# Elastic Stack, Lenses vs Datadog Comparison

| | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.2 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 103 | 17 | 703 | 
| **Largest Market Segment** | Mid-Market (42.9% of reviews) | Enterprise (50.0% of reviews) | Mid-Market (47.2% of reviews) | 
| **Entry Level Price** | No pricing available | Free | $0 Per host, per month | 

---
## Top Pros & Cons

### Elastic Stack

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

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

### Lenses

Pros:
- Ease of Use (7 reviews)
- User Interface (6 reviews)

Cons:
- Feature Limitations (5 reviews)
- Limitations (5 reviews)

### Datadog

Pros:
- Ease of Use (145 reviews)
- Monitoring (144 reviews)

Cons:
- Expensive (92 reviews)
- Learning Curve (73 reviews)

---
## Ratings Comparison
| Rating | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
  | **Meets Requirements** | 8.9 (75 reviews) | 8.2 (13 reviews) | 8.8 (522 reviews) | 
  | **Ease of Use** | 8.0 (72 reviews) | 9.4 (14 reviews) | 8.2 (623 reviews) | 
  | **Ease of Setup** | 7.6 (32 reviews) | 7.6 (11 reviews) | 8.3 (389 reviews) | 
  | **Ease of Admin** | 7.6 (24 reviews) | 8.8 (11 reviews) | 8.3 (233 reviews) | 
  | **Quality of Support** | 8.2 (68 reviews) | 7.4 (14 reviews) | 8.3 (463 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (22 reviews) | 8.5 (10 reviews) | 8.5 (219 reviews) | 
  | **Product Direction (% positive)** | 9.0 (72 reviews) | 5.5 (13 reviews) | 9.0 (506 reviews) | 

---
## Pricing

### Elastic Stack

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Lenses

#### Entry-Level Pricing

Plan: Community Edition

Price: Free

Description: Run it now, for free, forever. Connect it to up to 2 Kafka clusters or your local instance.

Key Features:
- Full observability features
- Supports all kafka vendors
- 2 user accounts

[Browse all 3 editions](https://www.g2.com/products/lenses/pricing)

#### Free Trial

Yes

### Datadog

#### Entry-Level Pricing

Plan: Free

Price: $0 Per host, per month

Description: Core collection and visualization features

Key Features:
- Discussion Group Supported
- 1-Day Metric Retention
- Up to 5 Hosts

[Browse all 3 editions](https://www.g2.com/products/datadog/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | 8.2/10 | 43 |
| **Lenses** | N/A | N/A |
| **Datadog** | N/A | N/A |

#### Reports

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Reports Interface** | 8.1 (37 reviews) | Not enough data | Not enough data | 
| **Steps to Answer** | 7.6 (32 reviews) | Not enough data | Not enough data | 
| **Graphs and Charts** | 8.4 (36 reviews) | Not enough data | Not enough data | 
| **Score Cards** | 8.3 (34 reviews) | Not enough data | Not enough data | 
| **Dashboards** | 8.6 (38 reviews) | Not enough data | Not enough data | 

#### Self Service 

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | Not enough data | 
| **Data Column Filtering** | Not enough data | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 
| **Search** | Not enough data | Not enough data | Not enough data | 
| **Collaboration / Workflow** | Not enough data | Not enough data | Not enough data | 
| **Automodeling** | Not enough data | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Predictive Analytics** | Not enough data | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 
| **Big Data Services** | Not enough data | Not enough data | Not enough data | 

#### Building Reports

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 | 45 |
| **Lenses** | N/A | N/A |
| **Datadog** | N/A | N/A |

#### Reports

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Reports Interface** | 8.1 (37 reviews) | Not enough data | Not enough data | 
| **Steps to Answer** | 7.6 (32 reviews) | Not enough data | Not enough data | 
| **Graphs and Charts** | 8.4 (36 reviews) | Not enough data | Not enough data | 
| **Score Cards** | 8.3 (34 reviews) | Not enough data | Not enough data | 
| **Dashboards** | 8.6 (38 reviews) | Not enough data | Not enough data | 

#### Reports

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Reports Interface** | 8.6 (21 reviews) | Not enough data | Not enough data | 
| **Share Reports** | 8.7 (20 reviews) | Not enough data | Not enough data | 
| **Steps to Answer** | 8.3 (20 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **AI Text Generation** | 9.0 (7 reviews) | Not enough data | Not enough data | 
| **AI Text Summarization** | 9.0 (8 reviews) | Not enough data | Not enough data | 

#### Visualization

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Graphs and Charts** | 8.8 (21 reviews) | Not enough data | Not enough data | 
| **Score Cards** | 8.8 (20 reviews) | Not enough data | Not enough data | 
| **Dashboards** | 9.0 (23 reviews) | Not enough data | Not enough data | 
| **Formats** | 8.7 (22 reviews) | Not enough data | Not enough data | 

#### Data Updates

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Historical Snapshots** | 8.5 (22 reviews) | Not enough data | Not enough data | 
| **Real-Time Updating** | 9.0 (23 reviews) | Not enough data | Not enough data | 

#### Collaboration

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Sharing** | 8.6 (22 reviews) | Not enough data | Not enough data | 
| **Co-Editing** | 8.3 (21 reviews) | Not enough data | Not enough data | 
| **Devices** | 8.3 (22 reviews) | Not enough data | Not enough data | 

