# Amazon Redshift vs Google Cloud BigQuery Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Google Cloud BigQuery excels in scalability, allowing users to manage millions of data points without performance degradation. This is particularly beneficial for organizations that require robust data handling capabilities, as highlighted by users who appreciate its seamless integration with various services, both on-premises and cloud-based.
- **Users say** that Amazon Redshift offers impressive query performance on large datasets, making it a reliable choice for structured data workloads. Reviewers commend its strong integration with the AWS ecosystem, which enhances its usability for businesses already invested in Amazon's services.
- **According to verified reviews** , Google Cloud BigQuery's user-friendly interface and managed service model are frequently praised. Users find it easy to set up and utilize, with one reviewer noting its improved AI features that enhance the overall data warehousing experience, likening it to a more intuitive platform.
- **Reviewers mention** that while Amazon Redshift is easy to connect with other software, it sometimes lacks the advanced features that BigQuery offers, particularly in terms of built-in data analytics and machine learning capabilities. This can be a deciding factor for users looking for a more comprehensive data solution.
- **G2 reviewers highlight** that Google Cloud BigQuery's ability to ingest data from various sources and integrate it into dashboards like Tines and Looker Studio is a significant advantage. This flexibility allows teams to visualize and analyze data more effectively, which is crucial for data-driven decision-making.
- **Users report** that while both platforms are generally easy to use, Amazon Redshift has a slight edge in terms of support quality, with reviewers noting its reliability for reporting and business intelligence tasks. However, BigQuery's overall higher satisfaction scores indicate a stronger preference among users for its comprehensive features and performance.



| | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 404 | 1,223 | 
| **Largest Market Segment** | Mid-Market (40.4% of reviews) | Enterprise (38.5% of reviews) | 
| **Entry Level Price** | $1.22 - $3.26  Per hour | Free | 

---
## Top Pros & Cons

### Amazon Redshift

Pros:
- Fast Querying (5 reviews)
- Integrations (5 reviews)

Cons:
- Feature Limitations (4 reviews)
- Software Limitations (4 reviews)

### Google Cloud BigQuery

Pros:
- Ease of Use (129 reviews)
- Speed (126 reviews)

Cons:
- Expensive (112 reviews)
- Query Issues (65 reviews)

---
## Ratings Comparison
| Rating | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
  | **Meets Requirements** | 8.7 (286 reviews) | 8.8 (620 reviews) | 
  | **Ease of Use** | 8.7 (286 reviews) | 8.7 (638 reviews) | 
  | **Ease of Setup** | 8.6 (143 reviews) | 8.7 (410 reviews) | 
  | **Ease of Admin** | 8.4 (130 reviews) | 8.5 (225 reviews) | 
  | **Quality of Support** | 8.5 (269 reviews) | 8.3 (562 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.7 (129 reviews) | 8.6 (219 reviews) | 
  | **Product Direction (% positive)** | 8.9 (256 reviews) | 9.2 (606 reviews) | 

---
## Pricing

### 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

### 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

---
## Features Comparison By Category

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | N/A | N/A |
| **Google Cloud BigQuery** | 8.9/10 | 126 |

#### Management

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Reporting** | Not enough data | 8.5 (110 reviews) | 
| **Auditing** | Not enough data | 8.3 (108 reviews) | 

#### Functionality

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Extraction** | Not enough data | 8.9 (109 reviews) | 
| **Transformation** | Not enough data | 9.0 (112 reviews) | 
| **Loading** | Not enough data | 8.9 (113 reviews) | 
| **Automation** | Not enough data | 8.8 (113 reviews) | 
| **Scalability** | Not enough data | 9.3 (111 reviews) | 

#### 

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Data Mapping** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Charting** | Not enough data | Not enough data | 
| **Integration Management** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Match & Merge** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 
| **Pipeline Management** | Not enough data | Not enough data | 
| **Job Scheduling** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Data Quality Control** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Version Control** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Accounting Integration** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **eCommerce Management** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **CRM** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Performance Management** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Data Replication** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Database Support** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Data Analysis Tools** | Not enough data | Not enough data | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | 8.4/10 | 152 |
| **Google Cloud BigQuery** | 8.6/10 | 269 |

#### Data Management

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Data Integration** | 8.8 (137 reviews) ✓ Verified | 8.9 (215 reviews) ✓ Verified | 
| **Data Compression** | 8.4 (125 reviews) ✓ Verified | 8.2 (196 reviews) ✓ Verified | 
| **Data Quality** | 8.8 (131 reviews) ✓ Verified | 8.8 (204 reviews) ✓ Verified | 
| **Built-In Data Analytics** | 8.0 (127 reviews) ✓ Verified | 8.5 (207 reviews) ✓ Verified | 
| **In-Database Machine Learning** | 7.6 (102 reviews) ✓ Verified | 8.2 (190 reviews) ✓ Verified | 
| **Data Lake Analytics** | 8.3 (119 reviews) ✓ Verified | 8.6 (187 reviews) ✓ Verified | 

