

Withdraws From Wells Fargo Championship
Allen Robinson II3 days ago

Allen Robinson Signs With Giants
Waldo Cortes-Acosta3 days ago

Looks To Extend Win Streak At UFC St. Louis
Robelis Despaigne3 days ago

Puts Undefeated Record On The Line At UFC St. Louis
Mateusz Rębecki3 days ago

Mateusz Rebecki A Big Favorite At UFC St. Louis
Diego Ferreira3 days ago

Ends Year-Long Layoff At UFC St. Louis
Rodrigo Nascimento3 days ago

An Underdog At UFC St. Louis
Derrick Lewis3 days ago

Gets Main-Event Spot At UFC St. Louis
Josh Jacobs3 days ago

Has Chip On His Shoulder
Zay Jones3 days ago

Chiefs Next On Zay Jones' List Of Visits
Michael McDowell3 days ago

Will Join Spire Motorsports In 2025
Christian Watson3 days ago

"In A Great Place" With Hamstring Injury
Zay Jones3 days ago

Visiting Cowboys On Wednesday
Brandon Aiyuk4 days ago

49ers Want To Keep Brandon Aiyuk For The Long Term
Patrick Cantlay4 days ago

Looking To Reverse Quail Hollow Fortunes
Hideki Matsuyama4 days ago

Eyeing 10th Tour Victory In Charlotte
Russell Henley4 days ago

A Player To Avoid At Wells Fargo Championship
Will Zalatoris4 days ago

Back In Action At Quail Hollow
Christiaan Bezuidenhout4 days ago

Rolling Into Wells Fargo Championship
Denny McCarthy4 days ago

A Risky Option At Quail Hollow
PGA4 days ago

J.T. Poston Showing Upside Ahead Of Wells Fargo Championship
Michael McDowell4 days ago

To Leave Front Row Motorsports After 2024
Adam Schenk4 days ago

To Continue Playing Well At Quail Hollow?
Taylor Pendrith4 days ago

Heads To Quail Hollow After First Win In 2024
Adam Scott4 days ago

Heads To Quail Hollow In Solid Form
Tony Finau4 days ago

Returns To Wells Fargo Championship
Anthony Richardson4 days ago

Progressing Well, Feels Ready To Go
Keegan Bradley4 days ago

Looking To Find Putting Confidence At Quail Hollow
Billy Horschel4 days ago

A Volatile Option At Wells Fargo
Taylor Moore4 days ago

Attempts To Rebound At Charlotte
Lucas Glover4 days ago

Could Feel Close To Home At Wells Fargo
Si Woo Kim4 days ago

Playing Well Heading To Quail Hollow
Kurt Kitayama4 days ago

Likely To Lurk In Charlotte
Andrew Putnam4 days ago

Poised To Keep Rolling At Wells Fargo
Akshay Bhatia4 days ago

Looking To Continue Strong Play In Charlotte
Adam Hadwin4 days ago

An Interesting Pick At Wells Fargo
Kyle Larson5 days ago

Gets Win In Kansas With Amazing Photo Finish
Chris Buescher5 days ago

Misses Victory At Kansas In Closest NASCAR Finish Ever
Tyler Reddick5 days ago

Unexpectedly Lackluster at Kansas
Ty Gibbs5 days ago

Had Speed But Was Foiled by Pit Strategy at Kansas
William Byron5 days ago

Unable to Fully Recover From Qualifying Crash at Kansas
Kyle Busch5 days ago

Showing Consistent Speed Again After Mediocre Short Track Stretch
Martin Truex Jr6 days ago

. Misses Out On Victory At Kansas
Alexandre Pantoja6 days ago

Edges Out Competitive Decision At UFC 301
Steve Erceg6 days ago

Drops Decision Matchup
Ihor Potieria6 days ago

Gets Submitted At UFC 301
Michel Pereira6 days ago

Stops Ihor Potieria In The First Round
Paul Craig6 days ago

Gets Knocked Out At UFC 301
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