# Datadog vs Prometheus Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Datadog significantly outperforms Prometheus in overall user satisfaction, reflected in its high G2 Score of 87.93 compared to Prometheus's 37.55. Users appreciate Datadog's ability to consolidate infrastructure, applications, logs, and security signals, making it easier to understand complex environments.
- **According to verified reviews** , Datadog's user interface is described as **intuitive** , allowing users to gain insights quickly. In contrast, while Prometheus is praised for its real-time monitoring capabilities, some users find its interface less user-friendly, which can hinder quick data interpretation.
- **Users say** that Datadog excels in the ease of setup, with many highlighting the straightforward process of integrating various data sources. In comparison, Prometheus, while efficient, may require more manual configuration, which can be a barrier for teams looking for a quick deployment.
- **Reviewers mention** that Datadog's support is responsive and helpful, contributing to a smoother user experience. On the other hand, Prometheus users have noted that while the product is powerful, the support can be less accessible, which may lead to challenges during critical moments.
- **G2 reviewers highlight** Datadog's robust features for log management, with users noting the detailed log traces and the ability to search based on specific labels. Prometheus, while strong in metrics and alerts, does not offer the same level of log detail, which can limit its effectiveness in troubleshooting.
- **According to recent feedback** , Datadog's comprehensive monitoring capabilities, including API monitoring and multi-mode alerts, are highly valued by users. Prometheus shines in real-time alerting for cloud-native environments but may not provide the same breadth of features, which can be a consideration for teams needing a more holistic monitoring solution.



| | Datadog | Prometheus | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 705 | 62 | 
| **Largest Market Segment** | Mid-Market (47.1% of reviews) | Mid-Market (39.3% of reviews) | 
| **Entry Level Price** | $0 Per host, per month | No pricing available | 

---
## Top Pros & Cons

### Datadog

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

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

### Prometheus

Pros:
- Easy Integrations (7 reviews)
- Integrations (6 reviews)

Cons:
- Learning Curve (4 reviews)
- Difficult Learning (2 reviews)

---
## Ratings Comparison
| Rating | Datadog | Prometheus | 
|---|---|---|
  | **Meets Requirements** | 8.8 (525 reviews) | 8.8 (54 reviews) | 
  | **Ease of Use** | 8.2 (627 reviews) | 8.2 (55 reviews) | 
  | **Ease of Setup** | 8.3 (393 reviews) | 8.2 (39 reviews) | 
  | **Ease of Admin** | 8.3 (233 reviews) | 8.1 (31 reviews) | 
  | **Quality of Support** | 8.3 (466 reviews) | 7.9 (42 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (219 reviews) | 8.7 (21 reviews) | 
  | **Product Direction (% positive)** | 9.0 (509 reviews) | 8.6 (50 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

### Prometheus

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Cloud Cost Management

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

#### Operations

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

#### Functionality

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

#### Experience

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

#### Functionality

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

#### Functionality

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

#### Monitoring

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

#### Automation

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

#### Functionality

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

#### Agentic AI - AIOps Platforms

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

#### Visibility

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

#### Visibility 

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

#### Functionality

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

#### Data Sources

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

#### Device Recognition

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

#### Data Preparation

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

#### Monitoring

| Feature | Datadog | Prometheus | 
|---|---|---|
| **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 | Prometheus | 
|---|---|---|
| **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 | Prometheus | 
|---|---|---|
| **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 | Prometheus | 
|---|---|---|
| **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 | Prometheus | 
|---|---|---|
| **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 | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Prometheus** | 8.1/10 | 13 |

#### Management

| Feature | Datadog | Prometheus | 
|---|---|---|
| **Data dictionary** | Not enough data | 8.0 (11 reviews) | 
| **Data Replication** | Not enough data | 8.3 (11 reviews) | 
| **Query Language** | Not enough data | 8.5 (12 reviews) | 
| **Data Modeling** | Not enough data | 8.2 (10 reviews) | 
| **Performance Analysis** | Not enough data | 7.9 (13 reviews) | 

#### Maintenance

| Feature | Datadog | Prometheus | 
|---|---|---|
| **Data Migration** | Not enough data | 8.7 (9 reviews) | 
| **Backup and Recovery** | Not enough data | 8.0 (10 reviews) | 
| **Multi-User Environment** | Not enough data | 8.6 (12 reviews) | 

#### Security

| Feature | Datadog | Prometheus | 
|---|---|---|
| **Data Encryption** | Not enough data | 7.8 (10 reviews) | 
| **User Access Control** | Not enough data | 7.3 (10 reviews) | 

