# Grafana Labs vs Splunk Observability Cloud Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Grafana Labs excels in **visualization capabilities** , allowing users to create interactive, real-time dashboards by integrating data from various sources like Prometheus and Elasticsearch. This flexibility is a standout feature that many users appreciate for turning complex metrics into understandable visuals.
- **Users say** that Splunk Observability Cloud offers a **comprehensive and user-friendly interface** , making it easier to gain insights into application performance and infrastructure health. Reviewers highlight its ability to provide deep insights into issues, which can be crucial for troubleshooting.
- **According to verified reviews** , Grafana Labs has a significantly higher number of recent reviews, indicating a more active user base and potentially more up-to-date feedback. This suggests that users are consistently engaging with the platform and finding value in its offerings.
- **Reviewers mention** that while Grafana Labs has a strong focus on **customization** and flexibility, some users find it challenging to configure for specific workflows. This can lead to a steeper learning curve for new users compared to Splunk, which is noted for its ease of use.
- **G2 reviewers highlight** that Splunk Observability Cloud shines in **support quality** , with users rating it highly for responsiveness and helpfulness. This can be a significant advantage for teams that require reliable assistance during critical monitoring tasks.
- **Users report** that Grafana Labs is particularly strong in **real-time monitoring** and dashboard customization, with many praising its ability to unify metrics, logs, and traces into a single platform. This capability is essential for teams looking to streamline their observability efforts.



| | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 166 | 55 | 
| **Largest Market Segment** | Mid-Market (45.2% of reviews) | Enterprise (38.2% 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)

### Splunk Observability Cloud

Pros:
- Insights (15 reviews)
- Log Management (15 reviews)

Cons:
- Expensive (16 reviews)
- Pricing Issues (9 reviews)

---
## Ratings Comparison
| Rating | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
  | **Meets Requirements** | 8.8 (130 reviews) | 8.6 (51 reviews) | 
  | **Ease of Use** | 8.5 (132 reviews) | 8.7 (51 reviews) | 
  | **Ease of Setup** | 8.3 (84 reviews) | 7.8 (23 reviews) | 
  | **Ease of Admin** | 8.6 (55 reviews) | 7.7 (22 reviews) | 
  | **Quality of Support** | 8.1 (102 reviews) | 8.8 (50 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.3 (46 reviews) | 8.0 (22 reviews) | 
  | **Product Direction (% positive)** | 9.0 (126 reviews) | 9.5 (51 reviews) | 

---
## Pricing

### Grafana Labs

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Splunk Observability Cloud

#### 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 |
| **Splunk Observability Cloud** | N/A | N/A |

#### Additional Functionality

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **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 |
| **Splunk Observability Cloud** | N/A | N/A |

#### Additional Functionality

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **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 | 

### Digital Experience Monitoring (DEM)

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | N/A | N/A |
| **Splunk Observability Cloud** | N/A | N/A |

#### Experience

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **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 | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **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 | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **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 | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **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 |
|---|---|---|
| **Grafana Labs** | 8.8/10 | 17 |
| **Splunk Observability Cloud** | N/A | N/A |

#### Functionality

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **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 | 
| **Transaction Monitoring** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 

#### Agentic AI - Database Monitoring

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **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 | Splunk Observability Cloud | 
|---|---|---|
| **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 | 

### Network Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | N/A | N/A |
| **Splunk Observability Cloud** | N/A | N/A |

#### Functionality

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Performance Monitoring** | Not enough data | Not enough data | 
| **Alerting** | Not enough data | Not enough data | 
| **Improvement Suggestions** | Not enough data | Not enough data | 
| **Multi-Network Capability** | Not enough data | Not enough data | 

#### Monitoring - Network Monitoring

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **360-Degree Network Visibility** | Not enough data | Not enough data | 
| **Automated Network Discovery** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Bandwidth Monitoring** | Not enough data | Not enough data | 
| **IP Address Monitoring** | Not enough data | Not enough data | 
| **Server Monitoring** | Not enough data | Not enough data | 
| **Multi-Location Monitoring** | Not enough data | Not enough data | 

