# Google Cloud BigQuery, SAP HANA Cloud vs Amazon Redshift Comparison

| | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.3 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 1,236 | 621 | 401 | 
| **Largest Market Segment** | Enterprise (38.1% of reviews) | Enterprise (62.3% of reviews) | Mid-Market (39.9% of reviews) | 
| **Entry Level Price** | Free | No pricing available | $1.22 - $3.26  Per hour | 

---
## Top Pros & Cons

### Google Cloud BigQuery

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

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

### SAP HANA Cloud

Pros:
- Ease of Use (55 reviews)
- Easy Integrations (41 reviews)

Cons:
- Complexity (33 reviews)
- Expensive (32 reviews)

### Amazon Redshift

Pros:
- Ease of Use (7 reviews)
- Integrations (7 reviews)

Cons:
- Complexity (5 reviews)
- Feature Limitations (5 reviews)

---
## Ratings Comparison
| Rating | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
  | **Meets Requirements** | 8.8 (635 reviews) | 8.7 (374 reviews) | 8.7 (284 reviews) | 
  | **Ease of Use** | 8.7 (652 reviews) | 8.2 (390 reviews) | 8.7 (284 reviews) | 
  | **Ease of Setup** | 8.7 (424 reviews) | 7.8 (275 reviews) | 8.6 (141 reviews) | 
  | **Ease of Admin** | 8.5 (225 reviews) | 7.9 (200 reviews) | 8.4 (129 reviews) | 
  | **Quality of Support** | 8.3 (577 reviews) | 8.2 (358 reviews) | 8.5 (267 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (219 reviews) | 8.5 (196 reviews) | 8.7 (128 reviews) | 
  | **Product Direction (% positive)** | 9.3 (620 reviews) | 8.6 (343 reviews) | 8.9 (255 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

### SAP HANA Cloud

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Amazon Redshift

#### Entry-Level Pricing

Plan: RA3.4xlarge

Price: $1.22 - $3.26  Per hour

Description: On-demand, 1-Year, or 3-Year Terms

Key Features:
- Commit to save up to 34% 

[Browse all 6 editions](https://www.g2.com/products/amazon-redshift/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAP HANA Cloud** | 8.7/10 | 34 |
| **Amazon Redshift** | N/A | N/A |

#### Reports

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Reports Interface** | Not enough data | 8.6 (34 reviews) | Not enough data | 
| **Steps to Answer** | Not enough data | 8.5 (32 reviews) | Not enough data | 
| **Graphs and Charts** | Not enough data | 8.9 (30 reviews) | Not enough data | 
| **Score Cards** | Not enough data | 8.6 (27 reviews) | Not enough data | 
| **Dashboards** | Not enough data | 9.0 (30 reviews) | Not enough data | 

#### Self Service 

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | Not enough data | 
| **Data Column Filtering** | Not enough data | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 
| **Search** | Not enough data | Not enough data | Not enough data | 
| **Collaboration / Workflow** | Not enough data | Not enough data | Not enough data | 
| **Automodeling** | Not enough data | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Predictive Analytics** | Not enough data | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 
| **Big Data Services** | Not enough data | Not enough data | Not enough data | 

#### Building Reports

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | 

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAP HANA Cloud** | 8.3/10 | 36 |
| **Amazon Redshift** | N/A | N/A |

#### Reports

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Reports Interface** | Not enough data | 8.6 (34 reviews) | Not enough data | 
| **Steps to Answer** | Not enough data | 8.5 (32 reviews) | Not enough data | 
| **Graphs and Charts** | Not enough data | 8.9 (30 reviews) | Not enough data | 
| **Score Cards** | Not enough data | 8.6 (27 reviews) | Not enough data | 
| **Dashboards** | Not enough data | 9.0 (30 reviews) | Not enough data | 

#### Reports

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Reports Interface** | Not enough data | 8.6 (22 reviews) | Not enough data | 
| **Share Reports** | Not enough data | 8.6 (23 reviews) | Not enough data | 
| **Steps to Answer** | Not enough data | 8.0 (22 reviews) | Not enough data | 

