# Elastic Stack, Splunk Enterprise vs Looker Comparison

| | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.3 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 105 | 433 | 1,643 | 
| **Largest Market Segment** | Mid-Market (42.0% of reviews) | Enterprise (63.9% of reviews) | Mid-Market (60.6% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Elastic Stack

Pros:
- Ease of Use (3 reviews)
- Flexibility (3 reviews)

Cons:
- Resource Management (3 reviews)
- Complexity Issues (2 reviews)

### Splunk Enterprise

Pros:
- Ease of Use (46 reviews)
- Log Management (31 reviews)

Cons:
- Expensive (32 reviews)
- Learning Curve (29 reviews)

### Looker

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

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

---
## Ratings Comparison
| Rating | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
  | **Meets Requirements** | 9.0 (77 reviews) | 8.9 (343 reviews) | 8.7 (1129 reviews) | 
  | **Ease of Use** | 8.0 (74 reviews) | 8.1 (348 reviews) | 8.3 (1135 reviews) | 
  | **Ease of Setup** | 7.7 (34 reviews) | 7.9 (150 reviews) | 8.3 (611 reviews) | 
  | **Ease of Admin** | 7.6 (24 reviews) | 8.1 (127 reviews) | 8.3 (430 reviews) | 
  | **Quality of Support** | 8.1 (70 reviews) | 8.4 (285 reviews) | 8.6 (964 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (22 reviews) | 8.7 (127 reviews) | 8.9 (409 reviews) | 
  | **Product Direction (% positive)** | 9.1 (74 reviews) | 7.8 (333 reviews) | 8.7 (1057 reviews) | 

---
## Pricing

### Elastic Stack

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Splunk Enterprise

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Looker

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | 8.2/10 | 43 |
| **Splunk Enterprise** | N/A | N/A |
| **Looker** | 8.3/10 | 781 |

#### Reports

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Reports Interface** | 8.1 (37 reviews) | Not enough data | 8.6 (681 reviews) ✓ Verified | 
| **Steps to Answer** | 7.6 (32 reviews) | Not enough data | 8.2 (621 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.4 (36 reviews) | Not enough data | 8.2 (675 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (34 reviews) | Not enough data | 8.3 (531 reviews) ✓ Verified | 
| **Dashboards** | 8.6 (38 reviews) | Not enough data | 8.7 (677 reviews) ✓ Verified | 

#### Self Service 

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | 8.4 (627 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | Not enough data | 8.6 (648 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | Not enough data | 8.4 (616 reviews) ✓ Verified | 
| **Search** | Not enough data | Not enough data | 8.1 (617 reviews) ✓ Verified | 
| **Collaboration / Workflow** | Not enough data | Not enough data | 8.4 (594 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | Not enough data | 7.7 (503 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Predictive Analytics** | Not enough data | Not enough data | 7.6 (430 reviews) ✓ Verified | 
| **Data Visualization** | Not enough data | Not enough data | 8.4 (645 reviews) ✓ Verified | 
| **Big Data Services** | Not enough data | Not enough data | 8.0 (517 reviews) ✓ Verified | 

#### Building Reports

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Data Transformation** | Not enough data | 9.7 (5 reviews) | 8.3 (386 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | 9.7 (5 reviews) | 8.3 (403 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | 9.0 (5 reviews) | 8.0 (357 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | 9.3 (5 reviews) | 8.1 (332 reviews) ✓ Verified | 

#### Platform

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | 

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | 8.5/10 | 46 |
| **Splunk Enterprise** | N/A | N/A |
| **Looker** | 8.2/10 | 747 |

#### Reports

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Reports Interface** | 8.1 (37 reviews) | Not enough data | 8.6 (681 reviews) ✓ Verified | 
| **Steps to Answer** | 7.6 (32 reviews) | Not enough data | 8.2 (621 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.4 (36 reviews) | Not enough data | 8.2 (675 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (34 reviews) | Not enough data | 8.3 (531 reviews) ✓ Verified | 
| **Dashboards** | 8.6 (38 reviews) | Not enough data | 8.7 (677 reviews) ✓ Verified | 

