Side-by-side comparison of AI visibility scores, market position, and capabilities
SF collaborative data workspace combining SQL and Python notebooks with interactive app publishing; $172M total including $70M Avra Series C May 2025 serving Reddit, Anthropic, and Figma competing with Databricks Notebooks and Mode Analytics.
Hex is a San Francisco-based collaborative data workspace platform — backed with $172 million in total funding including a $70 million Series C led by Avra in May 2025 — providing data analysts, data scientists, and business intelligence teams with a notebook-style environment that combines SQL, Python, R, and no-code visual tools in a single collaborative workspace for data exploration, analysis, visualization, and sharing interactive reports with non-technical stakeholders. Hex serves customers including Reddit, Anthropic, Figma, Rivian, and the NBA with a platform that bridges the gap between technical data work (SQL queries, Python data manipulation) and business communication (interactive dashboards, narrative reports, embedded charts) without requiring separate tools for analysis and presentation.
Closed a $1 billion Series F at a $30 billion valuation in April 2026, backed by NVIDIA and Fidelity, after surpassing $500M in committed ARR with its AI Operating System platform.
VAST Data builds the AI Operating System — a unified platform combining all-flash storage (DataStore), an AI-native database (DataBase), and a globally distributed namespace (DataSpace) into a single infrastructure stack. The platform is purpose-built for organizations training, running, and managing AI models and agents at scale. In 2026, VAST launched AgentEngine, a production-grade deployment layer for multi-agent AI stacks with full auditability and MCP integration.
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