#### Generative AI

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 6.2 (19 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 6.2 (19 reviews) | Not enough data | 

#### Visualization

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Graphs and Charts** | Not enough data | 8.6 (23 reviews) | Not enough data | 
| **Score Cards** | Not enough data | 8.2 (23 reviews) | Not enough data | 
| **Dashboards** | Not enough data | 8.9 (22 reviews) | Not enough data | 
| **Formats** | Not enough data | 8.5 (22 reviews) | Not enough data | 

#### Data Updates

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Historical Snapshots** | Not enough data | 8.3 (22 reviews) | Not enough data | 
| **Real-Time Updating** | Not enough data | 8.8 (23 reviews) | Not enough data | 

#### Collaboration

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Sharing** | Not enough data | 8.2 (22 reviews) | Not enough data | 
| **Co-Editing** | Not enough data | 8.0 (22 reviews) | Not enough data | 
| **Devices** | Not enough data | 8.3 (22 reviews) | Not enough data | 

#### Data Updates

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Historical Snapshots** | Not enough data | 8.9 (25 reviews) | Not enough data | 
| **Real-Time Updating** | Not enough data | 9.0 (28 reviews) | Not enough data | 
| **Email Reports** | Not enough data | 8.1 (26 reviews) | Not enough data | 

### Location Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAP HANA Cloud** | N/A | N/A |
| **Amazon Redshift** | N/A | N/A |

#### Cartography

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Map Design** | Not enough data | Not enough data | Not enough data | 
| **Vector Mapping ** | Not enough data | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 
| **Overlaying** | Not enough data | Not enough data | Not enough data | 

#### Analysis

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Predictive Analysis** | Not enough data | Not enough data | Not enough data | 
| **Distance Analysis ** | Not enough data | Not enough data | Not enough data | 
| **Spatial Analysis** | Not enough data | Not enough data | Not enough data | 
| **Data Stream** | Not enough data | Not enough data | Not enough data | 

#### Reporting

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **WYSIWYG Design** | Not enough data | Not enough data | Not enough data | 
| **API Integrations** | Not enough data | Not enough data | Not enough data | 

### Data Virtualization

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAP HANA Cloud** | 8.6/10 | 112 |
| **Amazon Redshift** | N/A | N/A |

#### Administration

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Database Management** | Not enough data | 8.8 (83 reviews) | Not enough data | 
| **Access Control** | Not enough data | 8.7 (79 reviews) | Not enough data | 
| **Data Security** | Not enough data | 8.6 (81 reviews) | Not enough data | 

#### Federation

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Architecture** | Not enough data | 8.6 (75 reviews) | Not enough data | 
| **Provisioning** | Not enough data | 8.4 (74 reviews) | Not enough data | 
| **Orchestration** | Not enough data | 8.4 (73 reviews) | Not enough data | 
| **API / Integrations** | Not enough data | 8.7 (76 reviews) | Not enough data | 

#### Transformation

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Data Visualization** | Not enough data | 8.7 (82 reviews) | Not enough data | 
| **Application Performance** | Not enough data | 8.8 (84 reviews) | Not enough data | 
| **Data Modeling** | Not enough data | 8.7 (82 reviews) | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 9.0/10 | 136 |
| **SAP HANA Cloud** | N/A | N/A |
| **Amazon Redshift** | N/A | N/A |

#### Management

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Reporting** | 8.6 (122 reviews) | Not enough data | Not enough data | 
| **Auditing** | 8.3 (120 reviews) | Not enough data | Not enough data | 

#### Functionality

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Extraction** | 9.0 (121 reviews) | Not enough data | Not enough data | 
| **Transformation** | 9.1 (124 reviews) | Not enough data | Not enough data | 
| **Loading** | 9.0 (125 reviews) | Not enough data | Not enough data | 
| **Automation** | 8.9 (124 reviews) | Not enough data | Not enough data | 
| **Scalability** | 9.3 (123 reviews) | Not enough data | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAP HANA Cloud** | N/A | N/A |
| **Amazon Redshift** | N/A | N/A |

