Do "biological age" tests actually work?

By Yash Malviya·September 21, 2026

Photo: Tima Miroshnichenko / Pexels

The tests that tell you your body is younger than your birthday are everywhere. The scientists who built them say they were never meant for you.

You spit in a tube, wait a few weeks, and a report announces that although your birthday says 45, your body is really 38. It feels like a superpower, a single number for how well you are aging, and it is now sold by longevity clubs, wellness brands and home kits alike. The science underneath that number is far shakier than the marketing.

What a biological age test actually measures

A row of labelled test tubes on a rack in a modern laboratory — Epigenetic clocks are powerful research tools. Pointed at one person, they get shaky. Photo: Pavel Danilyuk / Pexels

Most of these tests are built on epigenetic clocks, which read chemical tags on your DNA called methylation and use them to estimate biological age. As research tools they are a genuine achievement. The problem is what happens when you point one at a single person and sell them a verdict.

Why scientists say they are unreliable for you

The scientists who study the clocks are unusually blunt about it. Writing in The Conversation, the Penn State researcher Idan Shalev and his colleague Abner Apsley warned that epigenetic clocks "are not designed to make claims about the health of individuals" and "can provide faulty results at the individual level." Different clocks do not agree with each other, even on the same sample. Your result can shift with your diet, a recent illness or the time of day you spat in the tube. A saliva test and a blood test can hand you substantially different ages.

It gets more uncomfortable. A 2026 study in the journal Aging Cell tested how stable these clocks are when the same person is sampled twice. Some of the most sophisticated, headline-grabbing clocks turned out to be among the least stable. The fancier the number, sometimes the flakier it is. If a test can call you 38 today and 44 next month with nothing real having changed, it is not measuring your aging. It is measuring noise.

So why does it feel so convincing? Because one tidy number is seductive, and because "your body is younger than your age" is exactly what someone paying for wellness wants to hear. That is a marketing feature, not a medical result.

“Epigenetic clocks are not designed to make claims about the health of individuals, and can provide faulty results at the individual level.”

Idan Shalev and Abner Apsley, Penn State researchers

What to track instead

Here is the frustrating part: the impulse behind the test is completely reasonable. People want to know whether their habits are working. You can already track that, with measures that are cheaper and far more reliable than a methylation readout: your resting heart rate and blood pressure, your fitness and your strength, your standard blood panel, your sleep, your waistline. These respond to real changes in how you live, and unlike a biological-age score, we actually know what they predict.

By all means be curious about how you are aging. Just do not pay a premium for a number the people who invented it say was never meant for you.

“The science underneath that number is far shakier than the marketing.”

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