Haplo
Cinder plan · 8 weeks · 3 to 5 days a week

Why Your Easy Runs Are Too Hard

Zone 2 without the hype: what it actually is, four ways to find yours (with the arithmetic), what the research does and doesn't support, and eight weeks of running that never gets hard.

Haplo 19 min read

A narrow dirt path winding through a spring beech forest, the ground on both sides carpeted with flowering wild garlic, with no one on it
A path through the beech woods of the Ichterloh nature reserve, Nordkirchen, Germany · Photo: Dietmar Rabich, CC BY-SA 4.0 (Resized)

Most easy runs aren’t easy. Left to choose their own intensity, most people settle close to their ventilatory or lactate threshold, the point where breathing and effort start to climb, and training that’s meant to be easy tends to creep a little harder than intended. That puts the pace most of us drift into at the top edge of zone 2, or past it.

Zone 2 is the fix, and also one of the most over-sold ideas in fitness right now. Strip the hype away and it’s easy aerobic exercise: an effort you can keep up for a long time while talking in full sentences. It’s worth doing for a plain reason. It lets you run more, and more often, without flattening the rest of your week.

Below, we show four ways to find your zone 2, with the arithmetic worked for four example runners. Then comes an eight-week block to practise it on: the Base Building Run Block from Cinder, the workout tracker we make, with three to five runs a week and not a single hard session. After the plan, we look at what the research says zone 2 does and doesn’t do.

What is zone 2 training?

“Zone 2” comes from five-zone heart-rate charts, and different charts draw the lines in different places. The definition worth using is the physiological one. In 2025 a panel of 14 sport scientists and coaches agreed that zone 2 training should sit immediately below the first lactate or ventilatory threshold: the point where lactate starts to build in your blood and your breathing picks up enough that talking stops being effortless.

One trap when you read the research: many studies use a three-zone model instead. There, zone 1 is everything below that first threshold, and zone 2 is the band between the first and second thresholds, where tempo runs live. So when a study reports that elite athletes train surprisingly little at threshold, it’s talking about that middle band. The zone 2 people talk about online sits inside the research’s zone 1.

How to calculate your zone 2 heart rate

There are four common ways, plus the zones your Apple Watch sets for you. They won’t give the same answer, and knowing why is most of the battle.

1. A percentage of your max heart rate

The simplest version estimates your max heart rate as 220 minus your age and calls 60 to 70% of it zone 2. That’s the chart Cleveland Clinic uses, and you can do it in your head. It isn’t universal, though. Another widely used five-zone model, common in cycling, puts zone 2 at about 72 to 82% of max, which tells you how loosely the term gets used.

The weak link is the max. Age formulas describe the average person your age. A better one, 208 − 0.7 × age, comes from a meta-analysis of 351 studies and 18,712 people (it’s usually called the Tanaka formula, after its first author), and it’s still a population line. In a Norwegian study of 3,320 healthy adults, age alone predicted max heart rate with a standard error of 10.8 beats a minute, and a US lab comparison of the common formulas found poor agreement with measured max for every one of them. For any one person, a formula max can easily be 10 or more beats too high or too low.

2. A percentage of your heart-rate reserve (the Karvonen method)

Heart-rate reserve is the gap between your resting and maximum heart rate. The Karvonen method takes a percentage of that gap and adds your resting heart rate back on:

Zone 2 = resting HR + (0.6 to 0.7) × (max HR − resting HR)

It’s built on two of your numbers instead of one, and there’s a physiological reason to like it. In a study of 63 adults, percentage of heart-rate reserve tracked percentage of oxygen-uptake reserve almost one for one, and oxygen-uptake reserve is a direct measure of how much of your aerobic range you’re using.

This is the method Cinder uses: five zones split at 60, 70, 80 and 90% of heart-rate reserve, so zone 2 is 60 to 70%. The inputs decide everything, so here’s where they come from. Resting heart rate is the average of your resting readings in Apple Health over the last 60 days (or your most recent reading, or 60 bpm if Health has none). Max heart rate starts as the Tanaka estimate, but only until your workouts say otherwise. Cinder raises it to the highest heart rate you’ve actually reached, using a high percentile of each workout’s readings so one glitchy spike can’t set it, or to the max implied by a long effort you’ve held. It assumes nobody sustains more than 85% of their reserve for 40 to 75 minutes, so averaging 160 bpm for a 50-minute run with a resting rate of 60 implies a max of at least 178. Settings shows the resting and max figures in use, and where the max came from.