#### Deployment

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | Not enough data | 
| **Framework Flexibility** | Not enough data | Not enough data | Not enough data | 
| **Versioning** | Not enough data | Not enough data | Not enough data | 
| **Ease of Deployment** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 

#### Deployment

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | Not enough data | 
| **Framework Flexibility** | Not enough data | Not enough data | Not enough data | 
| **Versioning** | Not enough data | Not enough data | Not enough data | 
| **Ease of Deployment** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Cataloging** | Not enough data | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Governing** | Not enough data | Not enough data | Not enough data | 
| **Model Registry** | Not enough data | Not enough data | Not enough data | 

#### Operations

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Metrics** | Not enough data | Not enough data | Not enough data | 
| **Infrastructure management** | Not enough data | Not enough data | Not enough data | 
| **Collaboration** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Cataloging** | Not enough data | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Governing** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAP HANA Cloud** | N/A | N/A |
| **Amazon Redshift** | N/A | N/A |

#### System

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | Not enough data | Not enough data | 

#### Model Development

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Language Support** | Not enough data | Not enough data | Not enough data | 
| **Drag and Drop** | Not enough data | Not enough data | Not enough data | 
| **Pre-Built Algorithms** | Not enough data | Not enough data | Not enough data | 
| **Model Training** | Not enough data | Not enough data | Not enough data | 

#### Model Development

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Computer Vision** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Generation** | Not enough data | Not enough data | Not enough data | 
| **Artificial Neural Networks** | Not enough data | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Natural Language Understanding** | Not enough data | Not enough data | Not enough data | 
| **Deep Learning** | Not enough data | Not enough data | Not enough data | 

#### Deployment

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Managed Service** | Not enough data | Not enough data | Not enough data | 
| **Application** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 
| **AI Text-to-Image** | Not enough data | Not enough data | Not enough data | 

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

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.6/10 | 280 |
| **SAP HANA Cloud** | N/A | N/A |
| **Amazon Redshift** | 8.4/10 | 150 |

#### Data Management

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Data Integration** | 8.9 (229 reviews) ✓ Verified | Not enough data | 8.8 (135 reviews) ✓ Verified | 
| **Data Compression** | 8.3 (210 reviews) ✓ Verified | Not enough data | 8.4 (125 reviews) ✓ Verified | 
| **Data Quality** | 8.9 (218 reviews) ✓ Verified | Not enough data | 8.8 (131 reviews) ✓ Verified | 
| **Built-In Data Analytics** | 8.6 (221 reviews) ✓ Verified | Not enough data | 8.0 (127 reviews) ✓ Verified | 
| **In-Database Machine Learning** | 8.3 (204 reviews) ✓ Verified | Not enough data | 7.6 (102 reviews) ✓ Verified | 
| **Data Lake Analytics** | 8.6 (201 reviews) ✓ Verified | Not enough data | 8.3 (119 reviews) ✓ Verified | 

#### Integration

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **AI/ ML Integration** | 8.5 (205 reviews) ✓ Verified | Not enough data | 7.9 (101 reviews) ✓ Verified | 
| **BI Tool Integration** | 8.6 (218 reviews) ✓ Verified | Not enough data | 8.7 (129 reviews) ✓ Verified | 
| **Data lake Integration** | 8.6 (201 reviews) ✓ Verified | Not enough data | 8.6 (119 reviews) ✓ Verified | 

#### Deployment

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **On-Premise** | 7.8 (187 reviews) ✓ Verified | Not enough data | 8.1 (102 reviews) | 
| **Cloud** | 9.1 (228 reviews) ✓ Verified | Not enough data | 8.9 (131 reviews) ✓ Verified | 

#### Performance 

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Scalability** | 9.2 (240 reviews) ✓ Verified | Not enough data | 8.9 (136 reviews) ✓ Verified | 

#### Security

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Data Governance** | 8.7 (209 reviews) ✓ Verified | Not enough data | 8.7 (126 reviews) ✓ Verified | 
| **Data Security** | 9.1 (216 reviews) ✓ Verified | Not enough data | 8.8 (128 reviews) ✓ Verified | 

