# Looker vs Redash Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Looker excels in user experience, particularly with its intuitive reports interface. Users appreciate how straightforward it is to create both standard and self-service reports, allowing for easy data manipulation and visualization.
- **Users say** that Redash offers a high level of customization, which is a significant advantage for those who need tailored data access. Reviewers highlight the ability to organize dashboards and query data seamlessly, making it a daily go-to for many.
- **According to verified reviews** , Looker has a notably higher G2 Score, indicating greater overall satisfaction among users. This is reflected in feedback praising its capabilities for tech stack integration and shareable dashboards, which enhance collaboration across teams.
- **Reviewers mention** that while Redash provides precise information and quick data downloads, it may not match the comprehensive reporting features of Looker. Users have noted that Looker’s ability to pull reports for various campaign metrics is particularly beneficial for marketing analytics.
- **G2 reviewers highlight** that Looker’s implementation process is generally smooth, with many users noting the intuitive onboarding wizard that helps new users get up to speed quickly. In contrast, some Redash users have expressed challenges with setup, indicating a steeper learning curve.
- **Users report** that both platforms are strong in support, but Looker edges out slightly with a higher quality of support rating. Reviewers appreciate the responsive assistance they receive, which is crucial for troubleshooting and maximizing the software's potential.



---
## Frequently Asked Questions

### What is the difference between Looker vs Redash?

Looker stands out for its centralized data modeling and real-time analytics, while Redash is favored for its customization and SQL querying flexibility.

| [Looker](https://www.g2.com/products/looker/reviews) | [Redash](https://www.g2.com/products/redash/reviews) |
| --- | --- |
| 4.4/5 (1,656 reviews) | 4.3/5 (44 reviews) |
| Mid-Market | Mid-Market |
| 8.3 | 7.8 |
| 8.6 | 8.5 |
| Centralized data model with LookML and real-time analytics | Customization and SQL querying flexibility |



### How do the pricing models of Looker and Redash compare?

Looker and Redash are rated nearly equally on value, with Looker scoring 8.3 and Redash 8.7 on price satisfaction.

- **Looker:** Reviewers describe Looker as having pricing that is acceptable for its enterprise-grade capabilities, but note that it can be expensive for smaller organizations or teams with limited budgets.
- **Redash:** Reviewers highlight Redash as free and self-hostable, making it attractive for startups and small businesses seeking cost-effective analytics.



### What are the best alternatives to Looker and Redash?

The top three alternatives to Looker and Redash are Mode, Zoho Analytics, and Domo.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Looker](https://www.g2.com/products/looker/reviews) | 4.4/5 (1,656 reviews) | Mid-Market | Pricing is acceptable for enterprise, but can be expensive for small teams | Centralized data model and real-time analytics |
| [Redash](https://www.g2.com/products/redash/reviews) | 4.3/5 (44 reviews) | Mid-Market | Free and self-hostable, attractive for startups | Customization and SQL querying flexibility |
| [Mode](https://www.g2.com/products/mode-mode/reviews) | 4.5/5 (330 reviews) | Mid-Market | — | — |
| [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) | 4.2/5 (286 reviews) | Mid-Market | — | — |
| [Domo](https://www.g2.com/products/domo/reviews) | 4.3/5 (1,085 reviews) | Mid-Market | — | — |



### Which Analytics Platforms features should I prioritize when comparing Looker and Redash?

Buyers should prioritize data modeling, dashboard customization, integration capabilities, ease of setup, and support quality when comparing Looker and Redash.

- **Data modeling:** Looker is frequently cited for its centralized data model with LookML, while Redash is praised for SQL querying flexibility.
- **Dashboard customization:** Redash receives 3 all-time mentions for customization, while Looker is noted for interactive dashboards but with some reviewer-noted limitations in advanced visualization options.
- **Integration capabilities:** Looker is mentioned in 24 reviews for Google Analytics integration and 20 for Slack; Redash is cited for integrations in 3 reviews.
- **Ease of setup:** Looker scores 8.3 and Redash 7.8 on Ease of Setup.
- **Support quality:** Looker scores 8.6 and Redash 8.5 on Quality of Support.



