Science-First Articles
Sports Science
Evidence Base
Every article is grounded in peer-reviewed research and linked to a relevant calculator — so you can apply the science to your own numbers immediately.
☕Health Science
Caffeine Half-Life: Exactly How Long Caffeine Stays in Your System
8 min read
Caffeine Half-Life Calculator
🌙Sleep Science
Sleep Cycles Per Night: How Many You Need and Why It Matters
9 min read
Sleep Cycle Calculator
🫁Performance Science
VO₂max by Age: Complete Chart, Norms, and What Your Score Means
10 min read
VO₂max Calculator
💊Sports Nutrition
Creatine Loading Protocol: Days, Doses, and the Science Behind It
8 min read
Creatine Loading Calculator
🚴Cycling Science
FTP Cycling: What Is a Good Score? (W/kg Chart by Ability Level)
9 min read
FTP Calculator
🏋️Strength Science
1RM Percentage Chart: How to Use Your One-Rep Max for Training
9 min read
1RM Calculator
🚴Cycling Science
1x vs 2x Drivetrain: The Engineering Mathematics Every Cyclist Should Understand
5 min read
Cycling Gear Ratio Calculator
⚡Athletic Performance
ACL Tears Are Largely Preventable. Most Teams Still Are Not Doing the 20 Minutes That Proves It.
5 min read
1RM Calculator
⚡Athletic Performance
Active Recovery at 35–40% VO₂max Clears Lactate Three Times Faster Than Rest. Here Is Why It Works.
5 min read
Recovery Need Estimator
⚡Athletic Performance
Elite Sprinters Almost Never Have Two Copies of the ACTN3 XX Genotype. Elite Endurance Athletes Almost Always Do. This Is Not Coincidence — It Is the Most Replicated Sports Genomics Finding in the Literature.
5 min read
For athletes calculating their maximum natural muscle potential from structural measurements — a evidence-based ceiling that doesn't require a genetic test:
🔬Sports Science
Why Your Caloric Deficit Stops Working After 8 Weeks — and It's Not a Willpower Problem
5 min read
If you want to calculate your current TDEE with activity-level breakdowns — and recalculate at intervals during a cut phase as body weight and training load change:
⚡Athletic Performance
The Autoimmune Protocol (AIP) Diet: What Athletes With Inflammatory Conditions Need to Know
5 min read
Paleo Diet Macros Calculator
⚡Athletic Performance
How Long After Drinking Is It Safe to Train? The Pharmacology Most Athletes Get Wrong.
5 min read
If you want to calculate an athlete's personal BAC elimination curve — including clearance timeline to zero BAC, rehydration window, and sleep quality impact by drink count and body weight:
⚡Athletic Performance
Two Drinks After Training Aren't Just Empty Calories — They're Actively Sabotaging Your Tendons
5 min read
Empty Calories from Alcohol Calculator
⚡Athletic Performance
Alcohol Has 7 Calories Per Gram. That's Not Even the Worst Part for Body Composition.
5 min read
If you want to calculate the exact caloric load and ethanol content from your weekly drinking pattern — and see how it maps against your fat loss deficit:
⚡Athletic Performance
The Physiology of "Just a Few Drinks" — What's Actually Happening to Your Recovery
5 min read
If you want to understand how quickly your body metabolises alcohol based on weight, sex, drink count, and time — and when you'll be fully cleared:
⚡Athletic Performance
Same Drink, 30% Higher BAC: The Physiology Behind Why Female Athletes Eliminate Alcohol Differently
5 min read
Alcohol Metabolism Calculator
🚴Cycling Science
Why Your Cycling Calorie Calculator Lies at Altitude — And What to Do About It
5 min read
Cycling Calorie Calculator
⚡Athletic Performance
Altitude Training Masks Don't Simulate Altitude. Here's What They Actually Do.
5 min read
VO2max Calculator
⚡Athletic Performance
Why Elite Runners Spend 4 Weeks at 2,400m Before Major Races — The Physiology of Altitude Adaptation
5 min read
If you want to calculate recovery readiness scores after an altitude camp — where accumulated training stress and acclimatisation demand are significantly higher than sea-level training:
⚡Athletic Performance
Why Fit Athletes Collapse Above 3,000m (And How to Prevent It)
5 min read
Outdoor Safety Risk Calculator
⚡Athletic Performance
Android vs Gynoid Fat: Why Where You Store Fat Matters More Than How Much You Have
5 min read
Body Fat Percentage Calculator
⚡Athletic Performance
Vitamin C Is the Most Important Supplement for Tendon Health. But You Are Probably Taking It at Completely the Wrong Time — and the Difference Is Not Trivial.
