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Sean Wrona - RotoBaller

800 articles

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 have just recently launched a blog at http://seanwrona.substack.com/ where I am releasing one driver capsule a day for my book if you are interested in subscribing. 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.

Articles

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 […]


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 […]


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 […]


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 […]


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 […]


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 […]


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 […]


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, […]


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 […]


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 […]


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 […]


Kevin Harvick Should Finish Well Sunday

While Kevin Harvick successfully extended his streak of consecutive playoff appearances to fourteen, the outgoing Stewart-Haas driver has struggled with speed this year as his speed percentile of 61.92% (slowest since 2009). He was the fastest Ford driver for most of this season. However, Harvick was passed by Chris Buescher in that category last week […]


Alex Bowman Strong Dark Horse Because Of Blake Harris

Despite failing to advance to the playoffs for the first time as a full-time Hendrick driver, Bowman has actually performed better this year than you likely think. Bowman's speed percentile of 67.47% this year is actually his third-best as a full-time Hendrick driver; he was only faster in 2020 and 2021. The main difference is […]


Aric Almirola A Longshot Despite Best Qualifying In Years

Although Aric Almirola qualified 10th for tomorrow's Southern 500, expecting even a top five may be a tall task for the Ford driver. In the three Darlington races with the NextGen car, he has ranked 14th, 17th, and 17th in speed and he has never finished better than 7th at Darlington or even led a […]


Blaney An Unlikely Contender Despite Qualifying Speed

After barely qualifying for the NASCAR playoffs last year in a year he performed much better, Blaney easily qualified this year with a dominant win at Charlotte last spring. However, he is unlikely to contend for tomorrow's crown jewel event at Darlington despite qualifying 4th ahead of all the other Fords. Darlington is notoriously one […]


Joey Logano's History Bodes Well for Darlington and Playoffs

Although Joey Logano was mediocre over the summer, he still qualified for the 2023 NASCAR playoffs by virtue of his win at Talladega. Sunday's Southern 500 should be one of his best opportunities to end his winless drought. Logano has a history of performing better in the playoffs. He has a 6.5% winning percentage in […]


Daniel Suárez A Longshot For Playoffs Despite Being Eligible

Daniel Suárez is still mathematically eligible to make the NASCAR playoffs on points if he doesn't win since he trails Bubba Wallace by 43 points for the last playoff spot with a maximum of 55 points available to the second-place finisher. However, that is unlikely since Wallace is one of the best drivers on this […]


Ty Gibbs A Bigger Longshot To Make Playoffs Than He Seems

Although Ty Gibbs has had a consistent rookie season he's unlikely to make the playoffs. Gibbs trails Toyota stablemate Bubba Wallace by 32 points for the final playoff transfer spot. Furthermore, Wallace is unlikely to be overtaken on points as he is one of the best drivers on drafting tracks in the series. Gibbs would […]


Bubba Wallace's Playoff Bid Likely If No New Winner

Despite winning in each of the last two seasons, Bubba Wallace has not yet made the playoffs since both wins happened in playoff races after he was eliminated. This year he has been more consistent despite not winning. The 23XI Racing driver sits on the playoff bubble with a 32-point lead over Ty Gibbs. It's […]


Erik Jones One Of The Likeliest Longshots To Win At Daytona

After having his breakout season for Legacy Motor Club last year, Erik Jones has struggled to match those results this year, likely because Chevrolet has withdrawn funding from the team after it switched to Toyota. Although he can't point his way into the playoffs, Jones is still one of the likeliest drivers to win his […]


Brennan Poole One Of The Best Underdog Picks For Daytona

Brennan Poole is making his first NASCAR Cup Series start on a drafting track since 2020 at Daytona for Rick Ware Racing on Saturday. Although the team isn't fast enough to be competitive on most tracks, it has collected at least one top ten finish in the past four Daytona races. Last year, they placed […]


