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Sean Wrona - RotoBaller

674 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

Carson Hocevar Overtakes Josh Berry for Rookie Points Lead

Despite his hotheaded driving style, rookie Carson Hocevar is surprisingly proving to be one of this year's most consistent drivers. His tenth-place finish at Michigan gave him his second straight top ten and his ninth finish of 17th or better in the last ten races. Despite his 25-point rough driving penalty at Nashville and not […]

7 months ago

Denny Hamlin Recovers to Ninth After Sunday Spinout

Despite starting on the pole according to the scoring metric after qualifying was rained out, Kyle Larson made a three-wide pass on Hamlin, and eventual winner Tyler Reddick and Hamlin never led at the line. He certainly came close as he was running second directly behind Bubba Wallace late in Stage 1 when he spun […]

7 months ago

Ross Chastain Back Over Cut Line, but Michigan Still a Wasted Opportunity

Once again, Ross Chastain snatched defeat from the jaws of victory as his 25th-place finish marks yet another instance this year where he finished much worse than he ran, but in a race where all three of the principal bubble drivers spun out, he did overtake Bubba Wallace by a single point for the final […]

7 months ago

William Byron Comes up Short in Late-Race Duel at Michigan

William Byron finished second in yesterday's FireKeepers Casino 400. In a race where nobody dominated, Byron set the fastest average speed for the first time this season even though he failed to win. While Byron consistently ran in the top 10, he didn't seem to have potentially race-winning pace until the closing stint of the […]

7 months ago

Chris Buescher the Only Bubble Driver to Recover From His Spin at Michigan

Chris Buescher entered this weekend's Michigan race holding the tiebreaker over Ross Chastain for the last playoff spot, but in a race where all three bubble drivers spun out, Buescher managed to recover from his spin while Chastain and Bubba Wallace could not. Buescher drove from 18th to eighth and looked to have one of […]

7 months ago

Ricky Stenhouse Jr's Speed Decline Has Received Little Notice

Ricky Stenhouse's significant decline in speed has somewhat flown under the radar for most of the year because fans tend to be harsher towards the drivers who crash most often than drivers who are merely slow even if their actual performance is worse. However, the spotlight did switch to Stenhouse in a big way in […]

8 months ago

Intermediate Tracks Still Don't Suit Ryan Preece

It's unclear whether Ryan Preece will be back in the NASCAR Cup Series again after this year with his team owner and biggest advocate Tony Stewart leaving the ownership ranks at the end of 2024. Preece has become an afterthought in the NASCAR Cup Series as his fellow Stewart-Haas teammates have not given him as […]

8 months ago

John Hunter Nemechek Still Struggling to Learn Next Gen Car

Although John Hunter Nemechek did win the NASCAR Xfinity Series race at Michigan last year and finished third in yesterday's edition of that race, the prospects of him having a good run in today's Cup Series race seem dim. He still does not seem to have fully figured out the nuances of the Next Gen […]

8 months ago

Joey Logano Likely Ignoring Michigan to Focus on Playoffs

A week after Austin Dillon wrecked Joey Logano to win at Richmond and Logano retaliated by driving dangerously in a crowded pit lane, today's FireKeepers Casino 400 feels almost like an afterthought for both drivers. Logano's quite flukish win at Nashville locked him into the playoffs even though he has hardly had winning speed all […]

8 months ago

After Release from Spire Motorsports, Corey LaJoie Has Seemingly Lost Motivation

Now that his NASCAR Cup Series career seems to be coming to a close, it seems that Corey LaJoie may not be putting as much effort in as he was before Spire Motorsports released him. In last week's Richmond race, Carson Hocevar ranked 10th in speed while LaJoie was 35th-fastest. Although fans seem to disagree, […]

8 months ago

RFK Racing's Michigan Prowess May Help Justin Haley's Satellite Team

Justin Haley has consistently run mid-pack in his NASCAR Cup Series races at Michigan in the past. Although he did finish all three of his Cup Series starts, his average finish of 21.7 has been quite mediocre. However, he and new crew chief, Chris Lawson, have been generally outperforming their results in recent years and […]

8 months ago

Despite Increased Penske Speed, Austin Cindric Remains a Longshot at Michigan

Although Austin Cindric is frequently strong in qualifying, he continues to be consistently slower over a full race distance than in qualifying sessions for the most part, particularly outside road courses and drafting tracks, where he has gotten most of his top-10 finishes. Cindric is one driver who could possibly surprise when considering the speed […]

