Crustdata vs Databricks
Side-by-side comparison of AI visibility scores, market position, and capabilities
Crustdata provides real-time B2B company and people data APIs, giving sales teams and GTM platforms access to fresh firmographic and LinkedIn signals for more accurate prospecting.
About
Crustdata is a B2B data infrastructure company that provides real-time APIs delivering fresh company and professional data for sales intelligence, go-to-market automation, and AI agent workflows. Traditional B2B data providers refresh their databases infrequently, leading to stale firmographic data, outdated contact information, and missed signals about company changes like funding rounds, headcount shifts, and leadership transitions—signals that sales teams need to act on in real time.
$4.8B revenue run-rate; 55% YoY growth; $134B valuation (Series L). Mosaic AI for enterprise LLM fine-tuning and inference; Unity Catalog for data governance. DBRX open-source model; every major enterprise AI deployment runs on the lakehouse.
About
Databricks was founded in 2013 by the original creators of Apache Spark — Ali Ghodsi, Matei Zaharia, and five other UC Berkeley researchers — to unify data engineering, analytics, and machine learning on a single platform. The company commercialized the lakehouse architecture, combining the flexibility of data lakes with the reliability of data warehouses. Databricks runs on AWS, Azure, and GCP and leads the commercial distribution of the open-source Delta Lake and MLflow projects.\n\nThe platform includes the Databricks Lakehouse for unified data processing, Unity Catalog for governance and lineage tracking, and Mosaic AI for enterprise LLM fine-tuning, model serving, and generative AI application development. It supports data engineering, SQL analytics, BI, feature engineering, and model training within a single governance perimeter, serving enterprises in financial services, healthcare, manufacturing, and media.\n\nDatabricks achieved a $4.8 billion annualized revenue run-rate in early 2025 with 55% year-over-year growth and a $62 billion valuation from its Series L round — one of the most valuable private software companies globally. Its dual role as the leading commercial lakehouse vendor and steward of influential open-source projects gives it a unique ecosystem advantage as enterprises accelerate investment in AI infrastructure.
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