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Head-to-head  ·  Radiology

HeartFlow vs Viz.ai

HeartFlow and Viz.ai both compete in radiology, but answer different questions. HeartFlow is our pick for reimbursable CCTA AI: Non-invasive CCTA-derived FFR, reimbursable since CPT 75577 (Jan 2026). Viz.ai earns the stroke + cardio coordination slot: Stroke + cardio + PE coordination at 1,700+ US hospitals. The right choice depends on whether your priority is reimbursable ccta ai or stroke + cardio coordination.

Category
Radiology
Tools compared
02
Reviewed
May 23, 2026
Editorial silo
/best-ai-radiology

The two contenders

Best reimbursable CCTA AI

HeartFlow

by HeartFlow

Non-invasive CCTA -> FFR + plaque analysis (reimbursable).

Pricing
Enterprise (per-study, reimbursable).
Compliance
FDA De Novo / CE-IVDR

Best for stroke + cardio coordination

Viz.ai

by Viz.ai  ·  founded 2016

Stroke + cardio + PE coordination platform, 1,700+ hospitals.

Pricing
Enterprise (per-site subscription).
Compliance
FDA 510(k) (multiple) / HIPAA

Side-by-side specifications

How HeartFlow and Viz.ai compare

Pricing, compliance, and integrations sourced from vendor documentation. Verified May 23, 2026.

SpecHeartFlowViz.ai
PricingEnterprise (per-study, reimbursable).Enterprise (per-site subscription).
Free tierYesYes
HIPAANo / unverifiedYes
SOC 2 Type IINo / unverifiedNo / unverified
EHR integrationsNot specifiedNot specified
Founded2016
HQUSUS
Best forBest reimbursable CCTA AIBest for stroke + cardio coordination

Scroll horizontally to see both columns.

Editorial verdict

When to pick each one

When to pick HeartFlow

Best reimbursable CCTA AI

Non-invasive CCTA-derived FFR, reimbursable since CPT 75577 (Jan 2026).

  • Most clinical-evidence-backed CCTA AI
  • IPO filed 2026
  • Eliminates invasive angiography for many patients
Read the full HeartFlow review

When to pick Viz.ai

Best for stroke + cardio coordination

Stroke + cardio + PE coordination at 1,700+ US hospitals.

  • 50+ FDA clearances
  • Strongest care-coordination workflow layer beyond pure detection
Read the full Viz.ai review

Wider context

Open the full radiology comparison

Acute-care triage, mammography screening, CCTA plaque analysis, mobile MRI. 30+ FDA-cleared platforms across stroke, oncology, cardiac. Enterprise sales only — we compared what's deployed where.

See all radiology

/best-ai-radiology