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.
NYSE: SHOP e-commerce platform at $8.88B FY2024 revenue with $292.28B GMV across 4.82M stores; Black Friday $11.5B processing competing with WooCommerce and BigCommerce for small-to-enterprise direct-to-consumer commerce.
Shopify Inc. is an Ottawa, Canada-based e-commerce platform — listed on NYSE (NYSE: SHOP) — providing 4.82+ million active merchant stores of all sizes (from solo entrepreneurs to enterprise brands) with tools for online store creation, multi-channel selling (web, mobile, social, in-person), payment processing (Shopify Payments, Shop Pay), inventory management, fulfillment, and marketing analytics, generating $8.88 billion in revenue in fiscal year 2024 (+26% year-over-year) with $292.28 billion in gross merchandise volume (GMV, +24%) and 875+ million customers who have purchased from Shopify merchant stores. Founded in 2006 by Tobias Lütke, Daniel Weinand, and Scott Lake (started as a snowboard equipment store, pivoted to become the platform), Shopify has become the operating system for independent commerce — the default e-commerce infrastructure for the direct-to-consumer brand economy.
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