# Grafana Labs vs Prometheus Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Grafana Labs excels in creating **customized dashboards** tailored to specific use cases, making it easy to visualize data from various sources without integration hassles. Users appreciate how this feature keeps their monitoring organized and accessible.
- **Users say** Prometheus shines in its **alerting capabilities** , with many highlighting its ease of setup and rollout across different environments. Reviewers find it particularly effective for tracking system performance metrics, allowing for deep insights into CPU usage and error rates.
- **According to verified reviews** , Grafana Labs is noted for its user-friendly interface, which simplifies the process of setting up alerts when metrics deviate from expectations. This ease of use is a significant advantage for teams looking to streamline their monitoring processes.
- **Reviewers mention** that while Prometheus is a powerful open-source tool, it often requires integration with Grafana to achieve the best results. Users appreciate the depth of insights it provides but note that the learning curve can be steep without additional tools.
- **G2 reviewers highlight** that Grafana Labs has a slight edge in overall user satisfaction, reflected in its higher G2 Score. Users frequently commend its reliability and the ability to pull data from multiple sources seamlessly, enhancing their monitoring experience.
- **Users report** that Prometheus offers robust real-time monitoring features, scoring high in this area. However, they also point out that its support quality could be improved, as some users have experienced challenges in getting timely assistance compared to the more responsive support from Grafana Labs.



| | Grafana Labs | Prometheus | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 166 | 62 | 
| **Largest Market Segment** | Mid-Market (45.2% of reviews) | Mid-Market (39.3% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Grafana Labs

Pros:
- Data Visualization (18 reviews)
- Ease of Use (18 reviews)

Cons:
- Learning Curve (16 reviews)
- Complex Setup (13 reviews)

### Prometheus

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

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

---
## Ratings Comparison
| Rating | Grafana Labs | Prometheus | 
|---|---|---|
  | **Meets Requirements** | 8.8 (130 reviews) | 8.8 (54 reviews) | 
  | **Ease of Use** | 8.5 (132 reviews) | 8.2 (55 reviews) | 
  | **Ease of Setup** | 8.3 (84 reviews) | 8.2 (39 reviews) | 
  | **Ease of Admin** | 8.6 (55 reviews) | 8.1 (31 reviews) | 
  | **Quality of Support** | 8.1 (102 reviews) | 7.9 (42 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.3 (46 reviews) | 8.7 (21 reviews) | 
  | **Product Direction (% positive)** | 9.0 (126 reviews) | 8.6 (50 reviews) | 

---
## Pricing

### Grafana Labs

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Prometheus

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Artificial Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | N/A | N/A |
| **Prometheus** | N/A | N/A |

#### Additional Functionality

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Tagging** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Speech Recognition** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Virtual Personal Assistant (VPA)** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Customer Segmentation** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **For eCommerce** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Document Management** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Machine Learning** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Mobile App** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **For Sales Teams/Organizations** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Chatbot** | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | 

### Emerging AI Software

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | N/A | N/A |
| **Prometheus** | N/A | N/A |

#### Additional Functionality

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Specialized or Emerging Capabilities** | Not enough data | Not enough data | 
| **Distinct AI Functionality** | Not enough data | Not enough data | 
| **Niche Application** | Not enough data | Not enough data | 

### Database Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | 8.8/10 | 17 |
| **Prometheus** | N/A | N/A |

#### Functionality

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Monitoring** | 9.6 (16 reviews) | Not enough data | 
| **Alerting** | 8.3 (15 reviews) | Not enough data | 
| **Logging** | 8.1 (14 reviews) | Not enough data | 
| **Response Time** | 9.0 (16 reviews) | Not enough data | 
| **Reporting** | 8.3 (14 reviews) | Not enough data | 
| **Data Visualization** | 9.2 (16 reviews) | Not enough data | 
| **Performance Monitoring** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Server Monitoring** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Uptime Reporting** | Not enough data | Not enough data | 

#### Agentic AI - Database Monitoring

| Feature | Grafana Labs | 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 | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Capacity Planning** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Resource Management** | Not enough data | Not enough data | 
| **Anomaly Detection** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Remote Monitoring & Management** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Configuration Management** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Capacity Management** | Not enough data | Not enough data | 
| **Diagnostic Tools** | Not enough data | Not enough data | 
| **Dependency Tracking** | Not enough data | Not enough data | 
| **Troubleshooting** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **Application Management** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Application-Level Analysis** | Not enough data | Not enough data | 
| **Multitenancy** | Not enough data | Not enough data | 
| **Query Analysis** | Not enough data | Not enough data | 
| **Performance Management** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Historical Trend Analysis** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Summary Reports** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Event Logs** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Automated Discovery** | Not enough data | Not enough data | 
| **Prioritization** | Not enough data | Not enough data | 
| **Issue Tracking** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Resource Optimization** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Status Tracking** | Not enough data | Not enough data | 

