Side-by-side comparison of AI visibility scores, market position, and capabilities
Cloud-agnostic managed open-source data platform for Kafka, PostgreSQL, OpenSearch, and more; raised $210M in Mar 2026 ($421M total); $3B valuation; headquartered in Helsinki with 440+ employees serving global enterprise.
Aiven is a Helsinki, Finland-based cloud data platform company founded in 2016 that provides fully managed open-source data services across all major cloud providers — AWS, Google Cloud, and Microsoft Azure — as well as hybrid and on-premises deployments. The company''s platform lets engineering teams deploy, manage, and scale battle-tested open-source data technologies including Apache Kafka (streaming), PostgreSQL (relational database), ClickHouse (real-time analytics), OpenSearch (search and observability), Redis, Cassandra, and Flink — without the operational overhead of running these systems themselves. Aiven handles provisioning, patching, backups, monitoring, scaling, and security, enabling teams to focus on application development rather than infrastructure management.
Alphabet (GOOGL) cloud platform with $43.2B revenue and #3 global market share; BigQuery data analytics, Vertex AI/Gemini, and GKE competing with AWS and Azure for enterprise cloud and AI workloads.
Google Cloud is Alphabet's cloud computing platform — providing infrastructure (compute, storage, networking), managed data services (BigQuery, Cloud Spanner, Firestore), Kubernetes and container management (Google Kubernetes Engine, the origin of Kubernetes), AI/ML infrastructure (TPUs, Vertex AI, Gemini APIs), and developer tools to enterprises, startups, and developers globally. Listed under Alphabet (NASDAQ: GOOGL), Google Cloud generated $43.2 billion in revenue in fiscal year 2024 and achieved its first full year of consistent operating profitability, representing approximately 11% of Alphabet's total revenue.
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