#### Generative AI

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **AI Text Generation** | 7.6 (127 reviews) | Not enough data | 7.3 (20 reviews) | 
| **AI Text Summarization** | 7.8 (124 reviews) | Not enough data | 7.2 (19 reviews) | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAP HANA Cloud** | 8.9/10 | 23 |
| **Amazon Redshift** | N/A | N/A |

#### Management

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Data dictionary** | Not enough data | 8.7 (21 reviews) | Not enough data | 
| **Data Replication** | Not enough data | 8.9 (22 reviews) | Not enough data | 
| **Query Language** | Not enough data | 9.1 (20 reviews) | Not enough data | 
| **Data Modeling** | Not enough data | 8.9 (21 reviews) | Not enough data | 
| **Performance Analysis** | Not enough data | 8.9 (20 reviews) | Not enough data | 

#### Maintenance

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Data Migration** | Not enough data | 8.6 (22 reviews) | Not enough data | 
| **Backup and Recovery** | Not enough data | 9.0 (22 reviews) | Not enough data | 
| **Multi-User Environment** | Not enough data | 8.7 (22 reviews) | Not enough data | 

#### Security

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Data Encryption** | Not enough data | 8.9 (21 reviews) | Not enough data | 
| **User Access Control** | Not enough data | 8.8 (23 reviews) | Not enough data | 

### Relational Databases

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAP HANA Cloud** | 8.5/10 | 299 |
| **Amazon Redshift** | N/A | N/A |

#### Management 

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Data Schema** | Not enough data | 8.5 (86 reviews) | Not enough data | 
| **Query Language** | Not enough data | 8.3 (86 reviews) | Not enough data | 
| **ACID - Complaint** | Not enough data | 8.4 (80 reviews) | Not enough data | 
| **Data Replication** | Not enough data | 8.6 (85 reviews) | Not enough data | 

#### Support 

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Text Search** | Not enough data | 8.3 (84 reviews) | Not enough data | 
| **Data Types** | Not enough data | 8.7 (89 reviews) | Not enough data | 
| **Languages** | Not enough data | 8.3 (87 reviews) | Not enough data | 
| **Operating Systems** | Not enough data | Feature Not Available | Not enough data | 

#### Security

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Database Locking** | Not enough data | 8.8 (82 reviews) | Not enough data | 
| **Access Control** | Not enough data | 8.6 (84 reviews) | Not enough data | 
| **Encryption** | Not enough data | 8.7 (82 reviews) | Not enough data | 
| **Authentication** | Not enough data | 8.8 (84 reviews) | Not enough data | 

#### Performance 

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Disaster Recovery** | Not enough data | 8.7 (82 reviews) | Not enough data | 
| **Data Concurrency** | Not enough data | 8.7 (80 reviews) | Not enough data | 
| **Workload Management** | Not enough data | 8.6 (84 reviews) | Not enough data | 
| **Advanced Indexing** | Not enough data | 8.6 (79 reviews) | Not enough data | 
| **Query Optimizer** | Not enough data | Feature Not Available | Not enough data | 

#### Database Features

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Storage** | Not enough data | 8.7 (214 reviews) | Not enough data | 
| **Availability** | Not enough data | 8.6 (217 reviews) | Not enough data | 
| **Stability** | Not enough data | 8.5 (221 reviews) | Not enough data | 
| **Scalability** | Not enough data | 8.6 (225 reviews) | Not enough data | 
| **Security** | Not enough data | 8.7 (214 reviews) | Not enough data | 
| **Data Manipulation** | Not enough data | 8.2 (205 reviews) | Not enough data | 
| **Query Language** | Not enough data | 8.2 (198 reviews) | Not enough data | 

### Columnar Databases

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.8/10 | 80 |
| **SAP HANA Cloud** | N/A | N/A |
| **Amazon Redshift** | 8.3/10 | 63 |

#### Storage

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Data Model** | 9.1 (69 reviews) | Not enough data | 8.4 (53 reviews) | 
| **Data Types** | 8.7 (69 reviews) | Not enough data | 8.4 (56 reviews) | 

