# SingleStore vs Teradata Vantage Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Teradata Vantage excels in overall performance, with users highlighting its "power and speed to return a large data analysis." This reliability makes it a strong choice for enterprises needing robust data handling capabilities.
- **Users say** that SingleStore stands out for its scalability and versatility, with one reviewer noting its ability to handle large dataset analysis "at incredible speed." This makes it particularly appealing for organizations looking for flexible database solutions.
- **According to verified reviews** , Teradata Vantage has a higher overall satisfaction score, reflecting its strong market presence and user trust. Reviewers appreciate its "very reliable database that can withstand anything thrown at it," which is crucial for mission-critical applications.
- **Reviewers mention** that SingleStore's documentation is thorough and its support responsive, making it easier for users to find answers to their questions. This level of support can significantly enhance the user experience, especially for smaller businesses.
- **G2 reviewers highlight** that while Teradata Vantage has a solid performance in ease of use, SingleStore slightly edges it out, with users noting its intuitive features that facilitate daily operations. This can be a deciding factor for teams looking for a user-friendly interface.
- **Users report** that both products have strong capabilities in data management, but Teradata Vantage shines with its on-premise solutions that integrate seamlessly with SQL queries, providing a comprehensive toolset for enterprise-level data analysis.



| | SingleStore | Teradata Vantage | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 118 | 373 | 
| **Largest Market Segment** | Small-Business (37.7% of reviews) | Enterprise (66.9% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### SingleStore

**Not enough data**

### Teradata Vantage

Pros:
- Performance (14 reviews)
- Analytics (11 reviews)

Cons:
- Learning Curve (9 reviews)
- Steep Learning Curve (5 reviews)

---
## Ratings Comparison
| Rating | SingleStore | Teradata Vantage | 
|---|---|---|
  | **Meets Requirements** | 8.9 (99 reviews) | 8.7 (288 reviews) | 
  | **Ease of Use** | 8.7 (98 reviews) | 8.3 (291 reviews) | 
  | **Ease of Setup** | 8.4 (59 reviews) | 8.0 (150 reviews) | 
  | **Ease of Admin** | 8.1 (58 reviews) | 8.0 (111 reviews) | 
  | **Quality of Support** | 8.7 (90 reviews) | 8.3 (270 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (52 reviews) | 8.2 (113 reviews) | 
  | **Product Direction (% positive)** | 8.6 (89 reviews) | 8.3 (288 reviews) | 

---
## Pricing

### SingleStore

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Teradata Vantage

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **SingleStore** | N/A | N/A |
| **Teradata Vantage** | 7.8/10 | 102 |

#### Reports

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Reports Interface** | Not enough data | 7.7 (64 reviews) | 
| **Steps to Answer** | Not enough data | 8.1 (63 reviews) | 
| **Graphs and Charts** | Not enough data | 7.0 (61 reviews) | 
| **Score Cards** | Not enough data | 7.5 (61 reviews) | 
| **Dashboards** | Not enough data | 7.4 (57 reviews) | 

#### Data Preparation

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Connectors** | Not enough data | 8.3 (52 reviews) | 
| **Data Governance** | Not enough data | 8.2 (50 reviews) | 

#### Data Modeling and Blending

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Data Querying** | Not enough data | 9.0 (46 reviews) | 
| **Data Filtering** | Not enough data | 8.8 (45 reviews) | 
| **Data Blending** | Not enough data | 8.1 (44 reviews) | 

#### Generative AI

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **AI Text Generation** | Not enough data | 6.5 (39 reviews) | 
| **AI Text Summarization** | Not enough data | 6.4 (38 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### Self Service 

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Calculated Fields** | Not enough data | 8.4 (60 reviews) | 
| **Data Column Filtering** | Not enough data | 8.5 (62 reviews) | 
| **Data Discovery** | Not enough data | 8.4 (62 reviews) | 
| **Search** | Not enough data | 8.1 (61 reviews) | 
| **Collaboration / Workflow** | Not enough data | 7.7 (61 reviews) | 
| **Automodeling** | Not enough data | 7.2 (57 reviews) | 

