# Datadog vs Sumo Logic Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Datadog excels in providing a seamless user experience, with many users highlighting its **intuitive interface** and quick setup process. One user mentioned, "I like that Datadog is very easy and quick to use and helps us get valuable insights."
- **Users say** that Sumo Logic offers strong **search capabilities** and is effective for troubleshooting, making it a solid choice for centralized logging. A reviewer noted, "The platform is intuitive for troubleshooting and provides flexible dashboards," showcasing its strengths in log management.
- **Reviewers mention** that Datadog's integration with various internal services enhances its functionality, with one user appreciating how it provides visibility into both the frontend and backend of applications. This level of integration is a significant advantage for teams needing comprehensive monitoring.
- **According to verified reviews** , Sumo Logic is praised for its **real-time problem identification** capabilities, allowing users to address issues instantly. A user remarked, "It can identify any problems or threats in real time, and how you can fix them instantly," which is crucial for maintaining operational efficiency.
- **G2 reviewers highlight** that Datadog's advanced features, including its **AI capabilities** , set it apart from competitors. Users have noted the "amazing amount of new AI features," which enhance its monitoring and analytics capabilities, making it a forward-thinking choice.
- **Users report** that while Sumo Logic is user-friendly, it sometimes lacks the depth of features found in Datadog, particularly in areas like **performance monitoring**. This can be a consideration for teams looking for more comprehensive observability tools.



| | Datadog | Sumo Logic | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 724 | 403 | 
| **Largest Market Segment** | Mid-Market (47.0% of reviews) | Mid-Market (47.7% of reviews) | 
| **Entry Level Price** | $0 Per host, per month | No pricing available | 

---
## Top Pros & Cons

### Datadog

Pros:
- Ease of Use (158 reviews)
- Monitoring (150 reviews)

Cons:
- Expensive (102 reviews)
- Pricing Issues (81 reviews)

### Sumo Logic

Pros:
- Ease of Use (54 reviews)
- Log Management (44 reviews)

Cons:
- Expensive (18 reviews)
- Difficult Learning (16 reviews)

---
## Ratings Comparison
| Rating | Datadog | Sumo Logic | 
|---|---|---|
  | **Meets Requirements** | 8.8 (539 reviews) | 8.8 (351 reviews) | 
  | **Ease of Use** | 8.2 (641 reviews) | 8.2 (357 reviews) | 
  | **Ease of Setup** | 8.3 (407 reviews) | 8.1 (189 reviews) | 
  | **Ease of Admin** | 8.3 (233 reviews) | 8.4 (115 reviews) | 
  | **Quality of Support** | 8.4 (479 reviews) | 8.5 (297 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (219 reviews) | 8.7 (112 reviews) | 
  | **Product Direction (% positive)** | 9.0 (520 reviews) | 8.9 (345 reviews) | 

---
## Pricing

### 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

### Sumo Logic

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Cloud Cost Management

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 7.8/10 | 8 |
| **Sumo Logic** | N/A | N/A |

#### Operations

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

#### Cost Optimization

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

#### Administration

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

#### Agentic AI - Cloud Cost Management

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Website Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.2/10 | 78 |
| **Sumo Logic** | N/A | N/A |

#### Functionality

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

#### Agentic AI - Website Monitoring

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

### Digital Experience Monitoring (DEM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Sumo Logic** | N/A | N/A |

#### Experience

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Session Replay** | Not enough data | Not enough data | 
| **Behavioral Analysis** | Not enough data | Not enough data | 

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

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### Management

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Content Management** | Not enough data | Not enough data | 
| **Alerts** | Not enough data | Not enough data | 
| **Budget Analysis** | Not enough data | Not enough data | 

#### Performance

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Uptime Monitoring** | Not enough data | Not enough data | 
| **Performance Monitoring** | Not enough data | Not enough data | 
| **Issue Tracking** | Not enough data | Not enough data | 
| **Resource Monitoring** | Not enough data | Not enough data | 

### Database Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.7/10 | 111 |
| **Sumo Logic** | N/A | N/A |

#### Functionality

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

#### Agentic AI - Database Monitoring

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | 7.0 (5 reviews) | Not enough data | 

