THE SCIENCE

HOW GRAIN MEASURES AND INTERPRETS YOUR BODY
01

What is HRV?

Heart Rate Variability measures the variation in time between consecutive heartbeats. Unlike heart rate, which might be 60 BPM, HRV looks at the millisecond differences between each beat. Higher HRV generally indicates your nervous system is balanced and adaptable — a sign of good recovery and readiness to train. Lower HRV suggests your body is under stress — from training, poor sleep, illness, or life stress — and may need more recovery time.
02

Why It Matters for Athletes

Your autonomic nervous system has two branches: • Sympathetic ("fight or flight") — activated during training and stress • Parasympathetic ("rest and digest") — dominant during recovery HRV reflects parasympathetic activity. When you're well-recovered, your heart can vary its rhythm flexibly. When you're fatigued or stressed, this variability decreases. By tracking HRV each morning, you can see how your body is responding to training before symptoms like fatigue or decreased performance appear.
03

Why Chest Strap?

Grain prioritizes chest strap measurements because they capture the electrical signal directly — the same method used in clinical ECGs. Wrist-based devices (like Apple Watch) use optical sensors that estimate heart rhythm from blood flow. While useful for general heart rate, they're less accurate for the precise beat-to-beat timing HRV requires. Research shows chest straps achieve 99%+ accuracy compared to ECG, while wrist devices can vary by 10-20% for HRV metrics.
04

The RMSSD Metric

Grain uses RMSSD (Root Mean Square of Successive Differences) — the gold standard for morning readiness assessment. It works by measuring the difference between each heartbeat and the next, squaring those differences, averaging them, and taking the square root. We then convert to lnRMSSD (natural log) because it's more normally distributed and better for detecting meaningful changes in your data.
05

Your Personal Baseline

HRV is highly individual. An RMSSD of 40ms might be excellent for one person and below average for another. That's why Grain compares your daily readings to YOUR baseline — a rolling 7-day average of your own measurements. The first 14 days are a calibration period where Grain learns your personal patterns. After that, it can reliably detect when you're above or below your norm.
06

Smallest Worthwhile Change

Not every fluctuation in HRV is meaningful. Day-to-day variation is normal. Grain calculates your SWC (Smallest Worthwhile Change) — the threshold above which a change is likely real, not just noise. • Within SWC: Normal variation — train as planned • Above SWC: Elevated recovery — good day for intensity • Below SWC: Suppressed — consider easier session
07

Readiness Score (0-100)

Your daily score combines multiple factors: • HRV (40%) — Primary recovery indicator • Sleep (30%) — Duration and quality • Training Load (20%) — Recent vs. chronic workload • How You Feel (10%) — Subjective state Each component is scored relative to optimal ranges and your personal baselines, then combined into a single actionable number.
Readiness Score Breakdown
HRV
40%
Sleep
30%
Training Load
20%
Feel
10%
08

Three-Zone Training Model

Grain uses a simplified three-zone system inspired by the Morpheus training approach: Recovery Zone — Active restoration and base aerobic development. Low stress on nervous system. Use when HRV is below baseline. Conditioning Zone — Aerobic base building and tempo work. Moderate stress that most athletes can handle daily when well-recovered. Overload Zone — High-intensity intervals, threshold work, and VO2 sessions. High nervous system cost. Reserve for when HRV indicates full recovery. Your daily readiness score determines the maximum zone recommended, preventing accumulated fatigue and overreaching.
Zone Diagram
Recovery
Green
Conditioning
Amber
Overload
Red
09

Putting It Into Practice

Measure each morning, before coffee, in a consistent position (lying or seated). • 75-100 (Green): Overload Zone allowed — High intensity OK • 50-74 (Yellow): Conditioning Zone max — Moderate intensity • Below 50 (Red): Recovery Zone only — Active rest Trends matter more than single readings. A gradual decline over several days is more significant than one low score.
10

Research References

Research References
  • Plews et al. (2013) — Training adaptation and HRV in elite endurance athletes
  • Buchheit (2014) — Monitoring training status with HR measures
  • Flatt & Esco (2015) — Validity of smartphone HRV apps
  • Gabbett (2016) — The acute:chronic workload ratio