A dedicated runner’s last 121 runs culminated in a TikTok video where a stick figure appears to dance on a map of his neighborhood.
Duncan McCabe tracked 10 months of runs using Strava, an app that’s part exercise tracker, part social media. McCabe posted his runs to Strava, which records metrics like distance, calories, time, and average space. Strava also outlines movement in each exercise session with an orange line on a map.
McCabe’s route took the intentional shape of a stick figure man wearing a cap, whose pose changed slightly every session. After 121 sessions, McCabe was ready to compile each route display into a masterpiece.
“Strava art animation through the streets of Toronto!” reads the caption. “This took me 121 runs from January to October 2024.”
Set to music with a steady beat, the orange stick figure appears to dance across the map for 20 seconds.
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Over the summer of 2023, McCabe compiled a series of routes he ran in shapes that included dinosaurs, sharks, and even the letters to spell out Toronto.
Eager fans will likely need to exercise patience until McCabe releases the next elaborate compilation in his running series.
You check your smartwatch after a run. Your fitness score has dropped. You’ve burnt hardly any calories. Your recovery score is really low. It’s telling you to take the next 72 hours off exercise.
The worst bit? The whole run felt amazing.
So why is your watch telling you the opposite?
Ultimately, it’s because smartwatches and other fitness trackers aren’t always accurate.
Smartwatches can shape how you exercise
Using wearable fitness technology, such as smartwatches, has been one of the top fitness trends for close to a decade. Millions of people around the world use them daily.
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These devices shape how people think about health and exercise. For example, they provide data about how many calories you’ve burnt, how fit you are, how recovered you are after exercise, and whether you’re ready to exercise again.
But your smartwatch doesn’t measure most of these metrics directly. Instead, many common metrics are estimates. In other words, they’re not as accurate as you might think.
1. Calories burned
Calorie tracking is one of the most popular features on smartwatches. However, the accuracy leaves a lot to be desired.
Wearable devices can under- or overestimate energy expenditure (often expressed as calories burned) by more than 20 per cent. These errors also vary between activities. For example, strength training, cycling and high-intensity interval training can lead to even larger errors.
This matters because people often use these numbers to guide how much they eat.
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For example, if your watch overestimates calories burned, you might think you need to eat more food than you really need, which could result in weight gain. Conversely, if your watch underestimates calories burned, it could lead you to under-eat, negatively impacting your exercise performance.
2. Step counts
Step counts are a great way to measure general physical activity, but wearables don’t capture them perfectly.
Smartwatches can under-count steps by about 10 per cent under normal exercise conditions. Activities such as pushing a pram, carrying weights, or walking with limited arm swing likely make step counts less accurate, as smartwatches rely on arm movement to register steps.
For most people, this isn’t a major problem, and step counts are still useful for tracking general activity levels. But view them as a guide, rather than a precise measure.
3. Heart rate
Smartwatches estimate your heart rate using sensors that measure changes in blood flow through the veins in your wrist.
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This method is accurate at rest or low intensities, but gets less accurate as you increase exercise intensity.
Arm movement, sweat, skin tone and how tightly you wear the watch can also impact the heart rate measure it spits out. This means the accuracy can vary between people.
This can be problematic for people who use heart rate zones to guide their training, as small errors can lead to training at the wrong intensity.
4. Sleep tracking
Almost every smartwatch on the market gives you a “sleep score” and breaks your night into stages of light, deep and REM sleep.
The gold standard for measuring sleep is polysomnography. This is a lab-based test that records brain activity. But smartwatches estimate sleep using movement and heart rate.
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This means they can detect when you’re asleep or awake reasonably well. But they are much less accurate at identifying sleep stages.
So even if your watch says you had “poor deep sleep”, this may not be the case.
5. Recovery scores
Most smartwatches track heart rate variability and use this, with your sleep score, to create a “readiness” or “recovery” score.
Heart rate variability reflects how your body responds to stress. In the lab it is measured using an electrocardiogram. But smartwatches estimate it using wrist-based sensors, which are much more prone to measurement errors.
This means most recovery metrics are based on two inaccurate measures (heart rate variability and sleep quality). This results in a metric that may not meaningfully reflect your recovery.
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As a result, if your watch says you’re not recovered, you might skip training — even if you feel good (and are actually good to go).
6. VO₂max
Most devices estimate your VO₂max — which indicates your maximal fitness. It’s the maximum amount of oxygen your body can use during exercise.
The best way to measure VO₂max involves wearing a mask to analyse the amount of oxygen you breathe in and out, to determine how much oxygen you’re using to create energy.
But your watch cannot measure oxygen use. It estimates it based on your heart rate and movement.
But smartwatches tend to overestimate VO₂max in less active people and underestimate VO₂max in fitter ones.
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This means the number on your watch may not reflect your true fitness.
What should you do?
While the data from your smartwatch is prone to errors, that doesn’t mean it is completely worthless.
These devices still offer a way to help you track general trends over time, but you should not pay attention to daily fluctuations or specific numbers.
