In our 22-criteria evaluation of native Hadoop business intelligence (BI) platform providers, we identified the six most significant ones — Arcadia Data, Attivio, Datameer, Kyvos Insights, Oracle, and Zoomdata — and researched, analyzed, and scored them. This report shows how each provider measures up according to two business use cases (native Hadoop BI for strong user interface and for strong data preparation) and helps application development and delivery (AD&D) professionals make the right choice.