#### Data Updates

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Historical Snapshots** | 8.5 (27 reviews) | Not enough data | Not enough data | 
| **Real-Time Updating** | 8.4 (34 reviews) | Not enough data | Not enough data | 
| **Email Reports** | 8.2 (29 reviews) | Not enough data | Not enough data | 

### Cloud Cost Management

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | 7.8/10 | 8 |

#### Operations

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Scheduling** | Not enough data | Not enough data | 7.8 (6 reviews) | 
| **Automation** | Not enough data | Not enough data | 8.1 (6 reviews) | 
| **Multi-Cloud Management** | Not enough data | Not enough data | 7.1 (8 reviews) | 
| **Usage Monitoring** | Not enough data | Not enough data | 8.0 (5 reviews) | 

#### Cost Optimization

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Spend Forecasting and Optimization ** | Not enough data | Not enough data | 7.7 (8 reviews) | 
| **Recommendations  ** | Not enough data | Not enough data | 7.5 (6 reviews) | 
| **Spend Tracking ** | Not enough data | Not enough data | 7.7 (5 reviews) | 

#### Administration

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | 8.3 (6 reviews) | 
| **Dashboards and Visualizations ** | Not enough data | Not enough data | 8.1 (7 reviews) | 
| **Compliance** | Not enough data | Not enough data | 7.3 (5 reviews) | 

#### Agentic AI - Cloud Cost Management

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Autonomous Task Execution** | 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 Masking

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | 9.0/10 | 6 |
| **Datadog** | N/A | N/A |

#### Data Masking

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Sensitive Fields** | Not enough data | 8.6 (6 reviews) | Not enough data | 
| **Dynamic Masking** | Not enough data | 8.3 (5 reviews) | Not enough data | 
| **Static Masking** | Not enough data | 8.6 (6 reviews) | Not enough data | 
| **Consistent Masking** | Not enough data | 8.6 (6 reviews) | Not enough data | 
| **Random Masking** | Not enough data | 7.7 (5 reviews) | Not enough data | 

### Event Stream Processing

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | N/A | N/A |

#### Data

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Data Processing** | Not enough data | 7.7 (5 reviews) | Not enough data | 
| **Data Sources** | Not enough data | Not enough data | Not enough data | 
| **Integration** | Not enough data | 7.7 (5 reviews) | Not enough data | 
| **Real-Time Processing** | Not enough data | 8.0 (5 reviews) | Not enough data | 

#### Analytics

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Reporting & Analytics** | Not enough data | 8.3 (5 reviews) | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | N/A | N/A |

#### Administration

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Data Modelling** | Not enough data | Not enough data | Not enough data | 
| **Recommendations** | Not enough data | Feature Not Available | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | Not enough data | 
| **Dashboards and Visualizations** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Business Glossary** | Not enough data | Feature Not Available | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 
| **Data Profililng** | Not enough data | Not enough data | Not enough data | 
| **Reporting and Visualization** | Not enough data | Not enough data | Not enough data | 
| **Data Lineage** | Not enough data | Not enough data | Not enough data | 

#### Compliance

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Sensitive Data Compliance** | Not enough data | Not enough data | Not enough data | 
| **Training and Guidelines** | Not enough data | Not enough data | Not enough data | 
| **Policy Enforcement** | Not enough data | Not enough data | Not enough data | 
| **Compliance Monitoring** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Access Control** | Not enough data | Not enough data | Not enough data | 
| **Roles Management** | Not enough data | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | Not enough data | 

#### Data Quality

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Data Preparation** | Not enough data | Not enough data | Not enough data | 
| **Data Distribution** | Not enough data | Not enough data | Not enough data | 
| **Data Unification** | Not enough data | Not enough data | Not enough data | 

#### Maintainence

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Data Quality Management** | Not enough data | Not enough data | Not enough data | 
| **Policy Management** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 Governance

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Website Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | 8.2/10 | 78 |

#### Functionality

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Baseline** | Not enough data | Not enough data | 8.7 (56 reviews) | 
| **Alerting** | Not enough data | Not enough data | 9.4 (72 reviews) | 
| **Multi-Site Monitoring** | Not enough data | Not enough data | 9.1 (64 reviews) | 
| **Reporting** | Not enough data | Not enough data | 8.8 (58 reviews) | 
| **Multi-Channel Alerting** | Not enough data | Not enough data | 8.9 (58 reviews) | 
| **Location Insights** | Not enough data | Not enough data | 9.0 (51 reviews) | 

#### Agentic AI - Website Monitoring

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.3 (5 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 7.3 (5 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.3 (5 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 7.3 (5 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 7.3 (5 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 7.3 (5 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 7.3 (5 reviews) | 

### Digital Experience Monitoring (DEM)

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | N/A | N/A |

#### Experience

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Real-Time Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Session Replay** | Not enough data | Not enough data | Not enough data | 
| **Behavioral Analysis** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Digital Experience Monitoring (DEM)

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 | 

#### Management

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Content Management** | Not enough data | Not enough data | Not enough data | 
| **Alerts** | Not enough data | Not enough data | Not enough data | 
| **Budget Analysis** | Not enough data | Not enough data | Not enough data | 

#### Performance

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Uptime Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Performance Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Issue Tracking** | Not enough data | Not enough data | Not enough data | 
| **Resource Monitoring** | Not enough data | Not enough data | Not enough data | 

