The most common and most likely answer to this crossword clue is the 10 letter word DECATHLONS
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More clues leading to the result DECATHLONS
Buddy explains!

The straight part
We know that "Olympic events" is the straight/definition part of the clue. The straight part is often a synonym or definition, in this case olympic events = decathlons.The cryptic/wordplay part
In cryptic crossword there's often an wordplay/cryptic part as well.This part involves a more complex hint, such as an anagram, homophone, hidden word, etc.
Sadly, We don't have an explanation for this specific crossword clue yet.
What does DECATHLONS mean?
DECATHLONS noun- An athletic contest consisting of ten events which includes sprinting, hurdling, jumping, and throwing over a span of two days.
- A contest in science and math proving skill.