Articles
186 articles on strength, endurance, nutrition and body composition, with 954 citations between them. Every number traces to a named study, and every caveat is dated.
Pillar guides 44
The long references: a whole subject, its studies and its limits
- Endurance Training: The Evidence-Based Levers
Endurance training, ranked by evidence: intensity distribution, easy-day pace, VO2 max, and the taper, each linked to its deep dive on the science.
11-minute read, 6 sources
- Body Composition: The Four Lenses
Body composition through four lenses: BMI, FFMI, measured body fat, and energy balance. What each metric answers, where it fails, and the deep dives.
10-minute read, 5 sources
- How to Build Muscle: The Evidence-Based Levers
Build muscle by ranking the five levers the research supports: volume, proximity to failure, load, frequency, and protein, each linked to its deep dive.
10-minute read, 7 sources
- Training to Failure vs Reps in Reserve: What Works
Training to failure vs reps in reserve, reviewed: Robinson 2024 recasts the binary debate as a continuous proximity curve where size and strength diverge.
11-minute read, 6 sources
- VO2 Max and Longevity: The 122,000-Patient Mortality Study
VO2 max sits at the center of the 2026 longevity debate: what the 122,007-patient Mandsager 2018 mortality study found, and why fitness has no ceiling.
12-minute read, 5 sources
- GLP-1 Muscle Loss: Keep Lean Mass with Lifting and Protein
GLP-1 weight loss costs lean mass: 25-39% of the total. How lifting 2-3x weekly and 1.2-1.6 g/kg protein hold muscle, and where the magnitude is debated.
11-minute read, 8 sources
- Light vs Heavy Weights for Muscle Growth: The Evidence
Light vs heavy load for muscle growth: the Schoenfeld 2017 meta, Morton 2016, and Lasevicius 2018 show similar hypertrophy to failure, load wins 1RM.
11-minute read, 6 sources
- Body Recomposition for Lifters: The Calorie Math
Body recomposition is real for specific populations under specific conditions. The four conditions, protein math scaled to LBM, 12-week example.
13-minute read, 8 sources
- Evidence-Based Hypertrophy & Powerlifting Programming 2026
Evidence-based hypertrophy and powerlifting programming for 2026: 10-20 hard sets per muscle weekly, train each twice, load 30-85% near failure, periodize.
14-minute read, 8 sources
- Zone 2 Training: What the Literature Says
Zone 2 training is work below LT1 (~65-75% HRmax), the easy base of Seiler 80/20. What the literature shows on dose-response, how to find it, and the limits.
13-minute read, 7 sources
- DOTS vs Wilks vs GL Points: Which Score to Use
DOTS vs Wilks vs IPF-GL powerlifting scores compared: same bodyweight polynomial, but DOTS (2019) and GL (2020) replaced 1994 Wilks. Which to quote.
11-minute read, 6 sources
- Protein for Muscle Gain: 1.6 g/kg (Morton 2018)
Morton 2018 placed the protein plateau at 1.6 g/kg with a 95% CI upper bound near 2.2 g/kg (49 studies, n=1,863). Cutting raises it to 2.3-3.1 g/kg lean.
12-minute read, 7 sources
- VO2 Max Field Tests: Which Derivation to Trust
VO2 max field tests compared: Cooper, Rockport, Bruce, Astrand, and the 12-min run — accuracy, population validity, and which derivation to trust.
11-minute read, 7 sources
- Riegel Formula Exponent 1.06 (Original 1981 Paper)
Riegel formula exponent 1.06 from the original 1981 American Scientist paper: T2 = T1 x (D2/D1)^1.06. Accurate for 5k-21k; raise to 1.10-1.15 for marathons.
10-minute read, 5 sources
- TDEE Formulas Compared: Mifflin vs Harris vs Katch
TDEE formulas compared: Mifflin-St Jeor, Harris-Benedict, Katch-McArdle, WHO/FAO. Population, error bands, and when each estimator is appropriate.
11-minute read, 6 sources
- FFMI 25 Natural Limit: The Kouri 1995 Study, Reappraised
FFMI 25 as the natural muscular limit: what Kouri's 1995 sample of 157 lifters actually measured, and what the 2020 drug-tested reappraisal changed.
11-minute read, 5 sources
- Bod Pod vs DEXA vs Calipers: Body Fat Accuracy
Bod Pod runs about +/-2-3% body-fat error, DEXA +/-1-2%, calipers +/-3-4%. Compare accuracy, cost, and cadence to pick a body composition method for athletes.
11-minute read, 6 sources
- Maximum Natural FFMI: The Confounders That Bend the Limit
Maximum natural FFMI is a soft limit, not a wall: Kouri 1995 put naturals near 25, but glycogen, height over 195 cm, and contest-day bias bend the number.
12-minute read, 6 sources
- Zone 2 Training Methods and Limits: Lactate, HR, Talk Test
Zone 2 training methods and limits: lactate meter, Karvonen 60-70% HRR, and the talk test, and where each method's error band blurs the LT1 boundary.
13-minute read, 8 sources
- RPE Programming: Why the Math Beats the Coach
When RPE prescription dominates fixed %1RM, when it doesn't, and how to calibrate the scale so the math actually works for an intermediate lifter.
13-minute read, 8 sources
- Heart-Rate Zones: Methods Compared
Heart-rate zone methods compared: Karvonen, %HRmax, %HRR, lactate threshold — accuracy by training age, error bands, and which one for which goal.
11-minute read, 7 sources
- Race-Time Prediction: VDOT vs Riegel Failure Modes
Race-time prediction failure modes: where VDOT, Riegel, and Cameron break — distance regimes, training-status assumptions, and prediction-error bands.
13-minute read, 6 sources
- Block vs DUP Periodization: The Hypertrophy Math
Block periodization concentrates a stimulus. DUP rotates it. The math behind which produces more hypertrophy at a given fatigue cost.
11-minute read, 6 sources
- Sleep Debt vs Training Stress: The Interaction
Sleep debt and training stress compound nonlinearly. The TRIMP-adjusted recovery model and what 5 hours of sleep does to next-day output.