#### Management

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Performance Baseline** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Path Analysis** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Historical Trend Analysis** | Not enough data | Not enough data | 

#### Analytics - Network Monitoring

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Predictive Performance Analytics** | Not enough data | Not enough data | 
| **Packet & Flow Analysis** | Not enough data | Not enough data | 

#### Security - Network Monitoring

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Encrypted Data Transmission** | Not enough data | Not enough data | 
| **Zero Trust and Identity Management** | Not enough data | Not enough data | 
| **Integrated Network Security** | Not enough data | Not enough data | 
| **Service Level Agreement (SLA) Management** | Not enough data | Not enough data | 
| **Asset Lifecycle Management** | Not enough data | Not enough data | 
| **Application Management** | Not enough data | Not enough data | 
| **Configuration Management** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Calendar Management** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Inventory Management** | Not enough data | Not enough data | 
| **Remote Monitoring & Management** | Not enough data | Not enough data | 
| **Capacity Management** | Not enough data | Not enough data | 
| **Change Management** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Configuration Management** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Remote Monitoring & Management** | Not enough data | Not enough data | 
| **Capacity Management** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Service Level Agreement (SLA) Management** | Not enough data | Not enough data | 
| **Remediation Management** | Not enough data | Not enough data | 
| **Network Resource Management** | Not enough data | Not enough data | 
| **Patch Management** | Not enough data | Not enough data | 

#### Network Performance - Network Monitoring

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Dynamic Network Optimization** | Not enough data | Not enough data | 
| **Automated Tasks Routing** | Not enough data | Not enough data | 

#### AI Automation - Network Monitoring

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Machine Learning-Based Anomaly Detection** | Not enough data | Not enough data | 
| **Self-Healing Networks** | Not enough data | Not enough data | 
| **Predictive Network Maintenance** | Not enough data | Not enough data | 

#### Agentic AI - Network Monitoring

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **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 | 

#### Additional Functionality

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Audit Trail** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Configurable Workflow** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Risk Assessment** | Not enough data | Not enough data | 
| **Charting** | Not enough data | Not enough data | 
| **Compliance Tracking** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Self-Updating Maps** | Not enough data | Not enough data | 
| **IT Asset Tracking** | Not enough data | Not enough data | 
| **Dependency Tracking** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Map Exporting** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Color Codes/Icons** | Not enough data | Not enough data | 
| **Uptime Reporting** | Not enough data | Not enough data | 
| **Document Storage** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Scheduling** | Not enough data | Not enough data | 
| **Event Logs** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Web Traffic Reporting** | Not enough data | Not enough data | 
| **Downtime Tracking** | Not enough data | Not enough data | 
| **Threshold Alerts** | Not enough data | Not enough data | 
| **Simple Network Management Protocol (SNMP)** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Troubleshooting** | Not enough data | Not enough data | 
| **Maintenance Scheduling** | Not enough data | Not enough data | 
| **Network Mapping** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Vulnerability Scanning** | Not enough data | Not enough data | 
| **Virtualization** | Not enough data | Not enough data | 
| **Baseline Manager** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **Mobile Alerts** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Bug/Issue Capture** | Not enough data | Not enough data | 
| **Mobile Network Troubleshooting** | Not enough data | Not enough data | 
| **Issue Auditing** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 
| **Email Alerts** | Not enough data | Not enough data | 
| **Anti Virus** | Not enough data | Not enough data | 
| **Diagnostic Tools** | Not enough data | Not enough data | 
| **Remote Update/Installation** | Not enough data | Not enough data | 
| **Remote Access/Control** | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | 

### Cloud Infrastructure Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | 8.6/10 | 25 |
| **Splunk Observability Cloud** | 8.7/10 | 34 |

#### Monitoring

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Usage Monitoring** | 9.2 (20 reviews) | 9.1 (31 reviews) | 
| **Database Monitoring** | 8.8 (20 reviews) | 8.8 (29 reviews) | 
| **API Monitoring** | 9.0 (21 reviews) | 8.6 (30 reviews) | 
| **Real-Time Monitoring - Cloud Infrastructure Monitoring** | 9.2 (24 reviews) | 8.6 (30 reviews) | 
| **Security and Compliance Monitoring** | 8.6 (6 reviews) | Not enough data | 