### What are the pros and cons of Looker vs Redash?

Looker's headline strength is its centralized data model and real-time analytics, while Redash excels in customization and SQL querying flexibility.

- **Looker strengths:** Centralized data model with LookML, real-time analytics, interactive dashboards, and strong integration with Google products.
- **Looker trade-offs:** Reviewers note a learning curve for LookML, limited advanced visualization customization, and higher pricing for small teams.
- **Redash strengths:** Customization (3 all-time mentions), data visualization (6 mentions), SQL querying (2 mentions), and open-source flexibility.
- **Redash trade-offs:** Reviewers mention UI intuitiveness, performance issues with large datasets, and limited advanced analytics features.



### Is Looker or Redash better for small businesses?

Redash is better suited for small businesses due to its free, self-hostable model and positive small-business reviewer sentiment.

- **Looker:** Largest segment is Mid-Market; reviewers note higher pricing and complexity for small teams.
- **Redash:** Largest segment is Mid-Market; reviewers highlight its free, open-source nature and ease of setup as attractive for startups and small businesses.



### Which Analytics Platforms platform has better integrations?

Looker is favored for integrations, with more reviewer-cited integrations and higher all-time mention counts.

- **Looker:** Google Analytics (24 all-time mentions), Slack (20), Adjust (18).
- **Redash:** Integrations are cited in 3 reviews, with reviewers mentioning support for multiple data sources and APIs.



### How do Looker and Redash compare on customer support?

Looker and Redash are rated at parity on Quality of Support, with scores of 8.6 and 8.5 respectively.

- **Looker:** Reviewers describe support as generally responsive and helpful, with some noting the benefit of a large user forum for troubleshooting.
- **Redash:** Reviewers highlight positive support experiences, especially for the open-source community and ease of finding help for setup and troubleshooting.



### Which is easier to implement, Looker or Redash?

Looker and Redash are rated at parity on Ease of Setup, with scores of 8.3 and 7.8 respectively.

- **Looker:** Reviewers describe setup as straightforward for those familiar with data modeling, but note a learning curve for LookML and initial configuration.
- **Redash:** Reviewers highlight easy setup, especially for self-hosted deployments, but mention that connecting to product databases may require technical expertise.



### Which product has better Dashboards?

Looker and Redash are both recognized for their dashboard capabilities, with Looker noted for interactive dashboards and Redash for customization.

- **Looker:** Frequently cited for interactive dashboards and real-time analytics; reviewers note ease of sharing and embedding dashboards.
- **Redash:** Data visualization is mentioned in 6 reviews, customization in 3, and charting features in 1; reviewers highlight the ability to build and share dashboards with high flexibility.



| | Looker | Redash | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 1,653 | 44 | 
| **Largest Market Segment** | Mid-Market (60.4% of reviews) | Mid-Market (50.0% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Looker

Pros:
- Ease of Use (108 reviews)
- Insights (64 reviews)

Cons:
- Learning Curve (52 reviews)
- Learning Difficulty (38 reviews)

### Redash

Pros:
- Data Visualization (6 reviews)
- Customization (3 reviews)

Cons:
- Error Handling (2 reviews)
- Missing Features (2 reviews)

---
## Ratings Comparison
| Rating | Looker | Redash | 
|---|---|---|
  | **Meets Requirements** | 8.7 (1136 reviews) | 8.8 (40 reviews) | 
  | **Ease of Use** | 8.3 (1143 reviews) | 8.7 (40 reviews) | 
  | **Ease of Setup** | 8.3 (619 reviews) | 7.8 (15 reviews) | 
  | **Ease of Admin** | 8.3 (433 reviews) | 8.8 (12 reviews) | 
  | **Quality of Support** | 8.6 (972 reviews) | 8.5 (26 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (412 reviews) | 8.9 (11 reviews) | 
  | **Product Direction (% positive)** | 8.7 (1063 reviews) | 8.2 (39 reviews) | 

