Eko Foundation Analysis Software with Transformers (EFAST) vs Study Watch with Irregular Pulse Monitor (Home)

Similar category, different focus. These tools serve overlapping but distinct needs. Comparability 65/100 Comparability is an AI-graded 0–100 score of how directly these two tools compete — higher means a more apples-to-apples comparison.

AI Verdict

EFAST is designed for real-time diagnostic assistance during clinician-led auscultation, focusing on structural murmurs and AFib detection. In contrast, the Study Watch is a prescription-only wearable device primarily for unobtrusive, continuous or on-demand physiological data collection, including AFib monitoring, for clinical research and remote healthcare use. While both address cardiac health and AFib, their deployment models and primary use cases are distinct.

Choose Eko Foundation Analysis Software with Transformers (EFAST) if…

Choose EFAST if your primary need is real-time, AI-powered diagnostic assistance during routine auscultation in a clinical setting. This tool is ideal for clinicians seeking immediate insights into structural murmurs and atrial fibrillation during patient exams, leveraging enhanced audio and seamless integration with digital stethoscopes for efficient point-of-care decision-making.

View Eko Foundation Analysis Software with Transformers (EFAST) →

Choose Study Watch with Irregular Pulse Monitor (Home) if…

Choose the Verily Study Watch if your focus is on unobtrusive, long-term physiological data collection for clinical research or remote patient monitoring. This prescription-only wearable is best suited for continuously monitoring patients for conditions like atrial fibrillation, gathering comprehensive data passively over extended periods for deeper insights beyond a single clinical encounter.

View Study Watch with Irregular Pulse Monitor (Home) →

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature Eko Foundation Analysis Software with Transformers (EFAST) Study Watch with Irregular Pulse Monitor (Home)
Pricing Subscription-based, contact for details Unknown
BAA Available Yes AI-estimated Unknown
FDA Status Cleared AI-estimated Unknown
HIPAA Yes AI-estimated Unknown

Head-to-Head

AI-generated assessment across six dimensions based on each tool's documented features and compliance posture. Grounded in public data — not a substitute for hands-on evaluation.

Usability

Eko Foundation Analysis Software with Transformers (EFAST)

EFAST integrates seamlessly into a clinician's existing auscultation workflow, providing real-time AI analysis and enhanced audio at the point of care. This direct integration streamlines the diagnostic process for healthcare professionals. In contrast, the Study Watch is a patient-worn device for unobtrusive data collection, which serves a different, more passive monitoring purpose.

Clinical Value

Eko Foundation Analysis Software with Transformers (EFAST)

EFAST offers high sensitivity and specificity for detecting both structural murmurs (93% sensitivity, 91% specificity) and atrial fibrillation (95% sensitivity, 94% specificity), providing real-time, actionable insights during routine exams. While the Study Watch also detects AFib and collects physiological data, EFAST's ability to diagnose two critical cardiac conditions at the point of care gives it a broader immediate clinical utility.

Pricing & Value

Eko Foundation Analysis Software with Transformers (EFAST)

Tool A (EFAST) provides more transparency regarding its pricing model, indicating it is subscription-based with an Eko+ membership and a free trial with stethoscope purchase, and even an approximate daily cost for its hardware. Tool B (Study Watch) offers no publicly available pricing details, stating it's for clinical research and prescription use, making it difficult to assess its value without direct inquiry.

Enterprise Readiness

Eko Foundation Analysis Software with Transformers (EFAST)

Both tools are FDA-cleared, cloud-based, and claim HIPAA/BAA compliance. However, Tool A explicitly mentions EMR integration for streamlined documentation and has no reported issues regarding HIPAA. Tool B, despite its claims, has a reported lawsuit alleging HIPAA breaches in past operations, which significantly impacts its trustworthiness and readiness for enterprise-level deployment of sensitive health data.