#### Administration

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Activity Monitoring** | 8.9 (19 reviews) | 8.6 (32 reviews) | 
| **Multi-Cloud Management** | 8.0 (18 reviews) | 8.3 (24 reviews) | 
| **Automation** | 7.7 (17 reviews) | 8.6 (30 reviews) | 
| **Auto-Scaling & Resource Optimization** | Not enough data | Not enough data | 

#### Analysis

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Reporting** | 8.1 (18 reviews) | 8.6 (30 reviews) | 
| **Dashboards and Visualizations** | 9.6 (25 reviews) | 8.7 (31 reviews) | 
| **Spend Forecasting and Optimization** | 7.2 (16 reviews) | 8.4 (26 reviews) | 

#### Agentic AI - Cloud Infrastructure Monitoring

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **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 | Splunk Observability Cloud | 
|---|---|---|
| **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 |
| **Splunk Observability Cloud** | N/A | N/A |

#### Monitoring

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **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 | 
| **Mobile Alerts** | Not enough data | Not enough data | 
| **Email Alerts** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 

#### Management Tools

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **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 | Splunk Observability Cloud | 
|---|---|---|
| **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 | Splunk Observability Cloud | 
|---|---|---|
| **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 | Splunk Observability Cloud | 
|---|---|---|
| **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 | 

### AIOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | N/A | N/A |
| **Splunk Observability Cloud** | N/A | N/A |

#### Functionality

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Artificial Intelligence** | Not enough data | Not enough data | 
| **Machine Learning** | Not enough data | Not enough data | 
| **Systems Monitoring** | Not enough data | Not enough data | 
| **IT Monitoring** | Not enough data | Not enough data | 
| **Performance Monitoring** | Not enough data | Not enough data | 

#### Issue Resolution

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Root Cause Identification** | Not enough data | Not enough data | 
| **Proactive Identification** | Not enough data | Not enough data | 
| **Resolution Guidance** | Not enough data | Not enough data | 

#### Management

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **System Integration** | Not enough data | Not enough data | 
| **Alerting** | Not enough data | Not enough data | 
| **Reporting** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - AIOps Platforms

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **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 | 

#### Additional Functionality

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Root Cause Analysis** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Application Security** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Data Aggregation** | Not enough data | Not enough data | 
| **Incident Management** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 

### Log Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | 8.6/10 | 22 |
| **Splunk Observability Cloud** | 8.4/10 | 13 |

#### Visibility

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Dashboards and Visualizations** | 9.5 (22 reviews) | 8.5 (12 reviews) | 
| **Alerts and Notifications** | 8.1 (21 reviews) | 8.8 (12 reviews) | 
| **Reporting** | 8.1 (18 reviews) | 8.0 (11 reviews) | 

#### Monitoring and Management

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Automation** | 8.2 (17 reviews) | 8.3 (12 reviews) | 
| **Performance Baseline** | 8.2 (17 reviews) | 8.1 (12 reviews) | 
| **Real-Time Monitoring** | 9.0 (20 reviews) | 8.6 (12 reviews) | 

#### Agentic AI - Log Monitoring

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **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 |
| **Splunk Observability Cloud** | N/A | N/A |

#### Monitoring

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **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 | Splunk Observability Cloud | 
|---|---|---|
| **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 | 
| **Data Visualization** | Not enough data | Not enough data | 

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

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

#### Functionality

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **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 | Splunk Observability Cloud | 
|---|---|---|
| **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 | 

### Container Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Grafana Labs** | 8.6/10 | 47 |
| **Splunk Observability Cloud** | N/A | N/A |

#### Alerts management

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Multi-mode alerts** | 8.9 (26 reviews) | Not enough data | 
| **Opimization alerts** | 8.8 (28 reviews) | Not enough data | 
| **Incident alerts** | 9.0 (35 reviews) | Not enough data | 

