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

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 …

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 …