Side-by-side comparison of AI visibility scores, market position, and capabilities
Creator of Milvus, most adopted open-source vector database (40K+ GitHub stars, 100M+ downloads). Founded 2017, Redwood City. Raised ~$113-132M. Private.
Zilliz is an AI infrastructure company founded in 2017 by Charles Xie, headquartered in Redwood City, California. It created and maintains Milvus, the world's most widely adopted open-source vector database with 40,000+ GitHub stars and 100M+ downloads. Raised approximately $113-132 million including a $60M Series B in August 2022.
Product analytics platform tracking user behavior with 26K+ company customers including Uber and Netflix; competing directly with Amplitude for event-based funnel, retention, and cohort analysis.
Mixpanel is a product analytics platform that helps digital companies understand user behavior through event-based tracking — enabling product managers and growth teams to analyze conversion funnels, measure feature engagement, track retention cohorts, and segment users by behavior to make data-driven product decisions. Founded in 2009 in San Francisco and backed by Andreessen Horowitz and other investors with approximately $77 million raised, Mixpanel serves 26,000+ companies including Uber, Netflix, Samsung, and DocuSign, competing with Amplitude as the two dominant product analytics platforms.
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