#### Availability

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Auto Sharding** | 8.3 (61 reviews) | Not enough data | 8.6 (47 reviews) | 
| **Auto Recovery** | 8.5 (65 reviews) | Not enough data | 8.2 (50 reviews) | 
| **Data Replication** | 8.6 (67 reviews) | Not enough data | 8.4 (48 reviews) | 

#### Performance

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Integrated Cache** | 8.5 (64 reviews) | Not enough data | 8.2 (48 reviews) | 

#### Security

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Role-Based Authorization** | 8.7 (70 reviews) | Not enough data | 8.7 (47 reviews) | 
| **Authentication** | 8.8 (68 reviews) | Not enough data | 8.4 (52 reviews) | 
| **Audit Logs** | 8.4 (69 reviews) | Not enough data | 8.1 (47 reviews) | 
| **Encryption** | 8.6 (64 reviews) | Not enough data | 8.5 (48 reviews) | 

#### Support

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Multi-Model** | 8.7 (65 reviews) | Not enough data | 7.9 (43 reviews) | 
| **Operating Systems** | 8.8 (65 reviews) | Not enough data | 8.5 (47 reviews) | 

### Text Analysis

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAP HANA Cloud** | N/A | N/A |
| **Amazon Redshift** | N/A | N/A |

#### Setup

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Integration** | Not enough data | Not enough data | Not enough data | 
| **Maintenance** | Not enough data | Not enough data | Not enough data | 
| **No-Code** | Not enough data | Not enough data | Not enough data | 

#### Data

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Security** | Not enough data | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 

#### Analysis

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Automation** | Not enough data | Not enough data | Not enough data | 
| **Named entity recognition** | Not enough data | Not enough data | Not enough data | 
| **Keyphrase Extraction** | Not enough data | Not enough data | Not enough data | 
| **Topic Analysis** | Not enough data | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | Not enough data | 
| **Language Identification** | Not enough data | Not enough data | Not enough data | 
| **Syntax/Part of Speech Parsing** | Not enough data | Not enough data | Not enough data | 

#### Customization

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Pre-Built Parameterization** | Not enough data | Not enough data | Not enough data | 
| **Custom Extension** | Not enough data | Not enough data | Not enough data | 
| **Compositionality** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Data Clean Room

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 9.2/10 | 31 |
| **SAP HANA Cloud** | N/A | N/A |
| **Amazon Redshift** | N/A | N/A |

#### Centralized computation

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Centralized Computation** | 9.0 (26 reviews) | Not enough data | Not enough data | 

#### Localized computation

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Localized computation** | 8.5 (27 reviews) | Not enough data | Not enough data | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAP HANA Cloud** | N/A | N/A |
| **Amazon Redshift** | N/A | N/A |

#### Integration - Machine Learning

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Integration** | Not enough data | Not enough data | Not enough data | 

#### Learning - Machine Learning

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Training Data** | Not enough data | Not enough data | Not enough data | 
| **Actionable Insights** | Not enough data | Not enough data | Not enough data | 
| **Algorithm** | Not enough data | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.6/10 | 84 |
| **SAP HANA Cloud** | 8.5/10 | 12 |
| **Amazon Redshift** | N/A | N/A |

#### Statistical Tool

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Scripting** | 8.7 (78 reviews) | 8.2 (10 reviews) | Not enough data | 
| **Data Mining** | 9.0 (78 reviews) | 8.3 (11 reviews) | Not enough data | 
| **Algorithms** | 8.8 (80 reviews) | 8.8 (10 reviews) | Not enough data | 

#### Data Analysis

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Analysis** | 9.2 (79 reviews) | 8.8 (11 reviews) | Not enough data | 
| **Data Interaction** | 9.1 (79 reviews) | 8.5 (8 reviews) | Not enough data | 

