# Grafana Labs vs PagerDuty Comparison
---
## AI Generated Summary
- **G2 reviewers report** that PagerDuty excels in incident management, with users appreciating its ability to centralize alerts and streamline incident response. One user highlighted how it helps teams respond quickly and stay coordinated during critical issues, which is crucial for minimizing downtime.
- **Users say** that Grafana Labs shines in creating beautiful, interactive dashboards that consolidate KPIs effectively. Reviewers have noted that the tool is essential for maintaining transparency across teams, making it easier to monitor performance and set up alerts when metrics deviate from expectations.
- **According to verified reviews** , PagerDuty's implementation process is praised for its intuitive onboarding, with users finding the integration with the PagerDuty API seamless and straightforward. This ease of setup contributes to a smoother transition for teams adopting the platform.
- **Reviewers mention** that Grafana Labs offers excellent customization options, allowing users to tailor dashboards and metrics to their specific needs. This flexibility is a significant advantage for teams that require detailed insights from various data sources without facing integration challenges.
- **G2 reviewers highlight** that PagerDuty provides superior support quality, with users rating it highly for responsiveness and helpfulness. This level of support is vital for teams that rely on timely assistance during critical incidents.
- **Users report** that while Grafana Labs excels in cross-system integration, some find that it lacks the same level of incident management capabilities as PagerDuty. This distinction is important for teams that prioritize incident response and alerting over dashboarding and monitoring functionalities.



| | Grafana Labs | PagerDuty | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 160 | 957 | 
| **Largest Market Segment** | Mid-Market (44.7% of reviews) | Mid-Market (43.2% of reviews) | 
| **Entry Level Price** | No pricing available | Free Trial 5 Users Per Month | 

---
## Top Pros & Cons

### Grafana Labs

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

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

### PagerDuty

Pros:
- Alert Notifications (21 reviews)
- Alerting System (19 reviews)

Cons:
- Alert Issues (12 reviews)
- Expensive (8 reviews)

---
## Ratings Comparison
| Rating | Grafana Labs | PagerDuty | 
|---|---|---|
  | **Meets Requirements** | 8.8 (125 reviews) | 9.1 (816 reviews) | 
  | **Ease of Use** | 8.5 (127 reviews) | 8.6 (824 reviews) | 
  | **Ease of Setup** | 8.2 (80 reviews) | 8.2 (450 reviews) | 
  | **Ease of Admin** | 8.6 (54 reviews) | 8.5 (413 reviews) | 
  | **Quality of Support** | 8.1 (98 reviews) | 8.9 (624 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.3 (44 reviews) | 8.9 (350 reviews) | 
  | **Product Direction (% positive)** | 8.9 (122 reviews) | 8.4 (808 reviews) | 

---
## Pricing

### Grafana Labs

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### PagerDuty

#### Entry-Level Pricing

Plan: Free

Price: Free Trial 5 Users Per Month

Description: Start with on-call and incident response for small teams.

Key Features:
- 100/month international phone/SMS notifications included
- 1 On-call Schedule
- 1 Escalation Policy

[Browse all 4 editions](https://www.g2.com/products/pagerduty/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Workload Automation

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | N/A | N/A |
| **PagerDuty** | 9.2/10 | 55 |

#### Automation

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Workload Processing** | Not enough data | Feature Not Available | 
| **Scalability** | Not enough data | 9.5 (50 reviews) | 
| **Intelligent Automation** | Not enough data | 9.5 (49 reviews) | 

#### Administration

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Administration Console** | Not enough data | 9.7 (50 reviews) | 
| **Workflow Management** | Not enough data | 9.6 (50 reviews) | 
| **IT Issue Identification** | Not enough data | 9.7 (50 reviews) | 
| **Proactive Workflow** | Not enough data | 9.6 (49 reviews) | 
| **Error Alerts** | Not enough data | 9.5 (48 reviews) | 
| **Service Management** | Not enough data | 9.8 (48 reviews) | 

