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A Data-Driven Look at World Series Competitiveness – iRunFar


Would you rather win the UTMB World Series or the Golden Trail World Series?

Sure, there is only a handful of people per year for whom that question is anything more than a hypothetical or a daydream. The rest of us get to sit back, relax, and enjoy the show created by the series’s competition.

In this month’s Running the Numbers column, we’re looking at exactly that — competition. We ask the question: What competitive characteristics does each series have and which one is more competitive?

The answer? Read on to find out.

Golden Trail World Series Finals 2022 Stage 1 start

The start of stage 1 of the 2022 Golden Trail World Series Finals. Photo: Golden Trail Series | Madeira | Jordi Saragossa

Our Methodology

This analysis is based on race results from the International Trail Running Association (ITRA) website.

The ITRA website did not include DNF (did not finish) information for participants in the 2022 UTMB World Series Finals races in Chamonix, France, so we did a separate scraping of the UTMB website for DNF data for the 2022 UTMB and CCC.

In total, we had six total events in the 2022 Golden Trail World Series and 68 in the 2022 UTMB World Series.

We excluded youth categories in our analysis, in hopes of embracing youth participation without scrutinizing the competitiveness of the field.

To measure the competitiveness of each race, we gathered race results for each event and distance for 2022 and calculated:

  • The number of elite competitors per event
  • The results distribution separating the top finishers

Rather than review the individual entrants of each race and subjectively decide which athletes qualify as elites, we used ITRA’s elite standards. As we explained in last month’s article on the various runner ranking systems in mountain running, ultrarunning, and trail running, ITRA maintains the ITRA Performance Index that awards points to runners based on their performances. ITRA considers male runners to be elite if their Performance Index is 825 or higher. Female runners with 700 points or more are classified as elite.

We realize that both series use their own runner ranking systems, as we also discussed last month. However, both ranking systems only rank performances in respective series races, rather than an athlete’s full running resume, as ITRA’s Performance Index attempts to do. As such, we utilized the ITRA Performance Index for this article.

In early 2023, ITRA graciously provided us with the ITRA rankings of the top 10,000 male runners and the top 10,000 female runners. Their individual ITRA Performance Index scores may have changed slightly since then, but the dataset is plenty current for our just-for-fun analysis.

One other caveat is that we may have overlooked classifying runners as elite or as participating in multiple events if their names did not have consistent spellings. For example, if a runner included a middle name or registered under an abbreviated first name for one race, we may not have connected their result to their ITRA Performance Index. We mitigated this risk to the best of our ability by using ITRA as the primary source for our race results for this analysis.

2023 Transvulcania Ultramarathon by UTMB - start

The start of the 2023 Transvulcania Ultramarathon by UTMB, which forms part of the 2023 UTMB World Series. Photo: Transvulcania Ultramarathon by UTMB

The Competitiveness of the 2022 Golden Trail World Series

The Golden Trail World Series (GTWS) is a set of six races, culminating in a final event. Its events are generally technical, mountainous trail races around the marathon distance. As its website explains, the GTWS is intentional about including fewer events and distances that permit more frequent racing, because it strives to see top runners in direct competition multiple times per year: “A clear and simple format where each runner’s best three results from the six races count. This will generate excitement for the public who follow the entire season and to ensure that elites meet each other a maximum of times during the year guaranteeing a high level at each race.” Along with the GTWS, there are also a number of races in Golden Trail National Series in various countries.

It’s notable that the GTWS appears to be living up to its aspiration to put elite athletes in direct competition with each other multiple times per season. In 2022, there were at least 59 athletes who competed in three or more of the six GTWS races. Both Sara Alonso and Anthony Felber raced in all of the GTWS events.

Sara Alonso - 2022 Mont Blanc Marathon champion

Sara Alonso winning the 2022 Marathon du Mont-Blanc, which was part of the 2022 Golden Trail World Series. Photo: Golden Trail Series | Marathon du Mont-Blanc | Jordi Saragossa

The GTWS values competitiveness to the extent that it rewards the fastest series participants for entering at least three races in the series each season. The series offers complimentary race entries to top-ranked athletes and will even, within the guidelines set out on its website, offset travel and accommodation costs.

