Grafana Loki vs Graylog

Struggling to choose between Grafana Loki and Graylog? Both products offer unique advantages, making it a tough decision.

Grafana Loki is a Monitoring & Observability solution with tags like logs, monitoring, observability.

It boasts features such as Log aggregation system, Optimized for querying logs, Uses labels to organize log streams, Integrates with Grafana for visualizations and pros including Open source and free, Scales horizontally, Fast queries, Integrated with Grafana ecosystem.

On the other hand, Graylog is a Network & Admin product tagged with logging, log-management, realtime, search, dashboards, alerts, analysis.

Its standout features include Centralized log management, Real-time log analysis, Alerting and notifications, Dashboards and visualizations, Scalable architecture, REST API, Role-based access control, and it shines with pros like Open source and free, Powerful search and analytics, Flexible extraction and processing, Easy to deploy and scale, Integrates with many data sources, Customizable dashboards, Robust access controls.

Feature	Grafana Loki	Graylog
Overall Score	N/A	N/A
Primary Category	Monitoring & Observability	Network & Admin

Product Overview

Grafana Loki

Description: Grafana Loki is an open source logging aggregation system designed to be part of the Grafana ecosystem. It is optimized for saving, indexing, and querying logs through labels and streams.

Graylog

Description: Graylog is an open source log management tool that collects, indexes, and analyzes log data in real-time. It provides searching, dashboards, alerts, and data analysis functionality.

Key Features Comparison

Grafana Loki Features

• Log aggregation system
• Optimized for querying logs
• Uses labels to organize log streams
• Integrates with Grafana for visualizations

Graylog Features

• Centralized log management
• Real-time log analysis
• Alerting and notifications
• Dashboards and visualizations
• Scalable architecture
• REST API
• Role-based access control

Pros & Cons Analysis

Grafana Loki

Pros

• Open source and free
• Scales horizontally
• Fast queries
• Integrated with Grafana ecosystem

Cons

• Less features than commercial competitors
• Steep learning curve
• Not ideal for metrics storage

Graylog

Pros

• Open source and free
• Powerful search and analytics
• Flexible extraction and processing
• Easy to deploy and scale
• Integrates with many data sources
• Customizable dashboards
• Robust access controls

Cons

• Steep learning curve
• Complex configuration
• Resource intensive
• Limited native data storage
• Less support options

Pricing Comparison

Grafana Loki

• Open Source

Graylog

• Open Source
• Subscription-Based