5 min read
For athletes calculating the daily collagen dose and timing protocol for joint and tendon repair — separating the cofactor role of vitamin C from its adaptation-blunting antioxidant effect:
⚡Athletic Performance
The Light in Your Phone is Delaying Your Sleep by 90 Minutes. That's Your Recovery Window Gone.
5 min read
Melatonin Timing Calculator
⚡Athletic Performance
The Adaptogen That Actually Has RCT Evidence: KSM-66 Ashwagandha and What It Does to Athletes
5 min read
Recovery Need Estimator
⚡Athletic Performance
Most Elite Athletes Retire Financially Unprepared. The Problem Starts With How Sports Treats Peak Earning Years.
5 min read
The same compound growth mathematics that governs training adaptation applies to long-term financial accumulation — and the athlete's compressed earning window makes starting earlier disproportionately more valuable.
⚡Athletic Performance
The Athlete's Heart: Why Your Enlarged Cardiac Chambers Are a Feature, Not a Bug
5 min read
Heart Rate Zone Calculator
⚡Athletic Performance
Your BCAA Supplement Is Missing 6 Essential Amino Acids — and That Gap Costs You Muscle
5 min read
Protein Intake Calculator
⚡Athletic Performance
Exercise Is the Most Potent Legal Stimulus for Brain Growth That Exists. The Mechanism Is Specific.
5 min read
For athletes tracking VO₂max and aerobic fitness levels as a quantifiable target for the exercise dose range associated with sustained BDNF-mediated cognitive benefits:
⚡Athletic Performance
The Plant Alkaloid With Metformin-Like Effects — What Athletes Need to Know
5 min read
Keto Macro Calculator
⚡Athletic Performance
Why Your Muscles Fail at High Intensity — And the Amino Acid That Delays It.
5 min read
If you coach athletes in middle-distance running, rowing, or cycling events where the 1–10 minute glycolytic window determines performance:
⚡Athletic Performance
Before the Alarm Clock Existed, Humans Slept in Two Phases — And Athletes Might Benefit From Knowing Why
5 min read
Sleep Cycle Calculator
💪Strength & Muscle
Building Muscle at 20% of Your 1RM: The Physiology Behind Blood Flow Restriction Training.
5 min read
For athletes and coaches needing to set accurate BFR working loads based on 20–40% of true 1RM:
⚡Athletic Performance
The Equation You're Using to Calculate Calorie Needs Is Wrong for 20% of People — By Design
5 min read
If you want to build structured daily meal distributions from an empirically-calibrated calorie target — adjusting as body weight response reveals your true metabolic rate:
🏥Health Science
Your Body Composition Reading Is Only as Accurate as the Method You Trust — Here's the Error Each One Carries
5 min read
If you want a field-based body fat estimate using circumference measurements — with error range context and the conditions under which the estimate is most accurate:
⚡Athletic Performance
Why Body Fat Percentage Is a More Useful Health Marker Than BMI — and How to Measure It Without Expensive Equipment
5 min read
If you want to calculate your body fat percentage using the US Navy circumference method — with body fat category classification and an estimate of your fat-free mass:
🚴Cycling Science
Masters Athletes Have Lower Fracture Risk Than Sedentary Peers — Unless They're Doing the Wrong Sports.
5 min read
For masters athletes assessing their seasonal vitamin D status and sun exposure requirements — a key input in the calcium absorption and bone mineral density equation:
⚡Athletic Performance
The Forgotten Mineral That Lowers SHBG and Raises Free Testosterone
5 min read
Vitamin D Calculator
⚡Athletic Performance
The Pre-Milk Supplement That High-Load Athletes Should Know About
5 min read
Protein Intake Calculator
⚡Athletic Performance
Your Autonomic Nervous System Has a Resonance Frequency. Training It Changes Your Heart Rate Variability More Than Most Supplements.
5 min read
Heart Rate Zone Calculator
⚡Athletic Performance
Caffeinated Energy Gels Work Best in the Second Half of a Race — But Most Athletes Use Them Earliest. The Adenosine Science Behind Why Timing Is Everything.
5 min read
For athletes building a timed gel schedule with strategic placement of caffeinated vs non-caffeinated gels across a race:
⚡Athletic Performance
Coffee Before Training Will Dehydrate You — Except It Won't
5 min read
Caffeine Half-Life Calculator
🏥Health Science
The Maths of Four Coffees: Why Caffeine Accumulates More Than You Think
5 min read
Caffeine Half-Life Calculator
🏥Health Science
The 200mg Caffeine Limit in Pregnancy Is Evidence-Based. The Reasoning Behind It Is More Important Than the Number.