10-minute read, 6 sources
- Heat Acclimatization: Sodium and Plasma Volume
Heat acclimatization shifts plasma volume up 10-12% in 10-14 days. The sodium math that supports the adaptation and the workouts that drive it.
10-minute read, 6 sources
- Pre-Fatigue Training: When the Math Says It Helps
Pre-fatigue protocols (light isolation before compound) work for some populations. The literature on when they help vs when they reduce total volume.
10-minute read, 6 sources
- Carb Periodization for Hybrid Athletes
Hybrid athletes need different carbs on lift days vs run days. The g/kg math, fueling-window logic, and mode-by-mode periodization.
11-minute read, 6 sources
- Powerlifting Peaking Math
Powerlifting peaking compared: Smolov, Sheiko, and Texas Method — volume curves, recovery demands, and the meet-prep windows each handles best.
12-minute read, 7 sources
- Aggressive Bulk vs Lean Bulk: The Math (Garthe RCT)
Aggressive bulk vs lean bulk, run through the Garthe RCT: a 600-cal surplus added 1.7 kg lean and 1.1 kg fat in 12 weeks vs 1.2 kg lean, zero fat.
11-minute read, 6 sources
- 4 Week Mini Cut: The Math That Resets Body Fat Between Bulks
4 week mini cut math: a 20-25% deficit drops ~1.0-1.5% bodyweight weekly, resetting 3-4 points of body fat between bulks. Macros, training, refeed.
10-minute read, 5 sources
- Recovery Math: How HRV, Sleep, and RPE Predict
Recovery math: HRV, sleep, and session-RPE as predictors of next-day readiness. What the literature actually shows and what the consumer apps over-claim.
11-minute read, 7 sources
- Marathon Taper: Reduce Volume 41-60%, Keep Intensity
Marathon taper: cut volume 41-60% over two weeks, keep intensity, trim frequency 10-20% (Bosquet/Mujika 2007). The pooled performance gain was +1.96%.
11-minute read, 7 sources
- Velocity-Based Training: 1RM From Bar Speed
A load-velocity profile estimates your 1RM from sub-maximal bar speed, no max attempt needed. How the math works, the research, and a worked example.
13-minute read, 12 sources
- Concurrent Training Interference Effect on Hypertrophy
Concurrent training interference on hypertrophy was -0.35 in Wilson 2012 but shrank to -0.11 in the Schumann 2022 meta-analysis; lower-body 1RM showed none.
12-minute read, 11 sources
- Detraining: Endurance Declines Faster Than Strength
Detraining endurance declines faster than strength: VO2 max drops ~7% per week early (Coyle 1984); 1RM holds 2-3 weeks, then 7-10% per week (Andersen 2005).
12-minute read, 10 sources
- Why You Stalled at a 1.5x Bodyweight Squat
Why your squat stalled at 1.5x bodyweight — and the four programming, recovery, and technique levers most lifters should pull before adding volume.
12-minute read, 8 sources
- Female Athlete Physiology: Where Formulas Fail
Female-athlete physiology: where standard fitness formulas (TDEE, body-comp, 1RM) under- or over-predict, and the corrections backed by current literature.
13-minute read, 14 sources
- Polarized vs Threshold Training: 2026 Evidence Review
Polarized vs threshold training compared: the Seiler 80/20 model, Stoggl 2014 and Filipas 2021 on what wins for VO2 max and when threshold work pays off.
13-minute read, 12 sources
- Hybrid Athlete Macro Splits
Hybrid athlete macros: the split between strength and endurance days, periodised carbs around hard sessions, and protein scaling for two-stress training.
11-minute read, 10 sources
- Junk Volume in Hypertrophy
Junk volume in hypertrophy: how to read your training log for the sets that aren't producing growth, scoped to the 10-20 sets/week meta-window.
12-minute read, 9 sources
- Marathon Pace and Elevation Adjustments
Marathon pace and elevation: a validated correction for total climb / descent — Strava grade-adjusted pace, Naismith's rule, where they break.
12-minute read, 9 sources
- Travel and Jet Lag for Athletes: The Recovery Math
Travel and jet lag for athletes: the time-zone math, melatonin and light exposure timing, and how performance decay tracks with hours misaligned.
11-minute read, 11 sources
- The 2026 Wearable & AI-Coaching Accuracy vs Value Index
The 2026 wearable accuracy vs value index: which Garmin, Oura, WHOOP, Apple Watch and Eight Sleep metrics are validated, and at what price. Sourced.
16-minute read, 14 sources
- TDEE Maintenance Calorie Reference: Age and Activity Level 2026
TDEE maintenance calories by Mifflin-St Jeor: age 20–60, five activity levels. Male 80 kg/178 cm and female 65 kg/165 cm reference grids, engine-computed at build time.
9-minute read, 5 sources
Guides 51
One question each, answered with sourced numbers
- How to Build Muscle as a Beginner
Building muscle as a beginner: the first-12-month volume / intensity / nutrition prescription — what the meta-analyses agree on for new lifters.
8-minute read, 5 sources
- How to Break a Weight-Loss Plateau
Breaking a weight-loss plateau: adaptive thermogenesis math, refeed protocols, training-volume changes, and the four leverage points before changing tools.
8-minute read, 5 sources
- TDEE for Athletes: Why Formulas Understate You
TDEE for athletes: why standard equations under-predict for hybrid and endurance training. Activity-factor adjustments and exercise-energy add-ons.
7-minute read, 5 sources
- How to Train for a 5k
A ten-week plan built around polarised training, aerobic base work, and a weekly VO2 max session — with pacing pulled from Riegel.
8-minute read, 5 sources
- How to Plan a Deload Week
Deload week planning: when to take one (set/rep stagnation, RPE drift, sleep markers), how to scale volume vs intensity, and what to monitor on return.
7-minute read, 4 sources
- How to Structure a Powerlifting Meet Day
Powerlifting meet structure: opener / second / third attempt selection math, warm-up timing, equipment rules, and the day-of decisions that win meets.
8-minute read, 4 sources
- How to Eat Enough Protein
Eating enough protein: the daily target by training goal, leucine threshold per meal, distribution across the day, and plant-based bioavailability adjustments.
