Amazon Redshift vs Teradata VantageCloud

Amazon Redshift is a cloud data warehouse for SQL analytics across data warehouses and data lakes. It offers provisioned and serverless deployments, with options AWS says can scale to petabytes and support thousands of concurrent users. Redshift runs read-only SQL queries on Apache Iceberg, Apache Hudi, and Delta Lake tables, plus open file formats in Amazon S3. Zero-ETL integrations connect with Amazon Aurora, Amazon RDS, Amazon DynamoDB, and enterprise applications. Streaming ingestion connects with Amazon Kinesis Data Streams and Amazon Managed Streaming for Apache Kafka. Listed integrations include QuickSight, Tableau, Microsoft Power BI, Alteryx, Jupyter Notebook, Informatica, dbt, MicroStrategy, and Looker. The Data API supports AWS SDK languages including Python, Go, Java, Node.js, PHP, Ruby, and C++. Security includes encryption, row- and column-level controls, and dynamic masking. It is paid, has no free plan, offers a free trial, and starts at $0.54 per month for Provisioned or $1.50 per month for Serverless.

Teradata VantageCloud, renamed Teradata Cloud in May 2026, is Teradata’s cloud deployment of its Autonomous Knowledge Platform for production AI, analytics, lakehouse, and agentic AI workloads. It is purpose-built for AWS, Microsoft Azure, and Google Cloud, with public cloud, multi-cloud, hybrid, and on-premises deployment options. Its managed system combines always-on compute with elastic capacity that scales within defined boundaries and releases resources when idle. Elastic compute can work directly with Apache Iceberg and Delta Lake tables in object storage.

The platform supports Python, R, SQL, and SAS, and lists integrations with Amazon SageMaker, AzureML, Google Vertex AI, Dataiku, and H2O.ai. External models can be imported using PMML, MOJO, ONNX, or MLeap. In hybrid deployments, data remains in its original environment unless configured to move. Teradata lists HIPAA, HITRUST, ISO/IEC 27001, ISO 27017, PCI DSS, SOC 1 Type II, SOC 2 Type II, and GDPR among its programs and commitments. A free trial offers an interactive sandbox and more than 250 guided demos without requiring a credit card; no trial duration is stated. The ClearScape Analytics Experience is free. Teradata Cloud pricing is on request; listed Lake packages use a $1.50 per unit base rate, with package-specific rates described separately.