5 min read
Caffeine Metabolism Tracker
⚡Athletic Performance
The '6 Hours Before Bed' Caffeine Rule Understates the Problem for Half the Population.
5 min read
For athletes and coaches calculating optimal sleep timing and wake windows based on sleep cycle completion:
⚡Athletic Performance
Your Pre-Workout Caffeine Isn't Just Waking You Up — It's Reprogramming Your Nervous System
5 min read
Caffeine Pre-Workout Calculator
⚡Athletic Performance
Your Pre-Workout Caffeine Isn't Working — And the Reason Is More Interesting Than Tolerance
5 min read
If you want to calculate your optimal caffeine dose based on bodyweight, habitual intake, event duration, and timing — including a cycling protocol to preserve the ergogenic effect:
⚡Athletic Performance
You've Been Using Caffeine Wrong Before Your A-Race — The Sensitivity Reset Protocol
5 min read
Caffeine Metabolism Tracker
🚴Cycling Science
Eating the Same Macros Every Day Is Leaving Performance Gains and Fat Loss on the Table Simultaneously.
5 min read
For athletes calculating precise macro targets on low-carbohydrate rest days within a carb cycling protocol — where a near-keto macro split optimises fat oxidation and insulin sensitivity:
⚡Athletic Performance
Carbohydrate Loading Is Not Just 'Eating More Pasta'. The Protocol That Actually Maximises Race-Day Glycogen.
5 min read
For athletes building a carbohydrate-loading meal plan across the 48-hour pre-race window — distributing 9–12g/kg carbohydrate across 5–6 meals at a custom high-carb macro split:
⚡Athletic Performance
The Shoe That Changed Marathon Times Overnight — And What Actually Makes It Work
5 min read
Running Pace Calculator
⚡Athletic Performance
Your Muscles Weren't the First to Fail at Hour 3. Your Brain Made That Decision First.
5 min read
Macro Meal Generator
⚡Athletic Performance
CGM for Non-Diabetic Athletes: What Your Postprandial Glucose Is Actually Telling You
5 min read
Macro Meal Generator
⚡Athletic Performance
Chews vs Gels vs Liquid Carbohydrate: Which Fuelling Format Wins on Race Day?
5 min read
Energy Gel Calculator
⚡Athletic Performance
Plant-Based Athletes Optimising Omega-3 Through Chia Are Getting a Worse Deal Than They Think
5 min read
Protein Intake for Muscle Gain
🥗Sports Nutrition
Exercise Is Medicine — But Only When the Nutritional Context Supports It
5 min read
If you want to generate a personalised nutrition protocol for a specific chronic condition — including type 2 diabetes, cardiovascular disease, hypertension, or metabolic syndrome — with macronutrient targets adjusted for activity level and bodyweight:
⚡Athletic Performance
Morning People and Evening People Are Not Just Personality Types. They Have Measurably Different Hormonal Environments at 6am vs 6pm — and Most Athletes Are Training at the Wrong One.
5 min read
For athletes calibrating heart rate training zones — accounting for the time-of-day confounding that shifts max HR and zone thresholds between morning and afternoon testing:
⚡Athletic Performance
It's Not Just When You Eat — It's When Your Circadian Clock Expects You To
5 min read
Intermittent Fasting Window Calculator
⚡Athletic Performance
Cluster Sets: The Intraset Rest Trick That Lets You Lift Heavier for Longer
5 min read
1RM Calculator
⚡Athletic Performance
Coeliac Disease in Athletes: The Silent Deficiency That's Wrecking Performance
5 min read
Chronic Disease Nutrition Guide
🚴Cycling Science
Your Watts Tell You What. Your Power Profile Tells You Who.
5 min read
FTP Calculator
⚡Athletic Performance
Adults Have Brown Fat. Cold Exposure Activates It. Here Is What That Actually Does to Body Composition.
5 min read
Body Fat Percentage Calculator
⚡Athletic Performance
Cold Water Immersion Recovers You Faster. It Also Blunts Hypertrophy. Here's When Each Outcome Matters.
5 min read
For coaches quantifying training stress and deciding when recovery intervention vs adaptation protection should take priority:
⚡Athletic Performance
Winter Training Doesn't Just Feel Harder. The Cold Is Actively Working Against Your Physiology.
5 min read
Outdoor Safety Risk Calculator
⚡Athletic Performance
Collagen Has a DIAAS Score of Zero. Here's Why Serious Athletes Should Still Take It.
