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A Head-to-Head Analysis of the Fair Decathlon Model

The 2026 Jõgeva International Athletics Pentathlon produced two outstanding national records.

How a larger and stricter sample changed the formulas without changing the conclusions

A leave-one-event-out test of 17,277 complete decathlon performances

A leave-one-event-out test from 7,000 to 4,000 points

Rafał Snoch examines the five Day One events through 100-point FDM-40N cohorts, revealing how individual specialists, weak-event survivors and population patterns shape the residuals behind the scoring model.

This article asks whether the decathlon’s own performance data can provide enough information to calibrate a fair scoring system without relying primarily on elite athletes. Using 27, 741 complete decathlons—and a separate dataset excluding all …

Part 8 takes the Fair Decathlon Model into its deepest territory yet, examining B — the parameter that determines where scoring reaches zero. Using 10, 720 complete performances with totals below 7000 points, this analysis tests whether the …

After completing the zero ‐point audit in Part 8, the Fair Decathlon Model now turns to a deeper question: what should a decathlon scoring table actually measure? Part 9 explores why performances cannot be separated from the two ‐day …

A decathlon is not ten separate events. It is one competition, unfolding over two days, with one clock running from the first start to the final finish. Part 10 of the Fair Decathlon Model asks what happens when we look at the decathlon this way …

The 2010 European Athletics Championships were held at the Estaldi Lluís Companys Olympic Stadium in Barcelona, Catalonia, Spain

Erki Nool became a national hero in Estonia. His Olympic victory is remembered as one of the most dramatic in modern decathlon history.

Tomáš Dvořák secured his second consecutive decathlon title at the 1999 World Championships in Athletics in Sevilla with a total of 8744 points.

The men's decathlon at the 1998 European Championships in Budapest featured one of the deepest fields in championship history, with six athletes scoring more than 8400 points. Estonia's Erki Nool captured the European title with 8667 points, …

At the 1997 World Championships in Athletics in Athens, Tomáš Dvořák claimed decathlon gold, scoring 8837 points.

Dan O'Brien had famously missed the 1992 Olympics due to a failed pole vault in the U.S. trials, but redeemed himself in Atlanta by taking the gold. His Olympic victory was seen as the final crowning achievement in a legendary career.

Robert Zmelík wasn’t unbeatable in every meet, but in Barcelona 1992, nobody else combined consistency, peak fitness, and mental resilience as well as he did. That’s why, on that stage, he was the best.

This victory marked Dan O’Brien’s first world championship title - his international breakthrough and a pivotal launchpad for his historic multi-year dominance in decathlon

The men's decathlon at the 1990 European Championships in Split brought together Europe's leading all ‐around athletes in a highly competitive battle for medals. France’s Christian Plaziat won the European title with 8574 points, ahead of …