### Network Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.9/10 | 63 |
| **Sumo Logic** | N/A | N/A |

#### Functionality

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

#### Monitoring - Network Monitoring

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

#### Management

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

#### Analytics - Network Monitoring

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

#### Security - Network Monitoring

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

#### Network Performance - Network Monitoring

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Dynamic Network Optimization** | 9.0 (5 reviews) | Not enough data | 
| **Automated Tasks Routing** | 9.0 (5 reviews) | Not enough data | 

#### AI Automation - Network Monitoring

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

#### Agentic AI - Network Monitoring

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Cloud Infrastructure Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.3/10 | 152 |
| **Sumo Logic** | 8.7/10 | 46 |

#### Monitoring

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Usage Monitoring** | 8.9 (121 reviews) | 8.9 (38 reviews) | 
| **Database Monitoring** | 8.6 (117 reviews) | 8.7 (35 reviews) | 
| **API Monitoring** | 8.8 (111 reviews) | 8.8 (37 reviews) | 
| **Real-Time Monitoring - Cloud Infrastructure Monitoring** | 8.8 (131 reviews) | 8.8 (38 reviews) | 
| **Security and Compliance Monitoring** | 8.5 (9 reviews) | Not enough data | 

#### Administration

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Activity Monitoring** | 8.5 (115 reviews) | 8.4 (38 reviews) | 
| **Multi-Cloud Management** | 8.5 (98 reviews) | 8.3 (34 reviews) | 
| **Automation** | 8.3 (95 reviews) | 8.3 (35 reviews) | 
| **Auto-Scaling & Resource Optimization** | 8.5 (8 reviews) | Not enough data | 

#### Analysis

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Reporting** | 8.5 (114 reviews) | 8.8 (38 reviews) | 
| **Dashboards and Visualizations** | 8.9 (125 reviews) | 9.0 (40 reviews) | 
| **Spend Forecasting and Optimization** | Feature Not Available | 8.6 (33 reviews) | 

#### Agentic AI - Cloud Infrastructure Monitoring

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Multi-step Planning** | 7.9 (8 reviews) | Not enough data | 
| **Cross-system Integration** | 8.9 (9 reviews) | Not enough data | 
| **Adaptive Learning** | 7.3 (8 reviews) | Not enough data | 
| **Natural Language Interaction** | 7.5 (8 reviews) | Not enough data | 
| **Proactive Assistance** | 7.9 (8 reviews) | Not enough data | 
| **Decision Making** | 7.9 (7 reviews) | Not enough data | 

#### AI Automation - Cloud Infrastructure Monitoring

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

### Network Traffic Analysis (NTA)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.6/10 | 13 |
| **Sumo Logic** | N/A | N/A |

#### Automation

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

#### Functionality

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

#### Incident Management

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Incident Logs** | 8.6 (12 reviews) | Not enough data | 
| **Incident Alerts** | 9.2 (12 reviews) | Not enough data | 
| **Incident Reporting** | 9.0 (12 reviews) | Not enough data | 

### AIOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 9.2/10 | 24 |
| **Sumo Logic** | N/A | N/A |

#### Functionality

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Artificial Intelligence** | 9.1 (16 reviews) | Not enough data | 
| **Machine Learning** | 8.5 (17 reviews) | Not enough data | 
| **Systems Monitoring** | 9.4 (22 reviews) | Not enough data | 

#### Issue Resolution

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Root Cause Identification** | 9.1 (20 reviews) | Not enough data | 
| **Proactive Identification** | 9.1 (16 reviews) | Not enough data | 
| **Resolution Guidance** | Feature Not Available | Not enough data | 

#### Management

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **System Integration** | 8.7 (19 reviews) | Not enough data | 
| **Alerting** | 9.6 (21 reviews) | Not enough data | 
| **Reporting** | 9.0 (21 reviews) | Not enough data | 

#### Generative AI

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

#### Agentic AI - AIOps Platforms

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Log Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.2/10 | 110 |
| **Sumo Logic** | 7.1/10 | 70 |

#### Visibility

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Dashboards and Visualizations** | 8.9 (95 reviews) | 8.3 (63 reviews) | 
| **Alerts and Notifications** | 8.9 (92 reviews) | 8.2 (62 reviews) | 
| **Reporting** | 8.8 (83 reviews) | 8.3 (61 reviews) | 

#### Monitoring and Management

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Automation** | 8.2 (84 reviews) | 7.4 (60 reviews) | 
| **Performance Baseline** | 8.7 (86 reviews) | 7.7 (59 reviews) | 
| **Real-Time Monitoring** | 9.0 (92 reviews) | 8.3 (62 reviews) | 

