Real-World Evidence · Compare

TrialMind vs TriNetX LIVE vs Flatiron Health

Real-world evidence platforms, side by side. Pick any product to compare.

TrialMind vs TriNetX LIVE vs Flatiron Health: real-world evidence platforms compared, from each company’s public pages, checked 2026-10-21
Data
	TrialMindKeiji AIAI agents for RWE studies	Product 2TriNetXFederated real-world data network	Product 3Flatiron HealthOncology real-world data and AI
Best for	Plain-language studies on data you already license, with reviewable code	Fast no-code feasibility and counts across many institutions	Deep oncology data with a long regulatory track record
Data source	Claims, EHR, registry and genomic data you license	309M+ de-identified patient journeys1	6M+ EHR-derived oncology records2
Runs on data you already license	Yes: OMOP or your own schemas	Not stated publicly: Runs on the TriNetX network1	Not stated publicly: Runs on Flatiron oncology data2
Where data stays	Your environment; raw records not moved	Federated; stays within each organization3	Not stated publicly2
Analysis
Plain-language cohorts	Yes: Describe the study, review the plan	Not stated publicly: No-code Query Builder1	Yes: Telescope turns criteria into cohorts4
Audit trail and code	Yes: Attrition table plus SQL, Python or R	Not stated publicly: Cohort counts and comparisons1	Not stated publicly: Live counts, attrition, pre-built analyses4
Fit
Regulatory use, as the vendor states it	Audit trail; GxP-qualified Data Science Assistant	Regulatory-grade RWE for pharma5	45+ regulatory decisions since 20186
Academic licensing	Yes: Group, department or institution licenses	Yes: Research, teaching and grants offering7	Not stated publicly: Life sciences, oncology practices, health systems8

From each company’s public pages, checked 2026-10-21. A dash means the company does not say.

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Sources · checked 2026-10-21

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