The GTWS format and funding model appears to be effective in fostering elite competition. In 2022, and in series total, it attracted proportionately more elite runners than the 2022 UTMB World Series did. If you count each race bib (since many runners in both series participated in more than one race), elite athletes accounted for 5.4% of all GTWS race bibs, compared to 1.3% of UTMB World Series race bibs.

The table below shows the distribution of elite men and women in each series.

Table showing there were 107 elite women and 189 elite men in the Golden Trail series (5.4% of total participants), and 167 elite women and 333 elite men in UTMB World Series (1.3% of total participants.)

Table showing the number of elite men and women in the 2022 Golden Trail World Series and 2022 UTMB World Series, as a percentage of the total participants.

Among the races in the GTWS, Sierre-Zinal attracted the most elite entrants by a wide margin, seeing 129 participants who are classified as elite by ITRA standards. We should note that Sierre-Zinal, along with several other races on the GTWS, was already a high profile, stand-alone event prior to the series, and has historically attracted a top field of runners courtesy of the race organization’s enduring effort to bring competition together.

The chart below shows the numbers of elite entrants in each GTWS event.

Chart showing the numbers of elite entrants in each race. Sierre-Zinal has the most at 129, with Marathon du Mont Blanc next at 56.

Bar chart showing the number of elite entrants in each 2022 Golden Trail World Series race.

The marathon and sub-marathon distances that make up the GTWS also lend themselves to tight competition because runners finish within minutes — even seconds — of each other. At the 2022 Marathon du Mont-Blanc, Dani Moreno secured her place on the podium by finishing a mere 18 seconds ahead of Anaïs Sabrié. At the 2022 Pikes Peak Ascent, the men’s podium was filled in just over two minutes by Rémi Bonnet, Daniel Osanz, and Joseph Gray.

For each race in the GTWS, we divided the 10th-place finisher’s time by the winner’s time to get a percentage. The graph below plots those percentages, showing that, for example, the men’s winner of the 2022 Sierre-Zinal was 7% faster than the men’s 10th-place finisher. As you’ll see, the GTWS boasts some of the closest competition in elite women’s trail racing.

Chart showing that Sierre-Zinal is the closest race, with 7% and 5% respectively separating the women's and men's top ten finishers.

Bar chart showing the spread among the top-10 finishers at each 2022 Golden Trail World Series race.

The Competitiveness of the 2022 UTMB World Series

The UTMB World Series launched in 2022 and includes many events that were previously part of the Ultra-Trail World Tour. The UTMB World Series includes significantly more events, and more distance options, than the GTWS. The UTMB World Series Finals in Chamonix, France (the UTMB, CCC, OCC, etc.), are considered the championships, with elite runners gaining entry based on their participation in other UTMB World Series events.

Manuel Merillas - 2022 OCC men's champion

Manuel Merillas takes the win at the 2022 OCC, one the 2022 UTMB World Series Finals. Photo: UTMB

This qualification process motivates competitive runners to race in other UTMB World Series events, but in 2022 the elite entrants continued to be largely concentrated at a small handful of races. The graph below shows the UTMB World Series events that had more than five men’s or women’s elite entrants per event.

Chart showing UTMB had the most elite entrants at 84, followed by CCC with 74.

Chart showing the number of elite entrants per 2022 UTMB World Series race that had at least five elite entrants.

One interesting note, the most competitive six races of the 2022 UTMB World Series were quite similar to the competitive depth of the 2022 GTWS races. The GTWS had an average of 52 elite athletes (male and female combined) at each of its races. The six most competitive UTMB World Series races had a comparable number, averaging 49 elite athletes for those six races.

