The Comeback Index: Kyoji Horiguchi

This column is built by an algorithm that reads every fighter's timeline looking for the gaps — the long absences, the steep climbs back — and flags the ones worth telling. One name sits far out ahead of the field.

Kyoji Horiguchi went 3,290 days between UFC fights. His previous Octagon appearance was in November 2016. He didn't fight in the UFC again until November 22, 2025 — a gap of just over nine years — and he announced the return the hard way, submitting Tagir Ulanbekov in the third round. Then he did it again: a unanimous-decision win over Amir Albazi in February 2026. Two fights back, two wins.

Nine years is not an injury layoff; it's a second career. Horiguchi left the UFC as a flyweight prospect who'd challenged for the title, and spent the intervening years building a championship resume on the sport's other major stages before circling back. Most fighters who disappear for that long don't return at all, and the few who do rarely win — the cage speed is the first thing to go. Horiguchi came back and choked someone out.

That's what the Comeback Index is for: not nostalgia, but the rare arc the numbers insist you notice. A 3,290-day round trip that ended with a finish is the kind of story you only find by letting the data point at it.

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Source: ufc_gold_dataset_final.csv (Octagon-appearance gap + return results). Historical/data-mined feature — no prediction, no betting advice.