### Database Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | 8.7/10 | 111 |

#### Functionality

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Monitoring** | Not enough data | Not enough data | 9.2 (105 reviews) | 
| **Alerting** | Not enough data | Not enough data | 9.1 (106 reviews) | 
| **Logging** | Not enough data | Not enough data | 9.3 (90 reviews) | 
| **Response Time** | Not enough data | Not enough data | 8.9 (105 reviews) | 
| **Reporting** | Not enough data | Not enough data | 8.8 (89 reviews) | 
| **Data Visualization** | Not enough data | Not enough data | 8.9 (94 reviews) | 

#### Agentic AI - Database Monitoring

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 | 7.0 (5 reviews) | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | N/A | N/A |

#### Management

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | Not enough data | 
| **Auditing** | Not enough data | Not enough data | Not enough data | 

#### Functionality

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Extraction** | Not enough data | Not enough data | Not enough data | 
| **Transformation** | Not enough data | Not enough data | Not enough data | 
| **Loading** | Not enough data | Not enough data | Not enough data | 
| **Automation** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 

### Network Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | 8.9/10 | 63 |

#### Functionality

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Performance Monitoring** | Not enough data | Not enough data | 9.2 (53 reviews) | 
| **Alerting** | Not enough data | Not enough data | 9.3 (58 reviews) | 
| **Improvement Suggestions** | Not enough data | Not enough data | 8.2 (44 reviews) | 
| **Multi-Network Capability** | Not enough data | Not enough data | 8.5 (46 reviews) | 

#### Monitoring - Network Monitoring

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **360-Degree Network Visibility** | Not enough data | Not enough data | 9.3 (5 reviews) | 
| **Automated Network Discovery** | Not enough data | Not enough data | 9.0 (5 reviews) | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 9.3 (5 reviews) | 

#### Management

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Performance Baseline** | Not enough data | Not enough data | 8.7 (50 reviews) | 
| **Data Visualization** | Not enough data | Not enough data | 9.0 (51 reviews) | 
| **Path Analysis** | Not enough data | Not enough data | 8.8 (48 reviews) | 

#### Analytics - Network Monitoring

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Predictive Performance Analytics** | Not enough data | Not enough data | 9.0 (5 reviews) | 
| **Packet & Flow Analysis** | Not enough data | Not enough data | 9.0 (5 reviews) | 

#### Security - Network Monitoring

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Encrypted Data Transmission** | Not enough data | Not enough data | 9.0 (5 reviews) | 
| **Zero Trust and Identity Management** | Not enough data | Not enough data | 9.0 (5 reviews) | 
| **Integrated Network Security** | Not enough data | Not enough data | 9.0 (5 reviews) | 

#### Network Performance - Network Monitoring

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Dynamic Network Optimization** | Not enough data | Not enough data | 9.0 (5 reviews) | 
| **Automated Tasks Routing** | Not enough data | Not enough data | 9.0 (5 reviews) | 

#### AI Automation - Network Monitoring

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Machine Learning-Based Anomaly Detection** | Not enough data | Not enough data | 8.3 (5 reviews) | 
| **Self-Healing Networks** | Not enough data | Not enough data | 8.7 (5 reviews) | 
| **Predictive Network Maintenance** | Not enough data | Not enough data | 8.7 (5 reviews) | 

#### Agentic AI - Network Monitoring

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 | 

### Cloud Infrastructure Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | 8.3/10 | 144 |

#### Monitoring

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Usage Monitoring** | Not enough data | Not enough data | 8.9 (121 reviews) | 
| **Database Monitoring** | Not enough data | Not enough data | 8.6 (117 reviews) | 
| **API Monitoring** | Not enough data | Not enough data | 8.8 (111 reviews) | 
| **Real-Time Monitoring - Cloud Infrastructure Monitoring** | Not enough data | Not enough data | 8.8 (130 reviews) | 
| **Security and Compliance Monitoring** | Not enough data | Not enough data | 8.3 (8 reviews) | 

#### Administration

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Activity Monitoring** | Not enough data | Not enough data | 8.5 (115 reviews) | 
| **Multi-Cloud Management** | Not enough data | Not enough data | 8.5 (97 reviews) | 
| **Automation** | Not enough data | Not enough data | 8.3 (94 reviews) | 
| **Auto-Scaling & Resource Optimization** | Not enough data | Not enough data | 8.5 (8 reviews) | 

#### Analysis

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | 8.5 (113 reviews) | 
| **Dashboards and Visualizations** | Not enough data | Not enough data | 8.9 (122 reviews) | 
| **Spend Forecasting and Optimization** | Not enough data | Not enough data | Feature Not Available | 

#### Agentic AI - Cloud Infrastructure Monitoring

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Multi-step Planning** | Not enough data | Not enough data | 7.9 (8 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.8 (8 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 7.3 (8 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 7.5 (8 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 7.9 (8 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 7.9 (7 reviews) | 

#### AI Automation - Cloud Infrastructure Monitoring

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **AI-Powered Anomaly Detection** | Not enough data | Not enough data | 8.1 (8 reviews) | 
| **AI-Driven Insight Recommendations** | Not enough data | Not enough data | 7.5 (8 reviews) | 