#### Functionality

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Job Scheduling** | Not enough data | 9.6 (49 reviews) | 
| **API / Integrations** | Not enough data | 9.6 (49 reviews) | 
| **Integrations** | Not enough data | 9.6 (49 reviews) | 

#### Agentic AI - Workload Automation

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.0 (5 reviews) | 
| **Multi-step Planning** | Not enough data | 8.7 (5 reviews) | 
| **Cross-system Integration** | Not enough data | 8.0 (5 reviews) | 
| **Adaptive Learning** | Not enough data | 8.7 (5 reviews) | 
| **Natural Language Interaction** | Not enough data | 8.3 (5 reviews) | 
| **Proactive Assistance** | Not enough data | 9.0 (5 reviews) | 
| **Decision Making** | Not enough data | 9.0 (5 reviews) | 

### Database Monitoring

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

#### Functionality

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **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 | 

#### Agentic AI - Database Monitoring

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **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 |
|---|---|---|
| **Grafana Labs** | 8.5/10 | 24 |
| **PagerDuty** | N/A | N/A |

#### Monitoring

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **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 (23 reviews) | Not enough data | 
| **Security and Compliance Monitoring** | 8.3 (5 reviews) | Not enough data | 

#### Administration

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **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 | PagerDuty | 
|---|---|---|
| **Reporting** | 8.0 (17 reviews) | Not enough data | 
| **Dashboards and Visualizations** | 9.6 (24 reviews) | Not enough data | 
| **Spend Forecasting and Optimization** | 7.0 (15 reviews) | Not enough data | 

#### Agentic AI - Cloud Infrastructure Monitoring

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **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 | PagerDuty | 
|---|---|---|
| **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 |
| **PagerDuty** | 8.6/10 | 239 |

#### Monitoring

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Constant Monitoring** | 8.9 (9 reviews) | 9.2 (153 reviews) | 
| **Timely Alerts** | 9.3 (10 reviews) | 9.5 (182 reviews) ✓ Verified | 
| **TIcket Accuracy** | 8.5 (9 reviews) | 9.2 (163 reviews) ✓ Verified | 
| **AI Monitoring** | 8.0 (5 reviews) | 8.1 (18 reviews) | 

#### Management Tools

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Ticket Assignment** | 8.3 (9 reviews) | 9.2 (164 reviews) ✓ Verified | 
| **Standardization** | 7.6 (9 reviews) | 9.1 (188 reviews) | 
| **Lifecycle Visualization** | 8.1 (9 reviews) | 9.0 (177 reviews) ✓ Verified | 

#### Generative AI

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **AI Text Generation** | 8.0 (5 reviews) | 8.1 (43 reviews) | 
| **AI Text Summarization** | 8.0 (5 reviews) | 8.2 (44 reviews) | 

#### Agentic AI - Incident Management

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.6 (11 reviews) | 
| **Multi-step Planning** | 8.3 (5 reviews) | 7.8 (10 reviews) | 
| **Cross-system Integration** | 9.3 (5 reviews) | 8.7 (14 reviews) | 
| **Adaptive Learning** | 8.3 (5 reviews) | 8.5 (10 reviews) | 
| **Natural Language Interaction** | Not enough data | 8.7 (10 reviews) | 
| **Proactive Assistance** | 8.0 (5 reviews) | 8.8 (10 reviews) | 
| **Decision Making** | Not enough data | 8.5 (10 reviews) | 

### AIOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | N/A | N/A |
| **PagerDuty** | 9.5/10 | 54 |

#### Functionality

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Artificial Intelligence** | Not enough data | 9.6 (37 reviews) | 
| **Machine Learning** | Not enough data | 9.5 (35 reviews) | 
| **Systems Monitoring** | Not enough data | 9.7 (37 reviews) | 

#### Issue Resolution

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Root Cause Identification** | Not enough data | 9.6 (37 reviews) | 
| **Proactive Identification** | Not enough data | 9.6 (36 reviews) | 
| **Resolution Guidance** | Not enough data | 9.8 (39 reviews) | 