#### Deployment & Integration - Analytics Platforms

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **No-code Dashboard Builder** | Not enough data | Not enough data | 
| **Report Scheduling and Automation** | Not enough data | Not enough data | 
| **Embedded Analytics and White-labeling** | Not enough data | Not enough data | 
| **Data Source Connectivity** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Predictive Analytics** | Not enough data | 7.9 (62 reviews) | 
| **Data Visualization** | Not enough data | 7.0 (62 reviews) | 
| **Big Data Services** | Not enough data | 8.3 (59 reviews) | 

#### Performance & Scalability - Analytics Platforms

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Large data handling and Query Speed** | Not enough data | Not enough data | 
| **Concurrent User Support** | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Data Modeling and Governance** | Not enough data | Not enough data | 
| **Notebook and Script Integration** | Not enough data | Not enough data | 
| **Built-in Predictive and Statistical Models** | Not enough data | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | Not enough data | 
| **Natural Language Queries** | Not enough data | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | Not enough data | 
| **AI Agents for Analytical Follow-ups** | Not enough data | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | Not enough data | 
| **Role-based Insight Personalization** | Not enough data | Not enough data | 
| **Conversational and Prompt-based Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.5 (91 reviews) | 
| **Data Modeling** | Not enough data | 8.4 (87 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 7.2 (79 reviews) | 
| **Integration APIs** | Not enough data | 7.8 (82 reviews) | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **SingleStore** | N/A | N/A |
| **Teradata Vantage** | 8.0/10 | 24 |

#### Administration

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Data Modelling** | Not enough data | 8.7 (21 reviews) | 
| **Recommendations** | Not enough data | 8.2 (20 reviews) | 
| **Workflow Management** | Not enough data | 8.1 (19 reviews) | 
| **Dashboards and Visualizations** | Not enough data | 7.0 (19 reviews) | 

#### Management

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Business Glossary** | Not enough data | 8.0 (20 reviews) | 
| **Data Discovery** | Not enough data | 8.2 (19 reviews) | 
| **Data Profililng** | Not enough data | 7.9 (21 reviews) | 
| **Reporting and Visualization** | Not enough data | 7.7 (20 reviews) | 
| **Data Lineage** | Not enough data | 7.1 (20 reviews) | 

#### Compliance

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Sensitive Data Compliance** | Not enough data | 8.7 (21 reviews) | 
| **Training and Guidelines** | Not enough data | 8.3 (21 reviews) | 
| **Policy Enforcement** | Not enough data | 8.8 (20 reviews) | 
| **Compliance Monitoring** | Not enough data | 8.7 (19 reviews) | 

#### Security

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Access Control** | Not enough data | 8.8 (20 reviews) | 
| **Roles Management** | Not enough data | 8.8 (20 reviews) | 
| **Compliance Management** | Not enough data | 8.1 (19 reviews) | 

#### Data Quality

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Data Preparation** | Not enough data | 8.7 (21 reviews) | 
| **Data Distribution** | Not enough data | 8.9 (21 reviews) | 
| **Data Unification** | Not enough data | 8.5 (20 reviews) | 

#### Maintainence

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Data Quality Management** | Not enough data | 8.4 (19 reviews) | 
| **Policy Management** | Not enough data | 8.0 (19 reviews) | 

#### Generative AI

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **AI Text Generation** | Not enough data | 5.6 (18 reviews) | 
| **AI Text Summarization** | Not enough data | 5.6 (18 reviews) | 

#### Agentic AI - Data Governance

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **SingleStore** | N/A | N/A |
| **Teradata Vantage** | 8.0/10 | 7 |