3. Your first threshold, measured in a lab

The accurate way to find zone 2 is to measure it. A lab or sports-medicine clinic can find your first threshold with blood lactate samples or breathing-gas analysis during a step test, and your zone 2 heart rate sits just below it. The reason it matters is how much people differ. In a 2025 study of 50 trained cyclists, the first ventilatory threshold averaged 81% of max heart rate, give or take about 4 points, and the fixed percentages of max and fixed lactate values often used to set zone 2 varied widely from rider to rider. The authors point out that a 5% miss on a heart-rate target is roughly 10 beats a minute.

Most people won’t get tested, and that’s fine. Treat the threshold as the thing the other methods are all trying to estimate.

4. The talk test

No numbers needed. Mid-run, say a couple of sentences out loud, or recite something you know by heart. In a lab study that ran the talk test alongside gas analysis on a treadmill and a bike, the point where speech first became difficult was almost exactly the ventilatory threshold, and when talking wasn’t comfortable, people were consistently above it. A review in a cardiology journal found the test valid, reliable and consistent across walking, jogging and cycling, in athletes, healthy adults and people with heart disease.

So: if you can talk in full sentences comfortably, you’re in zone 2 or below. If talking starts to feel not quite comfortable, you’re at the top edge. If you’re down to a few words at a time, you’re above it, whatever colour the watch shows. On the 6-to-20 scale of perceived effort, the first threshold sits around 10 to 11.

What about Apple Watch heart rate zones?

The Workout app sets five zones for you. Apple describes them as a percentage of your maximum heart rate, calculated automatically from your Health data, and they only appear once your date of birth is in the Health app. Apple’s guide doesn’t give the exact percentages. You can override them: on the watch, open Settings, go to Workout > Heart Rate Zones, tap Manual, and enter lower and upper limits for zones 2, 3 and 4. The Watch app on your iPhone has the same setting under My Watch > Workout > Heart Rate Zones.

So the Workout app, a percentage-of-max chart and a reserve-based app can each show a different zone 2 for the same run. None of them is wrong on its own terms; they use different definitions. If you want your watch to match the reserve method, work out your numbers from the table below and enter them as the Workout app’s manual zone 2.

Zone 2 heart rate by age: four worked examples

Here’s what the two formulas give for four example runners, each with a stated resting heart rate. To compare like with like, both zone 2 columns start from the same estimated max (the Tanaka formula, rounded to a whole beat), so the only difference is the method. All figures are in beats per minute.

Age Resting Max Zone 2 by % of max Zone 2 by reserve
25 58 191 115–134 138–151
35 62 184 110–129 135–147
45 65 177 106–124 132–143
55 68 170 102–119 129–139

The arithmetic, once, for the 35-year-old:

  1. Estimated max: 208 − 0.7 × 35 = 183.5, rounded to 184.
  2. Heart-rate reserve: 184 − 62 = 122.
  3. Bottom of zone 2: 62 + 0.6 × 122 = 135.2, so about 135.
  4. Top of zone 2: 62 + 0.7 × 122 = 147.4, so about 147.
  5. For comparison, 60 to 70% of max is 0.6 × 184 = 110 up to 0.7 × 184 = 129.

The same “60 to 70%” gives two zones roughly 20 beats apart, because the reserve method adds your resting heart rate back on. Run at 147 bpm, the top of this runner’s reserve-based zone 2, and a percentage-of-max chart calls it zone 3 (70 to 80% of 184 is 129 to 147).

Now the caveat that matters more than any row in that table. Every number in it leans on a formula max, and a formula max is a population average that can be 10 or more beats off for you. If this 35-year-old’s real max is 194, their reserve-based zone 2 moves up to about 141 to 154. If it’s 174, the zone drops to about 129 to 140. A 10-beat error in max shifts the whole zone by 6 or 7 beats. That’s the reason to trust a max you’ve actually recorded over a formula, and to keep the talk test running alongside whatever number you use.

Which method should you use?

Our take: use heart-rate reserve if you know your resting heart rate, check it against the talk test in your first week, and when the two disagree, believe your breathing. If the number says zone 2 but you can’t finish a sentence, slow down. If you’re chatting easily and the number says zone 3, your estimated max may be too low, or it’s hot, or you’re late in a long run (more on drift in the plan notes). A lab test settles it if you want certainty.