#### Reports

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Reports Interface** | 8.6 (21 reviews) | Not enough data | 8.5 (112 reviews) | 
| **Share Reports** | 8.7 (20 reviews) | Not enough data | 8.5 (109 reviews) | 
| **Steps to Answer** | 8.3 (20 reviews) | Not enough data | 8.0 (103 reviews) | 

#### Generative AI

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **AI Text Generation** | 9.0 (7 reviews) | Not enough data | 7.0 (100 reviews) | 
| **AI Text Summarization** | 9.0 (8 reviews) | Not enough data | 7.1 (100 reviews) | 

#### Visualization

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Graphs and Charts** | 8.8 (21 reviews) | Not enough data | 8.5 (116 reviews) | 
| **Score Cards** | 8.8 (20 reviews) | Not enough data | 8.4 (111 reviews) | 
| **Dashboards** | 9.0 (24 reviews) | Not enough data | 8.7 (116 reviews) | 
| **Formats** | 8.7 (22 reviews) | Not enough data | 8.3 (109 reviews) | 

#### Data Updates

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Historical Snapshots** | 8.5 (22 reviews) | Not enough data | 8.1 (107 reviews) | 
| **Real-Time Updating** | 9.0 (23 reviews) | Not enough data | 8.3 (107 reviews) | 

#### Collaboration

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Sharing** | 8.6 (22 reviews) | Not enough data | 8.4 (109 reviews) | 
| **Co-Editing** | 8.3 (21 reviews) | Not enough data | 8.0 (106 reviews) | 
| **Devices** | 8.3 (22 reviews) | Not enough data | 8.0 (102 reviews) | 

#### Data Updates

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Historical Snapshots** | 8.5 (27 reviews) | Not enough data | 7.8 (137 reviews) | 
| **Real-Time Updating** | 8.4 (34 reviews) | Not enough data | 8.0 (143 reviews) | 
| **Email Reports** | 8.2 (29 reviews) | Not enough data | 8.5 (145 reviews) | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Splunk Enterprise** | 9.4/10 | 12 |
| **Looker** | 7.9/10 | 803 |

#### Reports

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Reports Interface** | 8.1 (37 reviews) | Not enough data | 8.6 (681 reviews) ✓ Verified | 
| **Steps to Answer** | 7.6 (32 reviews) | Not enough data | 8.2 (621 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.4 (36 reviews) | Not enough data | 8.2 (675 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (34 reviews) | Not enough data | 8.3 (531 reviews) ✓ Verified | 
| **Dashboards** | 8.6 (38 reviews) | Not enough data | 8.7 (677 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Connectors** | Not enough data | Not enough data | 8.3 (293 reviews) ✓ Verified | 
| **Data Governance** | Not enough data | Not enough data | 8.3 (264 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Data Querying** | Not enough data | Not enough data | 8.5 (313 reviews) ✓ Verified | 
| **Data Filtering** | Not enough data | Not enough data | 8.7 (334 reviews) ✓ Verified | 
| **Data Blending** | Not enough data | Not enough data | 8.4 (310 reviews) ✓ Verified | 

#### Generative AI

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 7.1 (88 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 7.1 (86 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.2 (40 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 7.4 (39 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 7.3 (40 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 7.1 (40 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 7.3 (40 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 7.4 (39 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 7.8 (40 reviews) | 

#### Self Service 

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | 8.4 (627 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | Not enough data | 8.6 (648 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | Not enough data | 8.4 (616 reviews) ✓ Verified | 
| **Search** | Not enough data | Not enough data | 8.1 (617 reviews) ✓ Verified | 
| **Collaboration / Workflow** | Not enough data | Not enough data | 8.4 (594 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | Not enough data | 7.7 (503 reviews) ✓ Verified | 