#### Agentic AI - Log Monitoring

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Autonomous Task Execution** | 7.6 (9 reviews) | 5.7 (7 reviews) | 
| **Multi-step Planning** | 7.2 (9 reviews) | 6.1 (6 reviews) | 
| **Cross-system Integration** | 8.1 (9 reviews) | 6.7 (7 reviews) | 
| **Adaptive Learning** | 7.2 (9 reviews) | 6.3 (5 reviews) | 
| **Natural Language Interaction** | 8.0 (9 reviews) | 5.3 (5 reviews) | 
| **Proactive Assistance** | 7.6 (9 reviews) | 6.7 (6 reviews) | 
| **Decision Making** | 7.6 (9 reviews) | 7.1 (7 reviews) | 

### Server Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.2/10 | 80 |
| **Sumo Logic** | N/A | N/A |

#### Visibility 

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

#### Monitoring and Management

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

#### Cloud environment support

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

#### Agentic AI - Server Monitoring

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

### Enterprise Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.4/10 | 77 |
| **Sumo Logic** | N/A | N/A |

#### Functionality

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Diverse Systems Monitoring** | 8.8 (52 reviews) | Not enough data | 
| **Real-Time Analytics** | 8.8 (52 reviews) | Not enough data | 
| **Observability** | 9.2 (67 reviews) | Not enough data | 
| **AI/ML Integration** | 8.0 (45 reviews) | Not enough data | 

#### Management

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Single Pane of Glass** | 8.8 (58 reviews) | Not enough data | 
| **Dashboards and Visualization** | 8.7 (62 reviews) | Not enough data | 
| **Performance Baselines** | 8.2 (44 reviews) | Not enough data | 
| **Alerting** | 9.1 (58 reviews) | Not enough data | 

#### Agentic AI - Enterprise Monitoring

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Autonomous Task Execution** | 7.8 (9 reviews) | Not enough data | 
| **Multi-step Planning** | 8.3 (9 reviews) | Not enough data | 
| **Cross-system Integration** | 8.3 (12 reviews) | Not enough data | 
| **Adaptive Learning** | 8.1 (9 reviews) | Not enough data | 
| **Natural Language Interaction** | 7.5 (10 reviews) | Not enough data | 
| **Proactive Assistance** | 8.2 (10 reviews) | Not enough data | 
| **Decision Making** | 8.1 (9 reviews) | Not enough data | 

### Cloud Security Monitoring and Analytics

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Sumo Logic** | 8.7/10 | 27 |

#### Activity Monitoring

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Usage Monitoring** | Not enough data | 8.8 (23 reviews) | 
| **Database Monitoring** | Not enough data | 8.5 (19 reviews) | 
| **API Monitoring** | Not enough data | 9.0 (21 reviews) | 
| **Activity Monitoring** | Not enough data | 8.8 (19 reviews) | 

#### Security

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Compliance Monitoring** | Not enough data | 8.3 (20 reviews) | 
| **Risk Analysis** | Not enough data | 8.8 (20 reviews) | 
| **Reporting** | Not enough data | 8.3 (20 reviews) | 

#### Administration

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Security Automation** | Not enough data | 8.8 (18 reviews) | 
| **Security Integration** | Not enough data | 8.6 (19 reviews) | 
| **Multicloud Visibility** | Not enough data | 8.8 (16 reviews) | 

#### Agentic AI - Cloud Security Monitoring and Analytics

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### IoT Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Sumo Logic** | N/A | N/A |

#### Data Sources

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Pre-Built Connectors** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Performance and Stability** | Not enough data | Not enough data | 

#### Analytics

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Queries** | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | 
| **Visualizations** | Not enough data | Not enough data | 
| **Insights** | Not enough data | Not enough data | 

#### Metrics

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Device Performance** | Not enough data | Not enough data | 
| **Operational Performance** | Not enough data | Not enough data | 
| **Environmental Conditions** | Not enough data | Not enough data | 
| **Resource Usage** | Not enough data | Not enough data | 

### IoT Device Management Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Sumo Logic** | N/A | N/A |

#### Device Recognition

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Device Discovery** | Not enough data | Not enough data | 
| **Device Types** | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | 

#### Monitoring

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Device Status** | Not enough data | Not enough data | 
| **Alerts & Notifications** | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | 