The plan: who it’s for and how it works

The Base Building Run Block is, in the app’s own words, “an eight week block with no hard sessions at all”. Its description says it “suits someone between goals who wants steady, unhurried volume, or someone coming back after time off who would rather rebuild than race.” It’s labelled beginner because nothing in it is hard, but it isn’t a start-from-zero plan: week 1 has a 30-minute run and a 55-minute long run. If half an hour of easy running is still a stretch, build up to it first with a walk-run plan.

  • Every session is easy. The only speed in the plan is six 20-second strides at the end of one run, about two minutes of quick running a week.
  • Only the long run grows. It starts at 55 minutes, reaches 82½ in week 7, and steps back in weeks 4 and 8. The other runs stay at 30, 25 and 35 minutes, and the optional ride at 40, for all eight weeks.
  • Pick three, four or five days. With five, you get everything. With four, the optional Easy Spin drops out; with three, the strides go too. The long run always stays, always lands on your last training day, and is never the day after the strides.
  • No pace targets. Run each session by heart rate or the talk test. Your pace is whatever easy happens to be that day.
The plan at a glance

An 8-week zone 2 running plan

Three to five sessions a week, every one of them easy: four runs and an optional bike ride. One run ends with six 20-second strides, and the long run grows from 55 to 82½ minutes, with shorter weeks at 4 and 8.

Length
8 weeks
Days a week
3 to 5
Level
Beginner
Kit
Somewhere to run, Bike (optional)
  1. Easy Run Easy from start to finish. No pace target. 30 min
  2. Easy Run and Strides An easy run with six short accelerations at the end. 25 min + 6 × 20 s · about 33 min
  3. Second Easy Run The same again, a touch longer. 35 min
  4. Easy Spin A bike ride instead of a run. Different surface, same easy effort. 40 min
  5. Long Run The week's longest run, still entirely easy. 55 min
Your week

How the week lays out

3 days a week

  • Tue · Easy Run
  • Thu · Second Easy Run
  • Sat · Long Run

Easy Run and Strides and the Easy Spin drop out, and the app tells you so rather than squeezing them in.

4 days a week

  • Mon · Easy Run
  • Tue · Easy Run and Strides
  • Thu · Second Easy Run
  • Sat · Long Run

Only the optional Easy Spin drops out. These are the four days the app suggests when your calendar week starts on a Monday, but any four work.

5 days a week

  • Mon · Easy Run
  • Tue · Easy Run and Strides
  • Wed · Second Easy Run
  • Fri · Easy Spin
  • Sat · Long Run

The whole plan, as written. The strides and the long run are kept at least a day apart, and the long run takes your last day.

Session 1 of 5 · every week · about 30 min

Easy Run

Easy from start to finish. No pace target.

The plainest session in the plan, and the one to get right first. Thirty minutes at an effort that feels almost too easy, with no pace on the screen at all. If you finish feeling you could turn round and run it again, you got it right.

Use the first week’s runs to calibrate: glance at your heart rate every few minutes, do the talk test once or twice, and notice whether the two agree.

An empty paved path curving across a sunlit park lawn lined with trees, with houses at the far edge
A park path in Christchurch, New Zealand · Photo: Michal Klajban, CC BY-SA 4.0 (Resized)
  1. 30 min · Zone 2

    Running

    Nose-breathing easy

    Start slower than you think you need to and let the first ten minutes feel almost lazy. The note is a good brake: if you need your mouth to get enough air, ease off. It isn’t foolproof, though. In a lab study, nose-only breathing lowered breathing rate and blood lactate but didn’t stop people drifting above the intended easy intensity, so use the talk test as well.

    Swap A treadmill works just as well, and so does the talk test on one.

    Research: Rappelt et al., 2023, Reed & Pipe, 2014

Session 2 of 5 · when you have the day · about 33 min

Easy Run and Strides

An easy run with six short accelerations at the end.

The only session with any speed in it, and even that stays gentle. After 25 easy minutes you run six strides: short accelerations up to a quick, smooth pace, well short of a sprint, with a full recovery after each.

Six 20-second strides add up to two minutes of quick running, which is why the plan can include them and still have no hard sessions. Their job is to keep some quickness in your legs through eight weeks of easy running. On a three-day week this is the run that drops out.