### Cloud Infrastructure Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | 8.6/10 | 25 |
| **Prometheus** | N/A | N/A |

#### Monitoring

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Usage Monitoring** | 9.2 (20 reviews) | Not enough data | 
| **Database Monitoring** | 8.8 (20 reviews) | Not enough data | 
| **API Monitoring** | 9.0 (21 reviews) | Not enough data | 
| **Real-Time Monitoring - Cloud Infrastructure Monitoring** | 9.2 (24 reviews) | Not enough data | 
| **Security and Compliance Monitoring** | 8.6 (6 reviews) | Not enough data | 

#### Administration

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Activity Monitoring** | 8.9 (19 reviews) | Not enough data | 
| **Multi-Cloud Management** | 8.0 (18 reviews) | Not enough data | 
| **Automation** | 7.7 (17 reviews) | Not enough data | 
| **Auto-Scaling & Resource Optimization** | Not enough data | Not enough data | 

#### Analysis

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Reporting** | 8.1 (18 reviews) | Not enough data | 
| **Dashboards and Visualizations** | 9.6 (25 reviews) | Not enough data | 
| **Spend Forecasting and Optimization** | 7.2 (16 reviews) | Not enough data | 

#### Agentic AI - Cloud Infrastructure Monitoring

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **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 | 

#### AI Automation - Cloud Infrastructure Monitoring

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **AI-Powered Anomaly Detection** | Not enough data | Not enough data | 
| **AI-Driven Insight Recommendations** | Not enough data | Not enough data | 

### Incident Management

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | 8.4/10 | 10 |
| **Prometheus** | N/A | N/A |

#### Monitoring

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Constant Monitoring** | 8.9 (9 reviews) | Not enough data | 
| **Timely Alerts** | 9.3 (10 reviews) | Not enough data | 
| **TIcket Accuracy** | 8.5 (9 reviews) | Not enough data | 
| **AI Monitoring** | 8.0 (5 reviews) | Not enough data | 

#### Management Tools

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Ticket Assignment** | 8.3 (9 reviews) | Not enough data | 
| **Standardization** | 7.6 (9 reviews) | Not enough data | 
| **Lifecycle Visualization** | 8.1 (9 reviews) | Not enough data | 

#### Generative AI

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **AI Text Generation** | 8.0 (5 reviews) | Not enough data | 
| **AI Text Summarization** | 8.0 (5 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Incident Management

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | 8.3 (5 reviews) | Not enough data | 
| **Cross-system Integration** | 9.3 (5 reviews) | Not enough data | 
| **Adaptive Learning** | 8.3 (5 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | 8.0 (5 reviews) | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Forms Management** | Not enough data | Not enough data | 
| **Safety Incident Management** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **OSHA Compliance** | Not enough data | Not enough data | 
| **Task Management** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Disaster Recovery** | Not enough data | Not enough data | 
| **Document Management** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Multi-Channel Communication** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Corrective and Preventive Actions (CAPA)** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Issue Management** | Not enough data | Not enough data | 
| **Communications Management** | Not enough data | Not enough data | 
| **Audit Trail** | Not enough data | Not enough data | 
| **IT Incident Management** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **Event Logs** | Not enough data | Not enough data | 
| **Risk Analysis** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Risk Assessment** | Not enough data | Not enough data | 
| **Incident Reporting** | Not enough data | Not enough data | 
| **Self Service Portal** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Ticket Management** | Not enough data | Not enough data | 
| **Service Level Agreement (SLA) Management** | Not enough data | Not enough data | 
| **Reminders** | Not enough data | Not enough data | 
| **On Call Scheduling** | Not enough data | Not enough data | 
| **Investigation Management** | Not enough data | Not enough data | 
| **Maintenance Scheduling** | Not enough data | Not enough data | 
| **Status Tracking** | Not enough data | Not enough data | 

### Log Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | 8.6/10 | 22 |
| **Prometheus** | N/A | N/A |

#### Visibility

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Dashboards and Visualizations** | 9.5 (22 reviews) | Not enough data | 
| **Alerts and Notifications** | 8.1 (21 reviews) | Not enough data | 
| **Reporting** | 8.1 (18 reviews) | Not enough data | 

#### Monitoring and Management

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Automation** | 8.2 (17 reviews) | Not enough data | 
| **Performance Baseline** | 8.2 (17 reviews) | Not enough data | 
| **Real-Time Monitoring** | 9.0 (20 reviews) | Not enough data | 