#### Decision Making

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Modeling** | 8.8 (80 reviews) | 8.3 (10 reviews) | Not enough data | 
| **Data Visualizations** | 8.7 (77 reviews) | 9.5 (10 reviews) | Not enough data | 
| **Report Generation** | 8.7 (80 reviews) | 9.3 (10 reviews) | Not enough data | 
| **Data Unification** | 8.7 (77 reviews) | 9.3 (10 reviews) | Not enough data | 

#### Generative AI

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **AI Text Generation** | 7.5 (50 reviews) | 6.9 (9 reviews) | Not enough data | 
| **AI Text Summarization** | 7.8 (50 reviews) | 7.2 (9 reviews) | Not enough data | 

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.9/10 | 73 |
| **SAP HANA Cloud** | N/A | N/A |
| **Amazon Redshift** | N/A | N/A |

#### Marketing Operations

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

#### Campaign Activity

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

#### Agentic AI - Marketing Analytics

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

### Database as a Service (DBaaS)

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAP HANA Cloud** | 8.6/10 | 105 |
| **Amazon Redshift** | N/A | N/A |

#### Configuration

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Application Performance** | Not enough data | 8.7 (82 reviews) | Not enough data | 
| **Orchestration** | Not enough data | 8.5 (79 reviews) | Not enough data | 
| **Database Monitoring** | Not enough data | 8.7 (80 reviews) | Not enough data | 
| **Anomaly Detection** | Not enough data | 8.2 (74 reviews) | Not enough data | 
| **Network Security** | Not enough data | 8.7 (77 reviews) | Not enough data | 

#### Database Administration

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Provisioning** | Not enough data | 8.5 (78 reviews) | Not enough data | 
| **Governance** | Not enough data | 8.4 (78 reviews) | Not enough data | 
| **Auditing** | Not enough data | 8.4 (78 reviews) | Not enough data | 

#### Availability

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Scalability** | Not enough data | 8.7 (81 reviews) | Not enough data | 
| **Backup** | Not enough data | 8.5 (78 reviews) | Not enough data | 
| **Archiving** | Not enough data | 8.6 (76 reviews) | Not enough data | 
| **Indexing** | Not enough data | 8.6 (75 reviews) | Not enough data | 

#### Security

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Data Masking** | Not enough data | 8.7 (69 reviews) | Not enough data | 
| **Authentication And Single Sign-On** | Not enough data | 8.6 (72 reviews) | Not enough data | 
| **Data Anonymization** | Not enough data | 8.6 (72 reviews) | Not enough data | 

#### Data Management

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Data Replication** | Not enough data | 8.6 (74 reviews) | Not enough data | 
| **Advanced Data Analytics** | Not enough data | 8.6 (73 reviews) | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.8/10 | 215 |
| **SAP HANA Cloud** | N/A | N/A |
| **Amazon Redshift** | N/A | N/A |

#### Database

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Real-Time Data Collection** | 8.8 (175 reviews) | Not enough data | Not enough data | 
| **Data Distribution** | 8.9 (173 reviews) | Not enough data | Not enough data | 
| **Data Lake** | 8.8 (168 reviews) | Not enough data | Not enough data | 

#### Integrations

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Hadoop Integration** | 8.4 (136 reviews) | Not enough data | Not enough data | 
| **Spark Integration** | 8.5 (133 reviews) | Not enough data | Not enough data | 

#### Platform

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Machine Scaling** | 8.8 (150 reviews) | Not enough data | Not enough data | 
| **Data Preparation** | 8.9 (165 reviews) | Not enough data | Not enough data | 
| **Spark Integration** | 8.5 (133 reviews) | Not enough data | Not enough data | 

#### Processing

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Cloud Processing** | 9.2 (168 reviews) | Not enough data | Not enough data | 
| **Workload Processing** | 9.1 (161 reviews) | Not enough data | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.6/10 | 327 |
| **SAP HANA Cloud** | N/A | N/A |
| **Amazon Redshift** | N/A | N/A |

#### Data Transformation

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Real-Time Analytics** | 8.8 (285 reviews) | Not enough data | Not enough data | 
| **Data Querying** | 9.3 (294 reviews) | Not enough data | Not enough data | 

