Eko Analysis Software vs Sleepiz One+

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.
by Eko Devices
VS
by Sleepiz

AI Verdict

Eko Analysis Software and Sleepiz One+ are adjacent competitors in remote patient monitoring, both offering FDA-cleared AI for cardiac and respiratory data. Eko focuses on active auscultation and early detection of specific cardiovascular diseases like murmurs and AFib using a digital stethoscope, while Sleepiz specializes in contactless, passive monitoring of heart and respiration rates during sleep, with an emphasis on senior care and sleep apnea screening. The choice between them depends on whether active diagnostic examination or passive, continuous overnight monitoring is the primary need.

Choose Eko Analysis Software if…

Choose Eko Analysis Software if your practice focuses on in-clinic cardiovascular diagnostics and early detection of heart conditions during physical exams. This tool is ideal for clinicians who want to augment their auscultation skills with FDA-cleared AI for detecting heart murmurs and atrial fibrillation, enabling more confident and timely referrals. It's particularly useful for integrating advanced cardiac screening into routine patient assessments and for practices that benefit from recording, visualizing, and securely storing heart sound and ECG data.

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Choose Sleepiz One+ if…

Choose Sleepiz One+ if your priority is contactless, remote patient monitoring for chronic conditions, especially in geriatric care, pulmonology, or sleep medicine. This device excels at providing continuous, non-invasive measurement of respiration and heart rate from a patient's bedside, offering valuable insights into sleep apnea screening and overall physiological status without disturbing the patient. It is well-suited for long-term monitoring to track disease progression or remission and for situations where traditional wired monitoring is impractical or uncomfortable.

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Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature Eko Analysis Software Sleepiz One+
Pricing Freemium with subscription for full features Contact for pricing
Deployment Cloud-based 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+ offers contactless monitoring, which inherently provides a more comfortable and less intrusive user experience for patients, especially in senior care settings. Its 'set it and forget it' approach and quick setup (under 3 minutes) with automatic cellular data transmission minimize patient and caregiver burden. Eko Analysis Software requires physical interaction with a stethoscope and mobile app, which, while digital, still involves direct patient contact and active use.

Clinical Value

Eko Analysis Software

Eko Analysis Software is FDA-cleared for AI-powered detection of heart murmurs and atrial fibrillation, directly aiding in the early detection of cardiovascular diseases. Clinical studies have shown its algorithms to have high sensitivity and specificity for these conditions, outperforming traditional stethoscopes. Sleepiz One+ focuses on contactless respiration and heart rate monitoring and sleep apnea screening, which is valuable for chronic conditions, but Eko's direct diagnostic aid for specific cardiac diseases offers a more immediate and impactful clinical intervention.

Pricing & Value

Sleepiz One+

Sleepiz One+ explicitly states that physicians can reimburse the device's use through CPT codes for remote patient monitoring, allowing for 16 out of 30 days of measurements for billing purposes, which provides a clear path to financial value for providers. While Eko offers a freemium model with a subscription for full AI features, and mentions a daily cost of $2.00 for its technology, the direct reimbursement mechanism for Sleepiz One+ presents a more transparent and immediate value proposition for healthcare providers.

Enterprise Readiness

Tie

Both tools demonstrate enterprise readiness through their FDA clearances, HIPAA compliance, and cloud-based deployments. Eko offers solutions for individual providers, veterinary professionals, and health systems, with features like secure cloud storage and EHR integration. Sleepiz One+ is designed for seamless integration into remote patient monitoring and clinical study platforms, with features like web application data access and automatic cellular data transmission, indicating suitability for larger deployments. Both have BAA agreements in place. Without more specific details on scalability, integration APIs, or dedicated enterprise support structures, it's difficult to definitively pick a winner.

Innovation

Sleepiz One+

Sleepiz One+ stands out with its contactless radar technology for remote patient monitoring, offering a unique and less intrusive method for collecting vital signs and screening for sleep apnea. This approach represents a significant innovation in patient comfort and long-term monitoring. While Eko's AI for stethoscope analysis is advanced, the fundamental method of data acquisition (stethoscope) is more traditional compared to Sleepiz's contactless approach.

