CAC (gated) Algorithm vs HeartFlow Analysis

Similar category, different focus. These tools serve overlapping but distinct needs. Comparability 70/100 Comparability is an AI-graded 0–100 score of how directly these two tools compete — higher means a more apples-to-apples comparison.
by Bunkerhill Health
VS
by HeartFlow

AI Verdict

Tool A specializes in the automated detection and quantification of coronary artery calcium from non-contrast ECG-gated CT scans, providing a key risk indicator. In contrast, Tool B offers a more comprehensive non-invasive diagnostic assessment of coronary artery disease, including 3D modeling, FFRct, and plaque analysis from standard CT scans. While both contribute to assessing coronary health, they provide different types of insights, making them more complementary than directly competitive.

Choose CAC (gated) Algorithm if…

Choose CAC (gated) Algorithm if your primary objective is the automated detection and quantification of coronary artery calcium from existing non-contrast ECG-gated cardiac CT scans. This tool is ideal for opportunistic screening and cardiovascular risk stratification, providing efficient calcium burden assessment and pre-populating structured reports for radiologist review.

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Choose HeartFlow Analysis if…

Choose HeartFlow Analysis if you require a comprehensive, non-invasive diagnostic assessment of coronary artery disease, including the functional significance of blockages and detailed plaque characterization. This solution is best suited for patients where understanding blood flow dynamics (FFRct) and specific plaque morphology is crucial for guiding further management decisions and potentially avoiding invasive procedures.

View HeartFlow Analysis →

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature CAC (gated) Algorithm HeartFlow Analysis
Pricing Unknown Contact vendor for pricing
Deployment Unknown Cloud-based (AWS)
BAA Available Unknown Yes AI-estimated
FDA Status Yes AI-estimated Yes AI-estimated
HIPAA Yes AI-estimated Yes 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

Tie

Both tools emphasize seamless integration into existing clinical workflows. HeartFlow highlights 'instant' delivery of analyses and PACS integration, directly benefiting the immediate user experience. BunkerHill Health's CAC algorithm integrates into standard workflows and pre-populates structured reports, and its broader Carebricks platform aims for comprehensive workflow automation and EHR integration. Given their shared focus on streamlining clinical processes, neither tool definitively outperforms the other in overall usability without more specific comparative data.

Clinical Value

HeartFlow Analysis

HeartFlow Analysis offers a more advanced and comprehensive assessment of coronary artery disease (CAD), including functional assessment through FFRct and detailed plaque characterization, which extends beyond basic calcium scoring. It boasts extensive clinical validation with over 600 peer-reviewed publications and inclusion in ACC/AHA guidelines, demonstrating a significant impact on reducing unnecessary invasive procedures and improving patient outcomes. While BunkerHill Health's CAC algorithm is valuable for risk assessment and opportunistic detection, HeartFlow's deeper diagnostic capabilities and robust evidence base provide superior clinical value.

Pricing & Value

HeartFlow Analysis

HeartFlow Analysis provides clear financial transparency with an established fee-for-service model, Category I CPT codes (75580 for FFRct, 75577 for Plaque Analysis), and broad coverage by Medicare and most U.S. commercial payers. This established reimbursement pathway offers significant financial clarity and a proven return on investment for providers, with demonstrated cost savings. Although BunkerHill Health has recently secured a new national CMS billing code for CAC/AVC analysis, HeartFlow's long-standing and widely adopted reimbursement structure offers a more mature and transparent value proposition.

Enterprise Readiness

HeartFlow Analysis

Both tools demonstrate strong enterprise readiness with FDA clearance, HIPAA compliance, BAA, and cloud deployment. However, HeartFlow has a larger reported global adoption base, serving over 1,400 institutions. It also explicitly states compliance with multiple key international standards including HITRUST, SOC 2 Type 2, ISO 13485, and ISO 27001. While BunkerHill Health's Carebricks platform offers broader workflow automation and EHR integration capabilities, HeartFlow's wider adoption and comprehensive certification profile indicate a more established and proven enterprise-grade solution.