#### Integration

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **AI/ ML Integration** | 7.8 (102 reviews) ✓ Verified | 8.4 (191 reviews) ✓ Verified | 
| **BI Tool Integration** | 8.7 (130 reviews) ✓ Verified | 8.5 (204 reviews) ✓ Verified | 
| **Data lake Integration** | 8.6 (119 reviews) ✓ Verified | 8.5 (187 reviews) ✓ Verified | 

#### Deployment

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **On-Premise** | 8.1 (102 reviews) | 7.7 (173 reviews) ✓ Verified | 
| **Cloud** | 8.9 (133 reviews) ✓ Verified | 9.1 (215 reviews) ✓ Verified | 

#### Performance 

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Scalability** | 8.9 (138 reviews) ✓ Verified | 9.1 (226 reviews) ✓ Verified | 

#### Security

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Data Governance** | 8.7 (126 reviews) ✓ Verified | 8.8 (195 reviews) ✓ Verified | 
| **Data Security** | 8.8 (128 reviews) ✓ Verified | 9.1 (202 reviews) ✓ Verified | 

#### Generative AI

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **AI Text Generation** | 7.3 (20 reviews) | 7.5 (113 reviews) | 
| **AI Text Summarization** | 7.2 (19 reviews) | 7.6 (110 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 

#### 

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Parallel Processing** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **In-Database Processing** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Match & Merge** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **In-Memory Processing** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 

### Columnar Databases

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | 8.3/10 | 63 |
| **Google Cloud BigQuery** | 8.7/10 | 76 |

#### Storage

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Data Model** | 8.4 (53 reviews) | 9.0 (64 reviews) | 
| **Data Types** | 8.4 (56 reviews) | 8.7 (64 reviews) | 

#### Availability

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Auto Sharding** | 8.6 (47 reviews) | 8.3 (56 reviews) | 
| **Auto Recovery** | 8.2 (50 reviews) | 8.5 (60 reviews) | 
| **Data Replication** | 8.4 (48 reviews) | 8.5 (62 reviews) | 

#### Performance

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Integrated Cache** | 8.2 (48 reviews) | 8.5 (59 reviews) | 

#### Security

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Role-Based Authorization** | 8.7 (47 reviews) | 8.6 (65 reviews) | 
| **Authentication** | 8.4 (52 reviews) | 8.7 (63 reviews) | 
| **Audit Logs** | 8.1 (47 reviews) | 8.4 (64 reviews) | 
| **Encryption** | 8.5 (48 reviews) | 8.5 (59 reviews) | 

#### Support

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Multi-Model** | 7.9 (43 reviews) | 8.6 (60 reviews) | 
| **Operating Systems** | 8.5 (47 reviews) | 8.8 (60 reviews) | 

### Data Clean Room

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | N/A | N/A |
| **Google Cloud BigQuery** | 8.9/10 | 24 |

#### Centralized computation

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Centralized Computation** | Not enough data | 8.6 (18 reviews) | 

#### Localized computation

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Localized computation** | Not enough data | 8.1 (19 reviews) | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | N/A | N/A |
| **Google Cloud BigQuery** | 8.6/10 | 80 |

#### Statistical Tool

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Scripting** | Not enough data | 8.6 (73 reviews) | 
| **Data Mining** | Not enough data | 8.9 (73 reviews) | 
| **Algorithms** | Not enough data | 8.8 (75 reviews) | 

#### Data Analysis

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Analysis** | Not enough data | 9.2 (74 reviews) | 
| **Data Interaction** | Not enough data | 9.1 (74 reviews) | 
| **Time Series Analysis** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 

#### Decision Making

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Modeling** | Not enough data | 8.8 (75 reviews) | 
| **Data Visualizations** | Not enough data | 8.6 (72 reviews) | 
| **Report Generation** | Not enough data | 8.7 (75 reviews) | 
| **Data Unification** | Not enough data | 8.7 (72 reviews) | 
| **Customizable Reports** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **AI Text Generation** | Not enough data | 7.4 (45 reviews) | 
| **AI Text Summarization** | Not enough data | 7.6 (45 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 