---
## Pricing

### Looker

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Redash

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.3/10 | 791 |
| **Redash** | 8.6/10 | 30 |

#### Reports

| Feature | Looker | Redash | 
|---|---|---|
| **Reports Interface** | 8.6 (684 reviews) ✓ Verified | 8.7 (29 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | 8.2 (24 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (677 reviews) ✓ Verified | 8.6 (30 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (529 reviews) ✓ Verified | 8.3 (22 reviews) ✓ Verified | 
| **Dashboards** | 8.7 (681 reviews) ✓ Verified | 9.0 (30 reviews) ✓ Verified | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Looker | Redash | 
|---|---|---|
| **Calculated Fields** | 8.4 (627 reviews) ✓ Verified | Not enough data | 
| **Data Column Filtering** | 8.6 (648 reviews) ✓ Verified | Not enough data | 
| **Data Discovery** | 8.5 (621 reviews) ✓ Verified | Not enough data | 
| **Search** | 8.1 (618 reviews) ✓ Verified | Not enough data | 
| **Collaboration / Workflow** | 8.4 (596 reviews) ✓ Verified | Not enough data | 
| **Automodeling** | 7.7 (502 reviews) ✓ Verified | Not enough data | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Looker | Redash | 
|---|---|---|
| **Predictive Analytics** | 7.6 (429 reviews) ✓ Verified | Not enough data | 
| **Data Visualization** | 8.4 (648 reviews) ✓ Verified | Not enough data | 
| **Big Data Services** | 8.0 (518 reviews) ✓ Verified | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Looker | Redash | 
|---|---|---|
| **Data Transformation** | 8.3 (387 reviews) ✓ Verified | Not enough data | 
| **Data Modeling** | 8.3 (407 reviews) ✓ Verified | Not enough data | 
| **WYSIWYG Report Design** | 8.0 (358 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 8.1 (331 reviews) ✓ Verified | 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 | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Platform

| Feature | Looker | Redash | 
|---|---|---|
| **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 | 

#### Additional Functionality

| Feature | Looker | Redash | 
|---|---|---|
| **Customizable Branding** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Publishing/Sharing** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Strategic Planning** | Not enough data | Not enough data | 
| **Self Service Data Preparation** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Text Analysis** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Benchmarking** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Trend/Problem Indicators** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Profitability Analysis** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Key Performance Indicators** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Data Mining** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.2/10 | 754 |
| **Redash** | 8.6/10 | 30 |

#### Reports

| Feature | Looker | Redash | 
|---|---|---|
| **Reports Interface** | 8.6 (684 reviews) ✓ Verified | 8.7 (29 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | 8.2 (24 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (677 reviews) ✓ Verified | 8.6 (30 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (529 reviews) ✓ Verified | 8.3 (22 reviews) ✓ Verified | 
| **Dashboards** | 8.7 (681 reviews) ✓ Verified | 9.0 (30 reviews) ✓ Verified | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 

#### Reports

| Feature | Looker | Redash | 
|---|---|---|
| **Reports Interface** | 8.5 (113 reviews) | Not enough data | 
| **Share Reports** | 8.5 (110 reviews) | Not enough data | 
| **Steps to Answer** | 8.1 (104 reviews) | Not enough data | 

#### Generative AI

| Feature | Looker | Redash | 
|---|---|---|
| **AI Text Generation** | 7.0 (100 reviews) | Not enough data | 
| **AI Text Summarization** | 7.1 (100 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Visualization

| Feature | Looker | Redash | 
|---|---|---|
| **Graphs and Charts** | 8.5 (117 reviews) | Not enough data | 
| **Score Cards** | 8.5 (113 reviews) | Not enough data | 
| **Dashboards** | 8.7 (118 reviews) | Not enough data | 
| **Formats** | 8.3 (110 reviews) | Not enough data | 
| **Mobile Dashboards** | Not enough data | Not enough data | 
| **Public Dashboards** | Not enough data | Not enough data | 
| **Private Dashboards** | Not enough data | Not enough data | 