8 months ago

Chase Briscoe Mediocre at Michigan, Like Most Intermediates

Chase Briscoe has generally struggled on intermediate superspeedways in NASCAR Cup Series particularly since last year. Michigan is not an exception, as both his average finish and average running position at the track are around 21st--although he admittedly had one of his strongest intermediate runs in the 2022 Fontana race (a similar track in length). […]

8 months ago

Josh Berry's Michigan Chances Might Hinge on Rodney Childers's Setups

Josh Berry starts 16th in today's Michigan race. Although he unsurprisingly tends to be fastest on short tracks due to his vast late model experience, his team and crew chief, Rodney Childers, did win five of the last eight races at Michigan with Kevin Harvick behind the wheel. Berry also made a pass for the […]

8 months ago

AJ Allmendinger Full-time Again in 2025, but Likely Won't Deliver at Michigan

AJ Allmendinger will be making his first start in the NASCAR Cup Series at Michigan this afternoon after it was just announced on Thursday that he would return to the Cup Series full-time in 2025. However, don't expect much from him this weekend, as Michigan has never been one of his better tracks. He has […]

8 months ago

Momentum From Olympic Break Carries Daniel Suarez to One of His Best Runs

As predicted here, despite Daniel Suarez's generally mediocre Richmond record, the positive momentum from his Olympic break gave him one of his best NASCAR Cup Series races ever. Despite Suarez's general lack of speed this season, his team significantly benefited from going on the option tires before any others did, enabling him to drive from […]

8 months ago

Despite Lackluster Run, Kyle Larson Retains Points Lead with Seventh-Place Finish

Kyle Larson had a mediocre run by his standards at Richmond, but still garnered a seventh-place finish to retain a five-point lead over Tyler Reddick and a six-point lead over Chase Elliott but he did lose points to both of them. Larson still finished best amongst the Hendrick drivers although none of them ran very […]

8 months ago

Austin Dillon Wins at Richmond After Dirtiest Move in Years

Despite having almost certainly his worst NASCAR season, Austin Dillon stumbled to victory at Richmond after one of the dirtiest moves in recent memory, marking the third time he hit the leader to win. He actually ran better than in any of his previous wins, as he ran down Joey Logano and Denny Hamlin to […]

8 months ago

Ross Chastain Finishes Fifth, but Still Drops Below Playoff Cutline

Although Ross Chastain exceeded expectations by finishing fifth at Richmond, which gave him his best finish in seven races, the race proved to be his worst playoff nightmare as not only did Austin Dillon's ignominious victory blow up the playoff bubble but Bubba Wallace finished fourth and scored stage points while Chastain did not, which […]

8 months ago

Daniel Suarez Riding High After Wedding, Win in Brazil, and Contract Extension

Despite Daniel Suarez's subpar performances since his win at Atlanta, the win and playoff bid proved enough for Trackhouse Racing and they extended his contract for the 2025 season on Friday. Suarez has some real momentum in his corner after his marriage to Julia Piquet, his win in the NASCAR Brazil Series last week, and […]

8 months ago

John Hunter Nemechek Improving, but Probably Won't Contend at Richmond

Although John Hunter Nemechek has won on this track before in the Craftsman Truck Series as recently as 2021, don't expect JHN to recapture the magic this weekend in the Cook Out 400. Much like Daniel Hemric, Nemechek has struggled significantly to adapt to the Next Gen car because his previous full-time season in 2020 […]

8 months ago

Short Tracks Remain Michael McDowell's Achilles' Heel

Although Michael McDowell has surprisingly been something of a qualifying juggernaut this year, he has consistently faded throughout the race on almost all unrestricted ovals, and he has generally had minimal speed on short tracks while his teammate, Todd Gilliland, has been considerably faster. McDowell starts 28th in this weekend's Cook Out 400 at Richmond, […]

8 months ago

Brad Keselowski Continues to Struggle in Qualifying, but Passes Well Enough to Compensate at Richmond

Brad Keselowski qualified 29th at Richmond this weekend, which is actually his worst starting position ever there. However, he's qualified badly more often than not this year and it hasn't affected his performance much because he has been one of the year's best passers. In the spring Richmond race, Keselowski drove from 23rd to 8th, […]

8 months ago

Erik Jones on a Major Short Track Dry Spell

Erik Jones has consistently lacked short track speed since Joe Gibbs Racing fired him, particularly since the introduction of the Next Gen car. Since 2021, Jones has never finished better than 12th or even led a lap on a short track, even in the anomalous spring Bristol race where it seemed like everyone else led. […]

