Bhavya Sinha

Reviewed by

June 12, 2026

Sunoh AI has become a popular choice for ambient medical documentation. The platform captures patient-provider conversations, generates structured clinical notes, assists with order entry, and integrates with several leading EHR systems. It is trusted by more than 100,000 healthcare providers and supports a wide range of specialties.

It is often a strong fit for practices already using eClinicalWorks but practices with different EHR environments or different documentation workflows, pricing models, additional customization options, or features that better match their existing processes.

Marvix AI is one of the platforms focused on specialty care workflows, with features such as specialty-grade documentation, pre-charting automation, patient recap summaries, composite notes, and bidirectional EHR integration.

This guide compares the best Sunoh AI alternatives in 2026, including Marvix AI, to help clinicians evaluate their options.

Note: Information in this article is based on publicly available product documentation, vendor websites, and third-party research sources available as of 2026. Features, integrations, pricing, free plans, and product capabilities may change over time. Readers should verify current information directly with each vendor before making a purchasing decision.

Quick-Reference Comparison Table

Tool	Best For	Starting Price	EHR Integration	Coding Automation	Free Trial
Marvix AI	Specialty care, multi-provider clinics	Starts at $95/provider/month	Deep 2-way (athenahealth, eClinicalWorks, Veradigm, AdvancedMD, ModMed, DrChrono, etc.)	Yes (ICD-10, CPT, E/M with MDM rationale)	Yes (30 days)
Sunoh AI	Existing eCW users seeking ambient documentation	$149/user/month	Integrates with athenahealth, Cerner, eClinicalWorks, Epic, ModMed, Practice Fusion, and Tebra; EHR Sync extension for browser-based EHRs	Limited	No
Freed AI	Solo clinicians, fast SOAP notes	$39/month	Limited (browser-based push/copy workflow)	Basic (ICD-10, CPT in beta)	Yes (10 notes)
Nabla Copilot	General practice, primary care	Not publicly disclosed	Moderate (Epic, athenahealth, others)	Yes (ICD-10, HCC)	Yes (free tier)
Twofold Health	Outpatient clinics, behavioral health	$49/month (annual)	No native integration (copy-paste workflow)	Limited	Yes (free plan)
Suki AI	Enterprise, voice-first workflows	Not publicly disclosed	Deep (Epic, Cerner, athenahealth)	Yes (ICD-10, CPT, HCC, E/M)	No
DeepScribe	Compliance-focused organizations	Not publicly disclosed	Deep 2-way (Epic, athenahealth, eClinicalWorks, AdvancedMD, ModMed, DrChrono)	Yes (ICD-10, HCC, E/M)	No
Microsoft Dragon Copilot	Epic-based health systems	Not publicly disclosed	Deep integration with Epic; supports Epic, athenahealth, and MEDITECH workflows	Yes (coding support)	No
Abridge	Large health systems	Not publicly disclosed	Deep 2-way (Epic, athenahealth, Cerner, eClinicalWorks, NextGen, Greenway, MEDITECH)	Yes (ICD-10, HCC)	No

Why Clinicians Look for a Sunoh Alternative

Sunoh AI is known for helping clinicians spend less time on documentation. Its ambient listening technology is reliable, and its Spanish language support is a clear differentiator in a market where many AI scribes focus primarily on English conversations. Practices that already use eClinicalWorks often benefit from its close connection to the eClinicalWorks ecosystem (as per Twofold Health).

Many clinicians start looking for alternatives when they need more flexibility. Multi-site organizations, specialty-focused practices, and healthcare providers using Epic, athenahealth, Cerner, or other EHRs often need an AI scribe that works across different systems.

Deeper specialty documentation is another common requirement. Some practices also want the ability to compare pricing, implementation, and EHR options without first committing to a specific EHR platform. These are some of the main reasons clinicians evaluate alternatives to Sunoh AI as per Twofold Health.

What Sunoh AI Does Well

• Strong eClinicalWorks Experience: Sunoh AI works directly within eClinicalWorks, supports field-level documentation, requires no additional hardware, and is included in qualifying eClinicalWorks subscription tiers.
• Spanish Language Support: Spanish support is a key differentiator. Few ambient AI scribes offer verified multilingual documentation out of the box.
• Fast Documentation for Routine Visits: It captures patient conversations and generates structured SOAP notes during or shortly after the encounter. The platform performs well for general practice and straightforward visits.
• Order Entry Assistance: Sunoh AI captures labs, imaging, procedures, medication orders, referrals, and follow-up details during the encounter.
• Cross-Platform Access: The platform is available on desktop, web, iPhone, iPad, and Android devices, giving clinicians flexibility across workflows.