#### Data Updates

| Feature | Looker | Redash | 
|---|---|---|
| **Historical Snapshots** | 8.1 (107 reviews) | Not enough data | 
| **Real-Time Updating** | 8.3 (108 reviews) | Not enough data | 

#### Collaboration

| Feature | Looker | Redash | 
|---|---|---|
| **Sharing** | 8.4 (109 reviews) | Not enough data | 
| **Co-Editing** | 8.0 (106 reviews) | Not enough data | 
| **Devices** | 8.0 (103 reviews) | Not enough data | 

#### Data Updates

| Feature | Looker | Redash | 
|---|---|---|
| **Historical Snapshots** | 7.8 (137 reviews) | Not enough data | 
| **Real-Time Updating** | 8.0 (144 reviews) | Not enough data | 
| **Scheduled/Automated Reports** | 8.5 (146 reviews) | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Looker | Redash | 
|---|---|---|
| **KPI Monitoring** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Data Aggregation** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Interactive Elements** | Not enough data | Not enough data | 
| **Single Page View** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Functions/Calculations** | Not enough data | Not enough data | 
| **Historical Reporting** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Real-Time Updates** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Relational Display** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 7.9/10 | 813 |
| **Redash** | N/A | N/A |

#### Reports

| Feature | Looker | Redash | 
|---|---|---|
| **Reports Interface** | 8.6 (684 reviews) ✓ Verified | 8.7 (29 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | 8.2 (24 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (677 reviews) ✓ Verified | 8.6 (30 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (529 reviews) ✓ Verified | 8.3 (22 reviews) ✓ Verified | 
| **Dashboards** | 8.7 (681 reviews) ✓ Verified | 9.0 (30 reviews) ✓ Verified | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 

#### Data Preparation

| Feature | Looker | Redash | 
|---|---|---|
| **Connectors** | 8.3 (295 reviews) ✓ Verified | Not enough data | 
| **Data Governance** | 8.3 (264 reviews) ✓ Verified | Not enough data | 