8 months ago

Daniel Hemric Likely Too Slow to Contend at Richmond

As Daniel Hemric continues to get himself acquainted to the Next Gen chassis, he remains the second-slowest full-timer this season ahead of only Zane Smith. Although Hemric has scraped together some top-10 finishes this year, it seems like it takes significantly longer for drivers to learn this car than previous generations of chassis, so Hemric […]

8 months ago

Richmond May Interrupt Justin Haley's Run of Consistency

Although Justin Haley posted the slowest qualifying speed in the field at Richmond yesterday--even slower than his Xfinity Series regular teammate, Riley Herbst--his plodding, methodical style and Chris Lawson's traditionally brilliant strategy have combined to almost always give Haley better finishes than his average running position, as he seems significantly faster at the end of […]

8 months ago

Ross Chastain in Playoff Danger After Poor Richmond Qualifying Effort

Since Ross Chastain's breakout, he has typically qualified poorly by superstar standards but methodically moved through the field whenever he doesn't crash. His Richmond record is weirdly the exact opposite, as he had his best average starting position on a track he had raced at many times entering this weekend, but despite qualifying in the […]

8 months ago

Richmond May Be Kyle Busch's Best Remaining Chance to Make Playoffs

If Kyle Busch has any hope of turning his season around, Richmond may well be the place. It has always been one of Busch's best tracks. However, his greatness at Richmond is becoming a distant memory, as Busch has only led 46 laps in the last eight races and Richard Childress Racing has often lacked […]

8 months ago

Harrison Burton's Richmond Performances Steadily Declining

Although Harrison Burton's father Jeff was a dominant driver at Richmond Raceway for most of his stint at Roush Racing, little of that success rubbed off on Harrison as he has never finished better than 18th nor has he led a lap at the track in a NASCAR Cup Series car. If anything, his performances […]

8 months ago

Chris Buescher More Likely to Focus On Points Than Winning at Richmond

Chris Buescher starts seventh at Richmond this weekend, tying for his best career start at the track. While Richmond was not one of his best tracks with the Gen-6 chassis, he has been quite fast in the last two summer races in the Next Gen era. Buescher won last year's race despite qualifying 26th, his […]

8 months ago

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REAL-TIME FANTASY NEWS

Denny Hamlin1 hour ago

Silences Doubters After Crew Chief Change with Dominant Martinsville Victory
Ty Gibbs1 hour ago

Earned Best 2025 Finish at Martinsville Despite Failing Cool Suit
Ross Chastain1 hour ago

Although the Hail Melon Was Ross Chastain's Greatest Martinsville Moment, Yesterday Was Likely His Best Race
Chase Briscoe1 hour ago

Had Solid Run at Martinsville, but His Teammates Were All More Impressive
Erik Jones2 hours ago

Disqualified from Martinsville for Weight Violation, but Still Lacked Speed
Tanner Bibee8 hours ago

Throws 5 2/3 Shutout Frames
Daniel Schneemann8 hours ago

Homers, Draws Three Walks
Wilyer Abreu9 hours ago

Draws Three Walks
Aaron Judge9 hours ago

Goes Deep Again
Isaiah Hartenstein9 hours ago

Listed As Questionable For Monday
Jaylin Williams9 hours ago

Could Miss Monday's Game
Jazz Chisholm Jr.9 hours ago

Jazz Chisholm Blasts Two More Homers
Chet Holmgren9 hours ago

Uncertain For Monday
Jonathan India9 hours ago

Hit In Head By Pitch
Jonathan Kuminga9 hours ago

Won't Return On Sunday
LeBron James9 hours ago

Expected To Suit Up Monday
Zach Wilson11 hours ago

Still Views Himself As A Starter
New York Giants11 hours ago

Victor Dimukeje Signs With Giants
Dallas Cowboys11 hours ago

Brian Schottenheimer Optimistic About Deal With Micah Parsons
Tyler Soderstrom11 hours ago

