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Thu, 12 Nov, 2026Updated 09:51 am IST
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35 Hours to Find Needle in Haystack

A mathematical approach to finding a needle in a haystack reveals it would take around 35 hours to search through a 125,000 cubic inch stack, with a 23% chance of success in just 8 hours

35 Hours to Find Needle in Haystack
Photo: Vyacheslav Argenberg / wikimedia (BY)

Finding a needle in a haystack is a task often considered impossible, but what are the actual odds of success? According to statistics professor Jeffrey Rosenthal, the search could take around 35 hours if looking through one cubic inch per second.

The haystack in question is approximately three feet wide, three feet long and eight feet high, with a total size of around 125,000 cubic inches. To put that into perspective, the interior of a Honda Civic is around 171,000 cubic inches.

Breaking down the search into smaller, manageable chunks is key, says Rosenthal. By dividing the haystack into individual cubic inches, the search becomes more feasible. With 125,000 separate cubic inches to search through, and the ability to look through one cubic inch per second, the task is still daunting.

Each individual clump of hay has a one-in-125,000 chance of containing the needle, making the search a true test of probability. However, limiting the search to eight hours per day gives a 23 percent chance of finding the needle per day.

## Why it matters The mathematical approach to finding a needle in a haystack highlights the importance of probability theory in solving real-world problems. By applying mathematical principles to the search, Rosenthal demonstrates that even the most seemingly impossible tasks can be broken down and approached in a logical and methodical way.

The search for a needle in a haystack may seem like a trivial pursuit, but it has significant implications for our understanding of probability and statistics. As Rosenthal notes, probability theory is the mathematical study of randomness and uncertainty, and has applications in a wide range of fields, from science and engineering to finance and economics.

In conclusion, the next time you hear the phrase 'finding a needle in a haystack', you'll know that it's not just a metaphor for a difficult task, but a real-world problem that can be approached with mathematical precision and probability theory.

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