Where Sunoh AI Falls Short for Some Clinicians

• Limited Flexibility Outside eClinicalWorks: According to Twofold Health, Sunoh AI delivers its strongest experience within eClinicalWorks. Practices using Epic, athenahealth, Cerner, or other EHRs may see less integration depth.
• Requires eClinicalWorks Commitment: Commure notes that organizations cannot evaluate Sunoh AI as a standalone product and must commit to the broader eClinicalWorks environment first.
• More Editing for Complex Specialties: MedWriter reports that specialties such as psychiatry, oncology, neurology, and orthopedics often require additional editing after note generation.
• No Longitudinal Patient Context: MedRxiv reports that patient context is not carried forward in a structured way across visits. Each encounter is documented independently.
• No Automated Pre-Charting: DeepScribe notes that patient history is not automatically surfaced before the visit, which leaves clinicians to review historical information manually.
• Limited Coding Support: According to Commure, coding assistance focuses on ICD-10 suggestions and does not include E/M level calculation or MDM-based reasoning.
• Difficult Cost Comparisons: Twofold Health notes that pricing discussions are often tied to the broader eClinicalWorks environment, making direct comparisons with standalone AI scribes more difficult.

The Best Sunoh Alternatives — Full Breakdown

Deep EHR Integration: Integrates with Epic and supports two-way integration with Epic, athenahealth, and MEDITECH, keeping documentation and workflow outputs inside the EHR environment.

Where it needs consideration

• Pricing Is Not Publicly Available: Organizations must contact Microsoft directly for pricing.
• Enterprise Deployment Required: Full implementation typically requires coordination across clinical, operational, and IT teams.
• Some Features Have Limited Availability: Certain nursing and radiology capabilities are currently available only in specific regions or release stages.
• Less Suitable for Independent Practices: Designed primarily for large healthcare organizations rather than standalone documentation workflows.
• Full Value Depends on Existing Clinical Infrastructure: Many advanced workflows rely on supported EHR and enterprise environments.

Pricing

• Custom pricing: Not publicly disclosed and requires vendor consultation.

Best for

• Large health systems using enterprise EHRs: Organizations that want documentation, workflow automation, and information retrieval available across physicians, nurses, and radiologists.
• Organizations standardizing AI across clinical teams: Health systems seeking a single platform that supports multiple clinical roles and workflows.

Abridge

Abridge works directly inside EHR workflows and generates structured clinical notes during the patient encounter. Its strongest differentiators are contextual awareness and auditability. The platform uses information from prior patient encounters, health system guidelines, and clinician preferences to inform documentation, then links every AI-generated note, diagnosis, and coding suggestion back to the source conversation through Linked Evidence.

Where it works well

• Linked Evidence: Connects generated notes, diagnoses, and coding outputs to the source conversation and supporting clinical information, creating a clear audit trail.
• Real-Time Documentation: Generates clinically useful notes during the encounter and integrates them directly into EHR workflows.
• Context-Aware Documentation: Incorporates previous patient encounters, health system guidelines, and clinician preferences to inform documentation, diagnosis suggestions, and coding outputs.
• Integrated Coding and Diagnosis Support: Generates ICD-10, HCC, and visit diagnosis suggestions directly from the encounter and supporting clinical context.
• Broad EHR Integration: Supports two-way integration with Epic, athenahealth, Oracle Health (Cerner), Veradigm, eClinicalWorks, NextGen, Greenway, and MEDITECH.

Where it needs consideration

• Pricing Is Not Publicly Available: Organizations must contact Abridge directly for pricing.
• Requires Enterprise Deployment: Full implementation typically requires EHR integration, governance planning, and organizational rollout.
• Designed Primarily for Health Systems: Smaller practices may not require its governance, analytics, and enterprise oversight capabilities.
• Full Functionality Depends on EHR Integration: Core workflows are designed around direct integration with existing health system infrastructure.
• Enterprise Governance Features May Exceed Smaller Practice Needs: Organizations seeking basic ambient documentation may not need Linked Evidence, enterprise analytics, and governance controls.

Pricing

• Custom pricing: Not publicly disclosed and requires vendor consultation.