### Network Traffic Analysis (NTA)

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | 8.6/10 | 13 |

#### Automation

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Metadata Management** | Not enough data | Not enough data | Feature Not Available | 
| **Artificial Intelligence & Machine Learning** | Not enough data | Not enough data | 8.1 (7 reviews) | 
| **Response Automation** | Not enough data | Not enough data | Feature Not Available | 
| **Continuous Analysis** | Not enough data | Not enough data | 8.5 (9 reviews) | 

#### Functionality

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Multi-Network Capability** | Not enough data | Not enough data | 8.7 (10 reviews) | 
| **Anomaly Detection** | Not enough data | Not enough data | 8.0 (10 reviews) | 
| **Network Visibility** | Not enough data | Not enough data | 8.0 (9 reviews) | 
| **Scalability** | Not enough data | Not enough data | 9.2 (10 reviews) | 

#### Incident Management

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Incident Logs** | Not enough data | Not enough data | 8.6 (12 reviews) | 
| **Incident Alerts** | Not enough data | Not enough data | 9.2 (12 reviews) | 
| **Incident Reporting** | Not enough data | Not enough data | 9.0 (12 reviews) | 

### AIOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | 9.1/10 | 23 |

#### Functionality

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Artificial Intelligence** | Not enough data | Not enough data | 9.1 (16 reviews) | 
| **Machine Learning** | Not enough data | Not enough data | 8.5 (17 reviews) | 
| **Systems Monitoring** | Not enough data | Not enough data | 9.4 (21 reviews) | 

#### Issue Resolution

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Root Cause Identification** | Not enough data | Not enough data | 9.0 (19 reviews) | 
| **Proactive Identification** | Not enough data | Not enough data | 9.1 (16 reviews) | 
| **Resolution Guidance** | Not enough data | Not enough data | Feature Not Available | 

#### Management

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **System Integration** | Not enough data | Not enough data | 8.7 (19 reviews) | 
| **Alerting** | Not enough data | Not enough data | 9.6 (20 reviews) | 
| **Reporting** | Not enough data | Not enough data | 9.0 (20 reviews) | 

#### Generative AI

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 | Lenses | Datadog | 
|---|---|---|---|
| **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 | 

### Log Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | 8.2/10 | 110 |

#### Visibility

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Dashboards and Visualizations** | Not enough data | Not enough data | 8.9 (95 reviews) | 
| **Alerts and Notifications** | Not enough data | Not enough data | 8.9 (92 reviews) | 
| **Reporting** | Not enough data | Not enough data | 8.8 (83 reviews) | 

#### Monitoring and Management

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Automation** | Not enough data | Not enough data | 8.2 (84 reviews) | 
| **Performance Baseline** | Not enough data | Not enough data | 8.7 (86 reviews) | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 9.0 (92 reviews) | 

#### Agentic AI - Log Monitoring

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.6 (9 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 7.2 (9 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.1 (9 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 7.2 (9 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 8.0 (9 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 7.6 (9 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 7.6 (9 reviews) | 

### Server Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | 8.2/10 | 80 |

#### Visibility 

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Dashboards and Visualizations** | Not enough data | Not enough data | 8.9 (78 reviews) | 
| **Alerts and Notifications** | Not enough data | Not enough data | 8.7 (73 reviews) | 
| **Reporting** | Not enough data | Not enough data | 8.3 (71 reviews) | 

#### Monitoring and Management

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Multi-Server Management** | Not enough data | Not enough data | 8.4 (71 reviews) | 
| **Automation** | Not enough data | Not enough data | 7.6 (66 reviews) | 
| **Performance Baseline** | Not enough data | Not enough data | 8.4 (68 reviews) | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 9.0 (72 reviews) | 
| **Immediate Alert Notification** | Not enough data | Not enough data | 8.8 (67 reviews) | 
| **Proactive Server Monitoring Software** | Not enough data | Not enough data | 8.3 (72 reviews) | 

#### Cloud environment support

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Server Monitoring For Cloud Deployments** | Not enough data | Not enough data | 8.1 (62 reviews) | 
| **Software Scaling** | Not enough data | Not enough data | 8.0 (59 reviews) | 

#### Agentic AI - Server Monitoring

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.5 (6 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 8.3 (6 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.9 (6 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 7.2 (6 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 7.8 (6 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 7.2 (6 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 8.1 (6 reviews) | 

### Enterprise Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | 8.3/10 | 66 |

#### Functionality

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Diverse Systems Monitoring** | Not enough data | Not enough data | 8.7 (50 reviews) | 
| **Real-Time Analytics** | Not enough data | Not enough data | 8.8 (50 reviews) | 
| **Observability** | Not enough data | Not enough data | 9.1 (60 reviews) | 
| **AI/ML Integration** | Not enough data | Not enough data | 7.9 (43 reviews) | 

#### Management

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Single Pane of Glass** | Not enough data | Not enough data | 8.7 (52 reviews) | 
| **Dashboards and Visualization** | Not enough data | Not enough data | 8.7 (55 reviews) | 
| **Performance Baselines** | Not enough data | Not enough data | 8.2 (44 reviews) | 
| **Alerting** | Not enough data | Not enough data | 9.0 (54 reviews) | 

#### Agentic AI - Enterprise Monitoring

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.8 (9 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 8.3 (9 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.0 (10 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 8.1 (9 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 7.5 (10 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 8.2 (10 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 8.1 (9 reviews) | 

### IoT Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | N/A | N/A |

#### Data Sources

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Pre-Built Connectors** | Not enough data | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | Not enough data | 
| **Performance and Stability** | Not enough data | Not enough data | Not enough data | 