#### Monitoring

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Resource utilization** | 8.5 (29 reviews) | Not enough data | 
| **Real-time monitoring** | 9.1 (37 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 | Splunk Observability Cloud | 
|---|---|---|
| **Resolution automation** | 8.5 (23 reviews) | Not enough data | 
| **Automation** | 8.7 (26 reviews) | Not enough data | 

#### Analysis

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Search** | 8.5 (30 reviews) | Not enough data | 
| **Reporting** | 8.5 (27 reviews) | Not enough data | 
| **Visualization** | 9.1 (41 reviews) | Not enough data | 
| **Track trends** | 8.6 (28 reviews) | Not enough data | 

#### Issue Resolution

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Root cause identification** | 8.4 (24 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 |
| **Splunk Observability Cloud** | N/A | N/A |

#### Generative AI

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

#### Agentic AI - IT Alerting

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **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 |
| **Splunk Observability Cloud** | N/A | N/A |

#### Telemetry Collection & Ingestion - Observability

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Multi-Telemetry Ingestion** | Not enough data | Not enough data | 
| **OpenTelemetry Support** | Not enough data | Not enough data | 

#### Agentic AI - Observability Software

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **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 | Splunk Observability Cloud | 
|---|---|---|
| **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 | Splunk Observability Cloud | 
|---|---|---|
| **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 | Splunk Observability Cloud | 
|---|---|---|
| **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 | Splunk Observability Cloud | 
|---|---|---|
| **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 | Splunk Observability Cloud | 
|---|---|---|
| **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 |
| **Splunk Observability Cloud** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **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 (4):** [Log Monitoring Software](https://www.g2.com/categories/log-monitoring), [Cloud Infrastructure Monitoring  Software](https://www.g2.com/categories/cloud-infrastructure-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 Grafana Labs (6):** [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace), [Container Monitoring Tools](https://www.g2.com/categories/container-monitoring-tools), [Incident Management Software](https://www.g2.com/categories/incident-management), [Database Monitoring Tools](https://www.g2.com/categories/database-monitoring), [IT Alerting Software](https://www.g2.com/categories/it-alerting), [Emerging AI Software](https://www.g2.com/categories/emerging-ai-software)

**Unique to Splunk Observability Cloud (3):** [Digital Experience Monitoring (DEM) Software](https://www.g2.com/categories/digital-experience-monitoring-dem), [AIOps Tools](https://www.g2.com/categories/aiops-platforms), [Network Monitoring Software](https://www.g2.com/categories/network-monitoring)


---
## Reviewer Demographics

### By Company Size

| Segment | Grafana Labs | Splunk Observability Cloud | 
|---|---|---|
| **Small-Business** | 26.1% | 30.9% | 
| **Mid-Market** | 45.2% | 30.9% | 
| **Enterprise** | 28.7% | 38.2% | 

### 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%

#### Splunk Observability Cloud

- **Information Technology and Services:** 25.5%
- **Computer Software:** 18.2%
- **Banking:** 9.1%
- **Computer & Network Security:** 7.3%
- **Airlines/Aviation:** 5.5%
- **Security and Investigations:** 5.5%
- **Hospital & Health Care:** 5.5%
- **Financial Services:** 3.6%
- **Transportation/Trucking/Railroad:** 3.6%
- **Logistics and Supply Chain:** 1.8%
- **Other:** 14.5%

---
## 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 Splunk Observability Cloud

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1366 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (480 reviews)
- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (726 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (644 reviews)
- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (586 reviews)
- [Nexthink](https://www.g2.com/products/nexthink/reviews) — 4.6/5 stars (393 reviews)
- [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (454 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (404 reviews)
- [SolarWinds Observability](https://www.g2.com/products/solarwinds-worldwide-llc-solarwinds-observability/reviews) — 4.3/5 stars (863 reviews)
- [LaunchDarkly](https://www.g2.com/products/launchdarkly/reviews) — 4.5/5 stars (807 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."

### Splunk Observability Cloud

No discussions available for this product.

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