Panoply vs Teradata VantageCloud

Panoply.io is a web directory of data and AI infrastructure tools, guides, and articles rather than a current software product for sale. Its coverage includes data warehouses, ingestion and ELT, BI and analytics, ETL, and SQL. Directory pages present pricing, free-tier information, replacement context, and a score, using vendor pricing pages as sources and showing when prices were checked. Vendors can claim pages at no cost and submit corrections to pricing, integrations, and deployment facts for verification. Sponsored placements are labeled as sponsored. The site is published by Lumination AI Limited in London and says it is not affiliated with SQream, Scailium, or the former Panoply product. SQream acquired that managed data warehouse in 2021; the product was discontinued in 2026 after SQream entered insolvency. Panoply.io says nothing on the current site is for sale and suggests managed connectors such as Fivetran or Airbyte feeding Snowflake or BigQuery for former customers. The listed deployment model is cloud, with separate storage and compute and data lake support.

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.