#### Deployment & Integration - Analytics Platforms

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **No-code Dashboard Builder** | Not enough data | Not enough data | 8.1 (40 reviews) | 
| **Report Scheduling and Automation** | Not enough data | Not enough data | 8.4 (44 reviews) | 
| **Embedded Analytics and White-labeling** | Not enough data | Not enough data | 7.7 (35 reviews) | 
| **Data Source Connectivity** | Not enough data | Not enough data | 8.3 (50 reviews) | 

#### Advanced Analytics

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Predictive Analytics** | Not enough data | Not enough data | 7.6 (430 reviews) ✓ Verified | 
| **Data Visualization** | Not enough data | Not enough data | 8.4 (645 reviews) ✓ Verified | 
| **Big Data Services** | Not enough data | Not enough data | 8.0 (517 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Large data handling and Query Speed** | Not enough data | Not enough data | 7.1 (56 reviews) | 
| **Concurrent User Support** | Not enough data | Not enough data | 8.0 (36 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

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

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | Not enough data | 7.1 (34 reviews) | 
| **Natural Language Queries** | Not enough data | Not enough data | 7.5 (36 reviews) | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | Not enough data | 7.6 (35 reviews) | 
| **AI Agents for Analytical Follow-ups** | Not enough data | Not enough data | 7.4 (35 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | Not enough data | 7.6 (35 reviews) | 
| **Role-based Insight Personalization** | Not enough data | Not enough data | 7.4 (37 reviews) | 
| **Conversational and Prompt-based Analytics** | Not enough data | Not enough data | 7.6 (35 reviews) | 

#### Building Reports

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Data Transformation** | Not enough data | 9.7 (5 reviews) | 8.3 (386 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | 9.7 (5 reviews) | 8.3 (403 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | 9.0 (5 reviews) | 8.0 (357 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | 9.3 (5 reviews) | 8.1 (332 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Looker** | 8.4/10 | 773 |

#### Reports

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Reports Interface** | 8.1 (37 reviews) | Not enough data | 8.6 (681 reviews) ✓ Verified | 
| **Steps to Answer** | 7.6 (32 reviews) | Not enough data | 8.2 (621 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.4 (36 reviews) | Not enough data | 8.2 (675 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (34 reviews) | Not enough data | 8.3 (531 reviews) ✓ Verified | 
| **Dashboards** | 8.6 (38 reviews) | Not enough data | 8.7 (677 reviews) ✓ Verified | 

#### Self Service 

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | 8.4 (627 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | Not enough data | 8.6 (648 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | Not enough data | 8.4 (616 reviews) ✓ Verified | 
| **Search** | Not enough data | Not enough data | 8.1 (617 reviews) ✓ Verified | 
| **Collaboration / Workflow** | Not enough data | Not enough data | 8.4 (594 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | Not enough data | 7.7 (503 reviews) ✓ Verified | 

#### Building Reports

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Data Transformation** | Not enough data | 9.7 (5 reviews) | 8.3 (386 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | 9.7 (5 reviews) | 8.3 (403 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | 9.0 (5 reviews) | 8.0 (357 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | 9.3 (5 reviews) | 8.1 (332 reviews) ✓ Verified | 

### Digital Analytics

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Looker** | 8.4/10 | 324 |

#### Metrics

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

#### Reporting

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

#### Other

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

#### Agentic AI - Digital Analytics

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

#### Administration

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

### Customer Data Platform (CDP)

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Looker** | N/A | N/A |

#### Data Sourcing

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Data Enrichment** | Not enough data | Not enough data | Not enough data | 
| **Expandability** | Not enough data | Not enough data | Not enough data | 
| **Content Marketing** | Not enough data | Not enough data | Not enough data | 
| **Multiple Devices** | Not enough data | Not enough data | Not enough data | 

#### Intelligence

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Marketing Metrics** | Not enough data | Not enough data | Not enough data | 
| **Predictive Modeling** | Not enough data | Not enough data | Not enough data | 
| **Recommendation Engine** | Not enough data | Not enough data | Not enough data | 

### AIOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Splunk Enterprise** | 7.3/10 | 13 |
| **Looker** | N/A | N/A |

#### Functionality

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Artificial Intelligence** | Not enough data | 7.0 (9 reviews) | Not enough data | 
| **Machine Learning** | Not enough data | 6.5 (9 reviews) | Not enough data | 
| **Systems Monitoring** | Not enough data | 7.9 (12 reviews) | Not enough data | 

#### Issue Resolution

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Root Cause Identification** | Not enough data | 7.1 (11 reviews) | Not enough data | 
| **Proactive Identification** | Not enough data | 6.8 (10 reviews) | Not enough data | 
| **Resolution Guidance** | Not enough data | 6.8 (10 reviews) | Not enough data | 

#### Management

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **System Integration** | Not enough data | 7.7 (10 reviews) | Not enough data | 
| **Alerting** | Not enough data | 8.2 (12 reviews) | Not enough data | 
| **Reporting** | Not enough data | 7.9 (12 reviews) | Not enough data | 

#### Generative AI

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - AIOps Platforms

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Hardware Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Splunk Enterprise** | 8.9/10 | 23 |
| **Looker** | N/A | N/A |

#### Visibility

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Dashboards and Visualizations** | Not enough data | 9.3 (19 reviews) | Not enough data | 
| **Alerts and Notifications** | Not enough data | 8.9 (20 reviews) | Not enough data | 
| **Reporting** | Not enough data | 9.2 (20 reviews) | Not enough data | 

#### Monitoring and Management

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Multi-Device Management** | Not enough data | 8.9 (17 reviews) | Not enough data | 
| **Automation** | Not enough data | 8.7 (15 reviews) | Not enough data | 
| **Performance Baseline** | Not enough data | 8.4 (19 reviews) | Not enough data | 
| **Real-Time Monitoring** | Not enough data | 9.1 (20 reviews) | Not enough data | 

#### Agentic AI - Hardware Monitoring

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Log Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Looker** | N/A | N/A |

#### Visibility

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Dashboards and Visualizations** | Not enough data | Not enough data | Not enough data | 
| **Alerts and Notifications** | Not enough data | Not enough data | Not enough data | 
| **Reporting** | Not enough data | Not enough data | Not enough data | 

#### Monitoring and Management

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Automation** | Not enough data | Not enough data | Not enough data | 
| **Performance Baseline** | Not enough data | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Log Monitoring

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Enterprise Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Splunk Enterprise** | 8.8/10 | 82 |
| **Looker** | N/A | N/A |

#### Functionality

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Diverse Systems Monitoring** | Not enough data | 8.9 (65 reviews) | Not enough data | 
| **Real-Time Analytics** | Not enough data | 8.8 (68 reviews) | Not enough data | 
| **Observability** | Not enough data | 9.1 (70 reviews) | Not enough data | 
| **AI/ML Integration** | Not enough data | 7.8 (55 reviews) | Not enough data | 

#### Management

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Single Pane of Glass** | Not enough data | 8.4 (59 reviews) | Not enough data | 
| **Dashboards and Visualization** | Not enough data | 9.0 (68 reviews) | Not enough data | 
| **Performance Baselines** | Not enough data | 8.5 (61 reviews) | Not enough data | 
| **Alerting** | Not enough data | 9.0 (62 reviews) | Not enough data | 

#### Agentic AI - Enterprise Monitoring

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | 9.5 (7 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### ServiceNow Store Apps

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Splunk Enterprise** | 9.0/10 | 8 |
| **Looker** | N/A | N/A |

#### ServiceNow Apps

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **ServiceNow Integration** | Not enough data | Not enough data | Not enough data | 
| **Value** | Not enough data | 9.0 (5 reviews) | Not enough data | 

#### Agentic AI - ServiceNow Store Apps

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### Log Analysis

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | 8.6/10 | 18 |
| **Splunk Enterprise** | 8.6/10 | 76 |
| **Looker** | N/A | N/A |