#### Provisioning

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Remote Configuration** | Not enough data | Not enough data | 
| **Event Triggering** | Not enough data | Not enough data | 
| **Device Diagnostics & Repair** | Feature Not Available | Not enough data | 
| **Firmware Updates** | Feature Not Available | Not enough data | 

### Log Analysis

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.3/10 | 82 |
| **Sumo Logic** | 7.3/10 | 63 |

#### Data Preparation

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Data Sources** | 8.6 (66 reviews) ✓ Verified | 8.2 (56 reviews) ✓ Verified | 
| **Indexing** | 8.5 (65 reviews) ✓ Verified | 8.0 (49 reviews) ✓ Verified | 
| **Automated Tagging** | 8.0 (62 reviews) ✓ Verified | 7.6 (50 reviews) ✓ Verified | 
| **Data Blending** | 8.0 (64 reviews) ✓ Verified | 7.9 (47 reviews) ✓ Verified | 

#### Analysis

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Track Trends** | 8.6 (61 reviews) ✓ Verified | 8.1 (49 reviews) ✓ Verified | 
| **Detect Anomalies** | 8.4 (68 reviews) ✓ Verified | 7.7 (51 reviews) ✓ Verified | 
| **Metric and Event Data** | 8.8 (68 reviews) ✓ Verified | 8.3 (50 reviews) ✓ Verified | 
| **Search** | 8.5 (71 reviews) ✓ Verified | 8.5 (55 reviews) ✓ Verified | 
| **Alerts** | 8.6 (62 reviews) ✓ Verified | 8.1 (55 reviews) ✓ Verified | 
| **Live Tail** | 8.8 (60 reviews) ✓ Verified | 8.1 (49 reviews) ✓ Verified | 

#### Visualization

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Dashboards** | 8.9 (75 reviews) ✓ Verified | 8.1 (53 reviews) ✓ Verified | 
| **Data Discovery** | 8.7 (64 reviews) ✓ Verified | 8.1 (53 reviews) ✓ Verified | 

#### Agentic AI - Log Analysis

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Autonomous Task Execution** | 7.8 (6 reviews) | 6.0 (8 reviews) | 
| **Multi-step Planning** | 7.8 (6 reviews) | 6.4 (7 reviews) | 
| **Cross-system Integration** | 8.9 (6 reviews) | 6.7 (8 reviews) | 
| **Adaptive Learning** | 7.8 (6 reviews) | 6.5 (8 reviews) | 
| **Natural Language Interaction** | 8.1 (6 reviews) | 5.7 (9 reviews) | 
| **Proactive Assistance** | 7.5 (6 reviews) | 5.2 (7 reviews) | 
| **Decision Making** | 7.8 (6 reviews) | 5.0 (7 reviews) | 

### AI Agents For Business Operations

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Sumo Logic** | N/A | N/A |

#### Responses

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Personalization** | Not enough data | Not enough data | 
| **Route To Human** | Not enough data | Not enough data | 
| **Natural Language Understanding (NLU)** | Not enough data | Not enough data | 

#### Automation - AI Agents

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Sales Follow-Up** | Not enough data | Not enough data | 
| **Customer Interaction Automation** | Not enough data | Not enough data | 
| **Lead Generation** | Not enough data | Not enough data | 
| **Document Processing** | Not enough data | Not enough data | 
| **Feedback Collection** | Not enough data | Not enough data | 

#### Platform

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Conversation Editor** | Not enough data | Not enough data | 
| **Integration** | Not enough data | Not enough data | 
| **Human-In-The-Loop** | Not enough data | Not enough data | 

#### Autonomy -  AI Agents

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Independent Decision Making** | Not enough data | Not enough data | 
| **Adaptive Responses** | Not enough data | Not enough data | 
| **Task Execution** | Not enough data | Not enough data | 
| **Problem Solving** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### Application Performance Monitoring (APM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.4/10 | 152 |
| **Sumo Logic** | 8.1/10 | 51 |

#### Monitoring

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Performance Baselines** | 8.6 (113 reviews) | 8.1 (36 reviews) | 
| **Performance Analysis** | 8.9 (106 reviews) | 8.4 (37 reviews) | 
| **Performance Monitoring** | 8.9 (120 reviews) | 8.4 (38 reviews) | 
| **AI/ML Assistance** | 7.3 (99 reviews) | 7.6 (35 reviews) | 
| **Multi-System Monitoring** | 8.5 (106 reviews) | 8.2 (35 reviews) | 