#### System

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | 8.7 (5 reviews) | 

#### Model Development

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Language Support** | Not enough data | 8.3 (6 reviews) | 
| **Drag and Drop** | Not enough data | 8.0 (5 reviews) | 
| **Pre-Built Algorithms** | Not enough data | 7.7 (5 reviews) | 
| **Model Training** | Not enough data | 8.3 (5 reviews) | 

#### Model Development

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Computer Vision** | Not enough data | 7.7 (5 reviews) | 
| **Natural Language Processing** | Not enough data | 7.7 (5 reviews) | 
| **Natural Language Generation** | Not enough data | 7.7 (5 reviews) | 
| **Artificial Neural Networks** | Not enough data | 8.0 (5 reviews) | 

#### Machine/Deep Learning Services

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Natural Language Understanding** | Not enough data | Not enough data | 
| **Deep Learning** | Not enough data | Not enough data | 

#### Deployment

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Managed Service** | Not enough data | Not enough data | 
| **Application** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 

#### Generative AI

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 
| **AI Text-to-Image** | Not enough data | Not enough data | 

#### Agentic AI - Data Science and Machine Learning Platforms

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Customer Journey Analytics

| Product | Score | Reviews |
|---|---|---|
| **SingleStore** | N/A | N/A |
| **Teradata Vantage** | 8.8/10 | 18 |

#### Platform Basics

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Dynamic Segmentation** | Not enough data | 9.0 (14 reviews) | 
| **Journey Optimization** | Not enough data | 9.0 (13 reviews) | 

#### Platform Data

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Journey Reporting** | Not enough data | 9.0 (12 reviews) | 
| **Trends Reporting** | Not enough data | 8.7 (13 reviews) | 
| **Dashboards** | Not enough data | 8.5 (14 reviews) | 
| **Advanced Data Filtering** | Not enough data | 8.7 (13 reviews) | 

#### Platform Additional Functionality

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Journey Mapping** | Not enough data | 8.3 (13 reviews) | 
| **Integrations** | Not enough data | 8.8 (14 reviews) | 
| **Automated Alerts** | Not enough data | 8.8 (14 reviews) | 

#### Agentic AI - Customer Journey Analytics

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **SingleStore** | N/A | N/A |
| **Teradata Vantage** | 7.8/10 | 87 |

#### Data Management

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Data Integration** | Not enough data | 8.3 (68 reviews) ✓ Verified | 
| **Data Compression** | Not enough data | 8.3 (67 reviews) ✓ Verified | 
| **Data Quality** | Not enough data | 8.3 (62 reviews) ✓ Verified | 
| **Built-In Data Analytics** | Not enough data | 8.2 (63 reviews) ✓ Verified | 
| **In-Database Machine Learning** | Not enough data | 7.1 (52 reviews) ✓ Verified | 
| **Data Lake Analytics** | Not enough data | 7.3 (49 reviews) ✓ Verified | 

#### Integration

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **AI/ ML Integration** | Not enough data | 7.2 (63 reviews) ✓ Verified | 
| **BI Tool Integration** | Not enough data | 8.2 (64 reviews) ✓ Verified | 
| **Data lake Integration** | Not enough data | 8.0 (59 reviews) ✓ Verified | 

#### Deployment

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **On-Premise** | Not enough data | 8.4 (65 reviews) ✓ Verified | 
| **Cloud** | Not enough data | 7.9 (62 reviews) ✓ Verified | 

#### Performance 

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Scalability** | Not enough data | 8.5 (71 reviews) ✓ Verified | 

#### Security

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Data Governance** | Not enough data | 7.9 (60 reviews) ✓ Verified | 
| **Data Security** | Not enough data | 8.2 (54 reviews) ✓ Verified | 

#### Generative AI

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **AI Text Generation** | Not enough data | 5.5 (40 reviews) | 
| **AI Text Summarization** | Not enough data | 5.5 (41 reviews) | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **SingleStore** | N/A | N/A |
| **Teradata Vantage** | 8.5/10 | 17 |