It’s also important you pay attention to how you feel, how you perform and how you recover. This is likely to give you even more insight than what your smartwatch says.
Hunter Bennett is a lecturer in exercise science at Adelaide University. This piece first appeared on The Conversation.
If you’ve ever started a new workout routine with the best intentions only to find yourself skipping sessions by week two, you’re not alone. I’m the type to get trapped in the same cycle of burnout, where I go hard for a couple of weeks, feel exhausted, feel guilty, and repeat. For me, what finally broke that cycle wasn’t a new gym membership or a fancy fitness app, but a simple scheduling hack: the “3-3-3 rule.” I’d seen this rule applied it to general productivity, and all the same principles can apply to your fitness habits, too. Here’s how you can use the 3-3-3 rules to structure your workouts and create a habit that sticks.
What is the 3-3-3 rule?
The 3-3-3 “rule” (or “method,” or “gentle suggestion”) is essentially a weekly workout framework built around three types of movement, each done three times per week:
Three strength training sessions. This includes lifting weights, bodyweight circuits, resistance bands, whatever builds muscle and challenges your body.
Three cardio sessions. This includes running, cycling, swimming, jump rope, a dance class—what counts as “cardio” is up for debate, but here, I think of it as anything that gets your heart pumping.
Three active recovery days. This includes light walking, yoga, stretching, foam rolling, and so on.
And yes, I realize this math adds up to nine intentional days of movement across a seven-day week. Here’s the thing: You do double duty some days, or skip workouts here and there, or adjust to a nine-day cycle, because the point isn’t rigid scheduling. The point is rhythm over a strict structure. For me, the 3-3-3 rule provides a sense of momentum that’s flexible enough to fit into real life, but consistent enough to actually stick to.
Why the 3-3-3 rule works for me
Before I get into how the 3-3-3 rule helped me specifically, let’s talk about why so many workout plans fall apart in the first place. I believe most of them make two classic mistakes. The first is doing too much, too soon. You go from zero to six days a week at the gym, you get burnt out, and the whole thing unravels. The second mistake is having no real structure at all—just vague intentions, like “I’ll work out when I can,” which never materializes into anything real for a lot of people.
For me, the 3-3-3 rule solves both of those problems. It gives me enough structure to build habit and momentum, but not so much intensity that my body and brain feel overwhelmed. I personally adore running, but I struggle to motivate myself to lift weights; the 3-3-3 rhythm here helped me find a middle ground between those two workouts. When I know I have three strength sessions to hit in a week (or nine-ish day cycle), I can look at my calendar and find three slots without too much drama or dread.
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There’s also plenty of breathing room built into the plan, which was the biggest game changer for me. I used to have the (toxic) thought that my rest days were wasted days, which is a mentality that led to either overtraining or complete inactivity with pretty much no middle ground.
Plus, there’s something psychologically satisfying about the number three. I know and love the rule of threes in photography, comedy, survival tips, and all over the place.
How to make a 3-3-3 workout schedule work for you
The 3-3-3 rule has a ton of wiggle room for customization. Here are some ideas for how you can approach it:
What do you think so far?
For strength days, pick a format you actually enjoy. That might be a full-body circuit, a push/pull/legs split, or a class at your gym. (Boxing, anyone?) Your focus on these days should be a progressive challenge—push yourself, yes, but don’t obliterate yourself.
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For cardio days, variety helps. Mix a longer, easier effort with a shorter, more intense session (like a 20-minute interval run). I know I’m biased, but cardio really shouldn’t feel like punishment.
For recovery days, resist the urge to “make them count” by sneaking in extra work. The whole point is to let your body consolidate the gains from your harder days. Walk, stretch, breathe, and trust the process.
Another practical tip: Pick a night to map out your 3-3-3 week ahead of time. You’ll probably find that the week arranges itself pretty naturally once you’re looking for those nine windows.
The bottom line
As always, consistency should always be your priority in fitness. If you’ve been struggling to find a rhythm, if your past workout plans have always fizzled out around week three, give the 3-3-3 rule an honest four-week try. Maybe start with a 1-1-1 month! After all, the 3-3-3 rule isn’t a hack to totally transform your physique, but I do think it can provide something way more valuable. Finding a routine that works for you—like the 3-3-3 rule works for me—is the first step to make exercise a reliable, sustainable part of your life.
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QLVR ENDVR: Two minute review
Most running shoes feel familiar for a reason: the formula has barely changed in millennia. We have archaeological evidence of shoes being fastened with “shoelaces” as far back as around 3,500 BC, yet the basic lace-up running trainer remains the default.
QLVR (pronounced “clever”) set out to challenge that. Its debut shoe, the ENDVR, is a laceless “running slipper” built around a women-specific mechanical structure, with a slip-on Wing Fit system inspired by the way a bird’s wing opens and closes around movement.
The brand’s core argument is blunt: most athletic shoes are designed on men’s lasts (the mechanical devise used by manufacturers to create the foot shape) and scaled down for women, even though women’s feet tend to have different shapes and pressure points. So, they decided to literally break the mould and design something specifically for women’s feet.
