# Google Cloud BigQuery vs Rubrik Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Google Cloud BigQuery excels in handling large datasets with impressive speed, allowing users to perform **super fast querying** without the need for server management. This serverless architecture is particularly beneficial for frequent data analysis workloads.
- **Users say** that Rubrik stands out for its **ease of use** and intuitive interface, making it a favorite among backup administrators. Reviewers appreciate how quickly new team members can be onboarded, thanks to the clean UI and straightforward setup process.
- **According to verified reviews** , Google Cloud BigQuery's free tier is a significant advantage for smaller datasets, helping users manage costs effectively while still accessing a robust enterprise tool. This feature is particularly appealing for businesses looking to scale without immediate financial pressure.
- **Reviewers mention** that Rubrik's dashboard customization options enhance user experience, allowing businesses to tailor the interface to their specific needs. This flexibility is often highlighted as a key factor in simplifying daily operations.
- **G2 reviewers highlight** that while Google Cloud BigQuery has a higher overall satisfaction score, Rubrik's strong performance in areas like **backup and recovery speeds** makes it a reliable choice for organizations focused on data protection and threat detection.
- **Users report** that both products have their strengths, but Google Cloud BigQuery's integration with other Google Cloud services provides a seamless experience for users already within that ecosystem, enhancing its appeal for enterprises looking for comprehensive data solutions.



| | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 1,235 | 159 | 
| **Largest Market Segment** | Enterprise (38.1% of reviews) | Mid-Market (41.2% 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)

### Rubrik

Pros:
- Ease of Use (49 reviews)
- Backup Solutions (32 reviews)

Cons:
- Expensive (17 reviews)
- Limited Features (11 reviews)

---
## Ratings Comparison
| Rating | Google Cloud BigQuery | Rubrik | 
|---|---|---|
  | **Meets Requirements** | 8.8 (633 reviews) | 8.8 (117 reviews) | 
  | **Ease of Use** | 8.7 (650 reviews) | 9.1 (122 reviews) | 
  | **Ease of Setup** | 8.7 (422 reviews) | 8.9 (109 reviews) | 
  | **Ease of Admin** | 8.5 (225 reviews) | 9.0 (82 reviews) | 
  | **Quality of Support** | 8.3 (575 reviews) | 8.9 (114 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (219 reviews) | 9.1 (81 reviews) | 
  | **Product Direction (% positive)** | 9.3 (618 reviews) | 9.5 (118 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

### Rubrik

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Server Backup

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Rubrik** | 9.1/10 | 87 |

#### Compatibility 

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **File Server Backup** | Not enough data | 9.2 (59 reviews) | 
| **Database Server Backup** | Not enough data | 9.2 (65 reviews) | 
| **Virtual Machines** | Not enough data | 9.4 (62 reviews) | 
| **Repository Models** | Not enough data | 8.9 (49 reviews) | 

#### Management

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Continuous Backup** | Not enough data | 9.2 (55 reviews) | 
| **Disaster Recovery** | Not enough data | 9.0 (63 reviews) | 
| **Storage Capacity** | Not enough data | 8.6 (59 reviews) | 
| **Remote Backup** | Not enough data | 9.3 (55 reviews) | 
| **Activity Monitoring** | Not enough data | 9.3 (57 reviews) | 

#### Compliance

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Security Standards** | Not enough data | 9.1 (62 reviews) | 
| **Cloud Data Protection** | Not enough data | 8.9 (60 reviews) | 
| **Data Deduplication** | Not enough data | 9.1 (53 reviews) | 

#### Agentic AI - Server Backup

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | 8.6 (6 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Cloud Data Security

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

#### Data Protection

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Data Masking** | Not enough data | Not enough data | 
| **Data Encryption/Security** | Not enough data | Not enough data | 
| **Data loss Prevention** | Not enough data | Not enough data | 
| **Anomoly Detection** | Not enough data | Not enough data | 
| **Sensitive Data Compliance** | Not enough data | Not enough data | 

#### Analysis

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Cloud Gap Analytics** | Not enough data | Not enough data | 
| **Compliance Monitoring** | Not enough data | Not enough data | 
| **User Analytics** | Not enough data | Not enough data | 

#### Administration

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Auditing** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Access Control** | Not enough data | Not enough data | 