#### Management

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Data dictionary** | Not enough data | 7.9 (16 reviews) | 
| **Data Replication** | Not enough data | 7.8 (15 reviews) | 
| **Query Language** | Not enough data | 9.2 (16 reviews) | 
| **Data Modeling** | Not enough data | 8.3 (14 reviews) | 
| **Performance Analysis** | Not enough data | 8.7 (14 reviews) | 

#### Maintenance

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Data Migration** | Not enough data | 8.6 (16 reviews) | 
| **Backup and Recovery** | Not enough data | 7.9 (15 reviews) | 
| **Multi-User Environment** | Not enough data | 8.9 (16 reviews) | 

#### Security

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Data Encryption** | Not enough data | 8.6 (13 reviews) | 
| **User Access Control** | Not enough data | 9.0 (16 reviews) | 

### Relational Databases

| Product | Score | Reviews |
|---|---|---|
| **SingleStore** | 9.0/10 | 81 |
| **Teradata Vantage** | 8.7/10 | 140 |

#### Management 

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Data Schema** | 9.3 (28 reviews) | 8.9 (32 reviews) | 
| **Query Language** | 9.4 (29 reviews) | 8.8 (31 reviews) | 
| **ACID - Complaint** | 9.0 (23 reviews) | 8.7 (30 reviews) | 
| **Data Replication** | 8.8 (23 reviews) | 8.7 (28 reviews) | 

#### Support 

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Text Search** | 8.6 (23 reviews) | 8.3 (30 reviews) | 
| **Data Types** | 9.3 (25 reviews) | 8.6 (32 reviews) | 
| **Languages** | 8.7 (22 reviews) | 8.5 (31 reviews) | 
| **Operating Systems** | 8.8 (18 reviews) | 8.8 (28 reviews) | 

#### Security

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Database Locking** | 8.5 (19 reviews) | 8.7 (31 reviews) | 
| **Access Control** | 8.9 (19 reviews) | 8.6 (32 reviews) | 
| **Encryption** | 8.6 (19 reviews) | 8.6 (30 reviews) | 
| **Authentication** | 8.9 (20 reviews) | 8.8 (30 reviews) | 

#### Performance 

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Disaster Recovery** | 8.8 (20 reviews) | 8.7 (29 reviews) | 
| **Data Concurrency** | 9.0 (22 reviews) | 8.5 (31 reviews) | 
| **Workload Management** | 8.8 (23 reviews) | 8.9 (32 reviews) | 
| **Advanced Indexing** | 9.0 (23 reviews) | 8.9 (30 reviews) | 
| **Query Optimizer** | 9.1 (24 reviews) | 8.7 (34 reviews) | 

#### Database Features

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Storage** | 9.0 (70 reviews) | 9.0 (115 reviews) | 
| **Availability** | 9.2 (69 reviews) | 9.2 (117 reviews) | 
| **Stability** | 8.9 (69 reviews) | 8.9 (117 reviews) | 
| **Scalability** | 9.1 (68 reviews) | 8.7 (114 reviews) | 
| **Security** | 8.9 (61 reviews) | 8.7 (116 reviews) | 
| **Data Manipulation** | 8.8 (66 reviews) | 8.8 (115 reviews) | 
| **Query Language** | 9.1 (70 reviews) | 8.8 (117 reviews) | 

### Vector Database

| Product | Score | Reviews |
|---|---|---|
| **SingleStore** | N/A | N/A |
| **Teradata Vantage** | N/A | N/A |

#### Data Indexing

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Semantic Search** | Not enough data | Not enough data | 
| **Indexing Data** | Not enough data | Not enough data | 

#### Filters

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Accurate Search** | Not enough data | Not enough data | 
| **Single Stage Filtering - Vector Database** | Not enough data | Not enough data | 

### Real-time Analytic Database

| Product | Score | Reviews |
|---|---|---|
| **SingleStore** | N/A | N/A |
| **Teradata Vantage** | N/A | N/A |

