Deep Stream Data vs Teradata VantageCloud
Deep Stream Data
deepstreamdata.comTeradata VantageCloud
teradata.comSide by side
| Figure | Deep Stream Data | Teradata VantageCloud |
|---|---|---|
| Price from | — | Free |
| Free plan | — | Yes |
| Free trial | — | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| Linux | — | Yes |
| API | Yes | Yes |
| Self-hosted | — | Yes |
| Plans published | 0 | 8 |
| Spec score · Customer Journey Analytics Software | 7.5 (#21) | 8.0 (#9) |
| Headquarters | Artarmon, New South Wales, Australia | Teradata identifies San Diego, California, as its worldwide headquarters. |
| Intended customers | The maker describes the product as digital journey intelligence for enterprise and says it is intended for marketing or strategy teams. | Teradata describes its customers as large enterprises across industries including financial services, healthcare, life sciences, manufacturing, telecommunications, and transportation. |
Plans
Teradata VantageCloud
- VantageCloud Lake StandardPrice not published
- VantageCloud LakePrice not published
- VantageCloud Lake+Price not published
- ClearScape Analytics ExperienceFree
- VantageCloud Lake Lake package$1.50, paid once
- VantageCloud Lake Lake+ package$1.50, paid once
- VantageCloud Lake Standard package$1.50, paid once
- Teradata CloudPriced on request
In their own words
Deep Stream Data
Deep Stream Data is a digital journey-intelligence product combining an opt-in web-behaviour panel with an AI analysis layer. It examines activity across a brand’s site, competitors, and the wider web, then clusters journeys, classifies intent, maps competitor overlap, and detects emerging patterns. Attribution covers the full customer path and supports counterfactual analysis based on observed panel behaviour. Users can ask questions in natural language and receive answers with evidence. Dashboards, API access, CSV and Parquet exports, scheduled briefs, and cloud-to-cloud feeds provide outputs, while the web-log stream runs near real time. The maker says data comes from consented, passively measured panelists rather than surveys or modelled traffic estimates. Coverage includes desktop, mobile web, mobile apps, and tablets across major operating systems. Reporting is aggregated and anonymised; sensitive categories are excluded or redacted. Pricing is on request.
Teradata VantageCloud
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.