# Google Cloud BigQuery vs Teradata Vantage Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Google Cloud BigQuery excels in **ease of use** , with many users highlighting its intuitive interface and serverless architecture, making it very easy to implement and manage. In contrast, some users of Teradata Vantage mention challenges with configuration, which can complicate the onboarding process.
- **Users say** that Google Cloud BigQuery offers **super fast querying** capabilities for large datasets, allowing for on-demand analysis without the need for server management. Meanwhile, Teradata Vantage is praised for its **power and speed** in returning large data analyses, but it may not match the same level of convenience for cloud-based operations.
- **Reviewers mention** that Google Cloud BigQuery's **free tier** is particularly beneficial for smaller datasets, helping users manage costs effectively. Teradata Vantage, while robust, does not offer a comparable entry-level pricing model, which may deter smaller businesses or startups.
- **According to verified reviews** , both platforms receive similar scores for **quality of support** , but Google Cloud BigQuery's extensive documentation and community resources are frequently highlighted as more accessible, aiding users in troubleshooting and maximizing the platform's capabilities.
- **G2 reviewers report** that Google Cloud BigQuery integrates seamlessly with other Google Cloud services, enhancing its functionality for users who rely on a comprehensive cloud ecosystem. In contrast, while Teradata Vantage offers strong database functions, some users feel it lacks the same level of integration with modern cloud tools.
- **Users say** that Teradata Vantage is a **reliable database** that can handle demanding workloads, making it a solid choice for enterprise-level applications. However, Google Cloud BigQuery's scalability and **real-time analytics** capabilities are often cited as superior, particularly for organizations looking to leverage big data in dynamic environments.



| | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 1,235 | 373 | 
| **Largest Market Segment** | Enterprise (38.1% of reviews) | Enterprise (66.9% of reviews) | 
| **Entry Level Price** | Free | No pricing available | 

---
## Top Pros & Cons

### Google Cloud BigQuery

Pros:
- Ease of Use (156 reviews)
- Speed (143 reviews)

Cons:
- Expensive (127 reviews)
- Query Issues (78 reviews)

### Teradata Vantage

Pros:
- Performance (16 reviews)
- Speed (13 reviews)

Cons:
- Learning Curve (10 reviews)
- Steep Learning Curve (5 reviews)

---
## Ratings Comparison
| Rating | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
  | **Meets Requirements** | 8.8 (633 reviews) | 8.7 (288 reviews) | 
  | **Ease of Use** | 8.7 (650 reviews) | 8.3 (291 reviews) | 
  | **Ease of Setup** | 8.7 (422 reviews) | 8.0 (150 reviews) | 
  | **Ease of Admin** | 8.5 (225 reviews) | 8.0 (111 reviews) | 
  | **Quality of Support** | 8.3 (575 reviews) | 8.3 (270 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (219 reviews) | 8.2 (113 reviews) | 
  | **Product Direction (% positive)** | 9.3 (618 reviews) | 8.3 (288 reviews) | 

---
## Pricing

### Google Cloud BigQuery

#### Entry-Level Pricing

Plan: Free

Price: Free

Description: New customers get $300 in free Google Cloud credits to spend on BigQuery with free trial sign-up. 

Key Features:
- 10 GB storage
- Up to 1 TB queries per month

[Browse all 5 editions](https://www.g2.com/products/google-cloud-bigquery/pricing)

#### Free Trial

Yes

### Teradata Vantage

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Teradata Vantage** | 7.8/10 | 102 |

#### Reports

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

#### Data Modeling and Blending

| Feature | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Teradata Vantage** | 8.0/10 | 24 |

#### Administration

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

#### Generative AI

| Feature | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 9.0/10 | 135 |
| **Teradata Vantage** | N/A | N/A |

#### Management

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Reporting** | 8.6 (120 reviews) | Not enough data | 
| **Auditing** | 8.3 (118 reviews) | Not enough data | 

#### Functionality

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Extraction** | 9.0 (119 reviews) | Not enough data | 
| **Transformation** | 9.1 (122 reviews) | Not enough data | 
| **Loading** | 9.0 (123 reviews) | Not enough data | 
| **Automation** | 8.9 (122 reviews) | Not enough data | 
| **Scalability** | 9.3 (121 reviews) | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Teradata Vantage** | 8.0/10 | 7 |

#### System

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

#### Model Development

| Feature | Google Cloud BigQuery | 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 | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Google Cloud BigQuery | 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 | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Natural Language Understanding** | Not enough data | Not enough data | 
| **Deep Learning** | Not enough data | Not enough data | 

