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Sean Wrona - RotoBaller

726 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

Alex Bowman's Disqualification Spares Joey Logano From Playoff Elimination

Although it initially looked like Joey Logano failed to advance to the Round of 8 after Sunday's Charlotte roval race when Tyler Reddick made a furious charge to secure what seemed to be the last playoff spot, Alex Bowman's post-race disqualification unexpectedly allowed Logano back into the playoffs, thereby continuing his streak of making the […]


Austin Cindric's Gallant Roval Performance Not Enough To Advance To Round Of 8

Austin Cindric tried his hardest to deliver a clutch victory at Charlotte to lock himself into the Round of 8 after his near-miss at Talladega. He started and finished fourth at the roval in his best road course drive in the Cup Series since his second-place finish at the Indianapolis roval in 2022. Although he […]


Broken Steering Eliminates Chase Briscoe From NASCAR Playoffs

Chase Briscoe essentially had no chance of advancing to the Round of 8 in the NASCAR playoffs unless he won at the Charlotte roval, which was going to be an extreme longshot to begin with since he only qualified 25th. However, he was ultimately eliminated from the playoffs after being involved in a string of […]


Daniel Suarez Has Road-Course Speed But Not Enough To Make Up Deficit

Daniel Suarez enters Sunday's Charlotte roval race 10th in the standings, 20 points behind the playoff cut line. Trackhouse Racing certainly has good road-course speed, as Ross Chastain easily could have won at Watkins Glen had he not been bitten by caution timing. Although Suarez tends to consistently have speed on road courses as well, […]


Ryan Preece Rarely Competitive On Road Courses

In what might be Ryan Preece's final road-course race as a Cup Series driver, he qualified 34th for Sunday's race at the Charlotte roval. Although his modified experience occasionally helps him in treacherous conditions, like in the 2021 Austin race where he briefly fought for the lead in heavy rain, he is just as mediocre […]


John Hunter Nemechek Gets New Crew Chief In Legacy Motor Club Reshuffle

Legacy Motor Club has struggled so much this season that they shook everything up on Tuesday by firing Erik Jones's crew chief Dave Elenz, replacing him with John Hunter Nemechek's crew chief Ben Beshore, and replacing Beshore with Legacy technical director Brian Campe on Nemechek's car. Campe is a major question mark at this point, […]


Joey Logano Probably Won't Advance To Round Of 8 Despite Qualifying Fourth

Joey Logano qualified fourth for Sunday's Bank of America Roval 400. Logano has consistently been a solid but not electrifying performer at the Charlotte roval, as he has both qualified in the top 10 and finished in the top 10 in all but one race he has competed there. But on the other hand, he's […]


Corey LaJoie Steadily Consistent In Recent Weeks

After a litany of embarrassing crashes this summer, Corey LaJoie has quietly recaptured his 2021-2023 form. Although it was too little, too late to save his Spire Motorsports ride, the move may have been a blessing in disguise since Chris Lawson is a better crew chief than Ryan Sparks and now he gets to be […]


Brad Keselowski Picking Up Road-Course Speed

Brad Keselowski has not been a particularly noted road racer in recent years as he has only posted a single finish better than 10th on a road course in the 2020s and he had vastly more top-10 finishes on this track type in his Penske years, even though there were fewer road courses on the […]


Erik Jones Hopes Crew-Chief Change Will Elevate Performance

Although Erik Jones finally earned his first top five in over a year at Talladega, he still ran very poorly, especially for a drafting expert. He only finished fifth at Talladega because he lost the draft, which enabled him to miss the Big One. His performance has not improved, which explains why crew chief Dave […]


Daniel Hemric's Best Hope Is Piggybacking Off Shane van Gisbergen's Setups

Although Daniel Hemric has never done much on the Charlotte roval at the NASCAR Cup Series level, he was a reliably consistent driver there in the Xfinity Series with four top-10 finishes, including two third-place finishes along with starting fourth or better in every one of his starts. But the Cup Series is another beast, […]


Noah Gragson Solid At Charlotte Roval In Xfinity Series

Noah Gragson qualified 32nd for the Charlotte roval in a session where none of the Stewart-Haas Racing drivers did very well. Although Gragson did not compete here last year because he was fired by Legacy Motor Club before this portion of the season, he did compete once here in 2022 where he started 29th and […]


Austin Cindric's Road-Course Record Weaker Than People Think

After Austin Cindric's crash at Talladega, he fell 29 points behind Chase Elliott for the final transfer spot to make the Round of 8. Cindric winning his way into the Round of 8 can't entirely be ruled out since he is starting fifth, but he also isn't as good on road courses as people seem […]


Harrison Burton Has No Motivation To Run Well After Playoff Elimination

Although it's hard to imagine Harrison Burton contending in Sunday's Charlotte roval race, especially since he is a lame-duck driver and starting 26th, it is worth noting that he did finish third on the short-lived Indianapolis roval as a rookie in 2022, which was his best finish before his win at Daytona this year. He […]


Chase Briscoe's Cinderella Story Will Likely End At Charlotte

Chase Briscoe is almost certainly not going to advance to the Round of 8 in the NASCAR Cup Series playoffs since he enters Sunday's race at the Charlotte roval 12th in the standings, 32 points behind Chase Elliott for the final transfer spot. Briscoe does have solid runs on road courses periodically and just finished […]