#### Query latency

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Lower query latency** | Not enough data | Not enough data | 
| **Continuous queries** | Not enough data | Not enough data | 

#### Data latency

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Lower data latency** | Not enough data | Not enough data | 
| **Data pipeline performance** | Not enough data | Not enough data | 

#### Connectors

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Faster ingestion** | Not enough data | Not enough data | 
| **Built-in connectors** | Not enough data | Not enough data | 

#### Scale

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Linearly scalable database** | Not enough data | Not enough data | 
| **Storage management** | Not enough data | Not enough data | 

#### Architecture

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Data security** | Not enough data | Not enough data | 
| **Lockless architecture** | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **SingleStore** | N/A | N/A |
| **Teradata Vantage** | 8.4/10 | 30 |

#### Database

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Real-Time Data Collection** | Not enough data | 7.9 (26 reviews) | 
| **Data Distribution** | Not enough data | 8.8 (25 reviews) | 
| **Data Lake** | Not enough data | 8.2 (26 reviews) | 

#### Integrations

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Hadoop Integration** | Not enough data | 7.9 (24 reviews) | 
| **Spark Integration** | Not enough data | 8.1 (25 reviews) | 

#### Platform

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Machine Scaling** | Not enough data | 8.7 (27 reviews) | 
| **Data Preparation** | Not enough data | 9.0 (27 reviews) | 
| **Spark Integration** | Not enough data | 8.1 (25 reviews) | 

#### Processing

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Cloud Processing** | Not enough data | 8.6 (23 reviews) | 
| **Workload Processing** | Not enough data | 8.7 (26 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **SingleStore** | N/A | N/A |
| **Teradata Vantage** | 7.8/10 | 40 |

#### Data Transformation

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Real-Time Analytics** | Not enough data | 8.2 (36 reviews) | 
| **Data Querying** | Not enough data | 9.0 (36 reviews) | 

#### Connectivity

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Hadoop Integration** | Not enough data | 7.4 (34 reviews) | 
| **Spark Integration** | Not enough data | 7.5 (34 reviews) | 
| **Multi-Source Analysis** | Not enough data | 7.9 (36 reviews) | 
| **Data Lake** | Not enough data | 8.0 (36 reviews) | 

#### Operations

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Data Visualization** | Not enough data | 7.7 (35 reviews) | 
| **Data Workflow** | Not enough data | 7.8 (35 reviews) | 
| **Governed Discovery** | Not enough data | 7.7 (34 reviews) | 
| **Embedded Analytics** | Not enough data | 7.3 (37 reviews) | 
| **Notebooks** | Not enough data | 7.5 (34 reviews) | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **SingleStore** | N/A | N/A |
| **Teradata Vantage** | 8.1/10 | 93 |

#### Building Reports

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.5 (91 reviews) | 
| **Data Modeling** | Not enough data | 8.4 (87 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 7.2 (79 reviews) | 
| **Integration APIs** | Not enough data | 7.8 (82 reviews) | 

#### Platform

| Feature | SingleStore | Teradata Vantage | 
|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [Relational Databases](https://www.g2.com/categories/relational-databases)

**Unique to SingleStore (2):** [Real-time Analytic Database Software](https://www.g2.com/categories/real-time-analytic-database), [Vector Database Software](https://www.g2.com/categories/vector-database)

**Unique to Teradata Vantage (8):** [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Customer Journey Analytics Software](https://www.g2.com/categories/customer-journey-analytics), [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | SingleStore | Teradata Vantage | 
|---|---|---|
| **Small-Business** | 37.7% | 11.0% | 
| **Mid-Market** | 24.6% | 22.1% | 
| **Enterprise** | 37.7% | 66.9% | 

### By Industry

#### SingleStore

- **Information Technology and Services:** 21.9%
- **Computer Software:** 18.4%
- **Financial Services:** 12.3%
- **Internet:** 7.0%
- **Banking:** 6.1%
- **Telecommunications:** 2.6%
- **Consumer Services:** 2.6%
- **Computer & Network Security:** 2.6%
- **Hospital & Health Care:** 2.6%
- **Retail:** 1.8%
- **Other:** 21.9%

