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TrialMind vs TriNetX LIVE vs IQVIA Analytics Research Accelerator

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

TrialMind vs TriNetX LIVE vs IQVIA Analytics Research Accelerator: real-world evidence platforms compared, from each company’s public pages, checked 2026-10-21
TrialMindKeiji AIAI agents for RWE studiesTriNetXFederated real-world data networkIQVIAReal-world data platform
Best forPlain-language studies on data you already license, with reviewable codeFast no-code feasibility and counts across many institutionsBuying or landscaping data across many countries
Data
Data sourceClaims, EHR, registry and genomic data you license309M+ de-identified patient journeys13,700+ IQVIA data assets, 100+ countries2
Runs on data you already licenseYes: OMOP or your own schemasNot stated publicly: Runs on the TriNetX network1Yes: Onboard your own sources2
Where data staysYour environment; raw records not movedFederated; stays within each organization3Snowflake, AWS S3 or safe rooms2
Analysis
Plain-language cohortsYes: Describe the study, review the planNot stated publicly: No-code Query Builder1Partly: AI cohort builder suggests concepts2
Audit trail and codeYes: Attrition table plus SQL, Python or RNot stated publicly: Cohort counts and comparisons1Not stated publicly: Analytic-ready, patient-level datasets2
Fit
Regulatory use, as the vendor states itAudit trail; GxP-qualified Data Science AssistantRegulatory-grade RWE for pharma4Not stated publicly2
Academic licensingYes: Group, department or institution licensesYes: Research, teaching and grants offering5Not stated publicly2

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

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