Popular alternatives include Ideata Analytics, Qualified, Workvivo, BigDataCloud and Inzata.
Key factors include Machine Learning, Metadata Management, Analytics, Data Security and pricing.
Tools like Databricks Lakehouse Platform, Dremio, Amazon EMR, Pandio and Alibaba E-MapReduce are best for small businesses for Big Data Processing and Distribution Software.