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REAL-TIME FANTASY NEWS

Jacob Melton

Starting in Center Field in MLB Debut
Nathan Eovaldi

Going on 15-Day Injured List
Bryce Harper

Out Again Sunday, Expects to Return on Tuesday
Denny Hamlin

the Favorite to Win at Nashville, Could Have to Miss Race
Ross Chastain

Always Strong at Nashville
Mick Abel

Expected to Start on Thursday
Kyle Larson

Struggling to Find Speed at Nashville
Chase Elliott

Can Chase Elliott Snap Winless Streak at Nashville?
Daulton Varsho

Hits 10-Day Injured List
Alex Bowman

Still Searching for First Top-10 Finish at Nashville
Ty Gibbs

Can Ty Gibbs Turn Things Around at Nashville?
Daniel Suarez

a Decent DFS Option at Nashville
AJ Allmendinger

Penalized at Nashville for Unapproved Adjustments
Ricky Stenhouse Jr

. Looking to Keep Best Season Going at Nashville
Austin Dillon

Has Been Consistent at Nashville
John Hunter Nemechek

Has Upside at Nashville
Riley Herbst

a Punt Play at Nashville
Aaron Judge

Goes Deep Twice in Loss
Max Muncy

Homers Twice in Win
Jacob Melton

Called up to Big-League Roster
Tyler Reddick

Likely to Run Worse Than Expected
Joey Logano

Team Will Likely Ignore Nashville After He Locked Into the Playoffs
Kyle Busch

Loss of Intermediate Speed This Year Will Likely Foil Him at Nashville
Chris Buescher

Despite Improved Qualifying Speed, Chris Buescher Seems Much Slower in Races
Austin Cindric

Team Penske's Firing of Austin Cindric's Dad May Hurt the No. 2 Team's Morale
Ryan Preece

an Underrated DFS Option Given His Impressive Passing This Year
Noah Gragson

Passing Will Likely Prove Too Difficult for Noah Gragson to Have DFS Value
Michael McDowell