#### Analytics

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Queries** | Not enough data | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | Not enough data | 
| **Visualizations** | Not enough data | Not enough data | Not enough data | 
| **Insights** | Not enough data | Not enough data | Not enough data | 

#### Metrics

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Device Performance** | Not enough data | Not enough data | Not enough data | 
| **Operational Performance** | Not enough data | Not enough data | Not enough data | 
| **Environmental Conditions** | Not enough data | Not enough data | Not enough data | 
| **Resource Usage** | Not enough data | Not enough data | Not enough data | 

### IoT Device Management Platforms

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | N/A | N/A |

#### Device Recognition

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Device Discovery** | Not enough data | Not enough data | Not enough data | 
| **Device Types** | Not enough data | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | Not enough data | 

#### Monitoring

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Device Status** | Not enough data | Not enough data | Not enough data | 
| **Alerts & Notifications** | Not enough data | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | Not enough data | 

#### Provisioning

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Remote Configuration** | Not enough data | Not enough data | Not enough data | 
| **Event Triggering** | Not enough data | Not enough data | Not enough data | 
| **Device Diagnostics & Repair** | Not enough data | Not enough data | Feature Not Available | 
| **Firmware Updates** | Not enough data | Not enough data | Feature Not Available | 

### Log Analysis

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | 8.6/10 | 16 |
| **Lenses** | N/A | N/A |
| **Datadog** | 8.3/10 | 81 |

#### Data Preparation

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Data Sources** | 8.6 (12 reviews) | Not enough data | 8.6 (66 reviews) ✓ Verified | 
| **Indexing** | 9.1 (13 reviews) | Not enough data | 8.5 (64 reviews) ✓ Verified | 
| **Automated Tagging** | 8.8 (11 reviews) | Not enough data | 8.0 (62 reviews) ✓ Verified | 
| **Data Blending** | 8.2 (10 reviews) | Not enough data | 7.9 (63 reviews) ✓ Verified | 

#### Analysis

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Track Trends** | 8.2 (10 reviews) | Not enough data | 8.6 (61 reviews) ✓ Verified | 
| **Detect Anomalies** | 8.2 (10 reviews) | Not enough data | 8.4 (68 reviews) ✓ Verified | 
| **Metric and Event Data** | 9.0 (13 reviews) | Not enough data | 8.8 (68 reviews) ✓ Verified | 
| **Search** | 9.0 (14 reviews) | Not enough data | 8.5 (71 reviews) ✓ Verified | 
| **Alerts** | 8.3 (12 reviews) | Not enough data | 8.6 (62 reviews) ✓ Verified | 
| **Live Tail** | 8.0 (9 reviews) | Not enough data | 8.8 (60 reviews) ✓ Verified | 

#### Visualization

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Dashboards** | 9.0 (12 reviews) | Not enough data | 8.9 (75 reviews) ✓ Verified | 
| **Data Discovery** | 8.6 (11 reviews) | Not enough data | 8.7 (63 reviews) ✓ Verified | 

#### Agentic AI - Log Analysis

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.8 (6 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 7.8 (6 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.9 (6 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 7.8 (6 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 8.1 (6 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 7.5 (6 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 7.8 (6 reviews) | 

### Data Fabric

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | N/A | N/A |

#### Data Management

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 | Lenses | Datadog | 
|---|---|---|---|
| **Data Analytics** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 | Lenses | Datadog | 
|---|---|---|---|
| **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 | Lenses | Datadog | 
|---|---|---|---|
| **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 | 

### Application Performance Monitoring (APM)

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | 8.3/10 | 147 |

#### Monitoring

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Performance Baselines** | Not enough data | Not enough data | 8.6 (113 reviews) | 
| **Performance Analysis** | Not enough data | Not enough data | 8.9 (106 reviews) | 
| **Performance Monitoring** | Not enough data | Not enough data | 8.9 (118 reviews) | 
| **AI/ML Assistance** | Not enough data | Not enough data | 7.3 (99 reviews) | 
| **Multi-System Monitoring** | Not enough data | Not enough data | 8.4 (105 reviews) | 

#### Response

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Dashboards and Visualization** | Not enough data | Not enough data | 8.9 (123 reviews) | 
| **Incident Alerting** | Not enough data | Not enough data | 8.8 (110 reviews) | 
| **Root Cause Analysis (RCA)** | Not enough data | Not enough data | 8.0 (107 reviews) | 

#### Agentic AI - Application Performance Monitoring (APM)

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.4 (13 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.1 (13 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 7.9 (13 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 8.1 (13 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 7.8 (13 reviews) | 

#### Performance

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Real User Monitoring (RUM)** | Not enough data | Not enough data | 8.5 (118 reviews) | 
| **Second by Second Metrics** | Not enough data | Not enough data | 8.3 (103 reviews) | 

#### Functionality

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Synthetic Monitoring** | Not enough data | Not enough data | 8.5 (106 reviews) | 
| **Dynamic Transaction Mapping** | Not enough data | Not enough data | 8.1 (96 reviews) | 
| **Load Balancing** | Not enough data | Not enough data | Feature Not Available | 
| **Cloud Observability** | Not enough data | Not enough data | 8.5 (112 reviews) | 

### Document Databases

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | 7.7/10 | 5 |
| **Lenses** | N/A | N/A |
| **Datadog** | N/A | N/A |