#### Data Preparation

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Data Sources** | 8.6 (12 reviews) | 9.0 (67 reviews) ✓ Verified | Not enough data | 
| **Indexing** | 9.2 (14 reviews) | 8.8 (66 reviews) ✓ Verified | Not enough data | 
| **Automated Tagging** | 8.8 (11 reviews) | 8.0 (61 reviews) ✓ Verified | Not enough data | 
| **Data Blending** | 8.2 (10 reviews) | 8.3 (61 reviews) ✓ Verified | Not enough data | 

#### Analysis

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Track Trends** | 8.2 (10 reviews) | 8.3 (60 reviews) ✓ Verified | Not enough data | 
| **Detect Anomalies** | 8.2 (10 reviews) | 8.3 (62 reviews) ✓ Verified | Not enough data | 
| **Metric and Event Data** | 9.0 (13 reviews) | 8.8 (62 reviews) ✓ Verified | Not enough data | 
| **Search** | 9.0 (14 reviews) | 8.7 (67 reviews) ✓ Verified | Not enough data | 
| **Alerts** | 8.6 (14 reviews) | 8.8 (63 reviews) ✓ Verified | Not enough data | 
| **Live Tail** | 8.0 (9 reviews) | 8.2 (53 reviews) ✓ Verified | Not enough data | 

#### Visualization

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Dashboards** | 9.0 (12 reviews) | 8.8 (68 reviews) ✓ Verified | Not enough data | 
| **Data Discovery** | 8.6 (11 reviews) | 8.7 (64 reviews) ✓ Verified | Not enough data | 

#### Agentic AI - Log Analysis

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Data Fabric

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Looker** | N/A | N/A |

#### Data Management

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Data Integration** | Not enough data | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 
| **Multi - Platform** | Not enough data | Not enough data | Not enough data | 
| **Metadata** | Not enough data | Not enough data | Not enough data | 

#### Analytics

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Data Analytics** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Compliance** | Not enough data | Not enough data | Not enough data | 
| **Governance** | Not enough data | Not enough data | Not enough data | 
| **Data Protection** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Data Fabric

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Document Databases

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | 7.7/10 | 5 |
| **Splunk Enterprise** | N/A | N/A |
| **Looker** | N/A | N/A |

#### Data Management

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Data Model** | 8.3 (5 reviews) | Not enough data | Not enough data | 
| **Data Types** | Not enough data | Not enough data | Not enough data | 
| **Built - In Search** | 8.0 (5 reviews) | Not enough data | Not enough data | 
| **Event Triggers** | 7.3 (5 reviews) | Not enough data | Not enough data | 

#### Availability

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Auto Sharding** | Not enough data | Not enough data | Not enough data | 
| **Auto Recovery** | 7.0 (5 reviews) | Not enough data | Not enough data | 
| **Data Replication** | 8.0 (5 reviews) | Not enough data | Not enough data | 

#### Performance

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Query Optimization** | 7.3 (5 reviews) | Not enough data | Not enough data | 

#### Security

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Role-Based Authorization** | Not enough data | Not enough data | Not enough data | 
| **Authentication** | 8.0 (5 reviews) | Not enough data | Not enough data | 
| **Audit Logs** | Not enough data | Not enough data | Not enough data | 
| **Encryption** | Not enough data | Not enough data | Not enough data | 

#### Support

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Multi-Model** | Not enough data | Not enough data | Not enough data | 
| **Operating Systems** | Not enough data | Not enough data | Not enough data | 
| **BI Connectors** | Not enough data | Not enough data | Not enough data | 

### Graph Databases

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | 9.2/10 | 5 |
| **Splunk Enterprise** | N/A | N/A |
| **Looker** | N/A | N/A |

#### Data Management

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Data Model** | Not enough data | Not enough data | Not enough data | 
| **Data Types** | 9.7 (5 reviews) | Not enough data | Not enough data | 
| **Built - In Search** | 9.3 (5 reviews) | Not enough data | Not enough data | 
| **Event Triggers** | 8.7 (5 reviews) | Not enough data | Not enough data | 
| **Query Language** | 9.3 (5 reviews) | Not enough data | Not enough data | 

