# Datadog vs Umbrella Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Datadog excels in providing a comprehensive view of infrastructure and application performance, with users appreciating its ability to integrate logs, security signals, and application data in one platform. This holistic approach allows teams to quickly move from detection to action, enhancing operational efficiency.
- **Users say** that Anodot shines in its AI-powered cost optimization features, which help identify unnecessary cloud spending and provide actionable suggestions. This capability is particularly beneficial for organizations managing multi-cloud environments, as it simplifies expense management and optimization.
- **Reviewers mention** that Datadog's user interface is intuitive, making it easy to gain insights from data. Users highlight the simplicity of setting up Datadog agents and the multiple integrations available, which allow for quick deployment and usability right out of the box.
- **According to verified reviews** , Anodot is praised for its rapid problem detection capabilities, alerting users to issues like login failures and application errors almost immediately. This feature significantly reduces the time and stress associated with troubleshooting, making it a valuable tool for teams focused on maintaining operational continuity.
- **G2 reviewers note** that while Datadog has a higher overall satisfaction score, Anodot's support quality is rated higher, with users appreciating the responsiveness and effectiveness of their support team. This can be a crucial factor for organizations that prioritize strong customer support in their software solutions.
- **Users highlight** that both platforms have similar ease of use ratings, but Datadog's extensive feature set may require a steeper learning curve for new users. In contrast, Anodot's focused approach on cost management and alerts may appeal to teams looking for a more straightforward solution without the complexity of broader monitoring tools.



| | Datadog | Umbrella | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 705 | 36 | 
| **Largest Market Segment** | Mid-Market (47.1% of reviews) | Mid-Market (44.4% of reviews) | 
| **Entry Level Price** | $0 Per host, per month | No pricing available | 

---
## Top Pros & Cons

### Datadog

Pros:
- Monitoring (150 reviews)
- Ease of Use (145 reviews)

Cons:
- Expensive (92 reviews)
- Learning Curve (75 reviews)

### Umbrella

Pros:
- Time-saving (3 reviews)
- Alerting System (2 reviews)

Cons:
- Access Control (2 reviews)
- Complexity (2 reviews)

---
## Ratings Comparison
| Rating | Datadog | Umbrella | 
|---|---|---|
  | **Meets Requirements** | 8.8 (525 reviews) | 8.9 (25 reviews) | 
  | **Ease of Use** | 8.2 (627 reviews) | 8.2 (25 reviews) | 
  | **Ease of Setup** | 8.3 (393 reviews) | 8.4 (18 reviews) | 
  | **Ease of Admin** | 8.3 (233 reviews) | 8.6 (16 reviews) | 
  | **Quality of Support** | 8.3 (466 reviews) | 9.0 (24 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (219 reviews) | 9.4 (15 reviews) | 
  | **Product Direction (% positive)** | 9.0 (509 reviews) | 9.1 (25 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

### Umbrella

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Digital Analytics

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Umbrella** | N/A | N/A |

#### Metrics

| Feature | Datadog | Umbrella | 
|---|---|---|
| **Sessions - Digital Analytics** | Not enough data | Not enough data | 
| **Engagement** | Not enough data | Not enough data | 
| **Entry and Exit Pages** | Not enough data | Not enough data | 
| **Standard Event Tracking** | Not enough data | Not enough data | 
| **Custom Event Tracking** | Not enough data | Not enough data | 
| **Retention** | Not enough data | Not enough data | 
| **Return** | Not enough data | Not enough data | 
| **Conversions** | Not enough data | Not enough data | 
| **Funnels** | Not enough data | Not enough data | 

#### Reporting

| Feature | Datadog | Umbrella | 
|---|---|---|
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Trending** | Not enough data | Not enough data | 
| **Retroactive Reporting** | Not enough data | Not enough data | 
| **Segmentation** | Not enough data | Not enough data | 
| **Mobile Reporting** | Not enough data | Not enough data | 
| **Unification Across Devices** | Not enough data | Not enough data | 
| **Custom Reports and Dashboards** | Not enough data | Not enough data | 

#### Other

| Feature | Datadog | Umbrella | 
|---|---|---|
| **User Data** | Not enough data | Not enough data | 
| **Site Search Reporting** | Not enough data | Not enough data | 
| **Load Time Monitoring** | Not enough data | Not enough data | 
| **Campaign Tracking** | Not enough data | Not enough data | 
| **E-Commerce** | Not enough data | Not enough data | 
| **Promotional Messages** | Not enough data | Not enough data | 
| **Administration Alerts** | Not enough data | Not enough data | 

#### Agentic AI - Digital Analytics

| Feature | Datadog | Umbrella | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### Administration

| Feature | Datadog | Umbrella | 
|---|---|---|
| **API / Integrations** | Not enough data | Not enough data | 
| **QA Testing** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 