#### Data Modeling and Blending

| Feature | Looker | Redash | 
|---|---|---|
| **Data Querying** | 8.5 (312 reviews) ✓ Verified | Not enough data | 
| **Data Filtering** | 8.7 (333 reviews) ✓ Verified | Not enough data | 
| **Data Blending** | 8.4 (308 reviews) ✓ Verified | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Looker | Redash | 
|---|---|---|
| **AI Text Generation** | 7.1 (87 reviews) | Not enough data | 
| **AI Text Summarization** | 7.1 (85 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Looker | Redash | 
|---|---|---|
| **Autonomous Task Execution** | 7.3 (40 reviews) | Not enough data | 
| **Multi-step Planning** | 7.4 (38 reviews) | Not enough data | 
| **Cross-system Integration** | 7.3 (40 reviews) | Not enough data | 
| **Adaptive Learning** | 7.2 (41 reviews) | Not enough data | 
| **Natural Language Interaction** | 7.4 (40 reviews) | Not enough data | 
| **Proactive Assistance** | 7.4 (38 reviews) | Not enough data | 
| **Decision Making** | 7.8 (39 reviews) | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Looker | Redash | 
|---|---|---|
| **Calculated Fields** | 8.4 (627 reviews) ✓ Verified | Not enough data | 
| **Data Column Filtering** | 8.6 (648 reviews) ✓ Verified | Not enough data | 
| **Data Discovery** | 8.5 (621 reviews) ✓ Verified | Not enough data | 
| **Search** | 8.1 (618 reviews) ✓ Verified | Not enough data | 
| **Collaboration / Workflow** | 8.4 (596 reviews) ✓ Verified | Not enough data | 
| **Automodeling** | 7.7 (502 reviews) ✓ Verified | Not enough data | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | Looker | Redash | 
|---|---|---|
| **No-code Dashboard Builder** | 8.2 (40 reviews) | Not enough data | 
| **Report Scheduling and Automation** | 8.4 (44 reviews) | Not enough data | 
| **Embedded Analytics and White-labeling** | 7.8 (36 reviews) | Not enough data | 
| **Data Source Connectivity** | 8.4 (50 reviews) | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Query Builder** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Looker | Redash | 
|---|---|---|
| **Predictive Analytics** | 7.6 (429 reviews) ✓ Verified | Not enough data | 
| **Data Visualization** | 8.4 (648 reviews) ✓ Verified | Not enough data | 
| **Big Data Services** | 8.0 (518 reviews) ✓ Verified | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | Looker | Redash | 
|---|---|---|
| **Large data handling and Query Speed** | 7.1 (58 reviews) | Not enough data | 
| **Concurrent User Support** | 8.1 (36 reviews) | Not enough data | 
| **Database Support** | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Looker | Redash | 
|---|---|---|
| **Data Modeling and Governance** | 8.1 (47 reviews) | Not enough data | 
| **Notebook and Script Integration** | 7.2 (34 reviews) | Not enough data | 
| **Built-in Predictive and Statistical Models** | 7.5 (35 reviews) | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Looker | Redash | 
|---|---|---|
| **Auto-generated Insights and Narratives** | 7.3 (35 reviews) | Not enough data | 
| **Natural Language Queries** | 7.6 (36 reviews) | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | 7.6 (34 reviews) | Not enough data | 
| **AI Agents for Analytical Follow-ups** | 7.4 (34 reviews) | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Looker | Redash | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 7.6 (34 reviews) | Not enough data | 
| **Role-based Insight Personalization** | 7.4 (36 reviews) | Not enough data | 
| **Conversational and Prompt-based Analytics** | 7.5 (34 reviews) | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Looker | Redash | 
|---|---|---|
| **Data Transformation** | 8.3 (387 reviews) ✓ Verified | Not enough data | 
| **Data Modeling** | 8.3 (407 reviews) ✓ Verified | Not enough data | 
| **WYSIWYG Report Design** | 8.0 (358 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 8.1 (331 reviews) ✓ Verified | 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 | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Looker | Redash | 
|---|---|---|
| **Drag & Drop** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Self Service Data Preparation** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Sales Trend Analysis** | Not enough data | Not enough data | 
| **Charting** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Storytelling** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Financing Management** | Not enough data | Not enough data | 
| **Self-service Analytics** | Not enough data | Not enough data | 
| **KPI Monitoring** | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Integration** | Not enough data | Not enough data | 
| **Scorecards** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 
| **Task Management** | Not enough data | Not enough data | 
| **Progress Tracking** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Profitability Analysis** | Not enough data | Not enough data | 
| **Project Tracking** | Not enough data | Not enough data | 
| **Strategic Planning** | Not enough data | Not enough data | 
| **Goal Setting/Tracking** | Not enough data | Not enough data | 
| **Publishing/Sharing** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Templates** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Financial Reporting** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.4/10 | 782 |
| **Redash** | N/A | N/A |

#### Reports

| Feature | Looker | Redash | 
|---|---|---|
| **Reports Interface** | 8.6 (684 reviews) ✓ Verified | 8.7 (29 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | 8.2 (24 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (677 reviews) ✓ Verified | 8.6 (30 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (529 reviews) ✓ Verified | 8.3 (22 reviews) ✓ Verified | 
| **Dashboards** | 8.7 (681 reviews) ✓ Verified | 9.0 (30 reviews) ✓ Verified | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Looker | Redash | 
|---|---|---|
| **Calculated Fields** | 8.4 (627 reviews) ✓ Verified | Not enough data | 
| **Data Column Filtering** | 8.6 (648 reviews) ✓ Verified | Not enough data | 
| **Data Discovery** | 8.5 (621 reviews) ✓ Verified | Not enough data | 
| **Search** | 8.1 (618 reviews) ✓ Verified | Not enough data | 
| **Collaboration / Workflow** | 8.4 (596 reviews) ✓ Verified | Not enough data | 
| **Automodeling** | 7.7 (502 reviews) ✓ Verified | Not enough data | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Looker | Redash | 
|---|---|---|
| **Data Transformation** | 8.3 (387 reviews) ✓ Verified | Not enough data | 
| **Data Modeling** | 8.3 (407 reviews) ✓ Verified | Not enough data | 
| **WYSIWYG Report Design** | 8.0 (358 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 8.1 (331 reviews) ✓ Verified | 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 | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Looker | Redash | 
|---|---|---|
| **Generative AI** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Mobile Reporting** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Charting** | Not enough data | Not enough data | 
| **Customization** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Application Development** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Geographic Maps** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Self-service Analytics** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Integration into Third Party Applications** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Visual Workflow Management** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Benchmarking** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Streaming Analytics** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 