It sounds like a noble ambition, although it didn’t necessarily start out as one. Originally the company was focused on doing away with laces. But co-founder and footwear designer Martin Dean soon realised this would be impossible with a unisex shoe.
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“We were tweaking the design but we couldn’t get it to work. The unisex fit system means it would just be too loose on the back of a woman’s foot,” said Dean.
“That’s when we realised that the majority of footwear is made to fit a man’s foot. So we thought ‘let’s launch this for women’.”
As a runner who often struggles with shoe fit, I could immediately relate to Dean’s explanation. I spend an inordinate amount of time fiddling with laces trying to get the fit around my ankle just right. I don’t want the laces to dig in, but I also don’t want my ankles rocking around. I also struggle with the width of running shoes finding that the toe box shape is never quite right. Typically, a lot of running technology, not just shoes but also some of the best running watches, are male by default.
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When I heard about the QLVR ENDVR I was keen to try them out. Maybe, finally, this shoe would fit! Over the past couple of months, I’ve been testing the shoe on a range of activities. Treadmill intervals, 10k easy road runs, gym sessions and as an everyday trainer for trips around the shops.
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As soon as I slipped the pair on they immediately felt different. But were they the shoe I was ultimately looking for?
(Image credit: Lily Canter)
What makes it different?
The ‘women-first’ part is not just a marketing line. QLVR is designed around a more ‘triangular’ female foot shape, with a narrower heel, wider toe area, and higher arches, rather than shrinking a men’s shoe and relying on laces to make up the slack.
The laceless part is the standout: the Wing Fit system is designed to sit in a closed, ‘laced-up’ position, flexing as you step in and then holding the rearfoot securely once your heel drops. In practice, it’s the first slip-on I’ve tried that feels like it’s meant to be run in. There is an immediate locked-in feel, and the foot is held snugly inside with minimal slippage. Being able to slip on a shoe and have the perfect heel fit straight away is a revelation.
Then there’s sustainability. QLVR leans hard into bio-based materials: a dandelion-derived foam it calls Dandelite, a Pebax Rnew polymer (from castor beans) for the Wing Fit system and propulsion plate, and a Tencel yarn upper made from eucalyptus fibres.
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What it’s like to run in
The fit is the first shock. I used QLVR’s sizing guidance and went down to a UK 6.5 (I usually size up to a 7 in running shoes). Straight out of the box, they felt very snug: secure around the ankle and heel, with noticeably more arch presence than I’m used to.
But that sense of the arch’s prominence faded fast. Once I started moving, the shoe relaxed into something closer to a slipper-like comfort, without the wobbly, overly soft feeling some max-cushioned shoes can have. For easy treadmill miles, it’s been especially pleasant: quiet, stable, and easy to forget about.
The laceless convenience is not a gimmick, either. If you’re popping out for a short run, going from work to gym, or fitting training into the cracks of a day, sliding in and heading off is genuinely freeing. No lace bite across the midfoot, no fiddling to get heel lockdown just right. The rearfoot hold is simply “there” every time.
QLVR positions the ENDVR as a shoe that can handle everything from intervals to cross-training. Based on my testing, that checks out. It feels comfortable and controlled for steady running, and supportive enough for gym sessions where you’re moving laterally or lifting lightly.
But that doesn’t mean it’s perfect. For me, the snugness may be a limiter. On longer distances, feet swell and I like a little more room up front. With my toes close to the end of the shoe and a hint of heel rub developing, I’d be cautious about taking these beyond half marathon territory. But then again, they are designed as an all-round training shoe rather than a long distance running pair.
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Grip has been mostly fine on roads, but on icy patches I felt less confident than in some of my regular winter-friendly trainers. And, subjectively, the look will be divisive: the Wing Fit silhouette is unapologetically bold, and personally I think they’re pretty ugly.
One extra practical win: QLVR says you can machine-wash the shoes cold after removing the insoles and using a laundry bag.
(Image credit: Lily Canter)
Price and availability
The QLVR ENDVR costs £165 ($233, AUS $311) and is sold direct from the QLVR website. QLVR says it ships worldwide, although its FAQ notes US shipping is temporarily on hold while it assesses the impact of new import tariffs. The pricing is pretty much on-par with mid-range running and gym shoes.
QLVR ENDVR: Specifications
Swipe to scroll horizontally
Type
Neutral multi-training
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Drop
9mm drop with 35mm rear / 26mm forefoot stack height
Weight
270g (women’s size 6)
Sizing note
QLVR’s current guidance is worth considering carefully, as it is a little contradictory. The product page and FAQ suggest the shoe can size up a bit small, recommending going up half or a full size if you’re between sizes. But the size chart says if you follow its guide you don’t need to go up in size, as toe wiggle-room is built in. This is why I opted for a 6.5 after measuring my feet according to their metrics. If I wanted to run longer distances in these shoes, I would definitely size up to 7.