Innovation

HeartFlow Analysis

HeartFlow's FFRct analysis, which utilizes AI-powered 3D modeling and computational fluid dynamics to simulate blood flow and provide non-invasive functional assessment of coronary lesions, represents a highly innovative and transformative approach in cardiology. This technology has been continuously advanced through multiple generations and is recognized as a paradigm shift in non-invasive diagnostics. While BunkerHill Health's generative AI for clinical reasoning and its recent FDA clearances for incidental and contrast-enhanced CAC/AVC detection are innovative in their own right, HeartFlow's core technology for functional CAD assessment stands out as a more profound innovation in the field.

Support & Docs

HeartFlow Analysis

Specific details on support and documentation are limited for both tools in the provided data. However, HeartFlow, as a more established commercial-stage company with broader global adoption across over 1,400 institutions, explicitly mentions providing 'clinical, operational, technical and financial resources' to support efficient and scalable CCTA programs. This suggests a more robust and comprehensive support infrastructure compared to the less detailed information available for BunkerHill Health.

Feature-by-Feature

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

Feature CAC (gated) Algorithm HeartFlow Analysis
Tool Name CAC (gated) Algorithm HeartFlow Analysis
Company BunkerHill Health HeartFlow
Primary Function Automatically detects and quantifies coronary artery calcium from non-contrast ECG-gated cardiac CT scans, aiding physicians in assessing coronary artery health. Provides a non-invasive solution for diagnosing and managing coronary artery disease (CAD) by creating personalized 3D models of patients' coronary arteries from standard CT scans.
Input Scan Type Non-contrast ECG-gated cardiac CT scans Standard CT scans
Key Output/Analysis Automatic detection and quantification of coronary artery calcium (CAC), calcium segmentation and quantification, pre-populates structured reports. AI-powered 3D modeling of coronary arteries, Fractional Flow Reserve derived from CT (FFRct) analysis, Plaque Analysis (quantification and characterization), Roadmapu2122 Analysis.
Specialties Cardiology, Radiology Cardiology, Radiology

Videos

Demos, reviews, and walkthroughs featuring CAC (gated) Algorithm and HeartFlow Analysis.

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Frequently Asked Questions

BunkerHill Health's CAC (gated) Algorithm automatically detects and quantifies coronary artery calcium from non-contrast ECG-gated cardiac CT scans, aiding physicians in assessing coronary artery health. It supports opportunistic detection of cardiovascular disease and pre-populates structured reports for radiologist review and approval. HeartFlow Analysis provides a non-invasive solution for diagnosing and managing coronary artery disease by creating personalized 3D models of patients' coronary arteries from standard CT scans. It offers Fractional Flow Reserve derived from CT (FFRct) analysis and plaque quantification and characterization to provide personalized patient insights.
BunkerHill Health's CAC (gated) Algorithm specifically analyzes non-contrast ECG-gated cardiac CT scans. HeartFlow Analysis utilizes standard CT scans, specifically coronary CT angiograms (CCTA), to create its personalized 3D models and perform FFRct and plaque analysis.
The CAC (gated) Algorithm provides automatic detection, segmentation, and quantification of coronary artery calcium, which pre-populates structured reports for radiologist review. HeartFlow Analysis delivers AI-powered 3D models of coronary arteries, Fractional Flow Reserve derived from CT (FFRct) analysis, and plaque quantification and characterization, along with Roadmap Analysis.
HeartFlow Analysis operates on a fee-for-service model and is covered by Medicare and most U.S. commercial payers, with established Category I CPT codes (75580 for FFRct Analysis and 75577 for AI-Enabled Quantitative Plaque Analysis for 2026) and CMS payment rates. BunkerHill Health's CAC (gated) Algorithm has a new national billing code and associated payment under the Hospital Outpatient Prospective Payment System (OPPS) for algorithmic analysis of CAC and AVC on chest CT scans, effective April 1, 2026. For detailed pricing, BunkerHill Health requires direct contact.
BunkerHill Health's CAC (gated) Algorithm integrates into physicians' standard workflow by pre-populating structured reports for radiologist review and approval. It aims to streamline reporting and can trigger notifications to ordering clinicians. HeartFlow Analysis delivers final quality-reviewed analyses instantly upon order via a secure web interface, PDF summaries, and direct delivery into the electronic medical record, enabling clinicians to move from diagnosis to decision without delay.

Backers

Who funded each tool's parent company.

HeartFlow Analysis

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