#### 

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Demand Forecasting** | Not enough data | Not enough data | 
| **AI/Machine Learning** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **For Healthcare** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Decision Support** | Not enough data | Not enough data | 
| **Modeling & Simulation** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **For Retail** | Not enough data | Not enough data | 
| **For Education** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Graphical Workflow Editor** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Business Rules Management** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Clustering** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Classification** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | N/A | N/A |
| **Google Cloud BigQuery** | 8.9/10 | 70 |

#### Marketing Operations

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **ROI Tracking** | Not enough data | 8.8 (61 reviews) | 
| **Data Collection** | Not enough data | 9.2 (60 reviews) | 
| **Customer Insights** | Not enough data | 8.9 (60 reviews) | 
| **Multi-User Access** | Not enough data | 9.3 (61 reviews) | 
| **Spend Management** | Not enough data | 8.8 (59 reviews) | 
| **White Label** | Not enough data | 8.4 (58 reviews) | 
| **Multi-Channel Data Collection** | Not enough data | Not enough data | 
| **Engagement Tracking** | Not enough data | Not enough data | 
| **Keyword Tracking** | Not enough data | Not enough data | 
| **Behavior Tracking** | Not enough data | Not enough data | 
| **Campaign Tracking** | Not enough data | Not enough data | 
| **Conversion Tracking** | Not enough data | Not enough data | 
| **SEO Management** | Not enough data | Not enough data | 
| **Tag Management** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Click Tracking** | Not enough data | Not enough data | 
| **Contact Management** | Not enough data | Not enough data | 
| **Content Management** | Not enough data | Not enough data | 
| **Lead Management** | Not enough data | Not enough data | 
| **Email Management** | Not enough data | Not enough data | 
| **Campaign Management** | Not enough data | Not enough data | 
| **Channel Management** | Not enough data | Not enough data | 
| **Template Management** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 

#### Campaign Activity

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Campaign Insights** | Not enough data | 9.0 (63 reviews) | 
| **Reports and Dashboards** | Not enough data | 9.4 (63 reviews) | 
| **Campaign Stickiness** | Not enough data | 8.6 (60 reviews) | 
| **Multichannel Tracking** | Not enough data | 9.2 (57 reviews) | 
| **Brand Optimization** | Not enough data | 8.9 (58 reviews) | 
| **Predictive Analytics** | Not enough data | 9.0 (60 reviews) | 
| **Multi-Campaign** | Not enough data | Not enough data | 
| **Campaign Analytics** | Not enough data | Not enough data | 
| **Website Analytics** | Not enough data | Not enough data | 
| **Conversion Rate Optimization** | Not enough data | Not enough data | 
| **Drip Campaigns** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 

#### Agentic AI - Marketing Analytics

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.8 (11 reviews) | 
| **Cross-system Integration** | Not enough data | 9.6 (12 reviews) | 
| **Proactive Assistance** | Not enough data | 8.3 (11 reviews) | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Social Media Integration** | Not enough data | Not enough data | 

#### 

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Event Marketing** | Not enough data | Not enough data | 
| **Social Promotion** | Not enough data | Not enough data | 
| **Multi-Channel Marketing** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Lead Generation** | Not enough data | Not enough data | 
| **Campaign Segmentation** | Not enough data | Not enough data | 
| **Customizable Forms** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Email Templates** | Not enough data | Not enough data | 
| **Web Forms** | Not enough data | Not enough data | 
| **Lead Capture** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Campaign Planning** | Not enough data | Not enough data | 
| **A/B Testing** | Not enough data | Not enough data | 
| **CRM** | Not enough data | Not enough data | 
| **Customer Segmentation** | Not enough data | Not enough data | 
| **Campaign Scheduling** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Autoresponders** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Event Triggered Actions** | Not enough data | Not enough data | 
| **Email Marketing** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Customizable Fields** | Not enough data | Not enough data | 
| **Contact Database** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Data Source Connectors** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Multi-Channel Attribution** | Not enough data | Not enough data | 
| **Customer Journey Mapping** | Not enough data | Not enough data | 
| **KPI Monitoring** | Not enough data | Not enough data | 
| **Cohort Analysis** | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | N/A | N/A |
| **Google Cloud BigQuery** | 8.7/10 | 204 |

#### Database

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Real-Time Data Collection** | Not enough data | 8.7 (162 reviews) | 
| **Data Distribution** | Not enough data | 8.9 (160 reviews) | 
| **Data Lake** | Not enough data | 8.7 (155 reviews) | 

#### Integrations

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Hadoop Integration** | Not enough data | 8.2 (123 reviews) | 
| **Spark Integration** | Not enough data | 8.4 (120 reviews) | 