7-minute read, 5 sources
- How to Count Macros
Counting macros: protein, carbs, and fat targets by training goal, meal-by-meal practical splits, and the tracking-app pitfalls that bias intake low.
7-minute read, 4 sources
- How to Estimate a 1RM Without Testing for One
Estimate a 1RM without testing: Epley, Brzycki, Lombardi, O'Conner, Wathan, and Mayhew — error bands, rep-range fit, and safety.
7-minute read, 4 sources
- How to Use RPE for Training
The 1–10 RPE scale, reps-in-reserve framing, and how to anchor percentages to a moving 1RM instead of a stale one.
7-minute read, 4 sources
- How to Use Heart Rate Zones
Heart-rate zones: which method (Karvonen, %HRmax, lactate threshold) for which goal, and how to set zone boundaries when you don't have a lab test.
7-minute read, 5 sources
- How to Improve VO2 Max
VO2 max improvement: the four interventions with the largest meta-analytic effect — interval volume, threshold work, training age, and altitude exposure.
7-minute read, 5 sources
- How to Improve Sleep for Recovery
Improve sleep for recovery: stage architecture, evening blue-light load, caffeine half-life, sleep-restriction, and what actually moves HRV the next day.
7-minute read, 5 sources
- How to Measure Body Fat at Home
Measure body fat at home: skinfold calipers, bioelectrical impedance, Navy method, and DEXA reality-check — accuracy, error bands, and method choice.
7-minute read, 4 sources
- How to Run a Mini Cut
Run a mini-cut: the 4-6 week deficit window, weekly weight-loss target, training-volume scaling, and re-feed criteria to avoid muscle loss.
7-minute read, 4 sources
- Mobility Assessment: How to Test and Improve It
What mobility tests like sit-and-reach and the Functional Movement Screen actually measure, plus the stretching dose-response and a 6-week ROM protocol.
10-minute read, 6 sources
- 20-Week Recomp: 84kg/24% to Target 18% Body Fat
Body recomp plan for an 84 kg male at 24% body fat, 20-week target 18%: 338 kcal/day deficit, 0.31 kg/week pace, 6.15 kg fat to lose, 140 g protein.
7-minute read, 3 sources
- Calorie Deficit: 85 kg to 75 kg in 20 Weeks at 2200 TDEE
Calorie deficit 550 kcal/day: eat 1650 kcal for an 85 kg adult at 2200 TDEE. Loss pace 0.5 kg/week, 25% deficit, 77000 kcal total cut over 20 weeks.
6-minute read, 3 sources
- Concurrent Training Interference: 4 Lifts, 35km Running, 1 Rest Day
Concurrent training interference from 4 lifts + 35 km running: strength -16.3%, hypertrophy -21.5%, power -31.5%, plus the split rule that fixes it.
7-minute read, 3 sources
- Creatine Loading vs Maintenance for an 82kg Lifter
Creatine loading 24.6 g/day for 7 days then 3 g/day maintenance for an 82 kg lifter. 262 g per month, hydration baseline 2.87 L, math and trade-off.
6-minute read, 3 sources
- Cycling FTP Zones: 250W at 75kg, 3.33 W/kg Walkthrough
Cycling power zones for a 250W FTP / 75kg rider: 3.33 W/kg trained category, Z2 endurance 140-188W, Z4 threshold 228-263W, Z5 VO2max 265-300W.
7-minute read, 3 sources
- Detraining Decay: 4 Weeks Off for a 3-Year Trained Lifter
Detraining math: 150 kg 1RM after 4 weeks off for a 3-year trained lifter loses 2.9% to 145.7 kg. Retraining 2 weeks to peak, the decay curve, and gaps.
7-minute read, 3 sources
- DOTS, Wilks, GL: An 83kg/510kg Male Lifter Scored Three Ways
DOTS 344.3, Wilks 340.7, IPF GL 70.6 for an 83 kg raw male lifter with a 510 kg total. The classification splits, why DOTS replaced Wilks, and what shifts.
7-minute read, 3 sources
- Female Athlete Formula Suite: A 30-Year-Old in Regular Cycle
Female athlete formulas for 65 kg, 168 cm, 24% body fat, regular cycle. The luteal-versus-follicular caloric drift and where male equations fail.
7-minute read, 4 sources
- FFMI for the Intermediate Female Lifter: A 60kg/165cm/22% Walkthrough
FFMI for a 60kg, 165cm, 22% body-fat female intermediate lifter: adjusted 18.10 walkthrough, percentile context, and why the Kouri 25 cap was male-only.
7-minute read, 3 sources
- HRV Deload Trigger: A 7-Day Decline from Baseline 56 to Mean 50
HRV trend 55, 57, 52, 48, 46, 47, 45 against baseline 56 (SD 4.2). Rolling deviation -10.7%, five days below SWC, deload recommendation: yes. The math.
7-minute read, 3 sources
- Hybrid Training Plan: 30km Running, 70/20/10 Intensity, Three Lifts
Hybrid training math for 30 km/week running (70% easy, 20% tempo, 10% interval) plus three lifts. Session map, recovery debt, realistic goal window.
7-minute read, 3 sources
- 16:8 Intermittent Fasting Starting at Noon: A Realistic Schedule
Intermittent 16:8 with a noon first meal: the eating window, training-window timing, and where protein distribution math creates a real problem.
6-minute read, 4 sources
- Junk Volume Detector: A 3-Week Stalling Squat Log
Junk volume read of a 3-week squat log progressing from 100 to 103 kg: 0% junk sets, all 9 sets effective. Volume load delta drops from 2.5% to 0.5%.
7-minute read, 3 sources
- Macro Cycling for an 80kg Male Recomp at 2500 kcal TDEE
Macro cycling for an 80 kg male recomp: 2600 kcal training days, 2200 kcal rest. Protein 131 g flat, carbs 239-375 g, fats 64-80 g counter-cycle.
7-minute read, 3 sources
- Marathon Pace on a Net-Downhill Course: A Boston-Style Walkthrough
Marathon pace math for a Boston-style profile: 145m gain, 290m loss, 200-minute target. The 4:44/km flat-equivalent split and where the model breaks.