5 min read
Collagen Dosage for Joints
⚡Athletic Performance
The One Supplement Protocol Most Athletes Have Never Heard Of — With Solid Evidence Behind It
4 min read
If you want to calculate your personalised collagen dosing based on bodyweight, injury history, and training load — including timing guidance for the pre-exercise protocol:
🚴Cycling Science
You're Riding the Wrong Chainring — Why Most Sportive Cyclists Should Drop to Compact
5 min read
Cycling Gear Ratio Calculator
🚴Cycling Science
The 1% Principle in Elite Sport: Why Consistent Marginal Gains Beat Annual Training Overhauls
5 min read
The same mathematics that governs compound interest in investing governs training adaptation accumulation — consistent marginal gains compound non-linearly, and reversal events cost disproportionately.
⚡Athletic Performance
Compression Tights: Legitimate Recovery Tool or Expensive Placebo?
5 min read
Recovery Need Estimator
⚡Athletic Performance
If You're Lifting and Running in the Same Session, Molecular Biology Explains Why One Adaptation Is Undermining the Other — and What Session Ordering Can Do About It.
5 min read
For athletes planning nutrient timing across concurrent training days — calculating meal composition to optimally bridge endurance and resistance sessions and attenuate the AMPK interference window:
🔬Sports Science
The Strongest People in the World Train Two Qualities at Once. Here's Why Conjugate Periodisation Defies Everything You Were Taught About Programming.
5 min read
Wilks Score Calculator
⚡Athletic Performance
Your Ferritin Came Back Low. You Started Iron Supplements. Three Months Later — Still Low.
5 min read
Iron Needs Calculator
⚡Athletic Performance
The Hormonal Spike That Happens Every Morning — And Why It Matters for Athletes Who Train Early
5 min read
Sleep Cycle Calculator
🚴Cycling Science
Every Road Bike Ships With the Wrong Crank Length for Most Riders
5 min read
Cycling Gear Ratio Calculator
⚡Athletic Performance
Creatine Is Not Just for Young Athletes Building Muscle. Its Most Compelling Evidence Is in Adults Over 55.
5 min read
For masters athletes and coaches modelling creatine loading versus gradual saturation protocols for sarcopenia prevention — including bodyweight-adjusted dosing and PCr saturation timelines:
⚡Athletic Performance
Most Athletes Use Creatine for Muscle. The Neuroscience Says the Brain Benefits May Be More Significant.
5 min read
If you want to calculate an evidence-based creatine loading and maintenance protocol by body mass — covering both muscle performance and cognitive resilience outcomes:
⚡Athletic Performance
Creatine Was Always a Women's Supplement — Science Just Forgot to Say So
5 min read
Creatine Loading Calculator
⚡Athletic Performance
Getting 5 Grams of Creatine from Food Requires 1.1 Kilograms of Raw Beef. This Is Why Vegetarians Have Lower Baseline Muscle Phosphocreatine — and Why Their Response to Supplementation Is Consistently Larger.
5 min read
For athletes calculating the creatine loading protocol — and determining whether a loading or maintenance-only approach is appropriate based on their dietary baseline and body weight:
🥗Sports Nutrition
Kre-Alkalyn, Creatine Ethyl Ester, and Buffered Creatine: Why the Marketing Ignores the Science
5 min read
Creatine Loading Calculator
⚡Athletic Performance
Most Athletes Load Creatine for Strength. The Thermoregulation Benefit Is Almost Never Discussed.
5 min read
Creatine Loading Calculator
⚡Athletic Performance
Contact Sport Athletes Are Missing One of the Cheapest Neuroprotection Strategies in Sports Science.
5 min read
Creatine Loading Calculator
⚡Athletic Performance
Your Turmeric Latte is Doing Almost Nothing. Here's Why Curcumin Delivery Form Changes Everything.
5 min read
Collagen Dosage for Joints
⚡Athletic Performance
Cyclical Keto for Hybrid Athletes: Getting Fat Adaptation Without Sacrificing High-Intensity Power
5 min read
Keto Macro Calculator
🚴Cycling Science
You Can Save More Watts by Tucking Your Elbows Than by Buying Aero Wheels. The Physics Proves It.
5 min read
Cycling Calorie Calculator
🚴Cycling Science
Most Cyclists Are Fuelling Their Rides Completely Wrong — Here's the Calculation That Changes Everything
5 min read
If you want to calculate your actual calorie expenditure for a specific ride based on power output, rider weight, elevation, and drafting conditions:
🚴Cycling Science
Most Cyclists Under-Fuel Long Training Rides by 40–60%. The Bonk That Follows Is Not a Sign of Low Fitness. It Is a Predictable Consequence of a Calculable Fuelling Deficit.
5 min read
For cyclists calculating gel requirements and a timed fuelling schedule for long training rides and events — ensuring carbohydrate intake matches expenditure rate before the glycogen depletion threshold is crossed:
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