If you remember, the GTWS had one race, Sierre-Zinal, that had significantly more elite entrants than the others, especially compared to the most competitive UTMB World Series races. One possible reason why the UTMB World Series did not have a race with Sierre-Zinal-level competitiveness is that three of its most competitive races, the UTMB, CCC, and OCC, took place at the same time, at the UTMB World Series Finals in Chamonix, France. This resulted in a whole whack (to use the data-science term) of elite athletes gathering in one place at one time, but they were spread across multiple races.

The most competitive event that was not part of the 2022 UTMB World Series Finals was the 2022 Western States 100, which has a long, independent history of attracting elite competitors and was already a bucket-list race for many runners well before it joined the UTMB World Series.

One measure of a race’s competitiveness is the time separating the top finishers. For example, in a tight race, the 10th-place woman is finishing shortly after the first-place woman. The graph below shows that, of the longer races in the 2022 UTMB World Series, the 2022 Western States 100 was the closest event on the men’s side, while the 2022 CCC was the closest on the women’s side.

Chart showing that Western States 100 is the closest race, with 13% and 9% respectively separating the women's and men's top ten finishers.

Bar chart showing the spread among the top-10 finishers at select 2022 UTMB World Series races.

A significant factor in the competitiveness of the UTMB World Series Finals is the style of racing I’ve heard described as, “show up or blow up.” Top athletes have limited room for error in these events and the pacing strategies are aggressive. It makes the results challenging to predict.

It also means an event’s competitiveness is hard to appreciate just from the finishing times, because the DNF rate among elite runners is so high. Using the 2022 UTMB, for example, more than a third of the runners iRunFar listed in its pre-race preview of the men’s race and the women’s race, respectively, went on to DNF. The chart below shows a breakdown of these.

Table showing a 38% DNF rate for both men and women in the iRunFar 2022 UTMB previews.

Table showing the percentage of DNFs out of elites who featured in the iRunFar 2022 UTMB previews.

Closing Thoughts

Though we’ve ostensibly been comparing the 2022 UTMB World Series and the 2022 Golden Trail World Series (GTWS), our comparison shows that both are very competitive.

If you put together the entire 2022 UTMB World Series and the 2022 GTWS, the GTWS is more competitive. And if you compare the GTWS’s six events with the most competitive six events in the UTMB World Series, they are similarly competitive.

Pitting the two against each other makes for entertaining conversation on a long run, but it’s worth noting the series don’t have to be mutually exclusive. Indeed, several top athletes competed in events from both series in 2022. The table below offers a few examples:

Table showing standout results in each series by Kilian Jornet, Jon Albon, Mathieu Blanchard, Blandine L'Hirondel.

Table showing runners who had standout results in both the 2022 UTMB World Series and the 2022 Golden Trail World Series.

One of the biggest takeaways here is that the 2022 Golden Trail World Series makes for exciting racing. In the year that iRunFar has been publishing this column, I’ve been guilty of having that common predisposition toward talking about 100 milers. I will still shamelessly follow coverage for this year’s Western States 100, but I also recognize what “shorter” distances contribute to the competitiveness of mountain running, ultrarunning, and trail running. By allowing for more frequent racing and allowing runners to compete against some of the same athletes multiple times per year, the GTWS provides a full season of competition worth following.

As for the UTMB World Series, 2022 was its inaugural season. The 2022 UTMB World Series Finals in Chamonix, France, were deeply competitive and engaging. UTMB-affiliated races are now happening around the globe. Elite athletes are still navigating the entry process for the UTMB World Series Finals, so the competitiveness of other races in the series is likely to evolve as newer events become more established and build their reputations. This series is worth following, too, for both its competition and its trajectory.

Call for Comments

  • Do you follow one series more closely than the other?
  • Have you personally chosen between these two race series? If so, how did you choose?
  • How do you think the relative competitiveness of these series will evolve in the years to come?
2022 UTMB champion - Kilian Jornet v2

Kilian Jornet, the 2022 UTMB champion, showed his diversity by also taking the win at the 2022 Zegama Marathon, as part of the 2022 Golden Trail World Series. Photo: iRunFar/Bryon Powell



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