7-minute read, 3 sources
- Meet-Day Attempt Selection for a 300kg-Total Lifter at Moderate Confidence
Meet-day attempt math for 140 squat, 100 bench, 180 deadlift at moderate confidence. The opener spread, third-attempt risk, and day-of revision rule.
7-minute read, 3 sources
- Muscle Gain Potential: A 178cm Narrow-Frame Male Case
Muscle gain ceiling 80.3 kg for a 178 cm, 17.5 wrist / 22 ankle male. 16.3 kg remaining, 79.7% of potential reached, ~3 years to ceiling. Casey Butt math.
7-minute read, 3 sources
- From a 40-Minute 10K to a Half Marathon: A Riegel Walkthrough
Forty-minute 10K via Riegel predicts 1:28:15 for the half marathon and 3:04:00 for the marathon. The 1.06 exponent, where it holds, where it lies.
6-minute read, 3 sources
- Marathon Taper from 90 km Peak: A 2-Week Volume Reduction Plan
Marathon taper from 90 km peak volume: week minus 2 holds 90 km (40.5 km long), week minus 1 drops 60% to 36 km. Intensity 90%, frequency cut 20%.
6-minute read, 3 sources
- Bench Press RPE 8 for 5 Reps: The Percentage Walkthrough
Bench press RPE 8 for 5 reps maps to 81.1% of 1RM on the RTS table. For a 140 kg bench 1RM that is 113.5 kg. The math and the velocity cross-check.
6-minute read, 3 sources
- 3:15 Marathon Pace: Daniels VDOT Training Zones
3:15 marathon pace from Daniels VDOT 48.7 (4:37/km): Easy 5:25, Marathon 4:45, Threshold 4:26, Interval 4:00, with a 12-week build and race times.
7-minute read, 3 sources
- Smolov Base Cycle for a 150 kg Squat: 4-Week Walkthrough
Smolov Base mesocycle for a 150 kg squat: weekly volume 136 reps, 4 sessions per week, weights from 105 kg to 135 kg. Week-by-week loading and the cap.
8-minute read, 3 sources
- Where a 140kg Squat Puts an 80kg Male in the Strength Distribution
Engine output for an 80kg male squatting 140kg single. The percentile rank, the StrengthLevel dataset context, and where age curves take over.
6-minute read, 4 sources
- Marathon Sweat Rate: 70kg Runner, 2% Body Mass Loss in Warm Conditions
Marathon sweat rate 0.57 L/h, total loss 2.3 L over a 4-hour temperate race. Body mass loss 2.1%, 460 ml/h fluid plan, 529 mg/h sodium target.
7-minute read, 3 sources
- 1500m Freestyle in 30 Minutes: Pace and SWOLF Walkthrough
1500m freestyle in 30:00 means 2:00/100m, 1:49.7/100yd, SWOLF 50, Tempo effort. The pace breakdown, stroke efficiency, and follow-on training plan.
6-minute read, 3 sources
- TDEE for a Sedentary Office Worker vs a Warehouse Picker
TDEE gap for two 32-year-old 80kg/180cm men: same BMR 1770, different activity multipliers, and the roughly 700 kcal occupational difference.
7-minute read, 3 sources
- Velocity-Based 1RM: 180 kg Squat at 0.50 m/s in Practice
Velocity-based 1RM math: 180 kg squat at 0.50 m/s estimates 233.2 kg (95% CI 221.5-244.8). The strength-speed zone read and where bar speed lies.
7-minute read, 3 sources
- Cooper 12-Minute Test: 2400m for a 30-Year-Old Male
Cooper test 2400 m in 12 min for a 30-year-old, 75 kg male: VO2max 42.4 ml/kg/min, classification Good. The formula, calibration, and protocol notes.
6-minute read, 3 sources
- Wendler 5/3/1 at TM 90%: A Cycle Walkthrough for a 420kg Total Lifter
Wendler 5/3/1 at 90% training max: squat 140, bench 100, deadlift 180, OHP 60. Week 1 to deload weights, AMRAP targets, and progression logic.
8-minute read, 3 sources
- Zone 2 Heart Rate for a 30-Year-Old, RHR 50: Four Methods Compared
Zone 2 HR for a 30-year-old endurance athlete with resting heart rate 50 bpm: Karvonen 134-148, Maffetone 140-150, percentage 114-133, lactate 125-141.
7-minute read, 3 sources
- Is MyFitnessPal's TDEE Accurate in 2026?
MyFitnessPal's TDEE in 2026 isn't a true TDEE: it returns a Mifflin-St Jeor goal, accurate within 10% for 70-82% of people. What that means for you.
7-minute read, 5 sources
- Best Macro Tracking Apps 2026: MacroFactor vs Cronometer vs MyFitnessPal
Best macro tracking apps 2026: MacroFactor vs Cronometer vs MyFitnessPal on price, database accuracy, and adaptive TDEE, with studies cited.
8-minute read, 7 sources
- Garmin vs COROS vs Polar Running Watch 2026: Marathon Pick
Garmin vs COROS vs Polar running watch 2026 for marathon and half training: verified battery, GPS accuracy, training metrics, and price compared.
8-minute read, 7 sources
- Smart Scale Body-Fat Accuracy 2026: Withings vs Renpho vs Eufy
Smart scale body-fat accuracy 2026: Withings vs Renpho vs Eufy, and how close BIA really gets to DEXA, with peer-reviewed validation studies cited.
8-minute read, 6 sources
- Whoop vs Oura vs Garmin 2026: HRV & Recovery Accuracy
Whoop vs Oura vs Garmin 2026: HRV, recovery, and sleep tracking accuracy compared against ECG and polysomnography in independent peer-reviewed studies.
9-minute read, 6 sources
Gear and app comparisons 83
Watches, rings, scales and apps, tested against the research
- Oura Ring 5 vs WHOOP 5.0 vs Galaxy Ring 2026: Compared
Oura Ring 5 vs WHOOP 5.0 vs Galaxy Ring in 2026: verified prices. Oura tracks sleep best, WHOOP coaches recovery, Galaxy Ring skips the subscription.