#### Platform

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Machine Scaling** | Not enough data | 8.7 (137 reviews) | 
| **Data Preparation** | Not enough data | 8.8 (152 reviews) | 
| **Spark Integration** | Not enough data | 8.4 (120 reviews) | 

#### Processing

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Cloud Processing** | Not enough data | 9.2 (155 reviews) | 
| **Workload Processing** | Not enough data | 9.0 (148 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | N/A | N/A |
| **Google Cloud BigQuery** | 8.5/10 | 320 |

#### Data Transformation

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Real-Time Analytics** | Not enough data | 8.8 (277 reviews) | 
| **Data Querying** | Not enough data | 9.3 (286 reviews) | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Connectivity

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Hadoop Integration** | Not enough data | 8.0 (243 reviews) | 
| **Spark Integration** | Not enough data | 8.1 (242 reviews) | 
| **Multi-Source Analysis** | Not enough data | 8.7 (271 reviews) | 
| **Data Lake** | Not enough data | 8.7 (262 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **What-if Analysis** | Not enough data | Not enough data | 
| **Statistical Analysis** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Operations

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Data Visualization** | Not enough data | 8.4 (271 reviews) | 
| **Data Workflow** | Not enough data | 8.6 (269 reviews) | 
| **Governed Discovery** | Not enough data | 8.3 (247 reviews) | 
| **Embedded Analytics** | Not enough data | 8.4 (254 reviews) | 
| **Notebooks** | Not enough data | 8.5 (246 reviews) | 
| **Data Discovery** | Not enough data | Not enough data | 

#### 

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Data Warehousing** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Templates** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Cleansing** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **No-Code** | Not enough data | Not enough data | 
| **High Volume Processing** | Not enough data | Not enough data | 
| **Database Support** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

### Big Data

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

#### Building Reports

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Platform

| Feature | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **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 | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (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)


**Unique to Google Cloud BigQuery (6):** [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 Clean Room Software](https://www.g2.com/categories/data-clean-room)


---
## Reviewer Demographics

### By Company Size

| Segment | Amazon Redshift | Google Cloud BigQuery | 
|---|---|---|
| **Small-Business** | 20.6% | 27.5% | 
| **Mid-Market** | 40.4% | 34.0% | 
| **Enterprise** | 39.0% | 38.5% | 

### By Industry

#### Amazon Redshift

- **Information Technology and Services:** 15.3%
- **Computer Software:** 12.5%
- **Financial Services:** 7.6%
- **Retail:** 5.4%
- **Marketing and Advertising:** 4.9%
- **Telecommunications:** 4.6%
- **Hospital & Health Care:** 4.4%
- **Banking:** 3.8%
- **Pharmaceuticals:** 2.5%
- **Management Consulting:** 2.2%
- **Other:** 36.8%

#### Google Cloud BigQuery

- **Information Technology and Services:** 14.9%
- **Computer Software:** 13.6%
- **Retail:** 7.1%
- **Financial Services:** 6.7%
- **Marketing and Advertising:** 5.2%
- **Consulting:** 3.6%
- **Telecommunications:** 2.8%
- **Banking:** 2.6%
- **Computer & Network Security:** 2.3%
- **Hospital & Health Care:** 2.0%
- **Other:** 39.2%

---
## Alternatives

### Alternatives to Amazon Redshift

- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (763 reviews)
- [Rocket Vertica](https://www.g2.com/products/rocket-vertica/reviews) — 4.3/5 stars (216 reviews)
- [Cloudera](https://www.g2.com/products/cloudera/reviews) — 4.1/5 stars (136 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1358 reviews)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (683 reviews)
- [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) — 4.3/5 stars (376 reviews)
- [IBM Netezza Performance Server](https://www.g2.com/products/ibm-netezza-performance-server/reviews) — 4.1/5 stars (84 reviews)
- [SQL Server 2019](https://www.g2.com/products/sql-server-2019/reviews) — 4.5/5 stars (83 reviews)
- [Panoply](https://www.g2.com/products/panoply/reviews) — 4.5/5 stars (83 reviews)
- [Oracle Exadata Cloud Service](https://www.g2.com/products/oracle-exadata-cloud-service/reviews) — 4.4/5 stars (44 reviews)

### Alternatives to Google Cloud BigQuery

- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (763 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1358 reviews)
- [Cloudera](https://www.g2.com/products/cloudera/reviews) — 4.1/5 stars (136 reviews)
- [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) — 4.3/5 stars (376 reviews)
- [Rocket Vertica](https://www.g2.com/products/rocket-vertica/reviews) — 4.3/5 stars (216 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (891 reviews)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (683 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 (2286 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (620 reviews)

---
## Top Discussions

### 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."

### 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?"

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