#### Connectivity

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Hadoop Integration** | 8.1 (251 reviews) | Not enough data | Not enough data | 
| **Spark Integration** | 8.2 (250 reviews) | Not enough data | Not enough data | 
| **Multi-Source Analysis** | 8.7 (279 reviews) | Not enough data | Not enough data | 
| **Data Lake** | 8.7 (270 reviews) | Not enough data | Not enough data | 

#### Operations

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Data Visualization** | 8.5 (279 reviews) | Not enough data | Not enough data | 
| **Data Workflow** | 8.7 (277 reviews) | Not enough data | Not enough data | 
| **Governed Discovery** | 8.3 (255 reviews) | Not enough data | Not enough data | 
| **Embedded Analytics** | 8.4 (262 reviews) | Not enough data | Not enough data | 
| **Notebooks** | 8.5 (254 reviews) | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAP HANA Cloud** | N/A | N/A |
| **Amazon Redshift** | N/A | N/A |

#### Building Reports

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | 

---
## Categories

**Unique to Google Cloud BigQuery (9):** [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), [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), [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [Data Clean Room Software](https://www.g2.com/categories/data-clean-room)

**Unique to SAP HANA Cloud (12):** [Data Virtualization Software](https://www.g2.com/categories/data-virtualization), [Database as a Service (DBaaS) Providers](https://www.g2.com/categories/database-as-a-service-dbaas), [Relational Databases](https://www.g2.com/categories/relational-databases), [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools), [Location Intelligence Software](https://www.g2.com/categories/location-intelligence), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Text Analysis Software](https://www.g2.com/categories/text-analysis), [Time Series Intelligence Software](https://www.g2.com/categories/time-series-intelligence), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Machine Learning Software](https://www.g2.com/categories/machine-learning)

**Unique to Amazon Redshift (3):** [Columnar Databases](https://www.g2.com/categories/columnar-databases), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | Google Cloud BigQuery | SAP HANA Cloud | Amazon Redshift | 
|---|---|---|---|
| **Small-Business** | 27.4% | 12.0% | 20.8% | 
| **Mid-Market** | 34.6% | 25.6% | 39.9% | 
| **Enterprise** | 38.1% | 62.3% | 39.3% | 

### By Industry

#### Google Cloud BigQuery

- **Information Technology and Services:** 15.9%
- **Computer Software:** 13.6%
- **Retail:** 7.0%
- **Financial Services:** 6.6%
- **Marketing and Advertising:** 5.2%
- **Consulting:** 3.5%
- **Telecommunications:** 2.8%
- **Banking:** 2.5%
- **Computer & Network Security:** 2.2%
- **Hospital & Health Care:** 1.9%
- **Other:** 38.7%

#### SAP HANA Cloud

- **Information Technology and Services:** 19.0%
- **Computer Software:** 7.7%
- **Retail:** 5.0%
- **Accounting:** 4.6%
- **Consumer Goods:** 3.6%
- **Oil & Energy:** 3.6%
- **Automotive:** 3.2%
- **Telecommunications:** 3.0%
- **Financial Services:** 2.6%
- **Chemicals:** 2.4%
- **Other:** 45.2%

#### Amazon Redshift

- **Information Technology and Services:** 15.3%
- **Computer Software:** 12.6%
- **Financial Services:** 7.7%
- **Retail:** 5.2%
- **Marketing and Advertising:** 4.7%
- **Telecommunications:** 4.7%
- **Hospital & Health Care:** 4.4%
- **Banking:** 3.8%
- **Pharmaceuticals:** 2.5%
- **Management Consulting:** 2.2%
- **Other:** 37.0%

---
## Alternatives

### Alternatives to Google Cloud BigQuery

- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (735 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (770 reviews)
- [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (375 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 (679 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 (2271 reviews)
- [Azure Synapse Analytics](https://www.g2.com/products/azure-synapse-analytics/reviews) — 4.4/5 stars (38 reviews)

