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Sean Wrona - RotoBaller

657 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

Justin Haley An Overrated Road Racer

Justin Haley has a reputation as a strong road racer because of a couple genuinely strong runs at Chicago in 2023 and the Charlotte roval in 2022 that don't seem to be representative of his usual performance. His average finish at Austin is only 28.3. He did have a mechanical DNF in one of those […]

3 weeks ago

Road Courses Are Ricky Stenhouse Jr.'s Worst Track Type

Although Ricky Stenhouse Jr. is a genuinely good driver on drafting tracks and he's had moments on all other track types, road courses are clearly Stenhouse's Achilles heel as he has only a single top-10 finish in 40 road-course starts. It did come here at Austin in 2023 when he finished seventh, but that was […]

3 weeks ago

Don't Expect Josh Berry To Duplicate Atlanta Run At Austin

Josh Berry had possibly the best drive of his career at Atlanta last week where he led 56 laps, but that means nothing in terms of predicting how he'll do at Austin. Berry has only made four Cup Series starts on road courses to date but so far they seem to be his worst track […]

3 weeks ago

John Hunter Nemechek's Team Should Return To Earth After Hot Start

After a miserable 2024, John Hunter Nemechek is improbably one of only two drivers to earn top-10 finishes in the first two races this season, but those both came on drafting tracks that have little to do with the rest of the schedule, so his performance in previous years is probably more important when forecasting […]

3 weeks ago

Ryan Preece May Need Help From Chris Buescher's Setup

Ryan Preece starts 28th at Austin on Sunday. He is not particularly known as a road racer, having only posted two top-10 finishes in 21 road-course starts, but he did have one of his all-time best moments at the inaugural race in 2021 in Austin when he passed Ross Chastain for the lead in the […]

3 weeks ago

Riley Herbst Makes Road-Course Debut

Riley Herbst is making his NASCAR Cup Series debut on a road course in Sunday's race at Circuit of the Americas. Although he actually led Saturday's Xfinity Series race for a while, don't expect him to repeat that feat on Sunday, as it generally takes time for any new driver to learn the Next Gen […]

3 weeks ago

Despite Road-Racing Background, Cody Ware Unlikely To Contend

Although Cody Ware has a surprising amount of road course experience and he even won an Amateur class championship in the Asian Le Mans Series in 2019-20, he has never really factored in his NASCAR Cup Series road course starts to date as he has an average finish of 31.8 on all road courses and […]

3 weeks ago

Despite Rarely Factoring For The Lead, Bubba Wallace Has Great Points Day

Although Bubba Wallace outqualified all the other Toyota drivers for Sunday's Ambetter Health 400, he never led and rarely contended for the lead but he consistently ran well nonetheless and finished ninth. His ninth-place average running position and 100.8 driver rating were both better than any other Toyota drivers. It's possible that since his past […]

4 weeks ago

Ross Chastain's Chances For Victory End After A Bump From Carson Hocevar

Ross Chastain was a relative non-factor in the first half of Sunday's Atlanta race, as he rarely ran in the top 10 until he stayed out of the pits during the Stage 2 caution when the other leaders pitted. However, on the ensuing restart, Chastain immediately took the lead from Chase Briscoe with the help […]

4 weeks ago

Ricky Stenhouse Jr. Recovers From Causing Daytona Big One To Finish Fifth At Atlanta

After embarrassing himself by triggering the first Big One in the Daytona 500 a week ago, Ricky Stenhouse Jr. recovered to finish fifth at Atlanta despite qualifying a miserable 34th. He never led the race, and his average running position of 18th wasn't stellar, but he led the field with a pass differential of 59 […]

4 weeks ago

Carson Hocevar Earns Best Career Finish

Carson Hocevar earned his best career finish in the NASCAR Cup Series at Atlanta on Sunday when he finished second from a 26th-place starting spot. After choosing not to fight for the lead in previous drafting-track races in an attempt to avoid crashing, Hocevar adjusted his strategy and fought for the lead this time, but […]

4 weeks ago

Despite Bubba Wallace's Drafting Record, He's Been Surprisingly Mediocre At Atlanta

Bubba Wallace remains one of the best drafters in the Cup Series even though he tends to finish worse than he runs. Wallace qualified 14th for today's Ambetter Health 300 and was significantly faster than all other Toyota drivers in a qualifying session where Ford drivers claimed 10 of the top 11 spots. When considering […]

1 month ago

Chris Buescher Not Dominant Enough At Atlanta To Maximize DFS Value

Chris Buescher qualified eighth as the fastest of the three RFK Racing drivers for Sunday's Ambetter Health 300. He has a history of being a pretty good drafter, but not an elite one. Although his record at Daytona is much stronger than his record at Atlanta, he did lead 39 laps in the 2023 summer […]

1 month ago

Brad Keselowski Could Contend For Atlanta Win

Brad Keselowski has won twice previously at Atlanta, but that came in the era when he drove for Roger Penske and it was a traditional 1.5-mile track before it was turned into a drafting race. Nonetheless, Keselowski has a history of being one of the best drafters in the Cup Series. In the 2023 winter […]

1 month ago

Chase Briscoe Loses Considerable Speed After Daytona Penalty

Despite the speed the Toyotas frequently showed during speedweeks, they had a miserable showing in Saturday's Atlanta qualifying as this year's Daytona 500 polesitter only qualified 25th, although Chase Briscoe still outqualified all three of his Joe Gibbs Racing teammates. Despite mostly avoiding the last-lap Big One he caused in the Daytona 500 en route […]