#### Response

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Dashboards and Visualization** | 8.9 (124 reviews) | 8.3 (37 reviews) | 
| **Incident Alerting** | 8.8 (111 reviews) | 8.7 (39 reviews) | 
| **Root Cause Analysis (RCA)** | 8.0 (107 reviews) | 8.3 (38 reviews) | 

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

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Autonomous Task Execution** | 7.6 (14 reviews) | 7.2 (12 reviews) | 
| **Cross-system Integration** | 8.1 (13 reviews) | 7.8 (12 reviews) | 
| **Adaptive Learning** | 7.9 (13 reviews) | 6.7 (9 reviews) | 
| **Proactive Assistance** | 8.1 (13 reviews) | 7.6 (14 reviews) | 
| **Decision Making** | 7.8 (13 reviews) | 7.2 (12 reviews) | 

#### Performance

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Real User Monitoring (RUM)** | 8.6 (119 reviews) | 8.3 (41 reviews) | 
| **Second by Second Metrics** | 8.3 (103 reviews) | 8.4 (38 reviews) | 

#### Functionality

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Synthetic Monitoring** | 8.5 (107 reviews) | 7.9 (36 reviews) | 
| **Dynamic Transaction Mapping** | 8.1 (96 reviews) | 7.9 (36 reviews) | 
| **Load Balancing** | Feature Not Available | 8.1 (36 reviews) | 
| **Cloud Observability** | 8.5 (112 reviews) | 8.5 (36 reviews) | 

### Container Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.5/10 | 52 |
| **Sumo Logic** | 7.2/10 | 15 |

#### Alerts management

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Multi-mode alerts** | 8.7 (43 reviews) | 7.0 (11 reviews) | 
| **Opimization alerts** | 8.0 (45 reviews) | 7.5 (12 reviews) | 
| **Incident alerts** | 8.6 (47 reviews) | 7.1 (13 reviews) | 

#### Monitoring

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Resource utilization** | 8.6 (39 reviews) | 7.0 (11 reviews) | 
| **Real-time monitoring** | 9.1 (41 reviews) | 7.3 (10 reviews) | 
| **Performance baseline** | 8.7 (43 reviews) | 7.7 (11 reviews) | 
| **API monitoring** | 9.0 (38 reviews) | 8.2 (12 reviews) | 

#### Automation

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Resolution automation** | 8.2 (38 reviews) | 7.3 (10 reviews) | 
| **Automation** | 8.4 (36 reviews) | 7.4 (12 reviews) | 

#### Analysis

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Search** | 8.2 (41 reviews) | 7.9 (14 reviews) | 
| **Reporting** | 8.3 (44 reviews) | 6.5 (11 reviews) | 
| **Visualization** | 9.1 (43 reviews) | 7.1 (12 reviews) | 
| **Track trends** | 8.5 (42 reviews) | 7.1 (12 reviews) | 

#### Issue Resolution

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Root cause identification** | 8.3 (37 reviews) | 7.0 (11 reviews) | 
| **Resolution guidance** | 7.6 (39 reviews) | 7.0 (11 reviews) | 
| **Proactive identification** | 8.4 (35 reviews) | 6.8 (13 reviews) | 

### IT Alerting

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.0/10 | 18 |
| **Sumo Logic** | N/A | N/A |

#### Generative AI

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **AI Text Generation** | 7.5 (17 reviews) | Not enough data | 

#### Agentic AI - IT Alerting

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

### Observability Pipeline

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 7.1/10 | 9 |
| **Sumo Logic** | N/A | N/A |

#### Data Management - Observability Pipeline

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

#### Performance - Observability Pipeline

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

#### AI - Observability Pipeline

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

#### Compliance - Observability Pipeline

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Compliance Maintenance** | 6.9 (6 reviews) | Not enough data | 
| **Sensitive Data Detection** | 6.1 (6 reviews) | Not enough data | 

#### Agentic AI - Observability Pipeline

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Observability Software

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.7/10 | 13 |
| **Sumo Logic** | 8.3/10 | 9 |

#### Telemetry Collection & Ingestion - Observability

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

#### Agentic AI - Observability Software

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### Visualization & Dashboards - Observability

