people · May 22, 2026
MLflow Voted Market and Innovation Leader in Model Registry Platforms Survey
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IT Brand Pulse conducted its March 2026 AI Brand Leader survey with 205 AI developers voting on Model Registry Platforms. MLflow from Databricks received 30.2% of votes as Market Leader and 27.8% as Intelligence & Innovation Leader. AWS SageMaker followed with 20.0% in the Innovation category while Azure ML received 15.1%. The survey covered 26 products in the AI Engineering stack and highlighted MLflow's position ahead of competitors.
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