### Digital Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.4/10 | 324 |
| **Redash** | N/A | N/A |

#### Metrics

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

#### Reporting

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

#### Other

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

#### Agentic AI - Digital Analytics

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

#### Administration

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

### Sales Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.1/10 | 260 |
| **Redash** | N/A | N/A |

#### Agentic AI - Sales Analytics

| Feature | Looker | Redash | 
|---|---|---|
| **Autonomous Task Execution** | 7.0 (11 reviews) | Not enough data | 
| **Cross-system Integration** | 7.6 (11 reviews) | Not enough data | 
| **Adaptive Learning** | 6.7 (11 reviews) | Not enough data | 
| **Natural Language Interaction** | 7.4 (12 reviews) | Not enough data | 
| **Proactive Assistance** | 7.3 (11 reviews) | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **CRM Integration** | Not enough data | Not enough data | 

#### Data Sourcing

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

#### Predictive Analytics

| Feature | Looker | Redash | 
|---|---|---|
| **Lead Scoring** | 8.3 (153 reviews) | Not enough data | 
| **Opportunity Scoring** | 8.2 (149 reviews) | Not enough data | 
| **Risk Analysis** | 8.2 (147 reviews) | Not enough data | 
| **Live Forecasting** | 8.0 (164 reviews) | Not enough data | 
| **Budgeting/Forecasting** | Not enough data | Not enough data | 
| **Correlation Analysis** | Not enough data | Not enough data | 
| **Competitive Analysis** | Not enough data | Not enough data | 
| **Sales Trend Analysis** | Not enough data | Not enough data | 
| **Statistical Analysis** | Not enough data | Not enough data | 

#### Sales Management

| Feature | Looker | Redash | 
|---|---|---|
| **Live Pipeline Management** | 8.4 (161 reviews) | Not enough data | 
| **Sales Gamification** | 8.2 (140 reviews) | Not enough data | 
| **Account-Based Analytics** | 8.6 (170 reviews) | Not enough data | 
| **Activity Tracking** | 8.7 (168 reviews) | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Task Management** | Not enough data | Not enough data | 
| **Contact Management** | Not enough data | Not enough data | 
| **Lead Management** | Not enough data | Not enough data | 
| **Opportunity Management** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Looker | Redash | 
|---|---|---|
| **Dynamic Modeling** | Not enough data | Not enough data | 
| **Lead Qualification** | Not enough data | Not enough data | 
| **Lead Capture** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Contact Database** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Modeling & Simulation** | Not enough data | Not enough data | 
| **Exception Reporting** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **"What If" Scenarios** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Graphical Data Presentation** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Business Process Control** | Not enough data | Not enough data | 
| **Multi-Currency** | Not enough data | Not enough data | 
| **Pipeline Reports** | Not enough data | Not enough data | 

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.2/10 | 312 |
| **Redash** | N/A | N/A |