#### Data Management

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 | Lenses | Datadog | 
|---|---|---|---|
| **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 | Lenses | Datadog | 
|---|---|---|---|
| **Query Optimization** | 7.3 (5 reviews) | Not enough data | Not enough data | 

#### Security

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 | Lenses | Datadog | 
|---|---|---|---|
| **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 |
| **Lenses** | N/A | N/A |
| **Datadog** | N/A | N/A |

#### Data Management

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 | Lenses | Datadog | 
|---|---|---|---|
| **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 | Lenses | Datadog | 
|---|---|---|---|
| **Query Optimization** | 9.0 (5 reviews) | Not enough data | Not enough data | 

#### Security

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 | Lenses | Datadog | 
|---|---|---|---|
| **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 | 

### DataOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | N/A | N/A |

#### Data Management

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Data Integration** | Not enough data | Not enough data | Not enough data | 
| **Metadata** | Not enough data | Not enough data | Not enough data | 
| **Self-service** | Not enough data | Not enough data | Not enough data | 
| **Automated workflows** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - DataOps Platforms

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 | 

#### Analytics

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Analytics capabilities** | Not enough data | Not enough data | Not enough data | 
| **Dasboard visualizations** | Not enough data | Not enough data | Not enough data | 

#### Monitoring and Management

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Data Observability** | Not enough data | Not enough data | Not enough data | 
| **Testing capabilities** | Not enough data | Not enough data | Not enough data | 

#### Cloud Deployment

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Hybrid cloud support** | Not enough data | Not enough data | Not enough data | 
| **Cloud migration capabilities** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Container Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | 8.5/10 | 52 |

#### Alerts management

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Multi-mode alerts** | Not enough data | Not enough data | 8.7 (43 reviews) | 
| **Opimization alerts** | Not enough data | Not enough data | 8.0 (45 reviews) | 
| **Incident alerts** | Not enough data | Not enough data | 8.6 (47 reviews) | 

#### Monitoring

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Resource utilization** | Not enough data | Not enough data | 8.6 (39 reviews) | 
| **Real-time monitoring** | Not enough data | Not enough data | 9.1 (41 reviews) | 
| **Performance baseline** | Not enough data | Not enough data | 8.7 (43 reviews) | 
| **API monitoring** | Not enough data | Not enough data | 9.0 (38 reviews) | 

#### Automation

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Resolution automation** | Not enough data | Not enough data | 8.2 (38 reviews) | 
| **Automation** | Not enough data | Not enough data | 8.4 (36 reviews) | 

#### Analysis

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Search** | Not enough data | Not enough data | 8.2 (41 reviews) | 
| **Reporting** | Not enough data | Not enough data | 8.3 (44 reviews) | 
| **Visualization** | Not enough data | Not enough data | 9.1 (43 reviews) | 
| **Track trends** | Not enough data | Not enough data | 8.5 (42 reviews) | 

#### Issue Resolution

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Root cause identification** | Not enough data | Not enough data | 8.3 (37 reviews) | 
| **Resolution guidance** | Not enough data | Not enough data | 7.6 (39 reviews) | 
| **Proactive identification** | Not enough data | Not enough data | 8.4 (35 reviews) | 

### Data Observability

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | N/A | N/A |

#### Functionality

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Real-time Analytics** | Not enough data | Not enough data | Not enough data | 
| **Data quality monitoring** | Not enough data | Not enough data | Not enough data | 
| **Automation** | Not enough data | Not enough data | Not enough data | 
| **End to End visiblity** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Anomaly identification** | Not enough data | Not enough data | Not enough data | 
| **Single pane view** | Not enough data | Not enough data | Not enough data | 
| **Real-time alerts** | Not enough data | Not enough data | Not enough data | 
| **Data lineage** | Not enough data | Not enough data | Not enough data | 
| **Integrations** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Data Observability

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### IT Alerting

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | 8.0/10 | 18 |

#### Generative AI

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 7.5 (17 reviews) | 

#### Agentic AI - IT Alerting

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.4 (7 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 7.9 (7 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.8 (7 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 7.9 (7 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 8.1 (6 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 7.9 (7 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 8.3 (7 reviews) | 

### Observability Pipeline

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | 7.1/10 | 9 |

#### Data Management - Observability Pipeline

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Data Storage** | Not enough data | Not enough data | 7.8 (6 reviews) | 
| **Data Optimization and Reduction** | Not enough data | Not enough data | 8.0 (9 reviews) | 
| **Data Migration** | Not enough data | Not enough data | 7.4 (7 reviews) | 
| **Log Context Enrichment** | Not enough data | Not enough data | 7.5 (6 reviews) | 
| **Data Format Transformation** | Not enough data | Not enough data | 7.0 (9 reviews) | 

#### Performance - Observability Pipeline

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Cost Reduction** | Not enough data | Not enough data | 6.7 (8 reviews) | 
| **Pipeline Visualization** | Not enough data | Not enough data | 8.1 (9 reviews) | 
| **Platform Agnostic Integration** | Not enough data | Not enough data | 7.0 (9 reviews) | 

#### AI - Observability Pipeline

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Root Cause Analysis** | Not enough data | Not enough data | 6.4 (7 reviews) | 
| **Alert Fatigue Reduction** | Not enough data | Not enough data | 6.1 (6 reviews) | 
| **Anomaly Detection** | Not enough data | Not enough data | 6.7 (6 reviews) | 

