Resources made to help you get more from your data

TL;DR: While Databricks excels at machine learning and big data, many teams need simpler, cheaper alternatives. Mammoth Analytics leads for no-code data prep, Snowflake dominates warehousing, and BigQuery wins for Google users. See our comparison table below for the full breakdown. Most teams exploring Databricks alternatives cite three main issues: cost (often $50K-200K+ annually), complexity […]

Choosing between Alteryx and Dataiku feels overwhelming when both platforms promise to solve your data problems. But here’s what most comparison guides won’t tell you: the choice comes down to whether you need individual productivity tools or collaborative data science capabilities. We’ve analyzed user reviews from hundreds of implementations, studied actual pricing data, and identified […]

Quick Answer: Databricks pricing ranges from $0.07/DBU for basic compute to $0.65+/DBU for enterprise features, plus separate cloud infrastructure costs. Most teams spend $500-$5,000+ monthly. The complex DBU (Databricks Unit) model makes costs unpredictable. If you’ve ever looked at a Databricks bill and wondered why it’s so hard to predict, you’re not alone. The DBU […]