#### Marketing Operations

| Feature | Looker | Redash | 
|---|---|---|
| **ROI Tracking** | 8.6 (221 reviews) ✓ Verified | Not enough data | 
| **Data Collection** | 8.7 (242 reviews) ✓ Verified | Not enough data | 
| **Customer Insights** | 8.5 (229 reviews) ✓ Verified | Not enough data | 
| **Multi-User Access** | 8.9 (244 reviews) ✓ Verified | Not enough data | 
| **Spend Management** | 8.4 (130 reviews) | Not enough data | 
| **White Label** | Feature Not Available | Not enough data | 
| **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 | Looker | Redash | 
|---|---|---|
| **Campaign Insights** | 8.6 (231 reviews) ✓ Verified | Not enough data | 
| **Reports and Dashboards** | 8.8 (260 reviews) ✓ Verified | Not enough data | 
| **Campaign Stickiness** | 8.5 (212 reviews) ✓ Verified | Not enough data | 
| **Multichannel Tracking** | 8.5 (213 reviews) ✓ Verified | Not enough data | 
| **Brand Optimization** | 8.4 (199 reviews) ✓ Verified | Not enough data | 
| **Predictive Analytics** | 7.9 (120 reviews) ✓ Verified | Not enough data | 
| **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 | 
| **Customizable Reports** | Not enough data | Not enough data | 

#### Agentic AI - Marketing Analytics

| Feature | Looker | Redash | 
|---|---|---|
| **Autonomous Task Execution** | 6.8 (14 reviews) | Not enough data | 
| **Cross-system Integration** | 7.5 (14 reviews) | Not enough data | 
| **Proactive Assistance** | 7.3 (14 reviews) | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Social Media Integration** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Looker | Redash | 
|---|---|---|
| **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 | 

---
## Categories
**Shared Categories (1):** [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)

**Unique to Looker (5):** [Sales Analytics Software](https://www.g2.com/categories/sales-analytics), [Marketing Analytics Software](https://www.g2.com/categories/marketing-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)



---
## Reviewer Demographics

### By Company Size

| Segment | Looker | Redash | 
|---|---|---|
| **Small-Business** | 19.4% | 36.4% | 
| **Mid-Market** | 60.4% | 50.0% | 
| **Enterprise** | 20.1% | 13.6% | 

### By Industry

#### Looker

- **Computer Software:** 11.6%
- **Information Technology and Services:** 11.2%
- **Marketing and Advertising:** 8.4%
- **Financial Services:** 7.4%
- **Internet:** 6.0%
- **Retail:** 5.0%
- **Food & Beverages:** 2.2%
- **Health, Wellness and Fitness:** 2.2%
- **Consumer Goods:** 2.1%
- **Hospital & Health Care:** 2.1%
- **Other:** 41.9%

#### Redash

- **Information Technology and Services:** 25.0%
- **Computer Software:** 13.6%
- **Financial Services:** 11.4%
- **Marketing and Advertising:** 6.8%
- **Market Research:** 4.5%
- **Internet:** 4.5%
- **Computer & Network Security:** 4.5%
- **Education Management:** 4.5%
- **Accounting:** 2.3%
- **Arts and Crafts:** 2.3%
- **Other:** 20.5%

---
## Alternatives

### 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 (287 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1091 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 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 (282 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 (4223 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (929 reviews)
- [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (908 reviews)

### Alternatives to Redash

- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1091 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 reviews)
- [Data Studio](https://www.g2.com/products/data-studio/reviews) — 4.4/5 stars (476 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (908 reviews)
- [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) — 4.2/5 stars (287 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1363 reviews)
- [Canva](https://www.g2.com/products/canva/reviews) — 4.7/5 stars (7701 reviews)
- [MongoDB Atlas](https://www.g2.com/products/mongodb-atlas/reviews) — 4.5/5 stars (903 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (620 reviews)

---
## Top Discussions

### Looker

- Title: [Is looker an ETL tool?](https://www.g2.com/discussions/is-looker-an-etl-tool) — 4 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: [What is Looker used for?](https://www.g2.com/discussions/what-is-looker-used-for) — 2 comments
  > **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: [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: [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..."

### Redash

- Title: [Is redash open source?](https://www.g2.com/discussions/is-redash-open-source) — 1 comment
  > **Top comment:** "Yes, Redash has a payable and open source versions"

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