#### Deployment

| Feature | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Teradata Vantage** | 8.8/10 | 18 |

#### Platform Basics

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

#### Platform Data

| Feature | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 |
|---|---|---|
| **Google Cloud BigQuery** | 8.6/10 | 279 |
| **Teradata Vantage** | 7.8/10 | 87 |

#### Data Management

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Data Integration** | 8.9 (227 reviews) ✓ Verified | 8.3 (68 reviews) ✓ Verified | 
| **Data Compression** | 8.3 (208 reviews) ✓ Verified | 8.3 (67 reviews) ✓ Verified | 
| **Data Quality** | 8.8 (216 reviews) ✓ Verified | 8.3 (62 reviews) ✓ Verified | 
| **Built-In Data Analytics** | 8.6 (219 reviews) ✓ Verified | 8.2 (63 reviews) ✓ Verified | 
| **In-Database Machine Learning** | 8.3 (202 reviews) ✓ Verified | 7.1 (52 reviews) ✓ Verified | 
| **Data Lake Analytics** | 8.6 (199 reviews) ✓ Verified | 7.3 (49 reviews) ✓ Verified | 

#### Integration

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **AI/ ML Integration** | 8.5 (203 reviews) ✓ Verified | 7.2 (63 reviews) ✓ Verified | 
| **BI Tool Integration** | 8.6 (216 reviews) ✓ Verified | 8.2 (64 reviews) ✓ Verified | 
| **Data lake Integration** | 8.5 (199 reviews) ✓ Verified | 8.0 (59 reviews) ✓ Verified | 

#### Deployment

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **On-Premise** | 7.7 (185 reviews) ✓ Verified | 8.4 (65 reviews) ✓ Verified | 
| **Cloud** | 9.1 (226 reviews) ✓ Verified | 7.9 (62 reviews) ✓ Verified | 

#### Performance 

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Scalability** | 9.2 (238 reviews) ✓ Verified | 8.5 (71 reviews) ✓ Verified | 

#### Security

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Data Governance** | 8.8 (207 reviews) ✓ Verified | 7.9 (60 reviews) ✓ Verified | 
| **Data Security** | 9.1 (214 reviews) ✓ Verified | 8.2 (54 reviews) ✓ Verified | 

#### Generative AI

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **AI Text Generation** | 7.6 (125 reviews) | 5.5 (40 reviews) | 
| **AI Text Summarization** | 7.8 (122 reviews) | 5.5 (41 reviews) | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Teradata Vantage** | 8.5/10 | 17 |

#### Management

| Feature | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Teradata Vantage** | 8.7/10 | 140 |

#### Management 

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Data Schema** | Not enough data | 8.9 (32 reviews) | 
| **Query Language** | Not enough data | 8.8 (31 reviews) | 
| **ACID - Complaint** | Not enough data | 8.7 (30 reviews) | 
| **Data Replication** | Not enough data | 8.7 (28 reviews) | 

#### Support 

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Text Search** | Not enough data | 8.3 (30 reviews) | 
| **Data Types** | Not enough data | 8.6 (32 reviews) | 
| **Languages** | Not enough data | 8.5 (31 reviews) | 
| **Operating Systems** | Not enough data | 8.8 (28 reviews) | 

#### Security

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Database Locking** | Not enough data | 8.7 (31 reviews) | 
| **Access Control** | Not enough data | 8.6 (32 reviews) | 
| **Encryption** | Not enough data | 8.6 (30 reviews) | 
| **Authentication** | Not enough data | 8.8 (30 reviews) | 

#### Performance 

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Disaster Recovery** | Not enough data | 8.7 (29 reviews) | 
| **Data Concurrency** | Not enough data | 8.5 (31 reviews) | 
| **Workload Management** | Not enough data | 8.9 (32 reviews) | 
| **Advanced Indexing** | Not enough data | 8.9 (30 reviews) | 
| **Query Optimizer** | Not enough data | 8.7 (34 reviews) | 

#### Database Features

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Storage** | Not enough data | 9.0 (115 reviews) | 
| **Availability** | Not enough data | 9.2 (117 reviews) | 
| **Stability** | Not enough data | 8.9 (117 reviews) | 
| **Scalability** | Not enough data | 8.7 (114 reviews) | 
| **Security** | Not enough data | 8.7 (116 reviews) | 
| **Data Manipulation** | Not enough data | 8.8 (115 reviews) | 
| **Query Language** | Not enough data | 8.8 (117 reviews) | 

### Columnar Databases

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.8/10 | 79 |
| **Teradata Vantage** | N/A | N/A |

