Eko Foundation Analysis Software with Transformers (EFAST) vs Sleepiz One+
AI Verdict
Choose Eko Foundation Analysis Software with Transformers (EFAST) if…
Choose EFAST if your primary need is real-time, AI-powered cardiac auscultation during routine patient exams. This tool is ideal for clinicians in cardiology, family medicine, or internal medicine who require immediate insights into structural murmurs and atrial fibrillation, seamlessly integrated with digital stethoscopes for enhanced audio and EMR documentation.
View Eko Foundation Analysis Software with Transformers (EFAST) →Choose Sleepiz One+ if…
Choose Sleepiz One+ if your focus is on contactless, remote patient monitoring of vital signs, particularly for chronic conditions and senior care. This device is best suited for specialties like geriatrics, pulmonology, or sleep medicine, enabling comprehensive respiration and heart rate tracking with AI-powered analysis and CPT code reimbursement for remote monitoring services.
View Sleepiz One+ →Reviewed by Pouyan Golshani, MD — Interventional Radiologist
Quick Comparison
| Feature | Eko Foundation Analysis Software with Transformers (EFAST) | Sleepiz One+ |
|---|---|---|
| Pricing | Subscription-based, contact for details | Contact for pricing |
| Deployment | Cloud-based Software as a Medical Device (SaMD) | Wall-mounted or bedside table placement, Wi-Fi connectivity |
| FDA Status | 1 AI-estimated | 1 AI-estimated |
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
Sleepiz One+Sleepiz One+ emphasizes ease of setup and contactless monitoring, requiring no wearables and minimal user interaction beyond initial placement. EFAST, while integrated into digital stethoscopes, still requires active auscultation and interaction with an app. The 'set it and forget it' nature of Sleepiz One+ makes it more user-friendly for continuous, passive monitoring, especially for elderly patients.
Clinical Value
Eko Foundation Analysis Software with Transformers (EFAST)EFAST offers real-time, actionable insights for structural murmurs (93% sensitivity, 91% specificity) and AFib detection (95% sensitivity, 94% specificity) during routine exams, directly aiding in early diagnosis and reducing unnecessary referrals. Sleepiz One+ provides continuous monitoring of respiration and heart rate with high accuracy, and also offers sleep apnea screening, which is valuable for chronic condition management and early deterioration detection. However, EFAST's direct diagnostic support for specific cardiac conditions at the point of care provides a more immediate and impactful clinical value for acute decision-making.
Pricing & Value
TieBoth tools require contacting the company for specific pricing details, indicating a lack of upfront transparency. EFAST mentions a subscription-based Eko+ membership and a free trial with stethoscope purchase, with the stethoscope costing around $2.00/day. Sleepiz One+ highlights that physicians can reimburse its use with CPT codes for remote patient monitoring, allowing for 16 out of 30 days of measurements for billing purposes. Without concrete pricing for both, it's difficult to definitively determine which offers better value, as their value propositions are also tied to different clinical workflows (point-of-care diagnostics vs. remote monitoring).
Enterprise Readiness
Sleepiz One+Sleepiz One+ is designed for seamless integration into remote patient monitoring and clinical study platforms, with features like automatic cellular data transmission and a web application for data access. It also emphasizes ease of deployment in senior care environments with minimal IT involvement. EFAST integrates with Eko digital stethoscopes and EMR systems, but Sleepiz One+'s focus on remote, continuous, and easily deployable monitoring for chronic conditions gives it an edge in broader enterprise-level RPM strategies.
Innovation
Sleepiz One+Sleepiz One+ utilizes contactless radar technology for continuous biometric data collection, offering a novel and less intrusive approach to patient monitoring, particularly for sleep and chronic conditions. EFAST, while advanced with its AI-powered structural murmur and AFib detection, builds upon existing digital stethoscope technology. The contactless nature of Sleepiz One+ represents a more significant departure from traditional monitoring methods, making it more innovative.
Support & Docs
TieBoth companies offer support and documentation. Eko Health provides a help center with articles on the Eko App, Eko+ membership, and regulatory information. Sleepiz offers quick start guides, instruction manuals, FAQs, and contact information for support. Without more detailed information on the breadth, depth, and responsiveness of their support channels, it's difficult to declare a definitive winner.
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) | Sleepiz One+ |
|---|---|---|
| Product Name | Eko Foundation Analysis Software with Transformers (EFAST) | Sleepiz One+ |
| Company | Eko Health | Sleepiz |
| Tagline | Smarter cardiac care in seconds. | Contactless Monitoring for Senior Care |
| Key Features | AI-powered structural murmur detection (93% sensitivity, 91% specificity); AI-powered atrial fibrillation (AFib) detection (95% sensitivity, 94% specificity); Real-time AI analysis during auscultation; Enhanced audio with noise cancellation and amplification; Waveform visualization and guided exams; Seamless integration with Eko digital stethoscopes (e.g., CORE 500); Cloud-based recording and secure storage of exams; EMR integration for streamlined documentation | Contactless monitoring (radar technology); Measures respiration rate; Measures heart rate; Sleep apnea screening; Remote patient monitoring; AI-powered data analysis; Web application for data access and analysis; Easy setup and deployment |
| Specialties | Cardiology, Family Medicine, Internal Medicine | Geriatrics, Pulmonology, Sleep Medicine |
Videos
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Backers
Who funded each tool's parent company.