An empty red all-weather running track with lanes 1, 2 and 3 numbered in white at the start line, curving away towards the bend
An empty all-weather track in Chiayi, Taiwan · Photo: Mk2010, CC BY-SA 4.0 (Resized)
  1. 25 min · Zone 2

    Running

    Easy

    Same effort as the Easy Run. Plan the route so it finishes on a flat, smooth stretch, or at a track, so the strides have somewhere to go.

    Swap On a treadmill, run the strides by raising the speed for 20 seconds and lowering it again to recover.

  2. 6 × 20 s · Rest 1 min · By feel

    Running

    Strides: quick but relaxed, full recovery between

    Build from a jog to quick over the first few seconds, hold it smooth and tall, then ease off before the 20 seconds are up. Relaxed hands and shoulders, quick light steps. Ignore heart rate here and run them by feel. If you’re still breathing hard when the minute is up, take longer: the note asks for full recovery.

    Swap No flat stretch? Run them up a gentle slope and walk back down to recover.

Session 3 of 5 · every week · about 35 min

Second Easy Run

The same again, a touch longer.

Thirty-five minutes at the same easy effort. In the week’s order it always comes after the strides, so if your legs can still feel them, take this one slower still.

If the route has hills, walk the steep parts when that’s what it takes to stay in zone 2. Nobody is timing you, and an easy day that turns hard on the first climb has stopped being an easy day.

  1. 35 min · Zone 2

    Running

    Easy

    Run it like the first easy run, five minutes longer. By now you’ll know whether heart rate or the talk test is the guide you trust more on a normal day.

    Swap A treadmill, a flat loop near home or a soft park trail all work.

Session 4 of 5 · optional · about 40 min

Easy Spin

A bike ride instead of a run. Different surface, same easy effort.

The plan’s one optional session: forty minutes on a bike instead of on your feet. It only appears on a five-day week, so it’s there for people who want a fifth session without a fifth run.

Don’t reuse your running numbers. Heart rate differs between cycling and running at both maximal and submaximal intensities, so a running zone 2 won’t map neatly onto the bike. The talk test works on a bike as well as on a treadmill, so ride by that.

A gravel bike leaning against desert scrub at the side of an empty dirt road, with sandstone buttes on the horizon
A quiet dirt road in Valley of the Gods, Utah · Photo: Alex Ennes, Bureau of Land Management, Public domain (Resized)
  1. 40 min · Easy, by talk test

    Cycling

    Flat and light. Spin rather than grind.

    Choose an easy gear and keep the pedals turning quickly and lightly. If you’re pushing hard on every stroke, shift down. A flat route makes it far easier to keep this easy.

    Swap An indoor or gym bike at light resistance does the same job.

    Research: Millet et al., 2009, Persinger et al., 2004

Session 5 of 5 · every week · about 55 min

Long Run

The week's longest run, still entirely easy.

The session the block is built around, and the only one that changes. It starts at 55 minutes and grows most weeks, to 82½ minutes in week 7, with two shorter weeks along the way (the exact minutes are in the week-by-week list below). It always goes on your last training day of the week.

Expect your heart rate to creep up in the second half even if your pace doesn’t change. That’s cardiac drift: a gradual rise in heart rate that starts after about 10 minutes of prolonged moderate exercise. If it pushes you past the top of zone 2, slow down or walk for a minute rather than pushing on. The whole run should feel easy, including the end.

  1. 55 min · Zone 2

    Running

    Easy the whole way

    Start at the bottom of your zone 2 so there’s room for drift later. On warm days, carry water: in a lab study of cyclists riding for two hours in the heat, heart rate rose more the more dehydrated they got.

    Swap No long, safe route? Run laps of a shorter loop from your front door, which also makes it easy to stop early if something hurts.

    Research: Wingo et al., 2012, Montain & Coyle, 1992

The 8 weeks

Week by week

  1. Week 1

    Find the rhythm. Long run around 55 minutes.

    Long run: 55 minutes, as written. Every other session stays the same length for all eight weeks: 30, 33 (25 plus strides), 35 and 40 minutes.

  2. Week 2

    A few minutes more.

    Long run: 60½ minutes (55 × 1.1).

  3. Week 3

    Longest week so far.

    Long run: 66 minutes (55 × 1.2).

  4. Week 4 · lighter

    Cutback week. Shorter long run.

    Long run: 46¾ minutes (55 × 0.85), call it 47. The week is short on purpose, so let it be.

  5. Week 5

    Back up, past week three.

    Long run: 71½ minutes (55 × 1.3).

