Teradata VantageCloud
Teradata VantageCloud: A broad cloud warehouse for enterprise analytics, machine learning, and model operations. Ranked #10 of 27 in Data Warehouse Software by our editors (8.1/10); pricing: Free plan · pricing on request; best for enterprise analytics and model operations.
At a glance
- Editor score8.1 / 10
- PricingFree plan · pricing on request
- Best forEnterprise analytics and model operations
- Free planYes
- Paid from$6 usage-based
- Pricing modelHybrid
- Founded1979 · San Diego, California, United States
- Facts checked20 Sep 2026
Where it wins
- Elastic compute with separate object, block, and backup storage
- Native analytics, machine learning, Python, R, and model scoring
- Supports Iceberg, Delta Lake, and major AI ecosystem integrations
Where it doesn't
- Contact-sales pricing makes budgeting less transparent
- Advanced capabilities may exceed the needs of warehouse-only teams
- Cloud-provider charges are excluded from AWS pricing examples
Our verdict on Teradata VantageCloud
Teradata VantageCloud is a cloud data warehouse and analytics platform for enterprise organizations managing mixed warehouse, lakehouse, AI, and analytics workloads. It combines the Teradata relational database engine with elastic, independent compute clusters and separate object, block, and backup storage. VantageCloud Lake supports Apache Iceberg and Delta Lake data in cloud object storage, while ClearScape Analytics covers data preparation, modeling, scoring, and model deployment. Its audience is teams that need analytics and model operations in the same cloud environment, rather than a narrowly focused SQL warehouse.
The platform’s strongest differentiator is breadth across analytics and machine learning. In-database analytics, Bring Your Own Model scoring, and the Open Analytics Framework support Python and R workflows. ModelOps adds model deployment and lifecycle management. Integrations include Dataiku, AWS SageMaker, Azure Machine Learning, Vertex AI, Amazon Kinesis, AWS Glue, and Amazon QuickSight. Automatic and dynamic compute scaling, realtime observability, governance, and open table-format support further suit organizations operating varied data workloads across cloud infrastructure.
Pricing is sales-led, with a free plan indicated in the published offering. A VantageCloud Lake example lists $6 per hour for an AWS US East 2-node XSmall cluster, excluding cloud-provider charges. The Lake tier adds Premier Cloud Support plus additional security and compliance support, while Lake+ adds advanced services, cost optimization and performance assessments, white-glove support, and Teradata industry data models. Choose VantageCloud when enterprise analytics, lake formats, native ML, and ModelOps justify a broad platform. Teams seeking a simpler warehouse-only product or highly predictable self-service pricing should consider alternatives.
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Teradata VantageCloud pricing
All 3 Teradata VantageCloud plans and prices →
Teradata VantageCloud fact sheet
| Free plan | Yes |
|---|---|
| Paid from | $6 usage-based |
| Deployment model | Cloud |
| Pricing model | Hybrid |
| Separate storage and compute | Yes |
| Data lake support | Yes |
| Streaming ingestion | Yes |
| In-database machine learning | Yes |
| Deployment | Cloud |
| Platforms | Web |
| Support | Docs |
| Built for | Enterprise, Mid-market (editorial estimate) |
| Integrations | 7 integrations: Dataiku, AWS SageMaker, Azure Machine Learning, Vertex AI, Amazon Kinesis, AWS Glue … |
| Pricing | Free plan · pricing on request (source) |
| Website | teradata.com |
| Facts checked | 20 Sep 2026 |
Teradata VantageCloud integrations
Teradata VantageCloud lists 7 integrations on its own site.
- Dataiku
- AWS SageMaker
- Azure Machine Learning
- Vertex AI
- Amazon Kinesis
- AWS Glue
- Amazon QuickSight
Alternatives to Teradata VantageCloud
- Google BigQueryA broad serverless warehouse with flexible analytics, lake, streaming, governance, and ML capabilities.9.4
- Amazon RedshiftA broad AWS-native warehouse with flexible deployments, but no free plan.9.2
- Oracle Autonomous Data WarehouseA broad Oracle warehouse for teams that want automation, analytics, and a free starting tier.9.0
See all Teradata VantageCloud alternatives →
Also Ranked In
Teradata VantageCloud is ranked in 11 of our directories; the 6 strongest besides Data Warehouse Software.
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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