#### Storage

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Data Model** | 9.0 (68 reviews) | Not enough data | 
| **Data Types** | 8.7 (68 reviews) | Not enough data | 

#### Availability

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Auto Sharding** | 8.3 (60 reviews) | Not enough data | 
| **Auto Recovery** | 8.5 (64 reviews) | Not enough data | 
| **Data Replication** | 8.6 (66 reviews) | Not enough data | 

#### Performance

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Integrated Cache** | 8.5 (63 reviews) | Not enough data | 

#### Security

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Role-Based Authorization** | 8.7 (69 reviews) | Not enough data | 
| **Authentication** | 8.8 (67 reviews) | Not enough data | 
| **Audit Logs** | 8.4 (68 reviews) | Not enough data | 
| **Encryption** | 8.6 (63 reviews) | Not enough data | 

#### Support

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Multi-Model** | 8.7 (64 reviews) | Not enough data | 
| **Operating Systems** | 8.8 (64 reviews) | Not enough data | 

### Data Clean Room

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 9.1/10 | 29 |
| **Teradata Vantage** | N/A | N/A |

#### Centralized computation

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Centralized Computation** | 9.0 (24 reviews) | Not enough data | 

#### Localized computation

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Localized computation** | 8.3 (25 reviews) | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.6/10 | 84 |
| **Teradata Vantage** | N/A | N/A |

#### Statistical Tool

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Scripting** | 8.7 (78 reviews) | Not enough data | 
| **Data Mining** | 9.0 (78 reviews) | Not enough data | 
| **Algorithms** | 8.8 (80 reviews) | Not enough data | 

#### Data Analysis

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Analysis** | 9.2 (79 reviews) | Not enough data | 
| **Data Interaction** | 9.1 (79 reviews) | Not enough data | 

#### Decision Making

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Modeling** | 8.8 (80 reviews) | Not enough data | 
| **Data Visualizations** | 8.7 (77 reviews) | Not enough data | 
| **Report Generation** | 8.7 (80 reviews) | Not enough data | 
| **Data Unification** | 8.7 (77 reviews) | Not enough data | 

#### Generative AI

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **AI Text Generation** | 7.5 (50 reviews) | Not enough data | 
| **AI Text Summarization** | 7.8 (50 reviews) | Not enough data | 

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.9/10 | 73 |
| **Teradata Vantage** | N/A | N/A |

#### Marketing Operations

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **ROI Tracking** | 8.8 (65 reviews) | Not enough data | 
| **Data Collection** | 9.2 (64 reviews) | Not enough data | 
| **Customer Insights** | 8.9 (64 reviews) | Not enough data | 
| **Multi-User Access** | 9.4 (65 reviews) | Not enough data | 
| **Spend Management** | 8.8 (63 reviews) | Not enough data | 
| **White Label** | 8.4 (62 reviews) | Not enough data | 

#### Campaign Activity

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Campaign Insights** | 9.1 (67 reviews) | Not enough data | 
| **Reports and Dashboards** | 9.5 (67 reviews) | Not enough data | 
| **Campaign Stickiness** | 8.7 (64 reviews) | Not enough data | 
| **Multichannel Tracking** | 9.2 (61 reviews) | Not enough data | 
| **Brand Optimization** | 8.9 (62 reviews) | Not enough data | 
| **Predictive Analytics** | 9.0 (64 reviews) | Not enough data | 

#### Agentic AI - Marketing Analytics

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Autonomous Task Execution** | 8.7 (15 reviews) | Not enough data | 
| **Cross-system Integration** | 9.6 (16 reviews) | Not enough data | 
| **Proactive Assistance** | 8.2 (15 reviews) | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.8/10 | 214 |
| **Teradata Vantage** | 8.4/10 | 30 |

#### Database

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Real-Time Data Collection** | 8.8 (173 reviews) | 7.9 (26 reviews) | 
| **Data Distribution** | 8.9 (171 reviews) | 8.8 (25 reviews) | 
| **Data Lake** | 8.7 (166 reviews) | 8.2 (26 reviews) | 

#### Integrations

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Hadoop Integration** | 8.3 (134 reviews) | 7.9 (24 reviews) | 
| **Spark Integration** | 8.5 (131 reviews) | 8.1 (25 reviews) | 

#### Platform

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Machine Scaling** | 8.8 (148 reviews) | 8.7 (27 reviews) | 
| **Data Preparation** | 8.9 (163 reviews) | 9.0 (27 reviews) | 
| **Spark Integration** | 8.5 (131 reviews) | 8.1 (25 reviews) | 