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

#### Correlation & Root Cause Analysis - Observability

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

#### Scalability & Ecosystem Integration - Observability

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Kubernetes Monitoring** | 9.3 (9 reviews) | Not enough data | 
| **Hybrid/Multi-Cloud Support** | 8.5 (8 reviews) | 8.3 (5 reviews) | 

#### AI Features - Observability

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

### Incident Response

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Sumo Logic** | 7.9/10 | 100 |

#### Response

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Resolution Automation** | Not enough data | 7.8 (73 reviews) | 
| **Resolution Guidance** | Not enough data | 8.2 (73 reviews) | 
| **System Isolation** | Not enough data | 7.4 (67 reviews) | 
| **Threat Intelligence** | Not enough data | 7.7 (66 reviews) | 
| **Incident Investigation** | Not enough data | Not enough data | 

#### Records

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Incident Logs** | Not enough data | 8.8 (90 reviews) | 
| **Incident Reports** | Not enough data | 8.3 (80 reviews) | 

#### Management

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Incident Alerts** | Not enough data | 8.6 (89 reviews) | 
| **Incident Case Management** | Not enough data | 8.0 (68 reviews) | 
| **Workflow Management** | Not enough data | 8.2 (73 reviews) | 

#### Generative AI

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **AI Text Generation** | Not enough data | 6.9 (13 reviews) | 
| **AI Text Summarization** | Not enough data | 7.4 (15 reviews) | 

### Cloud Security

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Sumo Logic** | N/A | N/A |

#### Cloud Visibility

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Data Discovery** | Not enough data | Not enough data | 
| **Cloud Registry** | Not enough data | Not enough data | 
| **Cloud Gap Analytics** | Not enough data | Not enough data | 

#### Security

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Data Security** | Not enough data | Not enough data | 
| **Data loss Prevention** | Not enough data | Not enough data | 
| **Security Auditing** | Not enough data | Not enough data | 

#### Identity

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **SSO** | Not enough data | Not enough data | 
| **Governance** | Not enough data | Not enough data | 
| **User Analytics** | Not enough data | Not enough data | 

### Security Information and Event Management (SIEM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.8/10 | 15 |
| **Sumo Logic** | 8.7/10 | 91 |

#### Network Management

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Activity Monitoring** | 8.9 (12 reviews) | 9.1 (64 reviews) ✓ Verified | 
| **Asset Management** | 8.3 (11 reviews) | 8.0 (56 reviews) ✓ Verified | 
| **Log Management** | 9.5 (13 reviews) | 9.4 (76 reviews) ✓ Verified | 

#### Incident Management

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Event Management** | 9.3 (12 reviews) | 9.0 (72 reviews) ✓ Verified | 
| **Automated Response** | 9.2 (11 reviews) | 8.3 (60 reviews) ✓ Verified | 
| **Incident Reporting** | 9.2 (12 reviews) | 8.6 (55 reviews) ✓ Verified | 

#### Security Intelligence

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Threat Intelligence** | 7.9 (12 reviews) | 8.4 (52 reviews) ✓ Verified | 
| **Vulnerability Assessment** | 8.0 (10 reviews) | 8.1 (50 reviews) ✓ Verified | 
| **Advanced Analytics** | 8.8 (11 reviews) | 8.9 (64 reviews) ✓ Verified | 
| **Data Examination** | 8.6 (13 reviews) | 9.0 (69 reviews) ✓ Verified | 

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

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Security Orchestration, Automation, and Response (SOAR)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Sumo Logic** | 8.5/10 | 15 |

#### Automation

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Workflow Mapping** | Not enough data | 8.6 (13 reviews) | 
| **Workflow Automation** | Not enough data | 8.3 (13 reviews) | 
| **Automated Remediation** | Not enough data | 8.8 (12 reviews) | 
| **Log Monitoring** | Not enough data | 8.5 (13 reviews) | 

#### Orchestration

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Security Orchestration** | Not enough data | 8.2 (13 reviews) | 
| **Data Collection** | Not enough data | 8.8 (12 reviews) | 
| **Threat Intelligence** | Not enough data | 8.3 (12 reviews) | 
| **Data Visualization** | Not enough data | 8.5 (12 reviews) | 

#### Response

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Alerting** | Not enough data | 8.6 (11 reviews) | 
| **Performance Baselin** | Not enough data | 8.2 (12 reviews) | 
| **High Availability/Disaster Recovery** | Not enough data | 8.3 (13 reviews) | 