#### Agentic AI - Log Monitoring

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Autonomous Task Execution** | 9.0 (5 reviews) | 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 | 

### Application Performance Monitoring (APM)

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | 8.3/10 | 20 |
| **Prometheus** | N/A | N/A |

#### Monitoring

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Performance Baselines** | 8.6 (16 reviews) | Not enough data | 
| **Performance Analysis** | 8.6 (16 reviews) | Not enough data | 
| **Transaction Monitoring** | 8.9 (18 reviews) | Not enough data | 
| **AI/ML Assistance** | 7.4 (15 reviews) | Not enough data | 
| **Multi-System Monitoring** | 8.1 (16 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Container Monitoring** | Not enough data | Not enough data | 

#### Response

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Dashboards and Visualization** | 9.1 (17 reviews) | Not enough data | 
| **Incident Alerting** | 8.4 (16 reviews) | Not enough data | 
| **Root Cause Analysis (RCA)** | 8.5 (16 reviews) | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 

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

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **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 | 
| **Decision Making** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Performance

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Real User Monitoring (RUM)** | 7.8 (16 reviews) | Not enough data | 
| **Performance Metrics** | 8.3 (16 reviews) | Not enough data | 

#### Functionality

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Database Monitoring** | 7.9 (15 reviews) | Not enough data | 
| **Dynamic Transaction Mapping** | 7.9 (14 reviews) | Not enough data | 
| **Load Balancing** | 7.8 (13 reviews) | Not enough data | 
| **Cloud Observability** | 8.5 (13 reviews) | Not enough data | 

#### Additional Functionality

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Real-Time Data** | Not enough data | Not enough data | 
| **Email Alerts** | Not enough data | Not enough data | 
| **Bottleneck Identification** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Uptime Reporting** | Not enough data | Not enough data | 
| **Resource Management** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Baseline Manager** | Not enough data | Not enough data | 
| **Issue Tracking** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Prioritization** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Application Management** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Incident Management** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Status Tracking** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Diagnostic Tools** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Event Logs** | Not enough data | Not enough data | 

### Database Management Systems (DBMS)

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

#### Management

| Feature | Grafana Labs | 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) | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 

#### Maintenance

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

#### Additional Functionality

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Workflow Management** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Relational Database Management** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Full Text Search** | Not enough data | Not enough data | 
| **Data Virtualization** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Customizable Fields** | Not enough data | Not enough data | 
| **Authentication** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Multiple Programming Languages Supported** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **NOSQL Database Management** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Calendar Management** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Document Storage** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **Charting** | Not enough data | Not enough data | 

### Container Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | 8.6/10 | 47 |
| **Prometheus** | 8.3/10 | 20 |

#### Alerts management

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Multi-mode alerts** | 8.9 (26 reviews) | 7.8 (15 reviews) | 
| **Opimization alerts** | 8.8 (28 reviews) | 8.1 (16 reviews) | 
| **Incident alerts** | 9.0 (35 reviews) | 8.9 (17 reviews) | 

#### Monitoring

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Resource utilization** | 8.5 (29 reviews) | 8.5 (17 reviews) | 
| **Real-time monitoring** | 9.1 (37 reviews) | 9.4 (19 reviews) | 
| **Performance baseline** | 8.4 (27 reviews) | 8.8 (16 reviews) | 
| **API monitoring** | 8.5 (26 reviews) | 8.3 (17 reviews) | 

#### Automation

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Resolution automation** | 8.5 (23 reviews) | 8.6 (14 reviews) | 
| **Automation** | 8.7 (26 reviews) | 8.6 (16 reviews) | 

#### Analysis

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Search** | 8.5 (30 reviews) | 8.0 (14 reviews) | 
| **Reporting** | 8.5 (27 reviews) | 8.2 (17 reviews) | 
| **Visualization** | 9.1 (41 reviews) | 7.7 (18 reviews) | 
| **Track trends** | 8.6 (28 reviews) | 8.5 (16 reviews) | 

#### Issue Resolution

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Root cause identification** | 8.4 (24 reviews) | 8.2 (14 reviews) | 
| **Resolution guidance** | 8.2 (21 reviews) | 7.8 (13 reviews) | 
| **Proactive identification** | 8.3 (26 reviews) | 7.7 (14 reviews) | 

### IT Alerting

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | 6.2/10 | 9 |
| **Prometheus** | N/A | N/A |

#### Generative AI

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **AI Text Generation** | 6.2 (7 reviews) | Not enough data | 

#### Agentic AI - IT Alerting

| Feature | Grafana Labs | 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 |
|---|---|---|
| **Grafana Labs** | 9.0/10 | 6 |
| **Prometheus** | N/A | N/A |