### Cloud Cost Management

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

#### Operations

| Feature | Datadog | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 |
| **Umbrella** | N/A | N/A |

#### Functionality

| Feature | Datadog | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 |
| **Umbrella** | N/A | N/A |

#### Experience

| Feature | Datadog | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 |
| **Umbrella** | N/A | N/A |

#### Functionality

| Feature | Datadog | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 |
| **Umbrella** | N/A | N/A |

#### Functionality

| Feature | Datadog | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | 144 |
| **Umbrella** | N/A | N/A |

#### Monitoring

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

#### Administration

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

#### Analysis

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

#### Agentic AI - Cloud Infrastructure Monitoring

| Feature | Datadog | Umbrella | 
|---|---|---|
| **Multi-step Planning** | 7.9 (8 reviews) | Not enough data | 
| **Cross-system Integration** | 8.8 (8 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 | Umbrella | 
|---|---|---|
| **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 |
| **Umbrella** | N/A | N/A |

#### Automation

| Feature | Datadog | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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** | 9.1/10 | 23 |
| **Umbrella** | N/A | N/A |

#### Functionality

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

#### Issue Resolution

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

#### Management

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

#### Generative AI

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

#### Agentic AI - AIOps Platforms

| Feature | Datadog | Umbrella | 
|---|---|---|
| **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 |
| **Umbrella** | N/A | N/A |

#### Visibility

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

#### Monitoring and Management

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

#### Agentic AI - Log Monitoring

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

### Server Monitoring

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

#### Visibility 

| Feature | Datadog | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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** | 8.3/10 | 70 |
| **Umbrella** | N/A | N/A |

#### Functionality

| Feature | Datadog | Umbrella | 
|---|---|---|
| **Diverse Systems Monitoring** | 8.7 (50 reviews) | Not enough data | 
| **Real-Time Analytics** | 8.8 (50 reviews) | Not enough data | 
| **Observability** | 9.1 (62 reviews) | Not enough data | 
| **AI/ML Integration** | 7.9 (43 reviews) | Not enough data | 

#### Management

| Feature | Datadog | Umbrella | 
|---|---|---|
| **Single Pane of Glass** | 8.7 (54 reviews) | Not enough data | 
| **Dashboards and Visualization** | 8.6 (58 reviews) | Not enough data | 
| **Performance Baselines** | 8.2 (44 reviews) | Not enough data | 
| **Alerting** | 9.0 (54 reviews) | Not enough data | 

#### Agentic AI - Enterprise Monitoring

| Feature | Datadog | Umbrella | 
|---|---|---|
| **Autonomous Task Execution** | 7.8 (9 reviews) | Not enough data | 
| **Multi-step Planning** | 8.3 (9 reviews) | Not enough data | 
| **Cross-system Integration** | 8.0 (10 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 | 

### IoT Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Umbrella** | N/A | N/A |

#### Data Sources

| Feature | Datadog | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 |
| **Umbrella** | N/A | N/A |

#### Device Recognition

| Feature | Datadog | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | 

### Customer Journey Analytics

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Umbrella** | N/A | N/A |

#### Platform Basics

| Feature | Datadog | Umbrella | 
|---|---|---|
| **Dynamic Segmentation** | Not enough data | Not enough data | 
| **Journey Optimization** | Not enough data | Not enough data | 

#### Platform Data

| Feature | Datadog | Umbrella | 
|---|---|---|
| **Journey Reporting** | Not enough data | Not enough data | 
| **Trends Reporting** | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | 
| **Advanced Data Filtering** | Not enough data | Not enough data | 

#### Platform Additional Functionality

| Feature | Datadog | Umbrella | 
|---|---|---|
| **Journey Mapping** | Not enough data | Not enough data | 
| **Integrations** | Not enough data | Not enough data | 
| **Automated Alerts** | Not enough data | Not enough data | 

#### Agentic AI - Customer Journey Analytics

| Feature | Datadog | Umbrella | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 

### Log Analysis

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.3/10 | 82 |
| **Umbrella** | N/A | N/A |

#### Data Preparation

| Feature | Datadog | Umbrella | 
|---|---|---|
| **Data Sources** | 8.6 (66 reviews) ✓ Verified | Not enough data | 
| **Indexing** | 8.5 (65 reviews) ✓ Verified | Not enough data | 
| **Automated Tagging** | 8.0 (62 reviews) ✓ Verified | Not enough data | 
| **Data Blending** | 8.0 (64 reviews) ✓ Verified | Not enough data | 

