# Google Cloud BigQuery vs Looker Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Looker excels in its user interface and overall design, making it easy for users to create clean, interactive dashboards quickly. One user highlighted the ability to visualize key performance indicators effectively, showcasing the platform's flexibility and customization options.
- **Users say** Google Cloud BigQuery stands out for its **super fast querying** capabilities, allowing for on-demand analysis of large datasets without the need for server management. This feature is particularly beneficial for enterprises that require reliable and efficient data processing.
- **According to verified reviews** , Looker is praised for its ease of configuration across multiple integrations, which is a significant advantage for teams looking to streamline their analytics processes. Users appreciate the flexibility it offers in adapting to various workflows.
- **Reviewers mention** that Google Cloud BigQuery's serverless architecture contributes to its **ease of implementation** , making it a go-to choice for organizations that need a robust analytics tool without the overhead of managing infrastructure. This aspect is especially appealing for users with frequent data analysis workloads.
- **G2 reviewers highlight** that while Looker has a strong focus on mid-market users, it may not cater as effectively to enterprise-level needs compared to Google Cloud BigQuery, which is designed with larger organizations in mind. This distinction can influence the choice for businesses based on their size and requirements.
- **Users report** that both platforms provide solid support, but Looker edges out slightly with a higher quality of support rating. Reviewers appreciate the responsiveness and helpfulness of Looker's support team, which can be crucial for teams needing assistance during critical projects.



| | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 1,234 | 1,642 | 
| **Largest Market Segment** | Enterprise (38.1% of reviews) | Mid-Market (60.7% 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)

### Looker

Pros:
- Ease of Use (126 reviews)
- Insights (75 reviews)

Cons:
- Learning Curve (58 reviews)
- Learning Difficulty (42 reviews)

---
## Ratings Comparison
| Rating | Google Cloud BigQuery | Looker | 
|---|---|---|
  | **Meets Requirements** | 8.8 (633 reviews) | 8.7 (1127 reviews) | 
  | **Ease of Use** | 8.7 (650 reviews) | 8.3 (1133 reviews) | 
  | **Ease of Setup** | 8.7 (422 reviews) | 8.3 (609 reviews) | 
  | **Ease of Admin** | 8.5 (225 reviews) | 8.3 (430 reviews) | 
  | **Quality of Support** | 8.3 (575 reviews) | 8.6 (962 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (219 reviews) | 8.9 (408 reviews) | 
  | **Product Direction (% positive)** | 9.3 (618 reviews) | 8.7 (1055 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

### Looker

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Looker** | 8.3/10 | 779 |

#### Reports

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Reports Interface** | Not enough data | 8.6 (679 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | 8.2 (620 reviews) ✓ Verified | 
| **Graphs and Charts** | Not enough data | 8.2 (673 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | 8.3 (530 reviews) ✓ Verified | 
| **Dashboards** | Not enough data | 8.7 (675 reviews) ✓ Verified | 

#### Self Service 

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Calculated Fields** | Not enough data | 8.4 (626 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | 8.6 (647 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | 8.4 (615 reviews) ✓ Verified | 
| **Search** | Not enough data | 8.1 (616 reviews) ✓ Verified | 
| **Collaboration / Workflow** | Not enough data | 8.4 (593 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | 7.7 (502 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Predictive Analytics** | Not enough data | 7.6 (430 reviews) ✓ Verified | 
| **Data Visualization** | Not enough data | 8.4 (644 reviews) ✓ Verified | 
| **Big Data Services** | Not enough data | 8.0 (517 reviews) ✓ Verified | 

#### Building Reports

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.3 (386 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | 8.3 (403 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | 8.0 (357 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | 8.1 (332 reviews) ✓ Verified | 

#### Platform

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **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 | 

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Looker** | 8.2/10 | 745 |

#### Reports

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Reports Interface** | Not enough data | 8.6 (679 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | 8.2 (620 reviews) ✓ Verified | 
| **Graphs and Charts** | Not enough data | 8.2 (673 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | 8.3 (530 reviews) ✓ Verified | 
| **Dashboards** | Not enough data | 8.7 (675 reviews) ✓ Verified | 