### Alternatives to SAP HANA Cloud

- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (735 reviews)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (375 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (679 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2271 reviews)
- [Oracle Database](https://www.g2.com/products/oracle-database/reviews) — 4.3/5 stars (1010 reviews)
- [Amazon Relational Database Service (RDS)](https://www.g2.com/products/amazon-relational-database-service-rds/reviews) — 4.5/5 stars (906 reviews)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3646 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (770 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)

### Alternatives to Amazon Redshift

- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (735 reviews)
- [OpenText Vertica](https://www.g2.com/products/opentext-vertica/reviews) — 4.3/5 stars (216 reviews)
- [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (770 reviews)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (375 reviews)
- [Panoply](https://www.g2.com/products/panoply/reviews) — 4.5/5 stars (83 reviews)
- [SQL Server 2019](https://www.g2.com/products/sql-server-2019/reviews) — 4.5/5 stars (83 reviews)
- [IBM Netezza Performance Server](https://www.g2.com/products/ibm-netezza-performance-server/reviews) — 4.1/5 stars (84 reviews)
- [Oracle Exadata Cloud Service](https://www.g2.com/products/oracle-exadata-cloud-service/reviews) — 4.4/5 stars (44 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?"

### SAP HANA Cloud

- Title: [How is SAP HANA  makes data processing and transactions very fast](https://www.g2.com/discussions/35437-how-is-sap-hana-makes-data-processing-and-transactions-very-fast) — 2 comments, 1 upvote
  > **Top comment:** "by minimizing the no. of business process steps by 30 to 40%"
- Title: [SAP HANA Vs Oracle](https://www.g2.com/discussions/12752-sap-hana-vs-oracle) — 2 comments, 1 upvote
  > **Top comment:** "HANA is in-memory database delivered with its appliance, can compress the data at its optimized size which helps to lower the size of DB to be used in..."
- Title: [Why does SAP HANA  take a lot of time when I start it.](https://www.g2.com/discussions/why-does-sap-hana-take-a-lot-of-time-when-i-start-it) — 1 comment, 1 upvote
  > **Top comment:** "SAP HANA may take longer to start due to factors such as large data size, inadequate hardware resources, configuration issues, database consistency checks,..."
- Title: [no question at all](https://www.g2.com/discussions/no-question-at-all) — 1 comment, 1 upvote
  > **Top comment:** "Where we are headed regarding the complete SAP Business Suite. "
- Title: [HANA What is Next](https://www.g2.com/discussions/hana-what-is-next) — 1 comment, 1 upvote
  > **Top comment:** "HANA what is next ?question is tricky, see HANA is a in memory DB with its certified appliance, a strong DB fighting against the traditional DBs like Oracle,..."

### Amazon Redshift

- Title: [When can I use Amazon redshift?](https://www.g2.com/discussions/when-can-i-use-amazon-redshift) — 3 comments
  > **Top comment:** "You can use it in Datawarehousing. "
- Title: [Should I use with a data mart for a frontend tool that make request on it ?](https://www.g2.com/discussions/should-i-use-with-a-data-mart-for-a-frontend-tool-that-make-request-on-it) — 3 comments, 3 upvotes
  > **Top comment:** "Hi Mehdi 

Can you elaborate your question? 

AWS Redshift is a DataBase/Data Warehouse service, which is Ideal for Analytical use cases. 

You can..."
- Title: [What are the characteristics of redshift?](https://www.g2.com/discussions/what-are-the-characteristics-of-redshift) — 2 comments
  > **Top comment:** "Redshift is mainly used for Big data and analytics to store the data in columner format. Retrieve the data is very fast and parallel processing also most..."
- Title: [Is Amazon redshift good for large datasets considering its cost.](https://www.g2.com/discussions/is-amazon-redshift-good-for-large-datasets-considering-its-cost) — 2 comments, 1 upvote
  > **Top comment:** "its costly"
- Title: [What does Amazon redshift do?](https://www.g2.com/discussions/what-does-amazon-redshift-do) — 2 comments
  > **Top comment:** "Redshift is data warehouse where data reside on cloud and on top of that we can query the required data."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/google-cloud-bigquery-vs-sap-hana-cloud-2025-10-01-vs-amazon-redshift)