8-minute read, 7 sources
- Strava + Runna Bundle vs TrainingPeaks (2026)
Strava + Runna bundle ($149.99/yr) vs TrainingPeaks Premium ($134.99/yr) in 2026: adaptive run coaching plus Claude AI versus structured-plan load tracking.
7-minute read, 7 sources
- BMI vs FFMI vs Body Fat: A 178cm/80kg Male Through Three Lenses
Run BMI, FFMI, and Navy body-fat on the same 178cm/80kg male. Where the BMI overweight flag clashes with FFMI 22, and what to actually believe.
7-minute read, 4 sources
- DOTS vs Strength Standards: Two Lenses for the Same Lifter
DOTS vs strength-standards engines for an 80kg/120-squat/80-bench/140-deadlift lifter. Where the two answers disagree and the reason behind the gap.
7-minute read, 4 sources
- 5/3/1 vs Smolov vs Sheiko: Which Plan Fits a Real Intermediate
Run 5/3/1, Smolov base, and Sheiko #29 on a 140kg-squat intermediate. The volume curves, the recovery cost, and the right call by training age.
8-minute read, 4 sources
- Heart-Rate Zones vs Zone 2 Tools: Two Maps of the Same Effort
Heart-rate five-zone vs dedicated Z2 engines for a 30/55bpm athlete. The percentage-of-MHR versus Karvonen split, the Maffetone line, the real Z2.
7-minute read, 4 sources
- Ideal Weight vs BMI vs FFMI for a 178cm Male: Three Failure Modes
Ideal weight, BMI, and FFMI engines give three target weights for the same 178cm male. Where Devine breaks, where BMI breaks, where FFMI replaces both.
7-minute read, 4 sources
- LBM, FFMI, and Body Fat: A Decision Tree for Body Composition
Run LBM, FFMI, and Navy body-fat for an 80kg male. Which output to anchor during a recomp, which during a bulk, and where measurement error wins out.
7-minute read, 4 sources
- Protein Intake vs Macro Calculators: Three Engines, One Lifter
Run protein-intake, macro, and macro-cycling tools on the same 80kg active lifter. The 1.6 g/kg ISSN floor, the bulk vs cut adjustment, the agreements.
7-minute read, 4 sources
- Riegel vs VDOT: Half-Marathon Time From a 40-Minute 10K
Project a half-marathon from a 40-flat 10K with Riegel and Daniels VDOT side by side. The 90-second spread, the lactate-threshold assumption, the truth.
7-minute read, 4 sources
- Running Pace vs Marathon Pace-Elevation: Flat vs Hilly Targets
Run pace tools head-to-head for a 4:00 marathon target. The flat-pace baseline, the Boston-profile delta, and the workout-pace adjustment that holds.
7-minute read, 4 sources
- Sleep Debt, HRV, and Sleep Calculator: Cross-Checking Recovery Signals
Same week, three engines: sleep debt, HRV trend, sleep-calculator wake time. Where the signals agree, where they conflict, and which one to trust.
8-minute read, 4 sources
- TDEE vs BMR vs Calories Burned: Which Number Drives Your Plan
Run TDEE, BMR, and an activity-specific calories-burned figure for the same 78kg male. Which output anchors a cut, a bulk, and which is a distraction.
7-minute read, 4 sources
- VO2 Max Field Tests Compared: Cooper, Rockport, and Step Test
Same 30-year-old male through three field VO2 estimates. The Cooper run, the Rockport walk, and the YMCA step test side by side with the same person.
8-minute read, 4 sources
- Walking, Treadmill, and Activity Engines: Where 300 kcal Hides
Run the walking, treadmill, and generic calories-burned engines for a 45-minute session at 75kg. The MET assumptions, the incline math, the agreement.
7-minute read, 4 sources
- Amazfit vs Garmin 2026: Accuracy, Battery and Value Compared
Amazfit vs Garmin in 2026: verified prices, GPS and heart-rate accuracy, battery life and subscriptions, and where cheaper Amazfit closes the gap.
7-minute read, 5 sources
- Best Running App 2026: Runna vs Nike vs Garmin Coach
Best running app 2026: Runna is $119.99/yr for the adaptive AI coach, Nike Run Club is free, and Garmin Coach is free for Garmin owners. Verified prices.
7-minute read, 4 sources
- Best Fitness Trackers 2026: Garmin, Whoop, Oura, Apple, Fitbit
Best fitness trackers 2026: Garmin needs no subscription, Whoop and Oura lead recovery, Apple Watch and Fitbit cover mainstream. Verified prices.
8-minute read, 6 sources
- Best Workout & Training Apps 2026: Hevy, Fitbod, RP, TrainerRoad
Best workout apps 2026: Hevy is the cheapest logger, Fitbod generates workouts, RP runs volume periodization. Verified pricing and the right pick.
8-minute read, 6 sources
- Best Free TDEE & Calorie Calculators 2026: Honest vs the Apps
Best free TDEE and calorie calculators 2026: free Mifflin-St Jeor tools beat app upsells. How they work and an honest take vs MyFitnessPal.
7-minute read, 5 sources
- Best Smart Scales 2026: Renpho, Eufy, Withings Compared
Best smart scales 2026: all share the same bioimpedance body-fat method, so price and app decide it. Renpho, Eufy P3, Withings, verified facts.
8-minute read, 6 sources
- Best Sleep Trackers 2026: Oura, Whoop, Eight Sleep Compared
Best sleep trackers 2026: Oura Ring 4 leads sleep-first rings, Whoop folds it into recovery, Eight Sleep acts on the data. Verified prices and limits.
8-minute read, 6 sources
- Best Heart Rate Monitors 2026: Chest Straps vs Armbands
Best heart rate monitors 2026: Polar H10 leads chest straps, Garmin HRM-Pro Plus for Garmin owners, Verity Sense for armbands. Verified prices.
8-minute read, 6 sources
- Best Cycling Computers 2026: Garmin Edge vs Wahoo ELEMNT
Best cycling computers 2026: the mid-tier Garmin Edge 840 or Wahoo ROAM v3 wins for most riders. Verified prices, battery and which tier to buy.