#### Analysis

| Feature | Datadog | Umbrella | 
|---|---|---|
| **Track Trends** | 8.6 (61 reviews) ✓ Verified | Not enough data | 
| **Detect Anomalies** | 8.4 (68 reviews) ✓ Verified | Not enough data | 
| **Metric and Event Data** | 8.8 (68 reviews) ✓ Verified | Not enough data | 
| **Search** | 8.5 (71 reviews) ✓ Verified | Not enough data | 
| **Alerts** | 8.6 (62 reviews) ✓ Verified | Not enough data | 
| **Live Tail** | 8.8 (60 reviews) ✓ Verified | Not enough data | 

#### Visualization

| Feature | Datadog | Umbrella | 
|---|---|---|
| **Dashboards** | 8.9 (75 reviews) ✓ Verified | Not enough data | 
| **Data Discovery** | 8.7 (64 reviews) ✓ Verified | Not enough data | 

#### Agentic AI - Log Analysis

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

### Application Performance Monitoring (APM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.3/10 | 147 |
| **Umbrella** | N/A | N/A |

#### Monitoring

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

#### Response

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

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

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

#### Performance

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

#### Functionality

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

### Container Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.5/10 | 52 |
| **Umbrella** | N/A | N/A |

#### Alerts management

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

#### Monitoring

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

#### Automation

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

#### Analysis

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

#### Issue Resolution

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

### IT Alerting

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

#### Generative AI

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

#### Agentic AI - IT Alerting

| Feature | Datadog | Umbrella | 
|---|---|---|
| **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 |
| **Umbrella** | N/A | N/A |

#### Data Management - Observability Pipeline

| Feature | Datadog | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 | Umbrella | 
|---|---|---|
| **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 |
| **Umbrella** | N/A | N/A |

#### Telemetry Collection & Ingestion - Observability

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

#### AI Features - Observability

| Feature | Datadog | Umbrella | 
|---|---|---|
| **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 | 

### Security Information and Event Management (SIEM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.8/10 | 15 |
| **Umbrella** | N/A | N/A |

#### Network Management

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

#### Incident Management

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

#### Security Intelligence

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

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

| Feature | Datadog | Umbrella | 
|---|---|---|
| **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 | 

---
## Categories
**Shared Categories (3):** [Log Analysis Software](https://www.g2.com/categories/log-analysis), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm), [Cloud Cost Management Tools](https://www.g2.com/categories/cloud-cost-management)

**Unique to Datadog (18):** [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), [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), [Network Monitoring Software](https://www.g2.com/categories/network-monitoring), [Digital Experience Monitoring (DEM) Software](https://www.g2.com/categories/digital-experience-monitoring-dem)

**Unique to Umbrella (3):** [Customer Journey Analytics Software](https://www.g2.com/categories/customer-journey-analytics), [Digital Analytics Software](https://www.g2.com/categories/digital-analytics), [Time Series Intelligence Software](https://www.g2.com/categories/time-series-intelligence)


---
## Reviewer Demographics

### By Company Size

| Segment | Datadog | Umbrella | 
|---|---|---|
| **Small-Business** | 19.3% | 30.6% | 
| **Mid-Market** | 47.1% | 44.4% | 
| **Enterprise** | 33.6% | 25.0% | 

### By Industry

#### Datadog

- **Information Technology and Services:** 18.5%
- **Computer Software:** 18.0%
- **Financial Services:** 8.7%
- **Internet:** 4.1%
- **Computer & Network Security:** 3.3%
- **Retail:** 2.9%
- **Banking:** 2.5%
- **Hospital & Health Care:** 2.3%
- **Insurance:** 1.9%
- **Health, Wellness and Fitness:** 1.6%
- **Other:** 36.2%

#### Umbrella

- **Information Technology and Services:** 22.2%
- **Computer Software:** 19.4%
- **Marketing and Advertising:** 8.3%
- **Internet:** 8.3%
- **Computer & Network Security:** 8.3%
- **Telecommunications:** 5.6%
- **Utilities:** 2.8%
- **Research:** 2.8%
- **Program Development:** 2.8%
- **Professional Training & Coaching:** 2.8%
- **Other:** 16.7%

---
## Alternatives

### 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 (478 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 (636 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 (320 reviews)
- [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (433 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (400 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews)

### Alternatives to Umbrella

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1644 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews)
- [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (433 reviews)
- [Smartlook](https://www.g2.com/products/smartlook/reviews) — 4.6/5 stars (874 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (636 reviews)
- [ServiceNow IT Operations Management](https://www.g2.com/products/servicenow-it-operations-management/reviews) — 4.4/5 stars (417 reviews)
- [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (433 reviews)
- [Amazon CloudWatch](https://www.g2.com/products/amazon-cloudwatch/reviews) — 4.3/5 stars (402 reviews)
- [HubSpot Marketing Hub](https://www.g2.com/products/hubspot-marketing-hub/reviews) — 4.4/5 stars (14758 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"

### Umbrella

No discussions available for this product.

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