#### Compliance - Observability Pipeline

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Compliance Maintenance** | Not enough data | Not enough data | 6.9 (6 reviews) | 
| **Sensitive Data Detection** | Not enough data | Not enough data | 6.1 (6 reviews) | 

#### Agentic AI - Observability Pipeline

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 | 

### Observability Software

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | 8.7/10 | 13 |

#### Telemetry Collection & Ingestion - Observability

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Multi-Telemetry Ingestion** | Not enough data | Not enough data | 8.3 (10 reviews) | 
| **OpenTelemetry Support** | Not enough data | Not enough data | 8.8 (8 reviews) | 

#### Agentic AI - Observability Software

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 | 

#### Visualization & Dashboards - Observability

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Service Dependency Mapping** | Not enough data | Not enough data | 8.7 (9 reviews) | 
| **Unified Dashboard** | Not enough data | Not enough data | 9.0 (10 reviews) | 
| **Trace Visualization** | Not enough data | Not enough data | 8.8 (8 reviews) | 

#### Correlation & Root Cause Analysis - Observability

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Cross-Telemetry Correlation** | Not enough data | Not enough data | 9.2 (10 reviews) | 
| **Root Cause Detection** | Not enough data | Not enough data | 8.3 (9 reviews) | 
| **Intelligent Alerting** | Not enough data | Not enough data | 8.7 (10 reviews) | 

#### Scalability & Ecosystem Integration - Observability

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Kubernetes Monitoring** | Not enough data | Not enough data | 9.3 (9 reviews) | 
| **Hybrid/Multi-Cloud Support** | Not enough data | Not enough data | 8.5 (8 reviews) | 

#### AI Features - Observability

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Predictive Insights** | Not enough data | Not enough data | 7.9 (8 reviews) | 
| **AI-Generated Incident Summaries** | Not enough data | Not enough data | 8.8 (8 reviews) | 
| **AI Anomaly Detection** | Not enough data | Not enough data | 8.3 (8 reviews) | 

### Security Information and Event Management (SIEM)

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | 8.8/10 | 15 |

#### Network Management

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Activity Monitoring** | Not enough data | Not enough data | 8.9 (12 reviews) | 
| **Asset Management** | Not enough data | Not enough data | 8.3 (11 reviews) | 
| **Log Management** | Not enough data | Not enough data | 9.5 (13 reviews) | 

#### Incident Management

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Event Management** | Not enough data | Not enough data | 9.3 (12 reviews) | 
| **Automated Response** | Not enough data | Not enough data | 9.2 (11 reviews) | 
| **Incident Reporting** | Not enough data | Not enough data | 9.2 (12 reviews) | 

#### Security Intelligence

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Threat Intelligence** | Not enough data | Not enough data | 7.9 (12 reviews) | 
| **Vulnerability Assessment** | Not enough data | Not enough data | 8.0 (10 reviews) | 
| **Advanced Analytics** | Not enough data | Not enough data | 8.8 (11 reviews) | 
| **Data Examination** | Not enough data | Not enough data | 8.6 (13 reviews) | 

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

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 | 

### Data Security

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | N/A | N/A |

#### Compliance

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Access Management** | Not enough data | Not enough data | Not enough data | 
| **At-Risk Analysis** | Not enough data | Not enough data | Not enough data | 
| **DLP Configuration** | Not enough data | Not enough data | Not enough data | 
| **Sensitive Data Compliance** | Not enough data | Not enough data | Not enough data | 

#### Administration

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Database Management** | Not enough data | Not enough data | Not enough data | 
| **Deduplication ** | Not enough data | Not enough data | Not enough data | 
| **Backup** | Not enough data | Not enough data | Not enough data | 
| **API / integrations** | Not enough data | Not enough data | Not enough data | 

#### Security 

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Multi-Factor Authentication** | Not enough data | Not enough data | Not enough data | 
| **Data Transport** | Not enough data | Not enough data | Not enough data | 
| **Data Types** | Not enough data | Not enough data | Not enough data | 
| **Security Tools** | Not enough data | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | N/A | N/A |

#### Database

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Real-Time Data Collection** | Not enough data | Not enough data | Not enough data | 
| **Data Distribution** | Not enough data | Not enough data | Not enough data | 
| **Data Lake** | Not enough data | Not enough data | Not enough data | 

#### Integrations

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Hadoop Integration** | Not enough data | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Machine Scaling** | Not enough data | Not enough data | Not enough data | 
| **Data Preparation** | Not enough data | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | Not enough data | Not enough data | 

#### Processing

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Cloud Processing** | Not enough data | Not enough data | Not enough data | 
| **Workload Processing** | Not enough data | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **Datadog** | N/A | N/A |

#### Building Reports

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 |
| **Lenses** | N/A | N/A |
| **Datadog** | N/A | N/A |

#### Database Features

| Feature | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **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 Lenses (10):** [DataOps Platforms](https://www.g2.com/categories/dataops-platforms), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Event Stream Processing Software](https://www.g2.com/categories/event-stream-processing), [Data Masking Software](https://www.g2.com/categories/data-masking), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Stream Analytics Software](https://www.g2.com/categories/stream-analytics), [Data Observability Software](https://www.g2.com/categories/data-observability), [ETL Tools](https://www.g2.com/categories/etl-tools), [AIOps Tools](https://www.g2.com/categories/aiops-platforms), [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution)