  6. Week 6

    Steady growth.

    Long run: 77 minutes (55 × 1.4).

  7. Week 7

    Longest run of the block.

    Long run: 82½ minutes (55 × 1.5), the longest of the block.

  8. Week 8 · lighter

    Cutback week to close the block out.

    Long run: 49½ minutes (55 × 0.9).

Doing it well

How to run the plan

Before week 1: set your zone

Get a resting heart rate first. A watch will usually track it for you; otherwise, count your pulse for a full minute before you get up, on a few mornings, and average them. Then pick a method from the section above, write your zone 2 range down, and do the talk test on your first easy run to see whether the two agree. If you use the Apple Watch Workout app’s zones, you can enter the range as a manual zone 2.

When easy feels too slow

Expect the first week or two to feel slow, maybe embarrassingly slow. If your usual easy pace has been sitting near your threshold, which is where most people settle when left to choose, real zone 2 means backing off, and on hills or warm days it can mean walking. Walk the hills. Pace isn’t the target of this block; staying easy is.

Heat, drift and caffeine

Heart rate isn’t only about effort. On long runs it drifts upward, and in the heat the higher heart rate reflects a genuinely higher relative intensity, so slowing down to hold zone 2 on a hot day is the right call. Caffeine matters less than people think: a meta-analysis of 26 studies found that a typical pre-exercise dose (3 to 6 mg per kg of body weight) didn’t change heart rate during steady exercise, although it made the same effort feel a little easier. So coffee won’t move your zones, but it can make a pace feel easier than it is.

Medicines and heart conditions

Some medicines change heart rate directly. Beta blockers, for example, work by slowing your heartbeat, and they’re prescribed for anxiety and migraines as well as heart conditions. If you take one, or anything else that affects heart rate, formula-based zones won’t fit you: ask your doctor how hard you should be exercising and what to go by. If you have a heart condition, check with your doctor before starting a running plan. And if you get chest pain, unusual breathlessness, dizziness or palpitations while running, stop and get checked.

If you miss a run

Our advice: don’t stack it onto the next day. Skip it and carry on, because one missed easy run changes very little. If you miss most of a week, repeat that week rather than jumping ahead.

Our one optional tweak

Only the long run grows, so on a three-day week it becomes a big share of your running: 82½ of 147½ minutes in week 7, more than half. That’s fine if it still feels easy. If the long runs from week 5 on leave you flat for days, our suggestion (not part of Cinder’s plan) is to repeat week 6 instead of stepping up to week 7. Finishing a week later costs you nothing.

What zone 2 does, and what it doesn’t

Easy running earns its place because it lets you do a lot of training at a manageable cost. Elite endurance athletes organise their training around it: across studies, about 80% of their sessions are at low intensity, below a blood lactate of about 2 mmol/L, with most of the rest genuinely hard. The expert panel that defined zone 2 expected a broad range of adaptations from it, in the heart and in the muscles, while noting that those adaptations probably aren’t unique to zone 2 and could also come from sessions a little harder or easier.

Where the hype outruns the evidence is the claim that zone 2 is the best intensity for health or fat burning. In a 2025 review, Storoschuk, Moran-MacDonald, Gibala and Gurd went through the evidence on zone 2 and mitochondrial and fat-burning capacity, and concluded that it doesn’t support zone 2 as the optimal intensity for improving either. They trace the enthusiasm largely to observational data on elite athletes who do huge volumes of it, and argue that harder exercise matters for getting the most cardiometabolic benefit, especially when training time is limited.

So here’s the version without the hype. Zone 2 is a good way to do most of your running because it’s sustainable and repeatable. It isn’t a secret intensity, and if you only have a couple of hours a week, spending every minute of them in zone 2 isn’t obviously the best use of that time.

How much of your week should be easy?

Most of it. In a group of nationally competitive junior skiers tracked for 32 days, about 75% of endurance sessions were below the first threshold. Sub-elite runners followed over six months spent about 71% of their training time there, and the more easy time went with faster race times, though with eight runners that’s a hint rather than proof. A review of elite distance runners found they typically follow a pyramidal pattern: the most running below the first threshold, less between the thresholds, least above them.

For recreational runners, the exact split matters less than you’d expect. In a 10-week trial, runners doing about 77% of their training easy improved their 10K by 5.0%, against 3.6% for a group doing much more moderate running, and the difference wasn’t statistically significant. Across athletes more broadly, a 2024 meta-analysis of 17 studies found polarized training (mostly easy, some hard, little in between) slightly better for VO2 peak but no better for time-trial performance than other mixes.