#### Availability

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Auto Sharding** | 9.3 (5 reviews) | Not enough data | Not enough data | 
| **Auto Recovery** | 9.3 (5 reviews) | Not enough data | Not enough data | 

#### Performance

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Query Optimization** | 9.0 (5 reviews) | Not enough data | Not enough data | 

#### Security

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Role-Based Authorization** | 9.3 (5 reviews) | Not enough data | Not enough data | 
| **Authentication** | 9.3 (5 reviews) | Not enough data | Not enough data | 
| **Audit Logs** | 9.3 (5 reviews) | Not enough data | Not enough data | 
| **Encryption** | 9.0 (5 reviews) | Not enough data | Not enough data | 

#### Support

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Multi-Model** | Not enough data | Not enough data | Not enough data | 
| **BI Connectors** | Not enough data | Not enough data | Not enough data | 
| **Operating Systems** | Not enough data | Not enough data | Not enough data | 

### Sales Analytics

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Looker** | 8.1/10 | 260 |

#### Agentic AI - Sales Analytics

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

#### Data Sourcing

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

#### Predictive Analytics

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Lead Scoring** | Not enough data | Not enough data | 8.3 (153 reviews) | 
| **Opportunity Scoring** | Not enough data | Not enough data | 8.2 (149 reviews) | 
| **Risk Analysis** | Not enough data | Not enough data | 8.2 (147 reviews) | 
| **Live Forecasting** | Not enough data | Not enough data | 8.0 (164 reviews) | 

#### Sales Management

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

### Security Information and Event Management (SIEM)

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Splunk Enterprise** | 8.2/10 | 30 |
| **Looker** | N/A | N/A |

#### Network Management

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Activity Monitoring** | Not enough data | 9.1 (27 reviews) | Not enough data | 
| **Asset Management** | Not enough data | 7.3 (23 reviews) | Not enough data | 
| **Log Management** | Not enough data | 9.3 (27 reviews) | Not enough data | 

#### Incident Management

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Event Management** | Not enough data | 8.9 (28 reviews) | Not enough data | 
| **Automated Response** | Not enough data | 7.8 (26 reviews) | Not enough data | 
| **Incident Reporting** | Not enough data | 8.5 (26 reviews) | Not enough data | 

#### Security Intelligence

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Threat Intelligence** | Not enough data | 7.3 (24 reviews) | Not enough data | 
| **Vulnerability Assessment** | Not enough data | 6.5 (22 reviews) | Not enough data | 
| **Advanced Analytics** | Not enough data | 8.5 (25 reviews) | Not enough data | 
| **Data Examination** | Not enough data | 8.4 (25 reviews) | Not enough data | 

#### Agentic AI - Security Information and Event Management (SIEM)

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Looker** | 8.2/10 | 312 |

#### Marketing Operations

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **ROI Tracking** | Not enough data | Not enough data | 8.6 (221 reviews) ✓ Verified | 
| **Data Collection** | Not enough data | Not enough data | 8.7 (242 reviews) ✓ Verified | 
| **Customer Insights** | Not enough data | Not enough data | 8.5 (229 reviews) ✓ Verified | 
| **Multi-User Access** | Not enough data | Not enough data | 8.9 (244 reviews) ✓ Verified | 
| **Spend Management** | Not enough data | Not enough data | 8.4 (130 reviews) | 
| **White Label** | Not enough data | Not enough data | Feature Not Available | 

#### Campaign Activity

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Campaign Insights** | Not enough data | Not enough data | 8.6 (231 reviews) ✓ Verified | 
| **Reports and Dashboards** | Not enough data | Not enough data | 8.8 (260 reviews) ✓ Verified | 
| **Campaign Stickiness** | Not enough data | Not enough data | 8.5 (212 reviews) ✓ Verified | 
| **Multichannel Tracking** | Not enough data | Not enough data | 8.5 (213 reviews) ✓ Verified | 
| **Brand Optimization** | Not enough data | Not enough data | 8.4 (199 reviews) ✓ Verified | 
| **Predictive Analytics** | Not enough data | Not enough data | 7.9 (120 reviews) ✓ Verified | 

