SQream vs MongoDB
Side-by-side comparison of AI visibility scores, market position, and capabilities
SQream uses NVIDIA GPU acceleration for SQL analytics on massive datasets; raised $45M Series C (Sep 2023); new CEO Liam Galin appointed Apr 2025; showcased GPU analytics at NVIDIA GTC 2025; serves finance, telecom, and healthcare.
About
SQream (also known as SQream Technologies) is a Tel Aviv-based data analytics company founded in 2010 that has built a SQL database and analytics platform powered by NVIDIA GPU acceleration. The company''s core premise is that traditional CPU-based data warehouses are fundamentally limited in their ability to process the massive dataset sizes required for modern AI, machine learning, and analytics workloads — and that GPU parallelism can deliver orders-of-magnitude improvements in query performance, data ingestion speed, and cost-efficiency at scale.
Document database leader with $1.7B revenue; Atlas Vector Search positions MongoDB as the core AI application data layer for RAG and semantic search; flexible BSON document model serves 47,000+ customers on AWS, Azure, and Google Cloud.
About
MongoDB is a leading document-oriented NoSQL database company providing a flexible, developer-friendly data platform for modern applications that require horizontal scalability, flexible schemas, and rich query capabilities. Founded in 2007 by former DoubleClick engineers and headquartered in New York City, MongoDB pioneered the document database model using JSON-like documents (BSON) rather than relational tables, enabling developers to store data in structures that naturally match application objects without complex ORM mappings. The company is listed on NASDAQ and generates approximately $1.7 billion in annual revenue.
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