Apr. 7 2026

Training Metrics and Running Physiology: The Complete Reference Guide

By Coach Paul

Getting Started

Key Performance Metrics

• Power: Output of work over time, typically measured in watts.
• Normalized Power (NP): An estimate of the physiological cost of a variable-effort ride or run.
• Watts per Kilogram (w/kg): Power output relative to body weight.
• Distance per Stroke: Key swim efficiency metric, higher = better stroke efficiency.
• Strokes per Length: Swim metric for tracking stroke efficiency and fatigue.

Running Performance Terms

• Pace: Speed of a run, usually in min/mile.
• Cadence: Number of steps per minute.
• Stride Length: Distance between heel strikes of the same foot.
• Speed = Stride Length × Cadence
• Vertical Oscillation: How high you move off the ground per stride (ideal = 6–13 cm).
• Vertical Ratio: Vertical Oscillation ÷ Stride Length. Lower = more efficient.

Training Intensities & Purpose

• Easy Pace: 59–74% VO2max, 65–79% HRmax. Comfortable pace promoting aerobic base.
• Marathon Pace: 75–84% VO2max, 80–90% HRmax. Prepares athletes for sustained race efforts.
• Threshold Pace (Tempo): 83–88% VO2max, 88–92% HRmax. Improves lactate threshold.
• Interval Pace: 95–100% VO2max, 98–100% HRmax. Targets aerobic power with 3–5 min bouts.
• Active Rest: Low-intensity movement during rest periods or on recovery days.

Energy Systems

• Aerobic: Uses oxygen to generate ATP. Lower intensity (e.g., running, swimming).
• Anaerobic: High-intensity efforts using glycogen. (e.g., sprints, heavy lifting).

Common Training Concepts

• DOMS: Delayed Onset Muscle Soreness – soreness 24–48 hrs after intense effort.
• EPOC: Excess Post-exercise Oxygen Consumption – elevated metabolism after high intensity.
• HIIT: High Intensity Interval Training – short bursts followed by recovery.
• RPE: Rate of Perceived Exertion – subjective intensity scale (1-10).

Training Load & Stress (TSS Systems)

• TSS (Training Stress Score): Composite score of workout intensity and duration.
• NP (Normalized Power): Estimate of physiological demand with variable output.
• IF (Intensity Factor): Ratio of NP to Functional Threshold Power (FTP).
• rTSS: Running-based TSS using pace relative to Functional Threshold Pace (FTP).
• sTSS: Swim-based TSS using swim FTP, distance, and moving duration.
• hrTSS: TSS from heart rate data based on lactate threshold HR.
• tTSS: TRIMPS-based TSS using avg HR, duration, and personal HR metrics.

Training Intensity Factor (IF) Ranges

• <0.75 = Recovery
• 0.75–0.85 = Endurance
• 0.85–0.95 = Tempo / Intervals
• 0.95–1.05 = Lactate Threshold / Shorter Races
• 1.05–1.15 = Time Trials / Track Races
• >1.15 = Prologue TT / Track Pursuit

TSS Load Guidelines

• <150 = Low (full recovery next day)
• 150–300 = Medium (slight fatigue next day)
• 300–450 = High (residual fatigue up to 2 days)
• >450 = Very High (several days recovery needed)

Swim FTP Calculation Methods

• Timed 30 or 60-min effort: e.g. 1000m in 30min = 33.3 m/min.
• Adjusted for 60-min FTP = 2x 30-min pace - 2.5%
• Critical Velocity Test = (Dist2 - Dist1) ÷ (Time2 - Time1)

Calculating Swim TSS

• 1. Measure total moving time (exclude rest).
• 2. Get average pace = distance ÷ time.
• 3. NSS (Normalized Swim Speed) = m/min.
• 4. IF = NSS ÷ FTP.
• 5. sTSS = (IF³) × hours × 100

Normalized Graded Pace (NGP)

• Adjusts raw GPS pace for elevation and grade to reflect true physiological effort.
• Used to calculate rTSS.
• More accurate than average pace for hilly runs.

Ready to Train Smarter?

Explore Coaching More Insights
Newsletter

Stay in the loop

Subscribe to the PXP newsletter to receive the "PXP Endurance Run Training Guide" free as our gift. A structured performance guide delivered as a single, comprehensive document.