**Unique to Datadog (21):** [Observability Pipeline Software](https://www.g2.com/categories/observability-pipeline), [Observability Software](https://www.g2.com/categories/observability-software), [Enterprise Monitoring Software](https://www.g2.com/categories/enterprise-monitoring), [Server Monitoring Software](https://www.g2.com/categories/server-monitoring), [Log Monitoring Software](https://www.g2.com/categories/log-monitoring), [AIOps Tools](https://www.g2.com/categories/aiops-platforms), [Network Traffic Analysis (NTA) Software](https://www.g2.com/categories/network-traffic-analysis-nta), [Database Monitoring Tools](https://www.g2.com/categories/database-monitoring), [IoT Device Management Platforms](https://www.g2.com/categories/iot-device-management-platforms), [IoT Analytics Platforms](https://www.g2.com/categories/iot-analytics-platforms), [Website Monitoring Software](https://www.g2.com/categories/website-monitoring), [Cloud Infrastructure Monitoring  Software](https://www.g2.com/categories/cloud-infrastructure-monitoring), [IT Alerting Software](https://www.g2.com/categories/it-alerting), [Container Monitoring Tools](https://www.g2.com/categories/container-monitoring-tools), [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), [API Marketplaces](https://www.g2.com/categories/api-marketplace), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm), [Network Monitoring Software](https://www.g2.com/categories/network-monitoring), [Cloud Cost Management Tools](https://www.g2.com/categories/cloud-cost-management), [Digital Experience Monitoring (DEM) Software](https://www.g2.com/categories/digital-experience-monitoring-dem)


---
## Reviewer Demographics

### By Company Size

| Segment | Elastic Stack | Lenses | Datadog | 
|---|---|---|---|
| **Small-Business** | 23.5% | 12.5% | 19.4% | 
| **Mid-Market** | 42.9% | 37.5% | 47.2% | 
| **Enterprise** | 33.7% | 50.0% | 33.4% | 

### By Industry

#### Elastic Stack

- **Computer Software:** 24.2%
- **Information Technology and Services:** 22.1%
- **Telecommunications:** 5.3%
- **Financial Services:** 4.2%
- **Computer & Network Security:** 3.2%
- **Marketing and Advertising:** 3.2%
- **Automotive:** 3.2%
- **Consumer Services:** 2.1%
- **Internet:** 2.1%
- **Retail:** 2.1%
- **Other:** 28.4%

#### Lenses

- **Retail:** 12.5%
- **Human Resources:** 12.5%
- **Banking:** 12.5%
- **Consulting:** 6.3%
- **Transportation/Trucking/Railroad:** 6.3%
- **Sports:** 6.3%
- **Maritime:** 6.3%
- **Leisure, Travel & Tourism:** 6.3%
- **Information Technology and Services:** 6.3%
- **Financial Services:** 6.3%
- **Other:** 18.8%

#### Datadog

- **Information Technology and Services:** 18.6%
- **Computer Software:** 17.7%
- **Financial Services:** 8.8%
- **Internet:** 4.1%
- **Computer & Network Security:** 3.4%
- **Retail:** 2.9%
- **Banking:** 2.5%
- **Hospital & Health Care:** 2.3%
- **Insurance:** 1.9%
- **Health, Wellness and Fitness:** 1.6%
- **Other:** 36.3%

---
## Alternatives

### Alternatives to Elastic Stack

- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1640 reviews)
- [Data Studio](https://www.g2.com/products/data-studio/reviews) — 4.4/5 stars (474 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 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 (1050 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 (1004 reviews)
- [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (431 reviews)
- [AgencyAnalytics](https://www.g2.com/products/agencyanalytics/reviews) — 4.7/5 stars (446 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)

### Alternatives to Lenses

- [Confluent](https://www.g2.com/products/confluent/reviews) — 4.4/5 stars (114 reviews)
- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (583 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)
- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [Egnyte](https://www.g2.com/products/egnyte/reviews) — 4.5/5 stars (1157 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1237 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (737 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2271 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (476 reviews)

### Alternatives to Datadog

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (476 reviews)
- [Checkmk](https://www.g2.com/products/checkmk/reviews) — 4.7/5 stars (293 reviews)
- [Coralogix](https://www.g2.com/products/coralogix/reviews) — 4.6/5 stars (343 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (635 reviews)
- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (583 reviews)
- [Better Stack](https://www.g2.com/products/better-stack/reviews) — 4.8/5 stars (319 reviews)
- [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (430 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (395 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 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"

### Lenses

No discussions available for this product.

### Datadog

- Title: [What is the use of Datadog?](https://www.g2.com/discussions/what-is-the-use-of-datadog) — 3 comments
  > **Top comment:** "Datadog is a software platform that facilitates data sharing across various teams within an organization, thereby breaking down silos between development,..."
- Title: [Does Datadog use AWS?](https://www.g2.com/discussions/does-datadog-use-aws) — 2 comments
  > **Top comment:** "Yes, the backbone of Datadog infrastructure is sitting within AWS."
- Title: [Does it preserves history of logs?](https://www.g2.com/discussions/15058-does-it-preserves-history-of-logs) — 1 comment, 1 upvote
  > **Top comment:** "Depends on your plan, log retention can be 7,15, 30 days etc, for long term you need to setup s3 archiving"

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