Hits Another Homer
Luke Jackson12 hours ago

Records Second Save
Jacob deGrom12 hours ago

Throws Five Scoreless Innings
Nathaniel Lowe12 hours ago

Collects Three Hits
Mitchell Parker12 hours ago

Has Strong Outing Against Phillies
Trea Turner12 hours ago

Likely Out Until Wednesday
J.T. Realmuto12 hours ago

Expected To Play On Monday
Lane Hutson13 hours ago

Continues Special Campaign With Hat Trick Of Assists
Trae Young13 hours ago

Playing Versus Milwaukee
Anfernee Simons13 hours ago

Cleared For Action Versus The Knicks
Giannis Antetokounmpo13 hours ago

Available On Sunday Night
Nick Suzuki13 hours ago

Notches Three Points In Sunday's Win
Robby Fabbri13 hours ago

Not Expected To Return This Season
Jacob Trouba13 hours ago

Could Be An Option Sunday
Jalen Brunson13 hours ago

Cleared For Basketball Activities
Jordan Staal13 hours ago

Will Not Play On Sunday
Manny Machado13 hours ago

Ready To Go On Sunday
Jerami Grant13 hours ago

Out Again On Sunday
Evgeni Malkin13 hours ago

Out Against Senators
Taj Bradley14 hours ago

Records Seven Strikeouts
Ryan Walker14 hours ago

Dealing With Back Issue
Camilo Doval14 hours ago

Notches Save On Sunday
Tobias Harris14 hours ago

Probable Versus Minnesota
Heliot Ramos14 hours ago

Blasts Homer In Win
Justin Fields14 hours ago

Aaron Glenn Thinks Justin Fields Is Ready To Break Out
Tomoyuki Sugano14 hours ago

Exits Due To Cramping
Michael Busch14 hours ago

Sitting Out On Sunday
Dennis Schröder14 hours ago

Dennis Schroder Expected To Face The Timberwolves
Cade Cunningham14 hours ago

Doubtful For Sunday Night
Mark Williams14 hours ago

Ruled Out Versus The Pels
Dak Prescott15 hours ago

"Doing Great" In Rehab From Hamstring Surgery
Jacksonville Jaguars15 hours ago

Fred Johnson Signs With Jacksonville
Tennessee Titans15 hours ago

Titans Still Entertaining Calls For No. 1 Overall Pick
Esteury Ruiz16 hours ago

Designated For Assignment
Karel Vejmelka16 hours ago

Makes 17th Consecutive Start Sunday
Arvid Soderblom16 hours ago

Tries To End Four-Game Skid Sunday
Alec Martinez16 hours ago

Misses Fourth Consecutive Game
Robert Bortuzzo16 hours ago

Activated From Injured Reserve
Olli Määttä16 hours ago

Olli Maatta Considered A Game-Time Call Sunday
Logan Thompson17 hours ago

Starts Against Sabres Sunday
Rasmus Dahlin17 hours ago

A Game-Time Call Sunday
Cameron Payne17 hours ago

Ruled Out On Sunday
Miles McBride17 hours ago

Remains Out On Sunday
Scoot Henderson17 hours ago

Out On Sunday
Brandon Aiyuk17 hours ago

Deadline Coming For Brandon Aiyuk
Anfernee Simons17 hours ago

May Miss Sunday's Game
Ty Jerome18 hours ago

Out Again On Sunday
Kawhi Leonard18 hours ago

Sitting On Sunday Afternoon
Josh Berry21 hours ago

Has Top-10 Upside At Martinsville
Joey Logano21 hours ago

Don't Overlook Joey Logano This Weekend
Ryan Preece21 hours ago

Could Get First Three-Race Top-10 Streak Of His Career
Chase Elliott22 hours ago

Looking To Continue Great Runs At Martinsville
Christopher Bell22 hours ago

Wins Pole At Martinsville, But Can He Stay Up There?
Ryan Blaney22 hours ago

Fast In Practice But Skeptical About Car
Leon Draisaitl22 hours ago

Leads The Way In Return
Artemi Panarin22 hours ago

Scores Twice On Saturday
Jake Oettinger23 hours ago

Earns Fifth Straight Victory
Mikko Rantanen23 hours ago

Tallies Three Points On Saturday
SJ23 hours ago

Jimmy Schuldt Injured On Saturday
Colton Sissons23 hours ago

Exits Early On Saturday
Denny Hamlin23 hours ago

New Crew Chief Has Terrible Martinsville Record
Austin Cindric23 hours ago

Martinsville Is Austin Cindric's Best Short Track
Kyle Busch23 hours ago

Short-Track Performance At Richard Childress Racing Is Pretty Dire
Brad Keselowski23 hours ago

If Brad Keselowski Has Any Speed Whatsoever, He's A Killer DFS Option
Noah Gragson23 hours ago

Teammates Will Likely Outrun Him On Sunday
Michael McDowell23 hours ago

Martinsville One Of Michael McDowell's Worst Tracks
Ricky Stenhouse Jr23 hours ago