#### Agentic AI - Marketing Analytics

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 6.8 (14 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 7.5 (14 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 7.3 (14 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Looker** | N/A | N/A |

#### Data Transformation

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Real-Time Analytics** | Not enough data | 8.7 (15 reviews) ✓ Verified | Not enough data | 
| **Data Querying** | Not enough data | Not enough data | Not enough data | 

#### Connectivity

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Hadoop Integration** | Not enough data | 8.3 (12 reviews) ✓ Verified | Not enough data | 
| **Spark Integration** | Not enough data | 8.5 (11 reviews) ✓ Verified | Not enough data | 
| **Multi-Source Analysis** | Not enough data | 8.4 (15 reviews) ✓ Verified | Not enough data | 
| **Data Lake** | Not enough data | Feature Not Available | Not enough data | 

#### Operations

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Data Visualization** | Not enough data | 8.8 (15 reviews) ✓ Verified | Not enough data | 
| **Data Workflow** | Not enough data | 9.1 (13 reviews) ✓ Verified | Not enough data | 
| **Governed Discovery** | Not enough data | Feature Not Available | Not enough data | 
| **Embedded Analytics** | Not enough data | Feature Not Available | Not enough data | 
| **Notebooks** | Not enough data | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Looker** | N/A | N/A |

#### Building Reports

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Data Transformation** | Not enough data | 9.7 (5 reviews) | 8.3 (386 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | 9.7 (5 reviews) | 8.3 (403 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | 9.0 (5 reviews) | 8.0 (357 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | 9.3 (5 reviews) | 8.1 (332 reviews) ✓ Verified | 

#### Platform

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | 

### NoSQL Databases

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Looker** | N/A | N/A |

#### Database Features

| Feature | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Storage** | Not enough data | Not enough data | Not enough data | 
| **Availability** | Not enough data | Not enough data | Not enough data | 
| **Stability** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 
| **Security** | Not enough data | Not enough data | Not enough data | 
| **Data Manipulation** | Not enough data | Not enough data | Not enough data | 
| **Query Language** | Not enough data | Not enough data | Not enough data | 

---
## Categories

**Unique to Elastic Stack (7):** [Stream Analytics Software](https://www.g2.com/categories/stream-analytics), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools), [Log Analysis Software](https://www.g2.com/categories/log-analysis), [Graph Databases](https://www.g2.com/categories/graph-databases), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Document Databases](https://www.g2.com/categories/document-databases), [Data Fabric Software](https://www.g2.com/categories/data-fabric)

**Unique to Splunk Enterprise (10):** [Enterprise Monitoring Software](https://www.g2.com/categories/enterprise-monitoring), [Hardware Monitoring Software](https://www.g2.com/categories/hardware-monitoring), [AIOps Tools](https://www.g2.com/categories/aiops-platforms), [ServiceNow Marketplace Apps](https://www.g2.com/categories/servicenow-store-apps), [Customer Data Platforms (CDP)](https://www.g2.com/categories/customer-data-platform-cdp), [Log Analysis Software](https://www.g2.com/categories/log-analysis), [Security Information and Event Management (SIEM) Software](https://www.g2.com/categories/security-information-and-event-management-siem), [Log Monitoring Software](https://www.g2.com/categories/log-monitoring), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)

**Unique to Looker (6):** [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), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Elastic Stack | Splunk Enterprise | Looker | 
|---|---|---|---|
| **Small-Business** | 23.0% | 8.5% | 19.3% | 
| **Mid-Market** | 42.0% | 27.6% | 60.6% | 
| **Enterprise** | 35.0% | 63.9% | 20.1% | 