#### Management

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **System Integration** | Not enough data | 9.3 (46 reviews) | 
| **Alerting** | Not enough data | 9.7 (47 reviews) | 
| **Reporting** | Not enough data | 9.5 (39 reviews) | 

#### Generative AI

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **AI Text Generation** | Not enough data | 9.2 (6 reviews) | 
| **AI Text Summarization** | Not enough data | 8.9 (6 reviews) | 

#### Agentic AI - AIOps Platforms

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **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 |
|---|---|---|
| **Grafana Labs** | 8.6/10 | 21 |
| **PagerDuty** | N/A | N/A |

#### Visibility

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Dashboards and Visualizations** | 9.5 (21 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 | PagerDuty | 
|---|---|---|
| **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 | PagerDuty | 
|---|---|---|
| **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 | 

### ServiceNow Store Apps

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | N/A | N/A |
| **PagerDuty** | 9.6/10 | 48 |

#### ServiceNow Apps

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **ServiceNow Integration** | Not enough data | 9.6 (42 reviews) | 
| **Value** | Not enough data | 9.6 (41 reviews) | 

#### Agentic AI - ServiceNow Store Apps

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **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 | 
| **Proactive Assistance** | Not enough data | Not enough data | 

### Application Performance Monitoring (APM)

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

#### Monitoring

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Performance Baselines** | 8.6 (16 reviews) | Not enough data | 
| **Performance Analysis** | 8.6 (16 reviews) | Not enough data | 
| **Performance 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 | 

#### Response

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **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 | 

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

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **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 | 

#### Performance

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

#### Functionality

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Synthetic 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 | 

### Container Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | 8.6/10 | 42 |
| **PagerDuty** | N/A | N/A |

#### Alerts management

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Multi-mode alerts** | 8.9 (25 reviews) | Not enough data | 
| **Opimization alerts** | 8.8 (28 reviews) | Not enough data | 
| **Incident alerts** | 8.9 (33 reviews) | Not enough data | 

#### Monitoring

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Resource utilization** | 8.5 (28 reviews) | Not enough data | 
| **Real-time monitoring** | 9.0 (35 reviews) | Not enough data | 
| **Performance baseline** | 8.4 (27 reviews) | Not enough data | 
| **API monitoring** | 8.5 (26 reviews) | Not enough data | 

#### Automation

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Resolution automation** | 8.5 (23 reviews) | Not enough data | 
| **Automation** | 8.7 (25 reviews) | Not enough data | 

#### Analysis

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Search** | 8.4 (28 reviews) | Not enough data | 
| **Reporting** | 8.5 (27 reviews) | Not enough data | 
| **Visualization** | 9.1 (37 reviews) | Not enough data | 
| **Track trends** | 8.5 (27 reviews) | Not enough data | 

#### Issue Resolution

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Root cause identification** | 8.3 (23 reviews) | Not enough data | 
| **Resolution guidance** | 8.2 (21 reviews) | Not enough data | 
| **Proactive identification** | 8.3 (26 reviews) | Not enough data | 

### IT Alerting

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | 6.2/10 | 9 |
| **PagerDuty** | 8.3/10 | 33 |

#### Generative AI

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **AI Text Generation** | 6.2 (7 reviews) | 8.4 (30 reviews) | 

#### Agentic AI - IT Alerting

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.5 (10 reviews) | 
| **Multi-step Planning** | Not enough data | 8.0 (9 reviews) | 
| **Cross-system Integration** | Not enough data | 9.0 (10 reviews) | 
| **Adaptive Learning** | Not enough data | 8.0 (9 reviews) | 
| **Natural Language Interaction** | Not enough data | 7.8 (9 reviews) | 
| **Proactive Assistance** | Not enough data | 8.5 (9 reviews) | 
| **Decision Making** | Not enough data | 8.3 (9 reviews) | 

### Runbook Automation

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

#### Automation Support - Runbook Automation

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Common Tool Integration** | Not enough data | 9.0 (10 reviews) | 
| **Scripting Language Support** | Not enough data | 8.1 (8 reviews) | 
| **Routine Task Automation** | Not enough data | 7.4 (9 reviews) | 
| **Automated Task Notifications** | Not enough data | 8.8 (8 reviews) | 

