Databricks is a company within the Software/Technology category. Databricks is a global data and AI company that pioneered the Lakehouse architecture. It provides a unified platform for data engineering, data science, machine learning, and analytics built on open-source foundations.
Databricks was founded in 2013 and is headquartered in San Francisco, CA.
Databricks is rated Leader on the Optimly Brand Authority Index, a measure of how well AI models can accurately describe the brand. The exact score is locked for unclaimed profiles.
AI narrative accuracy for Databricks is Strong. Significant factual deltas detected.
AI models classify Databricks as a Challenger. AI names competitors first.
Databricks appeared in 7 of 8 sampled buyer-intent queries (88%). Databricks dominates unbranded queries related to Spark and Lakehouse, but faces stiff competition from Snowflake and hyperscalers on 'AI data platform' queries.
AI provides a highly accurate technical profile of Databricks as a data intelligence company. It excels at explaining the Spark heritage but may struggle with the most recent shifts toward 'Data Intelligence' branding over 'Lakehouse'. Key gap: AI often lags in describing the full integration of MosaicML capabilities into the core platform, sometimes treating them as separate entities rather than unified generative AI features.
Of 5 key facts verified about Databricks, 4 are well-documented (likely accurate across AI models), 1 have limited sourcing, and 0 are retrieval-dependent and may be inaccurate without live search.
Specific, up-to-the-minute pricing tiers and per-DBU (Databricks Unit) costs are often inaccurately reported due to frequency of updates.
Databricks's main competitors are AWS (Amazon Web Services), Snowflake. According to AI models, these are the brands most frequently named alongside Databricks in buyer-intent queries.
Databricks's core products are Data Intelligence Platform, Databricks SQL, Mosaic AI, Unity Catalog.
Databricks uses Usage-based (Databricks Units/DBUs).
Databricks serves Enterprise, Financial Services, Healthcare, Retail, Manufacturing.
Databricks A unified platform that combines the performance of a data warehouse with the flexibility of a data lake, fueled by a 'data intelligence' engine that understands an organization's unique data.
Brand Authority Index (BAI) tier: Leader (exact score locked for unclaimed brands)
Archetype: Challenger
https://optimly.ai/brand/databricks
Last analyzed: April 9, 2026
Founded: 2013
Headquarters: San Francisco, CA