#### Reports

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Reports Interface** | Not enough data | 8.5 (111 reviews) | 
| **Share Reports** | Not enough data | 8.5 (108 reviews) | 
| **Steps to Answer** | Not enough data | 8.0 (103 reviews) | 

#### Generative AI

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **AI Text Generation** | Not enough data | 7.0 (100 reviews) | 
| **AI Text Summarization** | Not enough data | 7.1 (100 reviews) | 

#### Visualization

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Graphs and Charts** | Not enough data | 8.5 (116 reviews) | 
| **Score Cards** | Not enough data | 8.4 (111 reviews) | 
| **Dashboards** | Not enough data | 8.7 (116 reviews) | 
| **Formats** | Not enough data | 8.3 (109 reviews) | 

#### Data Updates

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Historical Snapshots** | Not enough data | 8.1 (107 reviews) | 
| **Real-Time Updating** | Not enough data | 8.3 (107 reviews) | 

#### Collaboration

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Sharing** | Not enough data | 8.4 (109 reviews) | 
| **Co-Editing** | Not enough data | 8.0 (106 reviews) | 
| **Devices** | Not enough data | 8.0 (102 reviews) | 

#### Data Updates

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Historical Snapshots** | Not enough data | 7.8 (137 reviews) | 
| **Real-Time Updating** | Not enough data | 8.1 (142 reviews) | 
| **Email Reports** | Not enough data | 8.5 (144 reviews) | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Looker** | 7.9/10 | 801 |

#### Reports

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Reports Interface** | Not enough data | 8.6 (679 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | 8.2 (620 reviews) ✓ Verified | 
| **Graphs and Charts** | Not enough data | 8.2 (673 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | 8.3 (530 reviews) ✓ Verified | 
| **Dashboards** | Not enough data | 8.7 (675 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Connectors** | Not enough data | 8.3 (293 reviews) ✓ Verified | 
| **Data Governance** | Not enough data | 8.3 (264 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Data Querying** | Not enough data | 8.5 (313 reviews) ✓ Verified | 
| **Data Filtering** | Not enough data | 8.7 (334 reviews) ✓ Verified | 
| **Data Blending** | Not enough data | 8.4 (310 reviews) ✓ Verified | 

#### Generative AI

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **AI Text Generation** | Not enough data | 7.1 (88 reviews) | 
| **AI Text Summarization** | Not enough data | 7.1 (86 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.2 (40 reviews) | 
| **Multi-step Planning** | Not enough data | 7.4 (39 reviews) | 
| **Cross-system Integration** | Not enough data | 7.3 (40 reviews) | 
| **Adaptive Learning** | Not enough data | 7.1 (40 reviews) | 
| **Natural Language Interaction** | Not enough data | 7.3 (40 reviews) | 
| **Proactive Assistance** | Not enough data | 7.4 (39 reviews) | 
| **Decision Making** | Not enough data | 7.7 (39 reviews) | 

#### Self Service 

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Calculated Fields** | Not enough data | 8.4 (626 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | 8.6 (647 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | 8.4 (615 reviews) ✓ Verified | 
| **Search** | Not enough data | 8.1 (616 reviews) ✓ Verified | 
| **Collaboration / Workflow** | Not enough data | 8.4 (593 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | 7.7 (502 reviews) ✓ Verified | 

#### Deployment & Integration - Analytics Platforms

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **No-code Dashboard Builder** | Not enough data | 8.1 (40 reviews) | 
| **Report Scheduling and Automation** | Not enough data | 8.4 (43 reviews) | 
| **Embedded Analytics and White-labeling** | Not enough data | 7.7 (35 reviews) | 
| **Data Source Connectivity** | Not enough data | 8.3 (50 reviews) | 

#### Advanced Analytics

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Predictive Analytics** | Not enough data | 7.6 (430 reviews) ✓ Verified | 
| **Data Visualization** | Not enough data | 8.4 (644 reviews) ✓ Verified | 
| **Big Data Services** | Not enough data | 8.0 (517 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Large data handling and Query Speed** | Not enough data | 7.2 (55 reviews) | 
| **Concurrent User Support** | Not enough data | 8.0 (36 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Data Modeling and Governance** | Not enough data | 8.2 (44 reviews) | 
| **Notebook and Script Integration** | Not enough data | 7.1 (34 reviews) | 
| **Built-in Predictive and Statistical Models** | Not enough data | 7.3 (35 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | 7.1 (34 reviews) | 
| **Natural Language Queries** | Not enough data | 7.5 (36 reviews) | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | 7.6 (34 reviews) | 
| **AI Agents for Analytical Follow-ups** | Not enough data | 7.3 (34 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | 7.6 (35 reviews) | 
| **Role-based Insight Personalization** | Not enough data | 7.3 (36 reviews) | 
| **Conversational and Prompt-based Analytics** | Not enough data | 7.6 (35 reviews) | 