8-minute read, 6 sources
- Best Free 1RM & Strength Calculators 2026: Honest Guide
Best free 1RM and strength calculators 2026: estimate your max, score a total with DOTS, and rank your strength. How they work and where they break.
8-minute read, 5 sources
- Chest Strap vs Optical Heart Rate Accuracy 2026: The Gap
Chest strap vs optical heart rate accuracy in 2026: ECG straps track within 1-2 bpm; optical lags by 5-15 bpm at high intensity. Verified studies.
7-minute read, 5 sources
- Optical Wrist vs Chest Strap HR: What Studies Show 2026
Optical wrist heart rate vs a chest strap: what the validation studies show in 2026. Accuracy holds at steady effort and degrades during intervals.
8-minute read, 6 sources
- Which Sleep-Stage Metrics Are Validated 2026
Which wearable sleep-stage metrics are validated in 2026: sleep-versus-wake is reliable, deep and REM staging is not. The polysomnography evidence.
8-minute read, 5 sources
- Recovery & Readiness Scores: What the Evidence Says 2026
Recovery and readiness scores in 2026: HRV and resting heart rate inputs are validated, but the WHOOP, Oura and Garmin composite scores are not.
8-minute read, 5 sources
- Garmin Edge 540 vs 840 2026: What the $100 Touchscreen Buys
Garmin Edge 540 vs 840 in 2026: same GNSS, battery and metrics; the $100 gap is the touchscreen and map storage. Verified specs and which to buy.
7-minute read, 4 sources
- DEXA vs Smart Scale Body Fat Accuracy 2026: How Far Off
DEXA vs smart scale body fat accuracy in 2026: scales underestimate fat mass by 2.2 to 4.4 kg vs DEXA. Verified studies and how to use a scale right.
7-minute read, 4 sources
- Fitbit vs Apple Watch 2026: Price, Subscription and Features
Fitbit vs Apple Watch in 2026: verified prices, the new Google Health Premium subscription, free tracking tiers and which to buy on iPhone versus Android.
7-minute read, 5 sources
- Garmin Connect vs intervals.icu 2026: Free Training Analysis
Garmin Connect vs intervals.icu in 2026: intervals.icu gives the free CTL/ATL/Form chart; Garmin recovery metrics are free, Connect+ adds AI on top.
7-minute read, 4 sources
- Garmin vs Apple Watch for Running 2026: GPS, Battery, Cost
Garmin Forerunner 970 vs Apple Watch Ultra 3 for running in 2026: Garmin wins GPS battery (21h vs 14h), both dual-frequency. Verified specs and prices.
7-minute read, 4 sources
- Garmin vs COROS 2026: Battery, GPS and Subscription Compared
Garmin vs COROS in 2026: the COROS PACE 4 runs 41h GPS with dual-band, the Forerunner 165 leans on Garmin's ecosystem, and Connect+ stays optional.
8-minute read, 6 sources
- Hevy vs Strong vs Fitbod 2026: Pricing and Features Compared
Hevy vs Strong vs Fitbod in 2026: verified prices and free tiers. Hevy and Strong are loggers, Fitbod generates workouts. Which gym app to pick.
7-minute read, 5 sources
- InBody vs DEXA Accuracy 2026: Which Body-Comp Scan to Trust
InBody vs DEXA accuracy in 2026: DEXA is the reference method; InBody is precise but offset with wide limits of agreement. Verified studies and cost.
7-minute read, 5 sources
- Lose It vs MyFitnessPal vs Lifesum 2026: Best Calorie App
Lose It vs MyFitnessPal vs Lifesum in 2026: Lose It is the cheapest Premium, MyFitnessPal gates the barcode scanner. Verified prices and free tiers.
7-minute read, 4 sources
- MyFitnessPal vs Cronometer 2026: Micronutrients, Accuracy, Cost
MyFitnessPal vs Cronometer 2026: lab-analysed micronutrient data (84 nutrients free) vs crowd-sourced breadth, with verified Gold pricing and free-tier limits.
6-minute read, 4 sources
- MyFitnessPal vs MacroFactor 2026: Adaptive TDEE, Accuracy, Cost
MyFitnessPal vs MacroFactor in 2026: adaptive weight-trend TDEE vs static formula, verified pricing ($71.99 vs €79.99/yr), and the 3-year cost math compared.
7-minute read, 4 sources
- Oura Ring vs Apple Watch Sleep Tracking 2026
Oura Ring vs Apple Watch sleep tracking in 2026: Oura wins stage accuracy (75-91% vs PSG) and battery; Apple Watch is free. Verified studies and pricing.
7-minute read, 5 sources
- Pixel Watch vs Apple Watch 2026: Price, Fitness and Pairing
Pixel Watch vs Apple Watch in 2026: verified prices, Google Health subscription facts, battery life and the Android-versus-iPhone pairing that decides it.
6-minute read, 5 sources
- Polar vs Garmin Heart Rate Accuracy 2026: H10 vs HRM-Pro Plus
Polar vs Garmin heart-rate accuracy in 2026: peer-reviewed validation puts the H10 and HRM-Pro chest straps near-ECG, while wrist optical drifts under load.
8-minute read, 6 sources
- RENPHO vs eufy Smart Scale 2026: Best Budget Body-Fat Scale
RENPHO vs eufy smart scale in 2026: eufy discontinued its US scale line, RENPHO Elis is current. Verified specs, prices, and BIA accuracy reality.
7-minute read, 5 sources
- RP Hypertrophy App vs Fitbod 2026: Which Strength App
RP Hypertrophy App vs Fitbod in 2026: RP is $299.99/yr volume-landmark periodization; Fitbod is $95.99/yr recovery-modeled AI workouts. Which fits you.
7-minute read, 4 sources
- Runna Pricing 2026 vs Free Garmin Coach: Plans Compared
Runna pricing 2026 is $19.99/mo or $119.99/yr with a 7-day trial vs free Garmin Coach. Distances, strength and mobility, and watch support compared.