### ETL Tools

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

#### Management

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

#### Functionality

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **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 | 

### Cloud Management Platforms

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Rubrik** | 8.8/10 | 23 |

#### Functionality

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Cloud Consolidation** | Not enough data | 8.7 (21 reviews) | 
| **Cloud Orchestration** | Not enough data | 9.0 (21 reviews) | 
| **Cloud Optimization** | Not enough data | 9.0 (21 reviews) | 

#### Management

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Cloud Cost Analytics** | Not enough data | 8.2 (18 reviews) | 
| **Cloud Security** | Not enough data | 9.3 (21 reviews) | 
| **Cloud Resource Management** | Not enough data | 8.5 (21 reviews) | 
| **Cloud Backup and Recovery** | Not enough data | 9.2 (23 reviews) | 

#### Agentic AI - Cloud Management Platforms

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Data Replication

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Rubrik** | 8.8/10 | 37 |

#### Management

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Real-Time Analytics** | Not enough data | 8.8 (33 reviews) | 
| **Solution Integration** | Not enough data | 8.8 (34 reviews) | 
| **Infrastructure Compatibility** | Not enough data | 9.0 (36 reviews) | 
| **Monitoring** | Not enough data | 9.1 (35 reviews) | 

#### Solution Provision

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **System Failover** | Not enough data | 9.0 (32 reviews) | 
| **Pay by Usage** | Not enough data | 8.1 (31 reviews) | 
| **Service Provision** | Not enough data | 8.9 (32 reviews) | 

### ServiceNow Store Apps

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

#### ServiceNow Apps

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **ServiceNow Integration** | Not enough data | Not enough data | 
| **Value** | Not enough data | Not enough data | 

#### Agentic AI - ServiceNow Store Apps

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **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 | 
| **Proactive Assistance** | Not enough data | Not enough data | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.6/10 | 279 |
| **Rubrik** | 8.8/10 | 9 |

#### Data Management

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Data Integration** | 8.9 (227 reviews) ✓ Verified | 8.5 (8 reviews) ✓ Verified | 
| **Data Compression** | 8.3 (208 reviews) ✓ Verified | 9.0 (8 reviews) ✓ Verified | 
| **Data Quality** | 8.8 (216 reviews) ✓ Verified | 9.2 (8 reviews) ✓ Verified | 
| **Built-In Data Analytics** | 8.6 (219 reviews) ✓ Verified | 9.4 (6 reviews) ✓ Verified | 
| **In-Database Machine Learning** | 8.3 (202 reviews) ✓ Verified | 8.3 (6 reviews) ✓ Verified | 
| **Data Lake Analytics** | 8.6 (199 reviews) ✓ Verified | 8.6 (6 reviews) ✓ Verified | 

#### Integration

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **AI/ ML Integration** | 8.5 (203 reviews) ✓ Verified | 8.1 (6 reviews) ✓ Verified | 
| **BI Tool Integration** | 8.6 (216 reviews) ✓ Verified | 8.5 (8 reviews) ✓ Verified | 
| **Data lake Integration** | 8.5 (199 reviews) ✓ Verified | 7.8 (6 reviews) ✓ Verified | 

#### Deployment

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **On-Premise** | 7.7 (185 reviews) ✓ Verified | 9.2 (8 reviews) ✓ Verified | 
| **Cloud** | 9.1 (226 reviews) ✓ Verified | 9.1 (9 reviews) ✓ Verified | 

#### Performance 

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Scalability** | 9.2 (238 reviews) ✓ Verified | 9.3 (9 reviews) ✓ Verified | 

#### Security

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Data Governance** | 8.8 (207 reviews) ✓ Verified | 9.0 (7 reviews) ✓ Verified | 
| **Data Security** | 9.1 (214 reviews) ✓ Verified | 9.2 (8 reviews) ✓ Verified | 

#### Generative AI

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **AI Text Generation** | 7.6 (125 reviews) | Not enough data | 
| **AI Text Summarization** | 7.8 (122 reviews) | Not enough data | 

### Columnar Databases

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

#### Storage

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

#### Availability

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

#### Security

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **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 | Rubrik | 
|---|---|---|
| **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 |
| **Rubrik** | N/A | N/A |