#### Telemetry Collection & Ingestion - Observability

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Multi-Telemetry Ingestion** | Not enough data | Not enough data | 
| **OpenTelemetry Support** | Not enough data | Not enough data | 

#### Agentic AI - Observability Software

| Feature | Grafana Labs | 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 | 
| **AI/Machine Learning** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Visualization & Dashboards - Observability

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Service Dependency Mapping** | Not enough data | Not enough data | 
| **Unified Dashboard** | 9.0 (5 reviews) | Not enough data | 
| **Trace Visualization** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 

#### Correlation & Root Cause Analysis - Observability

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Cross-Telemetry Correlation** | Not enough data | Not enough data | 
| **Root Cause Detection** | Not enough data | Not enough data | 
| **Intelligent Alerting** | Not enough data | Not enough data | 

#### Scalability & Ecosystem Integration - Observability

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Kubernetes Monitoring** | Not enough data | Not enough data | 
| **Hybrid/Multi-Cloud Support** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Network Monitoring** | Not enough data | Not enough data | 
| **Container Monitoring** | Not enough data | Not enough data | 
| **Activity Monitoring** | Not enough data | Not enough data | 

#### AI Features - Observability

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Predictive Insights** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **AI Anomaly Detection** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Grafana Labs | Prometheus | 
|---|---|---|
| **Vulnerability Management** | Not enough data | Not enough data | 
| **Load Balancing** | Not enough data | Not enough data | 
| **Asset Discovery** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Incident Reporting** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Threat Response** | Not enough data | Not enough data | 
| **Threat Intelligence** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Configuration Management** | Not enough data | Not enough data | 
| **Issue Tracking** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Log Management** | Not enough data | Not enough data | 
| **Troubleshooting** | Not enough data | Not enough data | 
| **Incident Management** | Not enough data | Not enough data | 
| **Root Cause Analysis** | Not enough data | Not enough data | 
| **Prioritization** | Not enough data | Not enough data | 
| **Key Performance Indicators** | Not enough data | Not enough data | 

### AWS Marketplace

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | N/A | N/A |
| **Prometheus** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | Grafana Labs | 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 | 

---
## Categories
**Shared Categories (1):** [Container Monitoring Tools](https://www.g2.com/categories/container-monitoring-tools)

**Unique to Grafana Labs (9):** [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace), [Incident Management Software](https://www.g2.com/categories/incident-management), [Log Monitoring Software](https://www.g2.com/categories/log-monitoring), [Cloud Infrastructure Monitoring  Software](https://www.g2.com/categories/cloud-infrastructure-monitoring), [Database Monitoring Tools](https://www.g2.com/categories/database-monitoring), [IT Alerting Software](https://www.g2.com/categories/it-alerting), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm), [Observability Software](https://www.g2.com/categories/observability-software), [Emerging AI Software](https://www.g2.com/categories/emerging-ai-software)

**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 | Grafana Labs | Prometheus | 
|---|---|---|
| **Small-Business** | 26.1% | 32.8% | 
| **Mid-Market** | 45.2% | 39.3% | 
| **Enterprise** | 28.7% | 27.9% | 

### By Industry

#### Grafana Labs

- **Information Technology and Services:** 26.1%
- **Computer Software:** 23.6%
- **Financial Services:** 5.7%
- **Telecommunications:** 4.5%
- **Internet:** 3.8%
- **Logistics and Supply Chain:** 1.9%
- **Gambling & Casinos:** 1.9%
- **Education Management:** 1.9%
- **Research:** 1.9%
- **Computer & Network Security:** 1.9%
- **Other:** 26.8%

#### 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 Grafana Labs

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1366 reviews)
- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (726 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 (305 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (376 reviews)
- [Better Stack](https://www.g2.com/products/better-stack/reviews) — 4.8/5 stars (338 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (404 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (644 reviews)
- [Splunk Infrastructure Monitoring](https://www.g2.com/products/splunk-infrastructure-monitoring/reviews) — 4.3/5 stars (49 reviews)
- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (586 reviews)

### Alternatives to Prometheus

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1366 reviews)
- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (726 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (480 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (376 reviews)
- [Checkmk](https://www.g2.com/products/checkmk/reviews) — 4.7/5 stars (305 reviews)
- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (586 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (644 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 (404 reviews)

---
## Top Discussions

### Grafana Labs

- Title: [.](https://www.g2.com/discussions/grafana) — 1 comment, 1 upvote
  > **Top comment:** "Its help to Monitoring, analysis of our app and also provide graphic visualisation and alert Tigger system."

### 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/grafana-labs-vs-prometheus)