Support & Docs

Tie

Both companies provide readily accessible support and documentation. Eko offers a help center with FAQs, user manuals, and contact options for support. Sleepiz also provides quick start guides, instruction manuals, and FAQs on its support page. Both appear to offer comprehensive resources for users to set up and troubleshoot their devices and software.

Feature-by-Feature

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

Feature Eko Analysis Software Sleepiz One+
Tool Name Eko Analysis Software Sleepiz One+
Company Eko Devices Sleepiz
Tagline Your new partner in precise, proactive heart and lung care. Contactless Monitoring for Senior Care
Key Features (Cardiology) FDA-cleared AI for heart murmur detection; FDA-cleared AI for atrial fibrillation (AFib) detection; Detection of normal sinus rhythm; Calculation of cardiac time intervals (heart rate, QRS duration); Wireless auscultation with Bluetooth-enabled devices; Recording, playback, and annotation of heart sounds and ECGs; Visualization of phonocardiograms (PCG) and ECG tracings; Secure cloud-based storage of recordings within the US Measures heart rate; Remote patient monitoring; AI-powered data analysis
Key Features (Other) Not specified Contactless monitoring (radar technology); Measures respiration rate; Sleep apnea screening; Web application for data access and analysis; Easy setup and deployment
Specialties Cardiology, Emergency Medicine, Internal Medicine Geriatrics, Pulmonology, Sleep Medicine

Videos

Demos, reviews, and walkthroughs featuring Eko Analysis Software and Sleepiz One+.

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Frequently Asked Questions

Eko Analysis Software integrates with EHRs, allowing clinicians to access the dashboard and view AI analysis results (PDF or anonymous URL) directly within the patient's chart, supporting both in-clinic and telehealth use. Sleepiz One+ provides data via a web application, and while it's designed for easy setup and automatic cellular data transmission, specific EHR integration depth beyond web access would need further inquiry.
Eko's AI for heart murmur detection has shown a sensitivity of 87.6% and specificity of 87.8%, with a newer EFAST algorithm achieving 93% sensitivity and 91% specificity for structural murmurs. For AFib detection, Eko's AI has demonstrated 98.9% sensitivity and 96.9% specificity, with EFAST showing 95% sensitivity and 94% specificity. Sleepiz One+ measures respiration rate with 99% accuracy and heart rate with 96% accuracy compared to gold standard methods. For sleep apnea screening, Sleepiz One+ showed strong agreement with polysomnography and correctly classified moderate to severe sleep apnea with 85% sensitivity and 88% specificity without SpO2, improving to 88% sensitivity and 98% specificity with an added SpO2 sensor.
Eko's accompanying Eko App is designed for ease of use, with automated detection included with digital stethoscopes and a guided, efficient comprehensive assessment mode. Sleepiz One+ is designed for quick and easy installation, with a setup time of less than 3 minutes and usability tested across ages 20 to 80+. Both aim to integrate seamlessly into existing workflows, suggesting a minimal learning curve.
Eko offers onboarding and training, including in-app, virtual, and on-site options, with various support levels. Sleepiz provides customer support via email and emphasizes easy setup with a guide, and their system stores recordings on the tablet if internet connection is lost, sending them to servers once re-established.
Eko maintains SOC 2 certification, uses NIST recommended 256-bit AES encryption for data at rest and in transit, and conducts nightly backups. Sleepiz is ISO 27001 and ISO 27701 certified, encrypts all data in transit and at rest, and does not use cameras or microphones, relying solely on radar technology for privacy.
Sleepiz One+ retains audit logs as required by law or the organization's directives. Eko's platform offers automatic record-keeping and secure cloud-based storage of recordings, but specific details on audit trail features beyond HIPAA compliance would require further inquiry.
Eko's platform is designed to scale detection capabilities for an entire team or health system, supporting both virtual and physical settings. Sleepiz One+ is designed for easy setup and deployment with Wi-Fi connectivity, and its data transmission is automatically ensured through a cellular module, making it suitable for at-home monitoring across various sites.

Backers

Who funded each tool's parent company.

Eko Analysis Software

Sleepiz One+

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