Iterative Health vs Magentiq Eye (2026)
Both put computer vision on the colonoscopy video feed and only one of them still treats that as the business. Magentiq is a focused device company: an on premise appliance between the scope and the monitor, inference performed locally in real time, authorisation in three jurisdictions maintained across versions, and the strongest trial design in this batch behind it. Iterative Health has shifted decisively toward clinical research, describing itself as a research acceleration company with the detection device relegated to a footer. That shift is the single most important fact for a gastroenterology unit evaluating them: buying a device from a company whose attention has moved is a support and roadmap risk regardless of how good the device is. For detection alone, Magentiq is the more committed vendor and keeps the video in the room.
- The device sits between the colonoscope and the monitor performing inference locally in real time on an on premise appliance, so no video leaves the procedure room.
- It holds authorisation in three jurisdictions maintained across product versions, which is a harder position than a single clearance.
- The trial design behind it is the strongest in this batch, an international multicentre study, and it addresses the variation that actually matters in this procedure.
- The company has shifted decisively toward clinical research, so a buyer is engaging with a research network rather than only a detection device.
- For a health system interested in trial participation as well as detection, the research side is the larger part of what is on offer.
- The device remains available, so the capability has not been withdrawn even as the emphasis moved.
This comparison is published by AI Health Index, an independent research platform that compares healthcare AI vendors objectively. Iterative Health and Magentiq Eye are each graded against the same capability taxonomy, from each vendor's own public materials and the regulatory record, under the AI Health Index verification standard. No vendor pays for placement, and no vendor has reviewed this page. How this evidence is graded
Plain facts
| Fact | Iterative Health | Magentiq Eye |
|---|---|---|
| Primary category | Clinical Trials AI | Radiology & Imaging AI |
| Founded | Not recorded | 2014 |
| Headquarters | Cambridge, Massachusetts | Haifa, Israel |
| Website | iterative.health | magentiq.com |
Side by Side
Each record in one paragraph
Written to be quoted whole. Each paragraph states what the AI Health Index verified about the vendor, with the caveats attached. Generated from this pair’s live capability grades, so it moves when a grade moves.
The AI Health Index awards Iterative Health its top capability grade on several axes, including AI Centrality, Autonomy and Oversight Model and Clinical and Operational Evidence. Set against Magentiq Eye, Iterative Health grades higher on several axes, including Autonomy and Oversight Model, HIPAA and BAA Posture and Security Certifications and Trust Center. Its thinnest published disclosure sits on Model Supply Chain Disclosure. Grades reflect evidence the AI Health Index could verify at the last review, so a low grade records disclosure the vendor has not published rather than a capability it has been shown to lack.
Source: AI Health Index, August 2026
The AI Health Index awards Magentiq Eye its top capability grade on AI Centrality, Clinical and Operational Evidence and FDA and Regulatory Status. Set against Iterative Health, Magentiq Eye grades higher on several axes, including Model and Technology Transparency, Model Supply Chain Disclosure and AI Liability and Recourse. Its thinnest published disclosure sits on HIPAA and BAA Posture, Security Certifications and Trust Center and Commercial Transparency. Grades reflect evidence the AI Health Index could verify at the last review, so a low grade records disclosure the vendor has not published rather than a capability it has been shown to lack.
Source: AI Health Index, August 2026
Questions buyers ask
Should we choose Iterative Health or Magentiq Eye?
On the axes where the AI Health Index separates them, Iterative Health grades higher on several axes, including Autonomy and Oversight Model, HIPAA and BAA Posture and Security Certifications and Trust Center, and Magentiq Eye grades higher on several axes, including Model and Technology Transparency, Model Supply Chain Disclosure and AI Liability and Recourse. Iterative Health leads on the greater share of scored axes, but the split means the decision turns on which constraint is binding rather than on an overall winner.
Where do Iterative Health and Magentiq Eye differ most?
The widest separation the AI Health Index records between Iterative Health and Magentiq Eye is on Setting and Specialty Coverage, where Iterative Health grades A and Magentiq Eye grades C. That axis sits in the Commercial group, so it should carry the most weight for a buyer whose binding constraint is contracting, scope and what the price actually covers.
Where do Iterative Health and Magentiq Eye grade the same?
The AI Health Index grades Iterative Health and Magentiq Eye the same on several axes, including AI Centrality, Clinical and Operational Evidence and AI Safety and PHI Stewardship. Neither holds an advantage the index can evidence on those axes, so they should not carry weight in a selection between these two.
What have Iterative Health and Magentiq Eye not disclosed?
At the last review, at least one of Iterative Health and Magentiq Eye published thin or absent detail on several axes, including Model Supply Chain Disclosure, HIPAA and BAA Posture and Security Certifications and Trust Center. The AI Health Index treats an absent disclosure as a gap in the public record rather than a failure of the product, so these are the axes to get in writing during diligence instead of inferring from the grade.
Related comparisons
Other published head to head assessments involving these vendors or their closest peers. The full set for this category is on the Radiology & Imaging AI page.
Read the corporate direction carefully before buying either: one company presents itself primarily as a clinical research organisation with the device in a footer, which changes what a purchaser is committing to and how the device is likely to be supported. Magentiq publishes no health privacy statement, business associate terms or security attestation, though its architecture keeps video local, which removes much of what those documents would govern. Neither publishes pricing, and for a procedure room appliance the question of whether the unit is sold, leased or charged per procedure materially changes the economics.