| Clinical 12-Lead ECG | Electrical signals recorded from multiple body locations | Clinical reference standard for rhythm and rate assessment; not usually expressed as a consumer-style percentage accuracy | Usually spot measurements lasting several seconds | Very strong when electrodes are correctly placed and the subject remains still | Diagnosis, irregular-rhythm assessment, and confirmation of wearable alerts | Requires trained operation or clinical access; not designed for everyday personal tracking |
| Holter or Portable ECG Monitor | Single-lead or multi-lead electrical ECG recording | Generally closest to clinical ECG for beat timing when electrode contact is stable | Commonly 24–48 hours; some clinical systems support several days or longer | Good, although loose electrodes, sweat, and movement can create signal artifacts | Detecting intermittent palpitations and rhythm abnormalities | May require prescription, clinician review, local support, and region-specific medical-device approval |
| Chest-Worn ECG Strap | Electrical signal detected through skin electrodes | Often within about ±1–3 beats per minute during steady conditions when fitted correctly | Yes, during workouts or recording sessions; battery life often supports many hours to weeks depending on design | Usually very strong for exercise heart-rate measurement | Training zones, interval workouts, and users who prioritize rate accuracy | Requires skin contact, correct positioning, washing, and compatibility with the user’s phone or sports equipment |
| Wrist-Worn Optical Tracker | Photoplethysmography (PPG), using reflected green, red, or infrared light | Often about ±2–5 beats per minute at rest; error commonly increases to about ±5–15 beats per minute during vigorous or irregular movement | Yes, typically throughout the day and during sleep | Good for steady activity; less reliable during intervals, strength training, cycling vibration, or rapid changes in rate | General wellness, resting trends, sleep trends, and everyday activity | Fit, skin contact, tattoos, skin temperature, motion, darker environments, and individual physiology can affect readings |
| Finger-Worn Optical Tracker | PPG measured from the finger, where blood-flow signals can be relatively strong | Often about ±2–5 beats per minute at rest; performance may decline during vigorous movement | Usually yes, especially during sleep and resting periods | Typically better at rest than during high-impact exercise; independent validation should be checked | Sleep, recovery, resting heart rate, and long-term trends | Sizing, finger temperature, swelling, jewelry interference, and limited exercise feedback may matter |
| Fingertip Pulse Oximeter | Red and infrared light estimate pulse rate and blood oxygen saturation | Many regulated devices specify pulse-rate accuracy near ±3 beats per minute or ±3%, whichever is greater, under stable conditions | No; generally provides spot readings lasting seconds or minutes | Not intended for active exercise tracking; movement can cause unstable readings | Quick resting checks of pulse rate and oxygen saturation | Cold fingers, poor circulation, nail products, movement, and device quality can affect results; regulatory status varies by country |
| Smartphone Camera-Based Monitor | Camera-based PPG estimates pulse from changes in fingertip or facial light absorption | Can approach approximately ±2–5 beats per minute at rest in controlled conditions; accuracy is less dependable during movement | No; usually short, user-initiated measurements | Poor choice for live exercise monitoring unless independently validated for that purpose | Occasional resting measurements when no dedicated sensor is available | Results depend on camera quality, lighting, finger pressure, software, phone model, and application validation |