7-minute read, 4 sources
- Skinfold Calipers vs BIA Scale vs DEXA: Accuracy 2026
Skinfold caliper vs BIA scale vs DEXA accuracy in 2026: DEXA ~1-2%, skinfolds ~3.5%, and why smart scales underestimate body fat. Backed by validation studies.
7-minute read, 5 sources
- Strava vs TrainingPeaks 2026: Prices & Plans Compared
Strava vs TrainingPeaks 2026: Strava costs $11.99/mo or $79.99/yr; TrainingPeaks Premium is $19.95/mo or $134.99/yr, and the PMC is a Premium feature.
7-minute read, 6 sources
- Garmin Forerunner 570 vs 265 vs Coros Pace Pro 2026
Garmin Forerunner 570 vs 265 vs Coros Pace Pro in 2026: verified price, battery, maps, and GPS. The $349 Pace Pro adds offline maps the Garmins skip.
7-minute read, 7 sources
- Ultrahuman Ring vs Oura Ring 2026: Subscription and Accuracy
Ultrahuman Ring vs Oura Ring in 2026: the Ring Air is a one-time $349 with no subscription; Oura adds a membership. Multi-year cost math and validation data.
7-minute read, 5 sources
- Whoop vs Garmin for Recovery 2026: Do You Need Both?
Whoop vs Garmin for recovery in 2026: Garmin's Body Battery and HRV Status are free with the device; Whoop is €199/yr+. Verified pricing and score differences.
7-minute read, 5 sources
- Whoop vs Oura Ring: Two-Way Head-to-Head 2026
Whoop vs Oura Ring head-to-head: Oura edges HRV and sleep accuracy, Whoop wins continuous strain. Verified pricing and full 3-year cost of ownership.
7-minute read, 5 sources
- Renpho vs Withings Smart Scale 2026: Which to Buy
Renpho vs Withings smart scales: RENPHO Elis is budget Bluetooth, Withings Body Smart is $129.95 Wi-Fi, and both body-fat readings are BIA estimates.
7-minute read, 5 sources
- Whoop vs Oura vs Garmin: Cost & Subscriptions 2026
Whoop 5.0 vs Oura Ring 4 vs Garmin in 2026: Whoop from EUR 199/yr, Oura $349 plus $5.99/mo, Garmin free. Verified prices, battery, and sensors compared.
7-minute read, 6 sources
- TrainerRoad vs Zwift vs Wahoo SYSTM 2026: Price and Focus
TrainerRoad vs Zwift vs Wahoo SYSTM in 2026: verified subscription prices and focus. Wahoo SYSTM is cheapest; TrainerRoad coaches, Zwift motivates.
7-minute read, 5 sources
- Strava vs Garmin Connect vs Intervals.icu 2026
Strava vs Garmin Connect vs Intervals.icu 2026: Strava paywalls its analysis behind a subscription; Garmin Connect and intervals.icu keep core analysis free.
7-minute read, 4 sources
- Eight Sleep Pod vs Sleep Number 2026: Cost and Subscription
Eight Sleep Pod vs Sleep Number in 2026: verified prices and the subscription gap. Eight Sleep needs a membership; Sleep Number tracking is free.
7-minute read, 4 sources
- Wahoo ELEMNT vs Garmin Edge 2026: Bike Computers Compared
Wahoo ELEMNT vs Garmin Edge in 2026: verified bike-computer prices, battery, and GPS. Wahoo is simpler; Garmin packs the deepest feature set.
7-minute read, 5 sources
- MacroFactor vs Cronometer 2026: Adaptive TDEE vs Micros
MacroFactor vs Cronometer in 2026: verified prices and free tiers. MacroFactor has adaptive TDEE coaching; Cronometer tracks micronutrients deeper.
6-minute read, 4 sources
- Garmin Forerunner 970 vs COROS PACE 4 2026: Battery, Maps
Garmin Forerunner 970 vs COROS PACE 4 in 2026: verified price, battery, and maps. The PACE 4 wins value and battery; the 970 adds maps and ECG.
8-minute read, 5 sources
- Apple Watch Ultra 3 vs Garmin Forerunner 970 2026
Apple Watch Ultra 3 vs Garmin Forerunner 970 in 2026: verified price and battery. Ultra 3 is iPhone-only with apps; the 970 runs weeks and Android.
8-minute read, 5 sources
- Apple Watch Ultra 3 vs Garmin Fenix 8 2026: Battery, Price
Apple Watch Ultra 3 vs Garmin fenix 8 in 2026: verified price and battery. Ultra 3 is cheaper and iPhone-only; the fenix 8 lasts weeks and dives.
8-minute read, 5 sources
- Garmin Forerunner 970 vs 965 2026: ECG, Battery, Price
Garmin Forerunner 970 vs 965 in 2026: verified price, battery, and ECG. The 970 adds ECG and a flashlight; the 965 lasts longer for $250 less.
7-minute read, 5 sources
- COROS PACE Pro vs Garmin Forerunner 265 2026: Maps, Battery
COROS PACE Pro vs Garmin Forerunner 265 in 2026: verified price, maps, and battery. The PACE Pro adds offline maps for $100 less; FR265 streams music.
7-minute read, 5 sources
- COROS PACE 4 vs Garmin Forerunner 165 2026: GPS, Battery
COROS PACE 4 vs Garmin Forerunner 165 in 2026: verified price, GPS, and battery. At $249 the PACE 4 has dual-band GPS and double the battery.
7-minute read, 5 sources
- Ultrahuman Ring PRO vs Oura Ring 4 2026: Subscription, Battery
Ultrahuman Ring PRO vs Oura Ring 4 in 2026: verified price and battery. The Ring PRO drops the subscription and lasts 15 days; Oura has the validation.
7-minute read, 5 sources
- WHOOP 5 vs Garmin CIRQA 2026: What We Actually Know
WHOOP 5 vs Garmin CIRQA in 2026: WHOOP is verified and subscription-only; the CIRQA is unannounced, so its price and specs are leaks, not confirmed.
7-minute read, 5 sources
- Is WHOOP Accurate in 2026? What the Studies Show
Is WHOOP accurate in 2026? Peer-reviewed studies say yes for resting and overnight HR and HRV, but wrist sensors lag a chest strap during intervals.