### By Industry

#### Elastic Stack

- **Computer Software:** 23.7%
- **Information Technology and Services:** 22.7%
- **Telecommunications:** 5.2%
- **Financial Services:** 4.1%
- **Computer & Network Security:** 3.1%
- **Automotive:** 3.1%
- **Marketing and Advertising:** 3.1%
- **Consumer Services:** 2.1%
- **Internet:** 2.1%
- **Banking:** 2.1%
- **Other:** 28.9%

#### Splunk Enterprise

- **Information Technology and Services:** 26.3%
- **Computer Software:** 10.2%
- **Financial Services:** 6.6%
- **Internet:** 6.1%
- **Computer & Network Security:** 6.1%
- **Banking:** 3.4%
- **Telecommunications:** 3.4%
- **Hospital & Health Care:** 3.2%
- **Retail:** 2.9%
- **Higher Education:** 2.4%
- **Other:** 29.4%

#### Looker

- **Computer Software:** 11.5%
- **Information Technology and Services:** 11.0%
- **Marketing and Advertising:** 8.3%
- **Financial Services:** 7.4%
- **Internet:** 6.1%
- **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 Elastic Stack

- [Data Studio](https://www.g2.com/products/data-studio/reviews) — 4.4/5 stars (475 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (707 reviews)
- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 reviews)
- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (583 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [AgencyAnalytics](https://www.g2.com/products/agencyanalytics/reviews) — 4.7/5 stars (447 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)
- [MongoDB](https://www.g2.com/products/mongodb/reviews) — 4.5/5 stars (557 reviews)

### Alternatives to Splunk Enterprise

- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (707 reviews)
- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (636 reviews)
- [Mezmo](https://www.g2.com/products/mezmo/reviews) — 4.6/5 stars (224 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (400 reviews)
- [Coralogix](https://www.g2.com/products/coralogix/reviews) — 4.6/5 stars (343 reviews)
- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (583 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Logz.io](https://www.g2.com/products/logz-io/reviews) — 4.5/5 stars (171 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (478 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 (287 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 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 (3657 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 (692 reviews)

---
## Top Discussions

### Elastic Stack

- Title: [What is Grafana and Kibana?](https://www.g2.com/discussions/what-is-grafana-and-kibana) — 1 comment
  > **Top comment:** "Grahical interfaces to underlying data sources."
- Title: [What are the features of Kibana?](https://www.g2.com/discussions/what-are-the-features-of-kibana) — 1 comment
  > **Top comment:** "Visualisation is the primary of kibana"

### Splunk Enterprise

- Title: [What is Splunk Enterprise used for?](https://www.g2.com/discussions/what-is-splunk-enterprise-used-for) — 1 comment
  > **Top comment:** "Log Monitoring and analysis."
- Title: [What is the difference between Splunk Enterprise and Splunk Enterprise Security?](https://www.g2.com/discussions/splunk-enterprise-what-is-the-difference-between-splunk-enterprise-and-splunk-enterprise-security) — 1 comment
  > **Top comment:** "In summary, while both Splunk Enterprise and Splunk Enterprise Security are built on the same core platform, they serve different purposes. Splunk Enterprise..."
- Title: [What are Splunk Enterprise components?](https://www.g2.com/discussions/what-are-splunk-enterprise-components) — 1 comment
  > **Top comment:** "Splunk's 3 main components: Search Head (UI), Indexer (DB) and Forwarder (Endpoint Agent with Universal Forwarder or Aggregation Agent with..."
- Title: [Which apps ship with Splunk Enterprise?](https://www.g2.com/discussions/which-apps-ship-with-splunk-enterprise) — 1 comment
  > **Top comment:** "Splunk Enterprise comes with a variety of built-in apps and add-ons that provide additional functionality, visualizations, and preconfigured dashboards for..."
- Title: [What does Splunk Enterprise do?](https://www.g2.com/discussions/what-does-splunk-enterprise-do) — 1 comment
  > **Top comment:** "Splunk Enterprise is a powerful data analytics platform that allows organizations to collect, index, search, and analyze a wide variety of machine-generated..."

### 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..."

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