#### Centralized computation

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

#### Localized computation

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

### Data Security Posture Management (DSPM)

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

#### Discovery & Classification - Data Security Posture Management (DSPM)

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Continuous real‑time monitoring** | Not enough data | Not enough data | 
| **Discover & classify sensitive data** | Not enough data | Not enough data | 
| **Custom classification support** | Not enough data | Not enough data | 

#### Risk Prioritization - Data Security Posture Management (DSPM)

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Detect excessive entitlements & toxic combinations** | Not enough data | Not enough data | 
| **Compliance posture assessment** | Not enough data | Not enough data | 
| **Risk‑based exposure scoring** | Not enough data | Not enough data | 

#### Remediation & Governance - Data Security Posture Management (DSPM)

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Guided remediation actions** | Not enough data | Not enough data | 
| **Integration with enforcement tools** | Not enough data | Not enough data | 
| **Track remediation progress & trends** | Not enough data | Not enough data | 

### Predictive Analytics

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

#### Statistical Tool

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

#### Decision Making

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

### Cloud Security

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

#### Cloud Visibility

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Data Discovery** | Not enough data | Not enough data | 
| **Cloud Registry** | Not enough data | Not enough data | 
| **Cloud Gap Analytics** | Not enough data | Not enough data | 

#### Security

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Data Security** | Not enough data | Not enough data | 
| **Data loss Prevention** | Not enough data | Not enough data | 
| **Security Auditing** | Not enough data | Not enough data | 

#### Identity

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **SSO** | Not enough data | Not enough data | 
| **Governance** | Not enough data | Not enough data | 
| **User Analytics** | Not enough data | Not enough data | 

### Data Security

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

#### Compliance

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Access Management** | Not enough data | Not enough data | 
| **At-Risk Analysis** | Not enough data | Not enough data | 
| **DLP Configuration** | Not enough data | Not enough data | 
| **Sensitive Data Compliance** | Not enough data | Not enough data | 

#### Administration

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Database Management** | Not enough data | Not enough data | 
| **Deduplication ** | Not enough data | Not enough data | 
| **Backup** | Not enough data | Not enough data | 
| **API / integrations** | Not enough data | Not enough data | 

#### Security 

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Multi-Factor Authentication** | Not enough data | Not enough data | 
| **Data Transport** | Not enough data | Not enough data | 
| **Data Types** | Not enough data | Not enough data | 
| **Security Tools** | Not enough data | Not enough data | 

### Backup

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

#### Management

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Disaster Recovery** | Not enough data | Not enough data | 
| **Remote Backup** | Not enough data | Not enough data | 
| **Storage Formats** | Not enough data | Not enough data | 
| **Scheduled Backups** | Not enough data | Not enough data | 
| **On-Demand Restoration** | Not enough data | Not enough data | 

#### Reporting

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Activity Monitoring** | Not enough data | Not enough data | 
| **Documentation** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 

#### Security

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | 
| **Security and Compliance** | Not enough data | Not enough data | 
| **Deduplication ** | Not enough data | Not enough data | 

### Marketing Analytics

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

#### Marketing Operations

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **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 | Rubrik | 
|---|---|---|
| **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 | Rubrik | 
|---|---|---|
| **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 |
| **Rubrik** | N/A | N/A |

#### Database

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Real-Time Data Collection** | 8.8 (173 reviews) | Not enough data | 
| **Data Distribution** | 8.9 (171 reviews) | Not enough data | 
| **Data Lake** | 8.7 (166 reviews) | Not enough data | 

#### Integrations

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Hadoop Integration** | 8.3 (134 reviews) | Not enough data | 
| **Spark Integration** | 8.5 (131 reviews) | Not enough data | 

#### Platform

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Machine Scaling** | 8.8 (148 reviews) | Not enough data | 
| **Data Preparation** | 8.9 (163 reviews) | Not enough data | 
| **Spark Integration** | 8.5 (131 reviews) | Not enough data | 

#### Processing

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Cloud Processing** | 9.2 (166 reviews) | Not enough data | 
| **Workload Processing** | 9.1 (159 reviews) | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.6/10 | 327 |
| **Rubrik** | N/A | N/A |

#### Data Transformation

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Real-Time Analytics** | 8.8 (284 reviews) | Not enough data | 
| **Data Querying** | 9.3 (293 reviews) | Not enough data | 