#### Teradata Vantage

- **Information Technology and Services:** 17.0%
- **Financial Services:** 13.8%
- **Banking:** 11.2%
- **Retail:** 6.9%
- **Telecommunications:** 6.6%
- **Computer Software:** 6.1%
- **Insurance:** 4.3%
- **Hospital & Health Care:** 4.0%
- **Internet:** 3.5%
- **Computer & Network Security:** 1.7%
- **Other:** 24.8%

---
## Alternatives

### Alternatives to SingleStore

- [PostgreSQL](https://www.g2.com/products/postgresql/reviews) — 4.4/5 stars (678 reviews)
- [CockroachDB](https://www.g2.com/products/cockroachdb/reviews) — 4.3/5 stars (29 reviews)
- [MySQL](https://www.g2.com/products/mysql/reviews) — 4.4/5 stars (1675 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2279 reviews)
- [Oracle Database](https://www.g2.com/products/oracle-database/reviews) — 4.3/5 stars (1010 reviews)
- [Amazon Aurora](https://www.g2.com/products/amazon-aurora/reviews) — 4.5/5 stars (457 reviews)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews)
- [Google Cloud SQL](https://www.g2.com/products/google-cloud-sql/reviews) — 4.5/5 stars (366 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [Amazon Relational Database Service (RDS)](https://www.g2.com/products/amazon-relational-database-service-rds/reviews) — 4.5/5 stars (907 reviews)

### Alternatives to Teradata Vantage

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (780 reviews)
- [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2279 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1227 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews)
- [Oracle Database](https://www.g2.com/products/oracle-database/reviews) — 4.3/5 stars (1010 reviews)
- [PostgreSQL](https://www.g2.com/products/postgresql/reviews) — 4.4/5 stars (678 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (402 reviews)

---
## Top Discussions

### SingleStore

- Title: [What is the relationship between MemSQL and MySQL?](https://www.g2.com/discussions/general-bbf6d738-7616-4865-809c-1fb011651a69) — 2 comments, 1 upvote
  > **Top comment:** "MemSQL and MySQL are both ANSI SQL-compliant, so the same queries work on both - as is, or with minor changes. In addition, MemSQL directly supports the..."
- Title: [Is there provisin forthe software to be open source or will this be only following a Pay for Services model?](https://www.g2.com/discussions/is-there-provisin-forthe-software-to-be-open-source-or-will-this-be-only-following-a-pay-for-services-model) — 1 comment, 1 upvote
  > **Top comment:** "Run the SingleStoreDB anywhere, free forever. Run it in production up to a capacity limit with no time limits. Available here:..."
- Title: [How the complex and internal architecture is different from native MySQL](https://www.g2.com/discussions/how-the-complex-and-internal-architecture-is-different-from-native-mysql) — 1 comment, 1 upvote
  > **Top comment:** "SingleStoreDB and MySQL do not share any code. SingleStoreDB is a real-time, unified distributed SQL database built from the ground up for maximum..."
- Title: [When does it hang running memsql-ops --start sometimes](https://www.g2.com/discussions/when-does-it-hang-running-memsql-ops-start-sometimes) — 1 comment, 1 upvote
  > **Top comment:** "Comment deleted by user."
- Title: [Can we Use Amazon Kinesis to ingest data into memsql](https://www.g2.com/discussions/can-we-use-amazon-kinesis-to-ingest-data-into-memsql) — 1 comment, 1 upvote
  > **Top comment:** "The answer should certainly be yes, for most use cases. Kinesis is mentioned in this blog post: https://www.memsql.com/content/kafka/. For specifics, please..."

### Teradata Vantage

No discussions available for this product.

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**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/singlestore-vs-teradata-teradata-vantage)