#### Building Reports

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.3 (386 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | 8.3 (403 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | 8.0 (357 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | 8.1 (332 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Looker** | 8.4/10 | 771 |

#### Reports

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Reports Interface** | Not enough data | 8.6 (679 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | 8.2 (620 reviews) ✓ Verified | 
| **Graphs and Charts** | Not enough data | 8.2 (673 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | 8.3 (530 reviews) ✓ Verified | 
| **Dashboards** | Not enough data | 8.7 (675 reviews) ✓ Verified | 

#### Self Service 

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Calculated Fields** | Not enough data | 8.4 (626 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | 8.6 (647 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | 8.4 (615 reviews) ✓ Verified | 
| **Search** | Not enough data | 8.1 (616 reviews) ✓ Verified | 
| **Collaboration / Workflow** | Not enough data | 8.4 (593 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | 7.7 (502 reviews) ✓ Verified | 

#### Building Reports

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.3 (386 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | 8.3 (403 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | 8.0 (357 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | 8.1 (332 reviews) ✓ Verified | 

### Digital Analytics

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Looker** | 8.4/10 | 324 |

#### Metrics

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Sessions - Digital Analytics** | Not enough data | 8.8 (238 reviews) | 
| **Engagement** | Not enough data | 8.7 (238 reviews) | 
| **Entry and Exit Pages** | Not enough data | 8.4 (224 reviews) | 
| **Standard Event Tracking** | Not enough data | 8.3 (226 reviews) | 
| **Custom Event Tracking** | Not enough data | 8.4 (215 reviews) | 
| **Retention** | Not enough data | 8.3 (224 reviews) | 
| **Return** | Not enough data | 8.4 (219 reviews) | 
| **Conversions** | Not enough data | 8.5 (230 reviews) | 
| **Funnels** | Not enough data | 8.3 (223 reviews) | 

#### Reporting

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Real-Time Reporting** | Not enough data | 8.4 (242 reviews) | 
| **Trending** | Not enough data | Feature Not Available | 
| **Retroactive Reporting** | Not enough data | 8.6 (242 reviews) | 
| **Segmentation** | Not enough data | 8.5 (245 reviews) | 
| **Mobile Reporting** | Not enough data | 8.1 (199 reviews) | 
| **Unification Across Devices** | Not enough data | 8.4 (205 reviews) | 
| **Custom Reports and Dashboards** | Not enough data | 9.0 (254 reviews) | 

#### Other

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **User Data** | Not enough data | 8.7 (226 reviews) | 
| **Site Search Reporting** | Not enough data | 8.6 (209 reviews) | 
| **Load Time Monitoring** | Not enough data | 8.4 (201 reviews) | 
| **Campaign Tracking** | Not enough data | 8.7 (215 reviews) | 
| **E-Commerce** | Not enough data | 8.7 (207 reviews) | 
| **Promotional Messages** | Not enough data | 8.2 (179 reviews) | 
| **Administration Alerts** | Not enough data | 8.3 (191 reviews) | 

#### Agentic AI - Digital Analytics

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.4 (15 reviews) | 
| **Cross-system Integration** | Not enough data | 7.8 (15 reviews) | 
| **Proactive Assistance** | Not enough data | 7.8 (16 reviews) | 
| **Decision Making** | Not enough data | 7.9 (16 reviews) | 

#### Administration

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **API / Integrations** | Not enough data | 8.4 (218 reviews) | 
| **QA Testing** | Not enough data | 8.3 (193 reviews) | 
| **Performance and Reliability** | Not enough data | 8.5 (245 reviews) | 
| **User, Role, and Access Management** | Not enough data | 8.6 (239 reviews) | 

### ETL Tools

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

#### Management

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

#### Functionality

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

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.6/10 | 279 |
| **Looker** | N/A | N/A |