Qualifies Too Well for DFS Consideration
Erik Jones

Probably Starting Too Well for Place-Differential Points
George Springer

Crushes Two Home Runs in Win over Athletics
Spencer Schwellenbach

Punches Out 11 in Win Over Red Sox
Rhys Hoskins

Homers Twice, Drives in Six in Win Over Phillies
Jeremy Peña

Jeremy Pena Goes Deep Twice on Saturday
Adolis García

Adolis Garcia Could Continue to Rest
Zack Littell

Throws Complete Game
Junior Caminero

Homers Twice in Win
Tony Bradley

Available Saturday
A.J. Greer

Questionable for Start of Stanley Cup Finals
Roope Hintz

Dealing with Fractured Foot
Sean Walker

Nursing a Shoulder Injury
Daulton Varsho

Exits Early on Saturday
Jalen Chatfield

Recovering From Hip Injury
Seth Jarvis

to Delay Shoulder Surgery
Adam Boqvist

Agrees to One-Year Extension with Islanders
Kyle Palmieri

Signs Two-Year Extension with Islanders
Micah Parsons

Skips Second Week of OTAs
Stefon Diggs

in Danger of Being Cut by the Pats?
Xavier Edwards

Reinstated from 10-Day Injured List
Yordan Alvarez

has Hand Fracture, Set to Return in Near Future
David Fry

Returns from 60-Day Injured List
Matt Wallner

Activated from Injured List
Justin Fields

has Faith in Himself
Keston Hiura

Michael Toglia Optioned, Keston Hiura Recalled
Quinshon Judkins

to Work With Starters Sooner Than Later
Dawand Jones

Takes Part in OTAs
Shedeur Sanders

Last in Line in QB Competition
Joe Flacco

the Favorite for Starting QB Job
Tony Bradley

Questionable For Saturday Night
Karl-Anthony Towns

Not on the Injury Report for Game 6
Joe Mixon

Currently in Walking Boot
C.J. Stroud

Dealing with Minor Injury
Dillon Gabriel

Unlikely to Win Starting Gig
Bryce Huff

49ers Nearing Trade for Bryce Huff
Seattle Seahawks

Anthony Campbell Signs with Seattle
Baltimore Ravens

Ravens Sign Malaki Starks
Audric Estime

in Line for More Touches
Jaxson Dart

Signs Rookie Contract
Erin Blanchfield

A Favorite At UFC Vegas 107
Maycee Barber

Looks To Extend Her Win Streak
Ludovit Klein

Set For UFC Vegas 107 Co-Main Event
Mateusz Gamrot

Returns At UFC Vegas 107
Billy Ray Goff

Looks For His Second UFC Win
Ramiz Brahimaj

An Underdog At UFC Vegas 107
Dustin Jacoby

Looks To Win Back-To-Back Fights
Bruno Lopes

Set For His Second UFC Bout
Ketlen Vieira

Looks To Get Back In The Win Column
Macy Chiasson

Looks For Third Consecutive Win
Duško Todorović

Dusko Todorovic In Dire Need Of Victory
Zachary Reese

Set To Open Up UFC Vegas 107 Main Card
Minnesota Vikings

Vikings Sign Kwesi Adofo-Mensah to Multi-Year Extension
Isaiah Likely

John Harbaugh Wants to See Isaiah Likely Become an All-Pro
Jameson Williams

Lions Expecting Big Season From Jameson Williams
Brandon Aiyuk

49ers Optimistic About Brandon Aiyuk's Recovery
Jakobi Meyers

Other Receivers Being Moved Around a Lot
Christian Wilkins

Malcolm Koonce Returns to Practice, Christian Wilkins Still Out
Wyatt Johnston

Finishes Thursday's Loss with Two Assists
Jason Robertson

Pots Two Goals in Season-Ending Defeat
Stuart Skinner

Picks Up Fourth Consecutive Win
Mattias Ekholm

Collects an Assist in Postseason Debut
Leon Draisaitl

Delivers Two Assists in Series-Clinching Win
Connor McDavid

Extends Multi-Point Streak in Series-Clincher
Karl-Anthony Towns

Cleared to Play Thursday
Aaron Nesmith

Available Thursday
Shakir Mukhamadullin

Inks One-Year Extension with Sharks
Tyson Foerster

Signs Two-Year Extension with Flyers
NHL

Jonathan Toews Eyeing NHL Comeback
Bo Horvat

Out 4-6 Weeks with Ankle Injury
Jeff Skinner

Back in Oilers Lineup Thursday
Mattias Ekholm

Returns to Action Thursday
Julius Randle

Notches Team-High 24 Points in Blowout Loss
Anthony Edwards

Struggles in Game 5 Loss
Jalen Williams

Remains Busy Wednesday
Chet Holmgren

Strong at Both Ends Wednesday
Shai Gilgeous-Alexander

Records Another 30-Point Performance
Brandin Podziemski

Recovering From Wrist Surgery
Connor Brown

to Miss Second Consecutive Game
Seth Jarvis

Notches Two Points in Wednesday's Loss
Aaron Nesmith

Back on the Injury Report Ahead of Game 5
Karl-Anthony Towns

Listed as Questionable for Thursday's Game 5
PGA

Byeong Hun An Is a Shaky Play at Muirfield
Christiaan Bezuidenhout

a Decent Play at Muirfield
Brian Harman

May Not Be a Good Option at Muirfield
Matt Fitzpatrick

Has Great History at Memorial
Denny McCarthy

A Solid Choice At Muirfield Village
Tony Finau

Shaping Into Form Heading Into Memorial
Cameron Young

Hard to Trust at the Memorial
PGA

Alex Noren a Sneaky Value Play at the Memorial
Patrick Cantlay

Has Potential Heading Into Muirfield
Sepp Straka

Eyeing Another Elite Signature-Event Performance
Wyndham Clark

Not A Reliable Option Ahead Of Memorial
Aaron Rai

Looking to Bounce Back at the Memorial
Max Homa

Still in Fantasy Golf Purgatory at Memorial Tournament
Viktor Hovland

Rounding into Form Ahead of the Memorial
Stephan Jaeger

is a Scary Play at Muirfield Village
PGA

Sungjae Im a Volatile Option at the Memorial
Jordan Spieth

Looks to Turn the Corner at Muirfield Village
Xander Schauffele

a Strong Contender at Muirfield Village
Robert MacIntyre

Making Muirfield Village Debut
Michael Kim

Slide Continues Heading into Colonial
Josh Hart

Logs a Double-Double Off the Bench Tuesday
Karl-Anthony Towns

Collects Another Double-Double in Tuesday's Loss
Sam Burns

Playing Well as the Memorial Approaches
Jalen Brunson

Leads Knicks with 31 Points in Tuesday's Loss
Pascal Siakam

Drops 30 Points on Knicks in Game 4 Win
Tyrese Haliburton

Records Historic Triple-Double Tuesday
Russell Westbrook

Undergoes Hand Surgery
Nickeil Alexander-Walker

Leads Timberwolves in Scoring Monday
Jaden McDaniels

Busy Against Thunder in Game 4
RANKINGS
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RANKINGS

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