Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $70M seed (Dec 2025) at ~$250M valuation led by Spark Capital and Triatomic. Jeff Dean angel. FutureHouse spinout. Kosmos AI scientist compresses 6 months of research into 24 hours.
Edison Scientific is a FutureHouse spinout building Kosmos — an AI scientist that autonomously conducts research by reading papers, writing code, running computational experiments, and synthesizing findings at a scale impossible for human researchers. The company raised $70 million in seed financing in December 2025 at an approximately $250 million valuation, led by Spark Capital and Triatomic, with Jeff Dean (former Google Brain chief and Gemini lead) as an angel investor.
Supermicro (SMCI) reported ~$14.9B revenue in FY2024. Designs high-density AI servers and data center infrastructure, a key supplier of Nvidia GPU server systems. HQ: San Jose, CA.
Super Micro Computer, Inc. (Supermicro) is a leading designer and manufacturer of high-performance server and storage systems, positioned at the center of the AI infrastructure buildout. Founded in 1993 by Charles Liang, Supermicro pioneered the "Building Block Solutions" approach — offering a wide range of modular server components and complete systems that customers can configure for specific workloads. The company is one of the most important suppliers of Nvidia GPU-based AI server systems to hyperscalers, enterprises, and AI startups.
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