What sweat knows that your heart rate monitor doesn't?
Hyvia Team

Pick up a training top after a hard pre-season session in July and you can read it like a map. The dark stain running down the spine. The collar wrung through. Sometimes a faint white crust where the sweat dried into the fabric.
Most of us grew up seeing that as a laundry problem. We've come to see it differently. That shirt is carrying information about what the session actually cost the player who wore it, and almost all of it ends up in the washing machine.
This piece is about that information: what's in it, what it can tell a performance department that a heart rate monitor can't, and, just as importantly, what it can't.
Heart rate is an honest witness with a narrow view
Let's get one thing out of the way first. We love heart rate. Our own Band reads it, along with HRV, blood oxygen and skin temperature, and it remains one of the most useful numbers in sport.
Heart rate tells you how hard the engine is running. It reacts within seconds, it's easy to collect, and after decades of research, everyone in the building knows how to read it. Put it next to GPS and you get a solid picture of the work: how far, how fast, how hard.
But work and cost are not the same thing.
The same player can produce a near-identical heart rate trace on two different Tuesdays and be in a completely different place on each of them. On the first, he slept nine hours and his week has been quiet. On the second, he's three nights into a teething baby, his name is in a transfer rumour, and the session landed on top of all of it. The monitor sees the same thing both days. His body doesn't.
Heart rate measures the demand. It was never built to measure the price.
What's actually in a drop of sweat
Sweat is mostly water and salt, but not only. As it forms in the glands and travels to the skin, it picks up traces of what's going on inside the body. Scientists have studied it for decades, and wearable sensors have finally made it possible to read some of those traces during a real session instead of in a lab days later.
Most team wearables stop at what they can measure through the skin. The HYVIA Patch reads what comes out of it, and it focuses on three markers.
Cortisol is the body's main stress hormone. It rises when the body is under strain, and the body isn't fussy about where that strain comes from. A brutal conditioning block, a bad night's sleep, an argument at home, a contract running down: they all land in the same ledger. That's exactly what makes cortisol so valuable to a performance department. It picks up load that never appears on a GPS report.
It moves during exercise, too. A 2023 study in the European Journal of Applied Physiology tracked sweat cortisol through 90 minutes of hard cycling in the heat and found it climbing steadily the whole way, nearly quadrupling between the 25-minute and 85-minute marks.
pH is the simplest of the three to explain and, for us, one of the most interesting. Sweat is usually more acidic than blood, and its pH shifts with what the working body is going through. In a 2024 study published in Science Translational Medicine, a team at Northwestern University found that sweat collected over working muscles became steadily more acidic as heart rate climbed, falling from around 7.3 at rest to 5.5 at the hardest effort, and it tracked blood lactate closely. Sweat from muscles that weren't doing the work showed no such pattern.
The same team noticed something we find quietly fascinating. Participants who exercised regularly kept their sweat pH steady at speeds where the less active group's pH dropped away. Fitness, it turns out, shows up in the chemistry as well as on the stopwatch.
Lactate is the marker everyone in football thinks they already understand, so it deserves an honest paragraph. Sweat lactate is not blood lactate. Research going back years shows that most of the lactate in sweat is produced by the sweat glands themselves as they work, and it doesn't simply rise and fall with the lactate in a player's bloodstream. The Northwestern study found exactly that: sweat pH followed blood lactate, sweat lactate didn't. Anyone selling sweat lactate as a painless replacement for a finger-prick test is overselling it.
So why read it? Because sweat lactate reflects how hard the sweat glands are working, and those glands are at the heart of how a player copes with heat and effort. On its own, it's a modest clue. Read against that player's own history, and alongside cortisol, pH and the Band's data, it adds a line to the story without pretending to be the whole story.
One reading tells you almost nothing
Here's the part that matters most.
A single sweat reading, taken on its own, is close to meaningless. Sweat chemistry changes with the weather, with how far into a session you are, with where on the body it's collected, and enormously from one person to the next. In that same 2023 cortisol study, sweat from the forehead carried almost twice the cortisol of sweat from the forearm, in the same people, in the same session.
One player's normal can be another player's warning sign. Compare them against each other, or against a textbook range, and you'll draw the wrong conclusions.
What's meaningful is change against the player's own normal.
That's how the HYVIA Coach Dashboard works. All six of its outputs (Readiness, Stress, Fatigue, Performance Score, Overload and Sleep) are benchmarked against each player's individual historical baseline, not a squad average or a population chart. The Patch's chemistry sits in that same picture, next to the Band's heart rate, HRV and sleep data. So the question on the screen is never just "is this number high?" It's "is this number high for him?"
It sounds like a small distinction. In practice it's the difference between treating a squad as 25 versions of one average athlete and treating it as 25 individuals. It's a big enough idea that it's getting a post of its own soon.
What this looks like on an ordinary Tuesday
Picture a centre-back in his late twenties. Monday's session was light by design. His GPS numbers are unremarkable. His heart rate during the session looked the way it always does.
But his stress markers have been sitting above his own baseline for three days running, and his sleep scores have dipped alongside them.
None of that is a verdict. Nobody should lose their place in a session because of a number on a screen. What it gives the performance staff is a reason to have a conversation before the plan is set, instead of noticing a week later that he's looked flat.
Maybe he's moving house. Maybe contract talks have stalled, or his family is still settling into a new country, or he's quietly carrying something nobody knew about. Maybe it's a few rough nights and nothing more, and his numbers drift back to normal by Thursday.
Either way, the staff walk onto the training pitch knowing something they wouldn't have known from heart rate and GPS alone. Maybe the session stays exactly as planned. Maybe his reps get trimmed. Maybe someone simply sits next to him at lunch and asks how he's doing. That's what good data does. It doesn't make the decision for you. It starts the right conversation sooner.
What sweat can't tell you
We think it's worth being upfront about the limits, because performance staff can spot overselling from the other side of the training ground.
A sweat patch is not a blood test. It won't diagnose anything, it won't replace your sports scientist's judgement, and no single marker should ever be read in isolation. Sweat chemistry is genuinely complex, and much of the research is still young, built on small studies that the field is working to extend.
What it does offer is a continuous, needle-free look at the chemical side of training load, gathered during real sessions and read in the context of each player's own history. For a department that already has the mechanical side well covered, that's the layer that's been missing.
Back to that shirt
Next time you see a soaked training top come off after a hard session, try seeing it the way we do: as a record of what that session asked of the person inside it.
Heart rate tells you how hard the engine ran. GPS tells you where it went. Sweat tells a different story, about stress, strain and what the body actually spent to get through the work. The best decisions come from hearing all three.
If you'd like to see what the Patch picks up from your own players, book a demo with our team. We'd love to show you.
Sources
- Regional and time course differences in sweat cortisol, glucose, and select cytokine concentrations during exercise - European Journal of Applied Physiology, 2023
- A skin-interfaced microfluidic platform supports dynamic sweat biochemical analysis during human exercise - Science Translational Medicine, 2024, Northwestern University