Best for

• Hospital systems seeking audit-ready documentation: Organizations that want documentation, coding, diagnoses, and orders connected to source clinical evidence.
• Healthcare organizations prioritizing integrated documentation and coding workflows: Systems that need documentation, coding, and billing workflows connected directly within the EHR.

How to Choose the Right Sunoh Alternative

1. Complex Specialty Practices (Neurology, Oncology, Psychiatry, Orthopedics)

Need: Long consultations, specialty-specific terminology, coding support, and documentation that incorporates historical patient context.

Best Choices: Marvix AI and Abridge

Marvix AI is a strong fit for specialty practices that need documentation built around complex, longitudinal care. The platform supports more than 135 specialties and subspecialties, generates specialty-grade documentation, and connects historical patient information with current clinical decision-making through pre-charting automation and patient recap summaries.

Abridge is another strong option for specialty care environments. The platform incorporates prior encounters, clinician preferences, and health system guidelines into documentation, making it well suited for specialties where patient history and ongoing treatment plans play a major role in clinical documentation.

2. Independent GPs and NPs Looking for Fast Documentation

Need: Minimal setup, reliable SOAP notes, and low-cost documentation without dependence on a specific EHR.

Best Choices: Freed AI and Nabla Copilot

Freed AI and Nabla Copilot work well for clinicians who want documentation with minimal setup and little workflow disruption. Both generate structured notes quickly and can be used across different EHR environments. The trade-off is workflow depth. Neither platform focuses heavily on longitudinal documentation, advanced coding workflows, or deep EHR-connected automation.

3. Outpatient and Mental Health Clinics Prioritizing Pricing Transparency

Need: Transparent pricing, unlimited note generation, and structured behavioral health documentation.

Best Choice: Twofold Health

Twofold Health stands out for its transparent pricing and support for behavioral health documentation formats such as SOAP, DAP, and BIRP. Unlimited note generation and custom templates make it a practical option for clinics managing consistent patient volume. The main trade-off is EHR connectivity, as documentation workflows rely on copy-and-paste rather than direct EHR integration.

4. Health Systems Using Epic or Cerner

Need: Deep EHR integration, enterprise governance, and large-scale deployment.

Best Choices: Microsoft Dragon Copilot, Suki AI, and Abridge

Microsoft Dragon Copilot is designed for health systems that want documentation, workflow automation, and clinical information retrieval embedded within existing EHR workflows.

Suki AI is a strong fit for organizations that want voice-driven EHR interaction, including chart navigation, order entry, documentation updates, and coding support.

Abridge is well suited for health systems that want documentation, coding, diagnoses, and orders connected directly within the EHR, with clear traceability back to the source clinical conversation through Linked Evidence.

The Feature Gap Most Sunoh AI Alternatives Miss

Many AI scribes focus primarily on documenting the encounter itself. Specialty care workflows often extend beyond the conversation and depend on information gathered before, during, and after the visit. Marvix AI was built with this thought in mind.

1. Pre-Charting Automation: Marvix AI pulls information from prior notes, labs, imaging, medications, intake forms, referrals, and scanned documents before the visit begins. It then generates patient recap summaries that surface relevant clinical history, recent developments, and active issues, helping clinicians start the encounter with the necessary context.
2. Longitudinal Documentation: Marvix AI generates composite notes that connect historical records with current encounter findings. Diagnoses, treatment decisions, and follow-up plans remain connected across visits, creating documentation that reflects the patient’s clinical timeline rather than a single encounter.
3. Documentation Style Personalization: Marvix AI uses neural style transfer to learn from a clinician’s prior notes and apply those preferences to future documentation. Structure, formatting, problem organization, and clinical reasoning patterns remain consistent across visits and providers.

Conclusion

There is no single best Sunoh AI alternative. The right choice depends on your specialty, EHR environment, documentation requirements, and workflow complexity.

Freed AI and Nabla Copilot are strong options for independent clinicians who want fast note generation with minimal setup. Twofold Health is a practical fit for outpatient and behavioral health practices that value transparent pricing and straightforward documentation workflows. Microsoft Dragon Copilot, Suki AI, and Abridge align well with health systems that want deep EHR integration and enterprise-scale deployment. DeepScribe stands out for organizations that prioritize human-reviewed documentation, coding support, and extensive customization.

Specialty care introduces a different set of requirements and Marvix AI is built around these workflows, combining pre-charting automation, patient recap summaries, composite notes, specialty-grade documentation, coding support, and bidirectional EHR integration within a single platform.  Start your 30-day free trial with complete EHR integration for your entire team.