Databricks has hit a staggering $188 billion valuation in a new funding round led by Coatue. It’s been nothing but fundraising success for the company, with multiple rounds since September and its latest even spawning memes about running out of letters.

Founded in 2013 as a big data player, Databricks has now firmly established itself as an AI powerhouse. Its recent internal benchmarking showed that open-source models like Z.ai’s GLM 5.2 can handle complex coding tasks at lower cost than proprietary alternatives. Plus, the best harness for managing context turned out to be an open-source option.

While Databricks wasn’t initially founded as an AI lab, it has become a key player in this space, championing affordable Chinese-based models and open-source tools. This has not only boosted its valuation but also made it an attractive investment target for firms seeking cost-effective solutions while maintaining high standards of security and governance.

The company’s journey from big data to AI is a testament to the rapid evolution of technology and how companies can pivot effectively in response to market needs. It raises questions about the future of AI innovation and who will lead the charge in this increasingly competitive landscape.