#### Data Management

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Data Integration** | 8.9 (227 reviews) ✓ Verified | Not enough data | 
| **Data Compression** | 8.3 (208 reviews) ✓ Verified | Not enough data | 
| **Data Quality** | 8.8 (216 reviews) ✓ Verified | Not enough data | 
| **Built-In Data Analytics** | 8.6 (219 reviews) ✓ Verified | Not enough data | 
| **In-Database Machine Learning** | 8.3 (202 reviews) ✓ Verified | Not enough data | 
| **Data Lake Analytics** | 8.6 (199 reviews) ✓ Verified | Not enough data | 

#### Integration

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **AI/ ML Integration** | 8.5 (203 reviews) ✓ Verified | Not enough data | 
| **BI Tool Integration** | 8.6 (216 reviews) ✓ Verified | Not enough data | 
| **Data lake Integration** | 8.5 (199 reviews) ✓ Verified | Not enough data | 

#### Deployment

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **On-Premise** | 7.7 (185 reviews) ✓ Verified | Not enough data | 
| **Cloud** | 9.1 (226 reviews) ✓ Verified | Not enough data | 

#### Performance 

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Scalability** | 9.2 (238 reviews) ✓ Verified | Not enough data | 

#### Security

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Data Governance** | 8.8 (207 reviews) ✓ Verified | Not enough data | 
| **Data Security** | 9.1 (214 reviews) ✓ Verified | Not enough data | 

#### Generative AI

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

#### Storage

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

#### Availability

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

#### Security

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

#### Centralized computation

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

#### Localized computation

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

### Sales Analytics

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Looker** | 8.1/10 | 260 |

#### Agentic AI - Sales Analytics

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.0 (11 reviews) | 
| **Cross-system Integration** | Not enough data | 7.6 (11 reviews) | 
| **Adaptive Learning** | Not enough data | 6.7 (11 reviews) | 
| **Natural Language Interaction** | Not enough data | 7.4 (12 reviews) | 
| **Proactive Assistance** | Not enough data | 7.3 (11 reviews) | 

#### Data Sourcing

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Data Sourcing** | Not enough data | 8.8 (203 reviews) | 
| **Exporting & Sharing Data** | Not enough data | 8.8 (221 reviews) | 
| **Multi-Device Data Visualization** | Not enough data | 8.6 (188 reviews) | 
| **Interactive Dashboards** | Not enough data | 8.8 (225 reviews) | 
| **Data Segmentation** | Not enough data | 8.7 (209 reviews) | 

#### Predictive Analytics

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Lead Scoring** | Not enough data | 8.3 (153 reviews) | 
| **Opportunity Scoring** | Not enough data | 8.2 (149 reviews) | 
| **Risk Analysis** | Not enough data | 8.2 (147 reviews) | 
| **Live Forecasting** | Not enough data | 8.0 (164 reviews) | 

#### Sales Management

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Live Pipeline Management** | Not enough data | 8.4 (161 reviews) | 
| **Sales Gamification** | Not enough data | 8.2 (140 reviews) | 
| **Account-Based Analytics** | Not enough data | 8.6 (170 reviews) | 
| **Activity Tracking** | Not enough data | 8.7 (168 reviews) | 

### Predictive Analytics

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

#### Statistical Tool

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

#### Decision Making

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

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.9/10 | 73 |
| **Looker** | 8.2/10 | 311 |

#### Marketing Operations

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **ROI Tracking** | 8.8 (65 reviews) | 8.6 (221 reviews) ✓ Verified | 
| **Data Collection** | 9.2 (64 reviews) | 8.7 (241 reviews) ✓ Verified | 
| **Customer Insights** | 8.9 (64 reviews) | 8.5 (228 reviews) ✓ Verified | 
| **Multi-User Access** | 9.4 (65 reviews) | 8.9 (244 reviews) ✓ Verified | 
| **Spend Management** | 8.8 (63 reviews) | 8.4 (130 reviews) | 
| **White Label** | 8.4 (62 reviews) | Feature Not Available | 