Ryan Blaney Should Be Safe To Advance Despite Inconsistent Road-Course Record

Ryan Blaney has tended to struggle on road courses with the Next Gen chassis and has been slightly faster on road courses this year than in 2023, particularly at Sonoma, where he started third and finished seventh. Although he won the inaugural Charlotte roval race after Jimmie Johnson wrecked Martin Truex Jr. and himself while […]


Ricky Stenhouse Jr. Wins At Talladega To Salvage Lackluster Season

Ricky Stenhouse Jr. is considered one of the foremost NASCAR Cup Series drafting specialists and he backed that up with a win in Sunday's YellaWood 500 at Talladega. He also won Stage 1 after a last-lap pass of Chris Buescher. Although he has had a low-key very disappointing season, as his speed percentile of 34.69% […]


Joey Logano Triggers Big One At Talladega, Falls Below Cut Line

Joey Logano had an unexpectedly disappointing run at Talladega on Sunday, although most people expected much more from him, especially after his win at Atlanta. Although Logano was one of the dominant drivers for most of Stage 3, making seven on-track passes for the lead in an epic duel with his teammate Austin Cindric and […]


Chase Elliott Maintains Playoff Position Despite Talladega Crash

Chase Elliott had a so-so run at Talladega by his standards, but he did what he needed to do to maintain his position on the playoff bubble, where he leads Joey Logano by 13 points for the final transfer spot. Despite qualifying 11th, Elliott had a disappointing Stage 1 when he was consistently outrun by […]


Austin Cindric Fights For The Win At Talladega Before Late-Race Crash

Despite his fluky Gateway win, Austin Cindric is generally lackluster outside of drafting tracks and to a lesser extent road courses. Since he was well below the cutline and the Penske cars have been so fast on drafting tracks, Cindric likely knew that a win at Talladega would be his best shot at advancing to […]


Chase Briscoe Runs Decently But Crash Likely Eliminates Him From Round Of 8

Although Chase Briscoe isn't particularly noted as a great driver on drafting tracks, he tried his best and looked poised to have a good run at Talladega on Sunday. After finishing eighth in Stage 1, he emerged in the top 10 on Lap 133 and remained there until he and nearly all the other Fords […]


J.J. Yeley Too Slow to Be a Solid Underdog Play

Despite never being a very successful driver in NASCAR, J.J. Yeley has had a surprisingly long career in the NASCAR Cup Series and it has continued this year with the underfunded and wildly off the pace New York Racing Team. How far off the pace? He qualified 40th and last for today's Talladega race and […]


Daniel Suarez Unlikely to Repeat Atlanta Triumph at Talladega

Daniel Suarez was pretty lucky to advance to the playoffs while his teammate Ross Chastain didn't even though Chastain has arguably outrun Suarez even worse this year than in 2022 and 2023, so it shouldn't be surprising that Suarez now sits 14 points below the cutline and is unlikely to advance to the Round of […]


Spire Motorsports Too Far Off the Pace for Zane Smith to Contend

Zane Smith has definitely had a significant uptick in performance in the second half of 2024, particularly as he sees tracks a second time, although this is overstated to some extent as he is usually finishing better than he is running of late and that is not necessarily sustainable. However, all three Spire cars were […]


Ryan Preece Will Probably Be an Afterthought at Talladega

Ryan Preece qualified 18th for what might be his last NASCAR Cup Series race at Talladega. Although he is in a Ford and the Fords have had a significant speed advantage, the Stewart-Haas Fords have been nowhere near as fast as the Penske-affiliated Fords and it seems likely the team will be focused on trying […]


Michael McDowell Consistently Fails to Get Finishes After Drafting Track Poles

Michael McDowell's qualifying dominance on drafting tracks continued as he won the pole for this afternoon's YellaWood 500 at Talladega, his fifth straight pole on this track type and sixth this season, the most of any driver. However, he has struggled to maintain his position in those races as his average finish after winning the […]


Despite Inconsistent Record, Joey Logano a Likely Favorite at Talladega

Joey Logano qualified 6th for this afternoon's Talladega race and sits four points above the playoff cutline in a tie with Chase Elliott. Although he has not run very well at most tracks this season relative to his usual standard, he has been very strong on drafting tracks as he led the most laps at […]


Erik Jones's Season Struggles Will Probably Override Talladega Record

Erik Jones's season has been one to forget after suffering a fractured vertebra in the spring race at Talladega when his teammate John Hunter Nemechek triggered a multi-car crash. Despite looking like a playoff contender as recently as 2022, Jones has not led a lap this season nor has he finished in the top ten […]


Ty Gibbs Might Overcome Joe Gibbs Racing's Questionable Drafting Track Speed

Although Ty Gibbs was eliminated from the playoffs, he can still salvage his season with a win at Talladega, but the Joe Gibbs Racing cars have been slower than you'd expect on drafting tracks lately. Although his teammates Christopher Bell and Denny Hamlin have been two of this season's most dominant drivers, three out of […]


Chase Elliott Should Finish Well at Talladega Without Seriously Contending

Chase Elliott starts 11th at Talladega and enters the race in a tie with Joey Logano four points above the playoff cutline to reach the Round of 8. Elliott has consistently had speed at Talladega from the beginning as he won the pole for his first race there and won there twice in 2019 and […]


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