#### Error Management - Runbook Automation

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Runbook Procedure Updates** | Not enough data | 8.8 (7 reviews) | 
| **Recovery Options** | Not enough data | 7.9 (8 reviews) | 
| **Error Management in Automation** | Not enough data | 7.9 (8 reviews) | 

#### Customization - Runbook Automation

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Runbook Customization** | Not enough data | 7.6 (7 reviews) | 
| **Workflow Customization** | Not enough data | 8.3 (8 reviews) | 
| **Incident Response Customization** | Not enough data | 9.0 (7 reviews) | 

#### Compliance and Reporting - Runbook Automation

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Security Management** | Not enough data | 8.8 (7 reviews) | 
| **Compliance Standards Adherence** | Not enough data | 8.1 (8 reviews) | 
| **Reporting and Auditing** | Not enough data | 8.3 (8 reviews) | 

#### Performance - Runbook Automation

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Self-Service for Non-IT Staff** | Not enough data | 8.5 (8 reviews) | 
| **Team Collaboration Enhancement** | Not enough data | 8.5 (8 reviews) | 
| **Load Handling Performance** | Not enough data | 8.6 (7 reviews) | 

#### Agentic AI - Runbook Automation

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **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 |
| **PagerDuty** | N/A | N/A |

#### Telemetry Collection & Ingestion - Observability

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

#### Agentic AI - Observability Software

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **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 | Grafana Labs | PagerDuty | 
|---|---|---|
| **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 | 

#### Correlation & Root Cause Analysis - Observability

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **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 | PagerDuty | 
|---|---|---|
| **Kubernetes Monitoring** | Not enough data | Not enough data | 
| **Hybrid/Multi-Cloud Support** | Not enough data | Not enough data | 

#### AI Features - Observability

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Predictive Insights** | Not enough data | Not enough data | 
| **AI-Generated Incident Summaries** | Not enough data | Not enough data | 
| **AI Anomaly Detection** | Not enough data | Not enough data | 

### AWS Marketplace

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

#### Agentic AI - AWS Marketplace

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **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 | 

### AI SRE Tools

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

#### Reliability Objectives & Service Operations - AI SRE Tools

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Intelligent On-Call Workflows** | Not enough data | Not enough data | 
| **Error Budget Tracking** | Not enough data | Not enough data | 
| **SLI & SLO Management** | Not enough data | Not enough data | 
| **Service Health Modeling & Reporting** | Not enough data | Not enough data | 

#### AI Detection & Signal Quality - AI SRE Tools

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Cross-Telemetry Correlation** | Not enough data | Not enough data | 
| **Change-Aware Detection** | Not enough data | Not enough data | 
| **Adaptive Anomaly Detection** | Not enough data | Not enough data | 
| **Alert Correlation & Noise Reduction** | Not enough data | Not enough data | 

#### Investigation & Root Cause Analysis - AI SRE Tools

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Guided Incident Investigation** | Not enough data | Not enough data | 
| **Live Debugging in Production** | Not enough data | Not enough data | 
| **AI Root Cause Analysis** | Not enough data | Not enough data | 
| **Runtime-Verified Root Cause Analysis** | Not enough data | Not enough data | 

#### Automation & Platform Controls - AI SRE Tools

| Feature | Grafana Labs | PagerDuty | 
|---|---|---|
| **Automated Runbook & Workflow Execution** | Not enough data | Not enough data | 
| **Human-in-the-Loop Remediation** | Not enough data | Not enough data | 
| **Integration, APIs & Secure Access Controls** | Not enough data | Not enough data | 
| **AI-Assisted Code Fix Generation** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (2):** [Incident Management Software](https://www.g2.com/categories/incident-management), [IT Alerting Software](https://www.g2.com/categories/it-alerting)

**Unique to Grafana Labs (7):** [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace), [Container Monitoring Tools](https://www.g2.com/categories/container-monitoring-tools), [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), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm), [Observability Software](https://www.g2.com/categories/observability-software)