#### Campaign Activity

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Campaign Insights** | 9.1 (67 reviews) | 8.6 (231 reviews) ✓ Verified | 
| **Reports and Dashboards** | 9.5 (67 reviews) | 8.8 (260 reviews) ✓ Verified | 
| **Campaign Stickiness** | 8.7 (64 reviews) | 8.5 (212 reviews) ✓ Verified | 
| **Multichannel Tracking** | 9.2 (61 reviews) | 8.5 (213 reviews) ✓ Verified | 
| **Brand Optimization** | 8.9 (62 reviews) | 8.4 (199 reviews) ✓ Verified | 
| **Predictive Analytics** | 9.0 (64 reviews) | 7.9 (120 reviews) ✓ Verified | 

#### Agentic AI - Marketing Analytics

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Autonomous Task Execution** | 8.7 (15 reviews) | 6.8 (14 reviews) | 
| **Cross-system Integration** | 9.6 (16 reviews) | 7.5 (14 reviews) | 
| **Proactive Assistance** | 8.2 (15 reviews) | 7.3 (14 reviews) | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.8/10 | 214 |
| **Looker** | N/A | N/A |

#### Database

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

#### Platform

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

#### Data Transformation

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

#### Connectivity

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

#### Building Reports

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.3 (386 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | 8.3 (403 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | 8.0 (357 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | 8.1 (332 reviews) ✓ Verified | 

#### Platform

| Feature | Google Cloud BigQuery | Looker | 
|---|---|---|
| **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):** [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics)

**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), [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 Looker (5):** [Sales Analytics Software](https://www.g2.com/categories/sales-analytics), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Digital Analytics Software](https://www.g2.com/categories/digital-analytics), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Google Cloud BigQuery | Looker | 
|---|---|---|
| **Small-Business** | 27.4% | 19.3% | 
| **Mid-Market** | 34.5% | 60.7% | 
| **Enterprise** | 38.1% | 20.0% | 

### 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%

#### Looker

- **Computer Software:** 11.5%
- **Information Technology and Services:** 11.1%
- **Marketing and Advertising:** 8.3%
- **Financial Services:** 7.4%
- **Internet:** 6.0%
- **Retail:** 5.0%
- **Food & Beverages:** 2.3%
- **Consumer Goods:** 2.1%
- **Health, Wellness and Fitness:** 2.1%
- **Hospital & Health Care:** 2.1%
- **Other:** 41.9%

---
## Alternatives

### Alternatives to Google Cloud BigQuery

- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (749 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (773 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 (402 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 (2276 reviews)

### Alternatives to Looker

- [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews)
- [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) — 4.2/5 stars (286 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1057 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Grow.com](https://www.g2.com/products/grow-com/reviews) — 4.3/5 stars (274 reviews)
- [Toucan](https://www.g2.com/products/toucan/reviews) — 4.7/5 stars (182 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3651 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (691 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?"

### Looker

- Title: [Is looker an ETL tool?](https://www.g2.com/discussions/is-looker-an-etl-tool) — 3 comments
  > **Top comment:** "After so many attempts in getting my funds back which I lost to a fake platform called mycoinbanking.com I lost the total of $348.000.  I needed the profit..."
- Title: [Best way to start on visualizations?](https://www.g2.com/discussions/24831-best-way-to-start-on-visualizations) — 2 comments, 1 upvote
  > **Top comment:** "Looker has a built-in set of visualizations that you can automatically apply to any dataset that they work with. Once you setup your initial connection to a..."
- Title: [What is Looker used for?](https://www.g2.com/discussions/what-is-looker-used-for) — 1 comment
  > **Top comment:** "Looker is used to explore, analyze, and visualize data. It helps create dashboards and reports to understand business performance and make better decisions...."
- Title: [How do I know where in my SQL errors are?](https://www.g2.com/discussions/how-do-i-know-where-in-my-sql-errors-are) — 1 comment, 1 upvote
  > **Top comment:** "Hey Carlos! 

I'm Izzy, the Looker Community manager. Yeah, especially in huge SQL queries it can be hard to figure out exactly where the issue lies. That..."
- Title: [Multi-brand implementation](https://www.g2.com/discussions/multi-brand-implementation) — 1 comment, 1 upvote
  > **Top comment:** "Hey Brian! 

I'm Izzy, the Looker Community manager. 

There's 2 components here (well, a few more, but 2 high-level ones). Folder/content access and..."

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