### Container Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.5/10 | 52 |
| **Prometheus** | 8.3/10 | 20 |

#### Alerts management

| Feature | Datadog | Prometheus | 
|---|---|---|
| **Multi-mode alerts** | 8.7 (43 reviews) | 7.8 (15 reviews) | 
| **Opimization alerts** | 8.0 (45 reviews) | 8.1 (16 reviews) | 
| **Incident alerts** | 8.6 (47 reviews) | 8.9 (17 reviews) | 

#### Monitoring

| Feature | Datadog | Prometheus | 
|---|---|---|
| **Resource utilization** | 8.6 (39 reviews) | 8.5 (17 reviews) | 
| **Real-time monitoring** | 9.1 (41 reviews) | 9.4 (19 reviews) | 
| **Performance baseline** | 8.7 (43 reviews) | 8.8 (16 reviews) | 
| **API monitoring** | 9.0 (38 reviews) | 8.3 (17 reviews) | 

#### Automation

| Feature | Datadog | Prometheus | 
|---|---|---|
| **Resolution automation** | 8.2 (38 reviews) | 8.6 (14 reviews) | 
| **Automation** | 8.4 (36 reviews) | 8.6 (16 reviews) | 

#### Analysis

| Feature | Datadog | Prometheus | 
|---|---|---|
| **Search** | 8.2 (41 reviews) | 8.0 (14 reviews) | 
| **Reporting** | 8.3 (44 reviews) | 8.2 (17 reviews) | 
| **Visualization** | 9.1 (43 reviews) | 7.7 (18 reviews) | 
| **Track trends** | 8.5 (42 reviews) | 8.5 (16 reviews) | 

#### Issue Resolution

| Feature | Datadog | Prometheus | 
|---|---|---|
| **Root cause identification** | 8.3 (37 reviews) | 8.2 (14 reviews) | 
| **Resolution guidance** | 7.6 (39 reviews) | 7.8 (13 reviews) | 
| **Proactive identification** | 8.4 (35 reviews) | 7.7 (14 reviews) | 

### IT Alerting

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

#### Generative AI

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

#### Agentic AI - IT Alerting

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

#### Data Management - Observability Pipeline

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

#### Telemetry Collection & Ingestion - Observability

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

#### Network Management

| Feature | Datadog | Prometheus | 
|---|---|---|
| **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 | Prometheus | 
|---|---|---|
| **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 | Prometheus | 
|---|---|---|
| **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 | Prometheus | 
|---|---|---|
| **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 (1):** [Container Monitoring Tools](https://www.g2.com/categories/container-monitoring-tools)

**Unique to Datadog (20):** [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), [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)

**Unique to Prometheus (2):** [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms), [Time Series Databases](https://www.g2.com/categories/time-series-databases)


---
## Reviewer Demographics

### By Company Size

| Segment | Datadog | Prometheus | 
|---|---|---|
| **Small-Business** | 19.3% | 32.8% | 
| **Mid-Market** | 47.1% | 39.3% | 
| **Enterprise** | 33.6% | 27.9% | 

### 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%

#### Prometheus

- **Computer Software:** 29.5%
- **Information Technology and Services:** 24.6%
- **Internet:** 6.6%
- **Computer & Network Security:** 4.9%
- **Telecommunications:** 4.9%
- **Architecture & Planning:** 3.3%
- **Information Services:** 3.3%
- **Logistics and Supply Chain:** 3.3%
- **Marketing and Advertising:** 1.6%
- **Media Production:** 1.6%
- **Other:** 16.4%

---
## 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 (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 (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 (319 reviews)
- [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (431 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (397 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews)

### Alternatives to Prometheus

- [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)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews)
- [Checkmk](https://www.g2.com/products/checkmk/reviews) — 4.7/5 stars (293 reviews)
- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (583 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (636 reviews)
- [InfluxDB](https://www.g2.com/products/influxdata-influxdb/reviews) — 4.4/5 stars (101 reviews)
- [Centreon Infra Monitoring](https://www.g2.com/products/centreon-infra-monitoring/reviews) — 4.6/5 stars (92 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (397 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (743 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"

### Prometheus

- Title: [What is Prometheus used for?](https://www.g2.com/discussions/what-is-prometheus-used-for) — 1 comment
  > **Top comment:** "Prometheus is primarily used for monitoring and alerts in IT systems, especially to track the performance of applications and infrastructure."
- Title: [What does Prometheus do?](https://www.g2.com/discussions/what-does-prometheus-do) — 1 comment
  > **Top comment:** "Promothesus is metrics dashboard for your microservices which is based on monitoring your application"

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