The leading Hadoop vendors for 2026 are Cloudera, Amazon Web Services, Microsoft Azure, Google Cloud, IBM, and Oracle, but the real choice is less about Hadoop itself than about where an enterprise wants its data, AI, governance, and cloud operating model to live. That is the uncomfortable truth...