Innovation

Eko Foundation Analysis Software with Transformers (EFAST)

EFAST demonstrates innovation by applying advanced AI (Transformers) to a traditional clinical tool (stethoscope) for real-time, multi-condition cardiac detection (structural murmurs and AFib) during a routine physical exam. This provides immediate, actionable diagnostic support within an established clinical workflow. While the Study Watch offers innovative multi-sensor, unobtrusive data collection, EFAST's direct impact on point-of-care diagnosis for two distinct conditions sets it apart in terms of immediate clinical utility.

Support & Docs

Eko Foundation Analysis Software with Transformers (EFAST)

Eko Health provides clear and publicly accessible support resources for EFAST, including user manuals, FAQs, and a dedicated help center, catering to clinicians using their devices and software. In contrast, Verily's Study Watch documentation appears less readily available for general end-users, focusing more on regulatory information and support for institutional or research clients, making Eko Health's support more transparent and accessible.

Feature-by-Feature

Detail beyond the Quick Comparison summary. For pricing, deployment, BAA, FDA, and HIPAA see the Overview tab.

Feature Eko Foundation Analysis Software with Transformers (EFAST) Study Watch with Irregular Pulse Monitor (Home)
Name Eko Foundation Analysis Software with Transformers (EFAST) Study Watch with Irregular Pulse Monitor (Home)
Company Eko Health Verily Life Sciences LLC
Description Advanced, FDA-cleared AI model that assists clinicians in identifying structural murmurs associated with heart disease and detecting atrial fibrillation, providing real-time, actionable cardiac insights during routine exams. Prescription-only wearable device for clinical research and healthcare use, designed to unobtrusively collect physiological data, including ECG and irregular pulse monitoring, with advanced sensors and cloud-based analytics.
Key Feature: AFib Detection AI-powered atrial fibrillation (AFib) detection (95% sensitivity, 94% specificity) Irregular pulse monitoring for atrial fibrillation (AFib) detection
Key Feature: ECG Measurement Not specified On-demand single-channel ECG measurement

Videos

Demos, reviews, and walkthroughs featuring Eko Foundation Analysis Software with Transformers (EFAST) and Study Watch with Irregular Pulse Monitor (Home).

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Frequently Asked Questions

EFAST by Eko Health is an FDA-cleared AI model that assists clinicians in identifying structural murmurs associated with heart disease and detecting atrial fibrillation during routine exams. The Verily Study Watch with Irregular Pulse Monitor (Home) is a prescription-only wearable device designed for clinical research and healthcare use to unobtrusively collect physiological data, including ECG and irregular pulse monitoring for atrial fibrillation.
EFAST utilizes AI analysis of heart sound and ECG data from Eko digital stethoscopes to provide real-time atrial fibrillation detection during auscultation. The Verily Study Watch detects atrial fibrillation through on-demand single-channel ECG measurements and continuous irregular pulse monitoring from a wearable device.
EFAST collects enhanced audio with noise cancellation and amplification, along with ECG data from digital stethoscopes, processing it with AI for real-time analysis and storing recordings securely in the cloud. The Verily Study Watch collects on-demand single-channel ECG, irregular pulse, heart rate, electrodermal activity, and inertial movements via multiple physiological sensors, with data encrypted on-device and processed by proprietary algorithms in the cloud.
EFAST reports high performance for AI-powered atrial fibrillation (AFib) detection with 95% sensitivity and 94% specificity. The Verily Study Watch with Irregular Pulse Monitor (Home) is cleared for AFib detection, and a clinical study confirmed its ability to accurately detect AFib episodes, but specific sensitivity and specificity metrics for the irregular pulse monitor feature are not provided in the given information, though its home use sensitivity is reported at 96.1%.
EFAST is available through a subscription-based Eko+ membership, which includes a free trial with stethoscope purchase, and the advanced stethoscope technology costs approximately $2.00 per day. The Verily Study Watch's pricing is not publicly available as it is intended for clinical research and prescription use, not direct consumer sale.

Backers

Who funded each tool's parent company.

Eko Foundation Analysis Software with Transformers (EFAST)

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