The revenue model of Databricks operates on a pay-as-you-go basis by charging based on usage down to increments as small as a second. Their primary products include analytics, streaming analytics (Apache Spark), and the lake house for combined structured and unstructured data. This lake house product competes with Snowflake. Additionally, they have a new AI model product through the Mosaic acquisition for effective data utilization. Notably, the streaming analytics product revenue grew rapidly from zero to over 200 million in just 18 months. Revenue generation is primarily tied to the usage of these products.

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