#### Connectivity

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Hadoop Integration** | 8.1 (250 reviews) | Not enough data | 
| **Spark Integration** | 8.2 (249 reviews) | Not enough data | 
| **Multi-Source Analysis** | 8.7 (278 reviews) | Not enough data | 
| **Data Lake** | 8.7 (269 reviews) | Not enough data | 

#### Operations

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Data Visualization** | 8.5 (278 reviews) | Not enough data | 
| **Data Workflow** | 8.7 (276 reviews) | Not enough data | 
| **Governed Discovery** | 8.3 (254 reviews) | Not enough data | 
| **Embedded Analytics** | 8.4 (261 reviews) | Not enough data | 
| **Notebooks** | 8.5 (253 reviews) | Not enough data | 

### Big Data

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

#### Building Reports

| Feature | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **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 | 

#### Platform

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

---
## Categories
**Shared Categories (1):** [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse)

**Unique to Google Cloud BigQuery (8):** [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 Clean Room Software](https://www.g2.com/categories/data-clean-room)

**Unique to Rubrik (6):** [Server Backup Software](https://www.g2.com/categories/server-backup), [Data Replication Software](https://www.g2.com/categories/data-replication), [Cloud Management Platforms](https://www.g2.com/categories/cloud-management-platforms), [ServiceNow Marketplace Apps](https://www.g2.com/categories/servicenow-store-apps), [Cloud Data Security Software](https://www.g2.com/categories/cloud-data-security), [ Data Security Posture Management (DSPM)](https://www.g2.com/categories/data-security-posture-management-dspm)


---
## Reviewer Demographics

### By Company Size

| Segment | Google Cloud BigQuery | Rubrik | 
|---|---|---|
| **Small-Business** | 27.4% | 18.3% | 
| **Mid-Market** | 34.5% | 41.2% | 
| **Enterprise** | 38.1% | 40.5% | 

### 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%

#### Rubrik

- **Information Technology and Services:** 16.2%
- **Higher Education:** 9.2%
- **Hospital & Health Care:** 7.7%
- **Law Practice:** 4.6%
- **Computer & Network Security:** 4.6%
- **Government Administration:** 4.6%
- **Telecommunications:** 3.8%
- **Computer Software:** 3.1%
- **Education Management:** 3.1%
- **Food & Beverages:** 3.1%
- **Other:** 40.0%

---
## 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)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (373 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)

### Alternatives to Rubrik

- [Druva Data Security Cloud](https://www.g2.com/products/druva-data-security-cloud/reviews) — 4.7/5 stars (731 reviews)
- [Veeam Data Platform](https://www.g2.com/products/veeam-data-platform/reviews) — 4.6/5 stars (717 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (740 reviews)
- [Datto SIRIS](https://www.g2.com/products/kaseya-datto-siris/reviews) — 4.6/5 stars (283 reviews)
- [NAKIVO Backup & Replication](https://www.g2.com/products/nakivo-backup-replication/reviews) — 4.7/5 stars (352 reviews)
- [Acronis Cyber Protect Cloud](https://www.g2.com/products/acronis-cyber-protect-cloud/reviews) — 4.7/5 stars (1338 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (769 reviews)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews)
- [Unitrends Backup and Recovery](https://www.g2.com/products/unitrends-backup-and-recovery/reviews) — 4.2/5 stars (455 reviews)
- [Arctera Backup Exec](https://www.g2.com/products/arctera-arctera-backup-exec/reviews) — 4.2/5 stars (275 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?"

### Rubrik

- Title: [What functionality is supported on Rubrik Edge?](https://www.g2.com/discussions/rubrik-edge) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Rubrik Edge supports all functionality that a physical brik can support. Specifically, edge can do the following and more:

—Rubrik UI with complete..."
- Title: [What does "enterprise hybrid cloud" even mean?](https://www.g2.com/discussions/enterprise-hybrid-cloud) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Analyst firms describe the hybrid cloud as the coordinated use of two ore more cloud environments. This mixes private cloud, public cloud, and traditional..."
- Title: [What is Radar?](https://www.g2.com/discussions/radar-rubrik-s-latest-application-on-the-polaris-saas-platform) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Radar is the latest application on the Polaris SaaS platform. We created Radar to help our prospects and customers minimize the impact of..."

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