1 month ago

Despite Strong Qualifying Run, Josh Berry Likely Won't Contend At Atlanta

Josh Berry qualified third for Sunday's Ambetter Health 400 at Atlanta in a lockout of the first two rows of qualifying for Team Penske and its Wood Brothers Racing satellite. Berry has not shown much on drafting tracks yet, as his average finish at Atlanta is only 25th, but admittedly his No. 4 Stewart-Haas Racing […]

1 month ago

After Daytona Flip, Ryan Preece Likely To Focus On Finishing At Atlanta

Although Ryan Preece has earned six of his 16 career top-10 finishes on drafting tracks, most of those came in the Gen-6 era of NASCAR, as he hasn't been as fast on these tracks since his return to the NASCAR Cup Series than he was with JTG Daugherty Racing. Atlanta was also his worst on […]

1 month ago

Erik Jones Looks Faster Than In 2024, So He Could Be A Valuable DFS Option

Erik Jones on paper doesn't look like a valuable option for Sunday's Atlanta race as he qualified 28th, and the Toyotas seem to have substantially less speed than they did in the Daytona 500. Nonetheless, Jones remains one of the strongest drafters in the series, and his near miss in the Duel race suggests he […]

1 month ago

Switch to Spire Motorsports Ends Michael McDowell's Speed On Superspeedways

When Michael McDowell left Front Row Motorsports to go to Spire Motorsports, it pretty much instantly ended his run of dominance in drafting track qualifying as Spire's Chevies are significantly slower than FRM's Fords were last year. In fact, Spire seemed to be arguably the slowest multi-car chartered team in the Daytona 500 as the […]

1 month ago

After Leading Most Laps In Last Year's Race, Todd Gilliland Looks To Finish The Job

Although Todd Gilliland performed slightly worse than expected in the Daytona 500, he now returns to the site of his greatest race last year where he led a career-best 58 laps before suffering minor damage in a crash late in the race, which relegated him to a 26th-place finish. It seems like his Front Row […]

1 month ago

Riley Herbst's Inexperience Makes Atlanta A Big Question Mark

Despite his relative inexperience, rookie Riley Herbst ran unexpectedly well in last weekend's Daytona 500 as he was battling for fourth until he spun out as he took the white flag. His spinout did enable him to miss the race-deciding wreck later that lap, but nonetheless relegated him to a 17th-place finish. However, the Toyotas […]

1 month ago

Zane Smith Benefiting From Front Row Motorsports Speed

Although Front Row Motorsports has not been as dominant in drafting-track qualifying this year as Michael McDowell was last year, all three FRM cars were still very fast in qualifying, as Zane Smith qualified seventh amidst a phalanx of Fords. However, even though he grew much more consistent in the second half of his rookie […]

1 month ago

After Surprise Daytona Run, Cole Custer Likely To Outperform Past Results At Atlanta

After unexpectedly battling for the win in the Daytona 500, Cole Custer starts 23rd at Atlanta, considerably worse than most of the other Ford drivers in a race Ford looks poised to dominate. Although he hasn't had a very strong finishing record on drafting tracks in general in the NASCAR Cup Series, his speed last […]

1 month ago

Too Few Cars Will Crash For J.J. Yeley To Get A Good Finish At Atlanta

J.J. Yeley qualified last for Sunday's race at Atlanta with a qualifying time over 1.1 seconds behind pole-sitter Ryan Blaney and 0.3 seconds behind the next-slowest driver B.J. McLeod. Although some people might see value in adding Yeley to DFS lineups because he could theoretically gain positions in the field, that would only likely happen […]

1 month ago

Denny Hamlin Fights For The Win But Gets Eliminated In Last-Lap Crash

Denny Hamlin had a rather anonymous run for most of Sunday's Daytona 500 as it seemed like the Toyotas were saving fuel for most of the event before they made their presence known in Stage 3. Nonetheless, Hamlin patiently worked through the field and took the lead with six laps to go before Austin Cindric […]

1 month ago

Austin Cindric Has Best Run At Daytona 500 Until Last-Lap Crash

Austin Cindric probably had the best run in Sunday's Daytona 500, leading 59 laps, spending 145 laps in the top five, and posting an average running position of 5.72, each of which led the field. Although it looked like his teammate Joey Logano had the measure of him in Stage 1, Cindric took charge in […]

1 month ago

Justin Allgaier Earns First Top-10 Finish Since 2015

Even though Justin Allgaier caused three crashes in Saturday's NASCAR Xfinity Series race, he managed to keep it clean and evaded all the wrecks in the Daytona 500 to earn an unexpected ninth-place finish -- his best in a NASCAR Cup Series race since finishing eighth at Bristol in 2015 and only his second top-10 […]

1 month ago

Martin Truex Jr.'s Sour Luck Continues With Early Daytona 500 Crash

Martin Truex Jr.'s bad luck from 2024 continued into 2025 as he was taken out in the Daytona 500 through no fault of his own when he was involed in a crash at the start of Stage 2 when Joey Logano could not get up to speed. This caused the entire outside lane to check […]

1 month ago

Helio Castroneves Eliminated From Daytona 500 In Crash With Teammate

Four-time Indy 500 winner Hélio Castroneves was eliminated from his first Daytona 500 start after leader Joey Logano could not get back up to speed at the start of Stage 2 due to a paper bag in his grille, which stacked up the outside line and resulted in a multi-car pileup when John Hunter Nemechek […]

1 month ago

Ross Chastain Has A Real Shot Of Winning But Should Be Avoided For DFS

Ross Chastain came oh so close to winning last year's Daytona 500 as he attempted a pass on leader William Byron and was alongside coming to the white flag just as Corey LaJoie bumped Austin Cindric into Chastain, spinning out both drivers and helping cost Chastain a playoff bid. Nonetheless, the Trackhouse Racing cars definitely […]

1 month ago

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