. Consistently Slow At Martinsville
Erik Jones23 hours ago

Has Worst Qualifying Run At A Track That Already Wasn't His Best
John Hunter Nemechek23 hours ago

Has Fastest Legacy Car, But That's Not Saying A Lot
Riley Herbst23 hours ago

Unlikely To Gain Enough Positions To Justify DFS Play
Dereck Lively II1 day ago

Ruled Out Versus Chicago
Chicago Bears1 day ago

Doug Kramer Jr. Re-Signs With Chicago
Washington Commanders1 day ago

Foster Sarell Inks One-Year Contract With Washington
Miami Dolphins1 day ago

Willie Gay Jr. Heading To Miami
Seattle Seahawks2 days ago

D'Anthony Bell Signs With Seattle
Nikita Zadorov2 days ago

Set To Rejoin Bruins Lineup Saturday
Chandler Stephenson2 days ago

A Game-Time Decision Saturday
Houston Texans2 days ago

Texans Sign E.J. Speed To One-Year Deal
Buffalo Bills2 days ago

Bills, Christian Benford Reach Agreement On Four-Year Extension
Detroit Lions2 days ago

Lions Re-Sign Kayode Awosika
Irvin Charles2 days ago

Jets Re-Sign Irvin Charles
Green Bay Packers2 days ago

Kristian Welch Signs With Green Bay
Pittsburgh Steelers2 days ago

Jeremiah Moon Heading To Pittsburgh
Teagan Quitoriano2 days ago

Falcons Sign Teagan Quitoriano
2 days ago

Tetairoa McMillan Scheduled To Visit With Panthers
Baltimore Ravens2 days ago

Ravens Reach Three-Year Contract Extension With John Harbaugh
Steve Erceg3 days ago

Looks To Get Back In The Win Column
Brandon Moreno3 days ago

A Favorite At UFC Mexico City
Manuel Torres3 days ago

Set For Co-Main Event
Drew Dober3 days ago

An Underdog At UFC Mexico City
Joe Pyfer3 days ago

Looks To Win Back-To-Back Fights
Kelvin Gastelum3 days ago

Set For Middleweight Matchup
Vince Morales3 days ago

In Dire Need Of Victory
Raul Rosas Jr.3 days ago

Looks To Extend His Win Streak
Saimon Oliveira3 days ago

Looks For His First UFC Win
David Martinez3 days ago

Set To Make His UFC Debut
Kevin Borjas3 days ago

Set To Open Up UFC Mexico City Main Card
Ronaldo Rodríguez3 days ago

Ronaldo Rodriguez Looks To Remain Undefeated In The UFC
Jhonattan Vegas5 days ago

Not A Good Play At Houston Open
Gary Woodland5 days ago

A Dark-Horse Candidate At Houston Open
Nick Taylor5 days ago

Keep An Eye On Nick Taylor At Houston Open
Mackenzie Hughes5 days ago

Avoid Mackenzie Hughes At Houston Open
Nicolai Hojgaard5 days ago

Looking To Rebound At Houston Open
Scottie Scheffler5 days ago

Returns To Houston Looking For Year's First Victory
Rory McIlroy5 days ago

Making Additional Start At Houston Open To Prepare For Augusta
Doug Ghim5 days ago

Looking For Iron Form In Houston
Aaron Rai5 days ago

Keep An Eye On Aaron Rai At Houston Open
Si Woo Kim5 days ago

Looks To Build On Recent History At Memorial Park
Harry Hall5 days ago

Looking For Consistency At Texas Children’s Houston Open
Harris English5 days ago

Looking To Build Off Solid Finish At The PLAYERS
Sahith Theegala5 days ago

A Risky Option At Texas Children’s Houston Open
Alex Smalley5 days ago

A Strong Play At Texas Children’s Houston Open
Michael Kim5 days ago

Bounces Back At Valspar Championship
PGA5 days ago

Sungjae Im Looking For Bounce-Back Performance At Texas Children’s Houston Open
Austin Eckroat5 days ago

A Player To Avoid At Texas Children's Houston Open
PGA5 days ago

Nico Echavarria A Volatile Option At Texas Children's Houston Open
Joe Highsmith6 days ago

Continues Post-Win Success And Is Looking For More In Houston
Adam Hadwin6 days ago

Far From Good Form As He Heads To Texas
Ben Griffin6 days ago

Looking For Consistency At Houston Open
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