7-minute read, 4 sources
- Is the Oura Ring Accurate in 2026? What the Studies Show
Is the Oura Ring accurate in 2026? Peer-reviewed studies rate it among the best for sleep and overnight HRV, but it is not a workout heart-rate device.
7-minute read, 4 sources
- Are Smart Scales Accurate in 2026? Weight vs Body Fat
Are smart scales accurate in 2026? Studies show they are reliable for weight but inaccurate for body-fat percentage versus DEXA. Read the trend.
6-minute read, 3 sources
- Best Running Watches 2026: Picks by Tier and Budget
Best running watches 2026: the COROS PACE 4 wins value at $249, with picks for maps, the Garmin ecosystem, and the flagship Forerunner 970.
8-minute read, 6 sources
- Best Smart Rings 2026: Oura vs Ultrahuman and the Picks
Best smart rings 2026: the Oura Ring 4 wins overall on validated sleep data; the Ultrahuman Ring PRO is the best subscription-free pick.
7-minute read, 5 sources
- Best Recovery Trackers 2026: WHOOP vs Oura vs Garmin
Best recovery trackers 2026: WHOOP for daily coaching, the Oura Ring 4 for validated sleep and HRV, or a Garmin watch for recovery with no subscription.
7-minute read, 5 sources
- Garmin Edge 1050 vs 540 2026: Touchscreen, Battery, Price
Garmin Edge 1050 vs 540 in 2026: verified price, battery, and display. The 540 wins value and battery; the 1050 adds a big touchscreen and speaker.
7-minute read, 4 sources
- WHOOP 5 vs Ultrahuman Ring PRO 2026: Cost, Battery
WHOOP 5 vs Ultrahuman Ring PRO in 2026: verified price, battery, and accuracy. WHOOP wins coaching; the Ring PRO is subscription-free at $479.
7-minute read, 5 sources
- Polar H10 vs Garmin HRM 600 2026: Accuracy, Features
Polar H10 vs Garmin HRM 600 in 2026: verified price and features. Both are ECG straps; the H10 is cheaper, the HRM 600 adds running dynamics.
7-minute read, 4 sources
- Garmin fenix 8 vs Enduro 3 2026: Battery, Price, Specs
Garmin fenix 8 vs Enduro 3 in 2026: verified price, battery, and features. The Enduro 3 wins battery and price; the fenix 8 adds AMOLED and dive.
7-minute read, 4 sources
- COROS APEX 4 vs Garmin fenix 8 2026
COROS APEX 4 vs Garmin fenix 8 in 2026: verified price, battery, and display. The APEX 4 costs far less and lasts longer; the fenix 8 adds AMOLED and dive.
8-minute read, 6 sources
- Zwift vs MyWhoosh 2026: Free vs Paid Indoor Cycling
Zwift vs MyWhoosh in 2026: verified pricing and features. Zwift wins community and racing depth; MyWhoosh is a capable free indoor-cycling app.
7-minute read, 4 sources
- Eight Sleep Pod 5 vs Oura Ring 4 2026: Sleep Compared
Eight Sleep Pod 5 vs Oura Ring 4 in 2026: verified prices. The Pod 5 changes your sleep with temperature; the Oura Ring 4 measures it best.
7-minute read, 4 sources
- Is Apple Watch Calorie Count Accurate? (2026 Evidence)
Is the Apple Watch calorie count accurate in 2026? The best wrist estimator in named research, but still off ~27%; read it as a trend, not truth.
7-minute read, 3 sources
- Is Garmin Calorie Count Accurate? (2026 Evidence)
Is Garmin's calorie count accurate in 2026? A named validation found ~19% error and overestimation; trust it as a trend, not a measurement.
7-minute read, 3 sources
- Best Chest Strap Heart Rate Monitors 2026: Top Picks
Best chest strap heart rate monitors 2026: the Polar H10 wins overall, the Garmin HRM 600 for runners, the Wahoo TRACKR for a rechargeable battery.
7-minute read, 4 sources
Method and analysis 8
How the formulas compare, and where they break
- How Many Sets Per Week for Hypertrophy? Dose-Response 2026
How many sets per week build muscle? The 2026 Pelland meta-regression maps the hypertrophy dose-response curve and turns it into weekly set targets.
9-minute read, 4 sources
- Deload Protocols: When the Math Says Stop and When It Says Tweak
Deload protocols in the literature: fatigue-driven vs periodised, where Wendler's TM math meets Helms's autoregulation, and the empirical cost.
8-minute read, 4 sources
- Epley, Brzycki, Lombardi, Lander: A Methodology Deep-Dive on 1RM Math
Epley, Brzycki, Lombardi, and Lander 1RM formulas: where each comes from, how the constants were chosen, and where they break above eight reps.
8-minute read, 4 sources
- Mifflin, Harris-Benedict, Cunningham: Resting Metabolism Methodology
Mifflin, Harris-Benedict, and Cunningham RMR equations: how each was derived, who the calibration cohort was, and the 5% Harris-Benedict overestimate.
8-minute read, 4 sources
- The Minetti Curve: Why Downhill Running Is Cheap Then Brutal
How Minetti's 2002 J Appl Physiol paper defines energy cost across grades, where the eccentric load tax dominates, and the practical pacing rule.
8-minute read, 4 sources
- Polarized, Pyramidal, and Threshold Training: The Distribution Argument
The 80/20 polarized model versus pyramidal and threshold distributions. Seiler 2010, Stoggl Sperlich 2014, and where Casado pyramidal data lands.
8-minute read, 4 sources
- Schoenfeld Volume Meta-Analyses and the Junk-Set Question
Schoenfeld 2017 dose-response meta and 2019 high-volume trial: what each showed, where junk sets begin, and the diminishing-returns slope for trained men.
9-minute read, 4 sources
- Wilks to IPF-GL to DOTS: The Coefficient Evolution Story
Why the IPF dropped Wilks in 2019, what the GL fit corrected, and why DOTS-style scoring is now the OpenPowerlifting default for raw lifters.
8-minute read, 4 sources