### AI Agents

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Sumo Logic** | N/A | N/A |

#### Agentic AI - AI Agents

| Feature | Datadog | Sumo Logic | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (7):** [Observability Software](https://www.g2.com/categories/observability-software), [Log Monitoring Software](https://www.g2.com/categories/log-monitoring), [Cloud Infrastructure Monitoring  Software](https://www.g2.com/categories/cloud-infrastructure-monitoring), [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), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm)

**Unique to Datadog (14):** [Observability Pipeline Software](https://www.g2.com/categories/observability-pipeline), [Enterprise Monitoring Software](https://www.g2.com/categories/enterprise-monitoring), [Server Monitoring Software](https://www.g2.com/categories/server-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), [IT Alerting Software](https://www.g2.com/categories/it-alerting), [API Marketplaces](https://www.g2.com/categories/api-marketplace), [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)

**Unique to Sumo Logic (4):** [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations), [Cloud Security Monitoring and Analytics Software](https://www.g2.com/categories/cloud-security-monitoring-and-analytics), [Security Orchestration, Automation, and Response (SOAR) Software](https://www.g2.com/categories/security-orchestration-automation-and-response-soar), [Incident Response Software](https://www.g2.com/categories/incident-response)


---
## Reviewer Demographics

### By Company Size

| Segment | Datadog | Sumo Logic | 
|---|---|---|
| **Small-Business** | 19.0% | 15.8% | 
| **Mid-Market** | 47.0% | 47.7% | 
| **Enterprise** | 34.0% | 36.5% | 

### By Industry

#### Datadog

- **Information Technology and Services:** 18.4%
- **Computer Software:** 17.8%
- **Financial Services:** 9.0%
- **Internet:** 4.0%
- **Computer & Network Security:** 3.3%
- **Retail:** 3.1%
- **Banking:** 2.4%
- **Hospital & Health Care:** 2.3%
- **Insurance:** 1.9%
- **Marketing and Advertising:** 1.6%
- **Other:** 36.3%

#### Sumo Logic

- **Information Technology and Services:** 21.6%
- **Computer Software:** 17.2%
- **Financial Services:** 6.8%
- **Retail:** 4.2%
- **Accounting:** 2.9%
- **Computer & Network Security:** 2.6%
- **Internet:** 2.3%
- **Health, Wellness and Fitness:** 2.1%
- **Hospital & Health Care:** 2.1%
- **Utilities:** 1.8%
- **Other:** 36.5%

---
## Alternatives

### Alternatives to Datadog

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1364 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (480 reviews)
- [Checkmk](https://www.g2.com/products/checkmk/reviews) — 4.7/5 stars (303 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 (643 reviews)
- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (586 reviews)
- [Better Stack](https://www.g2.com/products/better-stack/reviews) — 4.8/5 stars (327 reviews)
- [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (440 reviews)
- [SolarWinds Observability](https://www.g2.com/products/solarwinds-worldwide-llc-solarwinds-observability/reviews) — 4.3/5 stars (855 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews)

### Alternatives to Sumo Logic

- [Coralogix](https://www.g2.com/products/coralogix/reviews) — 4.6/5 stars (343 reviews)
- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1364 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (643 reviews)
- [Logz.io](https://www.g2.com/products/logz-io/reviews) — 4.5/5 stars (171 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews)
- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (586 reviews)
- [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (434 reviews)
- [IBM QRadar SIEM](https://www.g2.com/products/ibm-ibm-qradar-siem/reviews) — 4.4/5 stars (337 reviews)
- [Microsoft Sentinel](https://www.g2.com/products/microsoft-sentinel/reviews) — 4.4/5 stars (296 reviews)
- [Grafana Labs](https://www.g2.com/products/grafana-labs/reviews) — 4.5/5 stars (161 reviews)

---
## Top Discussions

### 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"

### Sumo Logic

- Title: [What is Cloud SOAR used for?](https://www.g2.com/discussions/what-is-cloud-soar-used-for) — 1 comment, 1 upvote
  > **Top comment:** "Cloud SOAR (Security Orchestration, Automation, and Response) is primarily used to streamline and automate security operations workflows. It helps security..."
- Title: [Who are Sumo Logic competitors?](https://www.g2.com/discussions/who-are-sumo-logic-competitors) — 1 comment
  > **Top comment:** "Splunk, Arcsight, QRadar, Datadog"

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