#### Processing

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Cloud Processing** | 9.2 (166 reviews) | 8.6 (23 reviews) | 
| **Workload Processing** | 9.1 (159 reviews) | 8.7 (26 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.6/10 | 327 |
| **Teradata Vantage** | 7.8/10 | 40 |

#### Data Transformation

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Real-Time Analytics** | 8.8 (284 reviews) | 8.2 (36 reviews) | 
| **Data Querying** | 9.3 (293 reviews) | 9.0 (36 reviews) | 

#### Connectivity

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Hadoop Integration** | 8.1 (250 reviews) | 7.4 (34 reviews) | 
| **Spark Integration** | 8.2 (249 reviews) | 7.5 (34 reviews) | 
| **Multi-Source Analysis** | 8.7 (278 reviews) | 7.9 (36 reviews) | 
| **Data Lake** | 8.7 (269 reviews) | 8.0 (36 reviews) | 

#### Operations

| Feature | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Data Visualization** | 8.5 (278 reviews) | 7.7 (35 reviews) | 
| **Data Workflow** | 8.7 (276 reviews) | 7.8 (35 reviews) | 
| **Governed Discovery** | 8.3 (254 reviews) | 7.7 (34 reviews) | 
| **Embedded Analytics** | 8.4 (261 reviews) | 7.3 (37 reviews) | 
| **Notebooks** | 8.5 (253 reviews) | 7.5 (34 reviews) | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Teradata Vantage** | 8.1/10 | 93 |

#### Building Reports

| Feature | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 (3):** [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), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse)

**Unique to Google Cloud BigQuery (6):** [Columnar Databases](https://www.g2.com/categories/columnar-databases), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [ETL Tools](https://www.g2.com/categories/etl-tools), [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Data Clean Room Software](https://www.g2.com/categories/data-clean-room)

**Unique to Teradata Vantage (6):** [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Customer Journey Analytics Software](https://www.g2.com/categories/customer-journey-analytics), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms), [Relational Databases](https://www.g2.com/categories/relational-databases), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | Google Cloud BigQuery | Teradata Vantage | 
|---|---|---|
| **Small-Business** | 27.4% | 11.0% | 
| **Mid-Market** | 34.5% | 22.1% | 
| **Enterprise** | 38.1% | 66.9% | 

### By Industry

#### Google Cloud BigQuery

- **Information Technology and Services:** 15.7%
- **Computer Software:** 13.6%
- **Retail:** 7.0%
- **Financial Services:** 6.6%
- **Marketing and Advertising:** 5.2%
- **Consulting:** 3.5%
- **Telecommunications:** 2.8%
- **Banking:** 2.6%
- **Computer & Network Security:** 2.2%
- **Hospital & Health Care:** 1.9%
- **Other:** 38.8%

#### 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 Google Cloud BigQuery

- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (740 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (769 reviews)
- [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (401 reviews)
- [OpenText Vertica](https://www.g2.com/products/opentext-vertica/reviews) — 4.3/5 stars (216 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews)
- [Qubole](https://www.g2.com/products/qubole/reviews) — 4.0/5 stars (259 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2274 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)

### Alternatives to Teradata Vantage

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (769 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 (740 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2274 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 (677 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (401 reviews)
- [MySQL](https://www.g2.com/products/mysql/reviews) — 4.4/5 stars (1675 reviews)

---
## Top Discussions

### Google Cloud BigQuery

- Title: [Is Big Query free?](https://www.g2.com/discussions/is-big-query-free) — 3 comments, 1 upvote
  > **Top comment:** "my cloud software store "
- Title: [Is BigQuery part of Google Cloud Platform?](https://www.g2.com/discussions/is-bigquery-part-of-google-cloud-platform) — 2 comments, 2 upvotes
  > **Top comment:** "Yes, bigquery is part of google cloud platform."
- Title: [What is Google BigQuery based on?](https://www.g2.com/discussions/what-is-google-bigquery-based-on) — 1 comment
  > **Top comment:** "Dremel: The Execution Engine
Colossus: Distributed Storage
Borg: Compute
Jupiter: The Network
"
- Title: [What is Google BigQuery used for?](https://www.g2.com/discussions/what-is-google-bigquery-used-for) — 1 comment
  > **Top comment:** "BigQuery is a powerful tool for organizations that need to analyze large datasets quickly and effectively and can be used for a variety of purposes depending..."
- Title: [When we can integrate](https://www.g2.com/discussions/when-we-can-integrate) — 1 comment, 1 upvote
  > **Top comment:** "Hi Pankaj, what kind of integration do you want to make?"

### Teradata Vantage

No discussions available for this product.

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