**Unique to PagerDuty (5):** [AIOps Tools](https://www.g2.com/categories/aiops-platforms), [ServiceNow Marketplace Apps](https://www.g2.com/categories/servicenow-store-apps), [Workload Automation Software](https://www.g2.com/categories/workload-automation), [Runbook Automation Software](https://www.g2.com/categories/runbook-automation), [ AI SRE Tools Software](https://www.g2.com/categories/ai-sre-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Grafana Labs | PagerDuty | 
|---|---|---|
| **Small-Business** | 26.3% | 18.9% | 
| **Mid-Market** | 44.7% | 43.2% | 
| **Enterprise** | 28.9% | 37.8% | 

### By Industry

#### Grafana Labs

- **Information Technology and Services:** 26.3%
- **Computer Software:** 23.0%
- **Financial Services:** 5.9%
- **Internet:** 3.9%
- **Telecommunications:** 3.9%
- **Logistics and Supply Chain:** 2.0%
- **Gambling & Casinos:** 2.0%
- **Education Management:** 2.0%
- **Research:** 2.0%
- **Computer & Network Security:** 2.0%
- **Other:** 27.0%

#### PagerDuty

- **Information Technology and Services:** 22.9%
- **Computer Software:** 21.0%
- **Financial Services:** 5.8%
- **Internet:** 5.2%
- **Retail:** 3.6%
- **Marketing and Advertising:** 3.3%
- **Telecommunications:** 2.9%
- **Computer & Network Security:** 2.6%
- **Hospital & Health Care:** 2.2%
- **Education Management:** 1.6%
- **Other:** 29.0%

---
## Alternatives

### Alternatives to Grafana Labs

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (722 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (479 reviews)
- [Checkmk](https://www.g2.com/products/checkmk/reviews) — 4.7/5 stars (303 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (402 reviews)
- [Better Stack](https://www.g2.com/products/better-stack/reviews) — 4.8/5 stars (324 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (642 reviews)
- [Splunk Infrastructure Monitoring](https://www.g2.com/products/splunk-infrastructure-monitoring/reviews) — 4.3/5 stars (48 reviews)
- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (583 reviews)

### Alternatives to PagerDuty

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [SolarWinds IT Incident Response (Squadcast)](https://www.g2.com/products/solarwinds-it-incident-response-squadcast/reviews) — 4.4/5 stars (310 reviews)
- [Better Stack](https://www.g2.com/products/better-stack/reviews) — 4.8/5 stars (324 reviews)
- [incident.io](https://www.g2.com/products/incident-io/reviews) — 4.8/5 stars (181 reviews)
- [Freshservice](https://www.g2.com/products/freshservice/reviews) — 4.6/5 stars (1336 reviews)
- [Jira Service Management](https://www.g2.com/products/jira-service-management/reviews) — 4.3/5 stars (987 reviews)
- [xMatters](https://www.g2.com/products/xmatters/reviews) — 4.5/5 stars (787 reviews)
- [BigPanda](https://www.g2.com/products/bigpanda/reviews) — 4.5/5 stars (119 reviews)
- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (722 reviews)
- [ServiceNow IT Service Management](https://www.g2.com/products/servicenow-it-service-management/reviews) — 4.5/5 stars (1878 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."

### PagerDuty

- Title: [What is PagerDuty used for?](https://www.g2.com/discussions/what-is-pagerduty-used-for) — 2 comments
  > **Top comment:** "As part of the Customer Experience Team, we use it as automation for the distribution of workloads. While other departments use it as a ticketing tool for IT..."
- Title: [How much does PagerDuty cost?](https://www.g2.com/discussions/how-much-does-pagerduty-cost) — 1 comment
  > **Top comment:** "This really depends on what you need from Pagerduty and how many users need those features."
- Title: [How can we do better?](https://www.g2.com/discussions/32897-how-can-we-do-better) — 1 comment, 1 upvote
  > **Top comment:** "Hi Subhash,
I've passed your question over to our Client Services team. They should be reaching to you via email shortly.
"

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