Our reading: keep most of your running genuinely easy, add hard work in small deliberate doses, and don’t agonise over whether the split is 75 or 85%. This block sits at the far end, easy apart from two minutes of strides, on purpose: it builds the volume that harder training can sit on later. When you’re ready for the harder end, our guide to VO2 max by age covers it, and if you lift as well, the hybrid training plan shows how to fit running and strength into one week.

Zone 2 FAQ

What heart rate is zone 2?

It depends on your resting and maximum heart rate, and on which definition you use. With the heart-rate reserve method it’s your resting heart rate plus 60 to 70% of the gap between resting and max: about 135 to 147 bpm for a 35-year-old with a resting rate of 62 and an estimated max of 184. The table earlier in this post has three more examples.

Is zone 2 the fat-burning zone?

At low intensities your body gets more of its energy from fat, and less as blood lactate rises, which is where the label comes from. But that describes the fuel mix during the session, and the evidence doesn’t support zone 2 as the best intensity for improving your fat-burning capacity.

Why is my heart rate so high on easy runs?

The usual causes: the pace isn’t as easy as it feels, your estimated max is too low (so your zones are too), heat, drift late in a long run, or hills. Run the talk test. If you can talk comfortably, the effort is probably fine and the number is the problem; if you can’t, slow down.

Can I do zone 2 on a treadmill or a bike?

Yes. The talk test holds up on both. On a bike your heart rate won’t match your running numbers at the same effort, so ride by feel or set separate cycling zones.

How long until easy running pays off?

No one can honestly promise a timeline. In one study of recreational runners, all three groups improved their 5,000 m time whether their extra training was easy, hard or a mix, and the easy group had the most individual responders (13 of 16). Track your heart rate at a familiar pace on the same route in similar weather, and judge it over months rather than weeks.

Should I see a doctor before starting?

If you have a heart condition, take medicine that affects your heart rate, are pregnant, or haven’t exercised in a long time, check with your doctor first. The same goes for chest pain, dizziness or palpitations during exercise: stop, and get them checked before you carry on.

How we made this

The plan is Cinder's Base Building Run Block (plan id base-building-run), copied from WorkoutPlanCatalog.swift in the app's source. Session names, summaries, durations, rest, notes, priorities, spacing rules and week focus lines are verbatim, and we changed nothing in the plan. The one tweak in the practical notes is labelled as our suggestion. In the app the Easy Spin is filed as a run-type session; we list it as a ride because it's done on a bike, and we added the bike to the equipment list for the same reason.

The minutes come from running the app's own code rather than doing the sums by hand. We compiled Cinder's plan model, catalog and scheduler (WorkoutPlanModels.swift, WorkoutPlanCatalog.swift and WorkoutPlanScheduler.swift) with stand-ins for the app's colours and unit labels, and printed every week. Only the long run is marked to scale with progression, so scaled(by:) multiplies its 3,300 seconds by each week's volume scale (1, 1.1, 1.2, 0.85, 1.3, 1.4, 1.5 and 0.9). That gives 55, 60½, 66, 46¾, 71½, 77, 82½ and 49½ minutes, while every other session stays the same length all block.

Session lengths use Cinder's own estimatedMinutes formula: for each exercise, sets × (seconds of work + seconds of rest), summed and rounded to the nearest minute. That makes the strides session 25 minutes plus 6 × (20 + 60) seconds, or 33 minutes. The three example weeks are the scheduler's actual output for those days: with four days it drops the optional Easy Spin, with three it drops the Easy Spin and the strides, and each time it keeps the long run on the last day.

The heart-rate section follows HRZone.swift (zones at 60, 70, 80 and 90% of heart-rate reserve), HRRangeEstimator.swift (the Tanaka fallback, observed peaks and the sustained-effort floor) and PersonalHRModel.swift (the 60-day resting average from Apple Health). We computed the worked-example table and the 160 bpm example with those same functions.

Every study cited was read on PubMed, or in full on PubMed Central, in September 2026; where only an abstract was available, we kept our claims to what the abstract says. Apple's heart-rate zone details come from Apple's own Apple Watch User Guide, and the photos are from Wikimedia Commons, credited on this page. This is general training information, not medical advice.

References

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