Software Alternatives, Accelerators & Startups
Register | Login

Graylog VS Loki

Compare Graylog VS Loki and see what are their differences

Cyclr
Powerful SaaS integration toolkit for SaaS developers - create, amplify, manage and publish native integrations from within your app with Cyclr's flexible Embedded iPaaS. featured
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.
Contents:
  1. » Base Details
  2. » Videos
  3. » Reviews
  4. » Alternatives

Graylog logo Graylog

Graylog is an open source log management platform for collecting, indexing, and analyzing both structured and unstructured data.

Loki logo Loki

Record 10 seconds a day & make a life movie.
  • Graylog Landing page
    Landing page //
    2023-10-20
  • Loki Landing page
    Landing page //
    2020-02-04

Graylog

Website
graylog.org
Pricing URL
Official Graylog Pricing
$ Details
Release Date
2012 January
Startup details
Country
United States
State
Texas
City
Houston
Founder(s)
Hass Chapman
Employees
10 - 19
Edit details

Loki

Website
lokixd.com
Pricing URL
-
$ Details
-
Release Date
-
Edit details

Graylog features and specs

  • Centralized Logging
    Graylog aggregates and encodes all logs into a central location, making it easier to manage and monitor log data across distributed systems.
  • Scalability
    Graylog is designed to scale horizontally, allowing users to expand capacity by adding more servers, which is vital for growing environments.
  • Real-time Search and Analysis
    Graylog provides powerful search and filtering capabilities in real-time, enabling quick troubleshooting and root cause analysis.
  • Alerting and Notification
    Graylog can send alerts based on log data and specified conditions, helping users to proactively respond to issues and mitigate risks efficiently.
  • Extensible and Customizable
    Graylog allows for plugins and provides REST APIs for integration with other services, offering high levels of customization to fit various business needs.
  • User-friendly Interface
    Graylog offers an intuitive web-based interface that simplifies the process of managing and visualizing log data, making it accessible even for those with minimal technical knowledge.

Possible disadvantages of Graylog

  • Complex Setup
    Setting up Graylog can be complicated and time-consuming, particularly for users not familiar with log management and system administration.
  • Resource Intensive
    Graylog can be resource-intensive, requiring significant CPU, memory, and storage resources, which could be a limitation for smaller environments.
  • Steep Learning Curve
    Despite its user-friendly interface, mastering Graylog's advanced features may require a steep learning curve and significant investment in training.
  • Potential Vendor Lock-in
    Relying heavily on Graylog's ecosystem for log management can create dependencies that may be challenging to transition away from if needed.
  • Cost for Enterprise Features
    While Graylog offers a free open-source version, some advanced features and enterprise-grade capabilities are only available in the paid version, potentially increasing costs.
  • Limited Out-of-the-box Dashboards
    Graylog's default dashboard capabilities might not meet all needs, requiring additional customization or third-party tools to create comprehensive visualizations.

Loki features and specs

  • Scalability
    Loki is designed to be horizontally scalable, which means it can efficiently handle increasing amounts of logs without a steep increase in resource usage.
  • Cost Efficiency
    Loki is potentially more cost-effective than other log management solutions because it only indexes metadata, significantly reducing storage and processing costs.
  • Integration with Prometheus
    Loki integrates seamlessly with Prometheus, allowing users to correlate logs with metrics, enhancing the overall observability of applications.
  • Simple Setup
    The installation and configuration of Loki are relatively straightforward, making it accessible for developers and teams with limited experience in complex log aggregation systems.
  • Native Grafana Support
    Loki is natively supported by Grafana, enabling easy visualization and querying of logs alongside metrics on Grafana dashboards.
  • Multi-Tenancy Support
    Loki provides support for multi-tenancy, allowing organizations to isolate logs from different environments or clients efficiently.

Possible disadvantages of Loki

  • Limited Log Querying Features
    Compared to other full-fledged log management solutions, Loki's log querying capabilities are somewhat limited, focusing heavily on integration with Grafana for advanced queries.
  • Still Maturing
    As a relatively newer tool in the log management ecosystem, Loki may not yet offer all the advanced features and stability found in some established competitors.
  • Dependency on Grafana
    Loki relies heavily on Grafana for its visualization and querying, which may not be ideal for teams seeking an all-in-one solution without adopting Grafana.
  • Storage Efficiency Limitations
    While Loki's design reduces storage costs by only indexing metadata, this can also limit the efficiency with which it can perform certain log searches and queries.
  • Complex Log Formats
    Loki can sometimes struggle with complex and non-standard log formats, requiring additional configuration or preprocessing to ingest successfully.
  • Community Support Variability
    The community support for Loki can be variable, as it is less mature than older, more established log management systems, potentially impacting the availability of troubleshooting resources.

Analysis of Graylog

Overall verdict

  • Graylog is considered a robust and reliable log management tool, especially suitable for organizations looking for an open-source solution with enterprise capabilities. Its strong community support and extensive documentation make it a popular choice among IT professionals.

Why this product is good

  • Graylog is highly regarded for its ability to centralize and manage log data from various sources in real-time. It offers powerful search and analysis capabilities with a simple interface and supports a wide range of plugins and integrations. Graylog also excels in scalability, allowing users to handle large volumes of data efficiently.

Recommended for

  • System administrators looking for a centralized log management solution
  • IT security teams requiring real-time log analysis and monitoring
  • Organizations operating in a scalable environment with large data volumes
  • Developers needing customizable dashboards and reporting tools
  • Businesses that prefer open-source software with enterprise features

Graylog videos

+ Add

Graylog 3 0 OpenSource Demo

More videos:

  • Review - Graylog, Open Source Log Management
  • Review - 22. Graylog 3.0 Sidecar Windows Configuration

Loki videos

+ Add

LOKI TRAILER REACTION! TVA Explained & First Thoughts!

More videos:

  • Review - LOKI TRAILER BREAKDOWN! Easter Eggs, TVA & D.B. Cooper Explained!
  • Review - Loki Trailer Breakdown - Easter Eggs & Things Missed

Category Popularity

0-100% (relative to Graylog and Loki)

Graylog

Loki

Monitoring Tools
100 100%
Monitoring Tools
0% 0
Social Media Apps
0 0%
Social Media Apps
100% 100
Log Management
100 100%
Log Management
0% 0
Music
0 0%
Music
100% 100

User comments

Share your experience with using Graylog and Loki. For example, how are they different and which one is better?
Log in or Post with

Reviews

These are some of the external sources and on-site user reviews we've used to compare Graylog and Loki

Graylog Reviews

The Top 14 Free and Open Source SIEM Tools For 2022
Our last tool but by no means the least is Graylog. It is a log management platform that gathers data from different locations across your network infrastructure.
Source: logit.io
Top 10 Log Management Services
Graylog is a well-known log management tool because of its services. It provides a user interface just like some other log management tools. Almost all of the provided features are the same other than reading from Syslog files. Here you cannot read directly read from the Syslog files. It is inconvenient because you have to send your messages to Graylog.
Source: blog.back4app.com
Best Log Management Tools: Useful Tools for Log Management, Monitoring, Analytics, and More
Graylog is a free and open-source log management tool that supports in-depth log collection and analysis. Used by teams in Network Security, IT Ops and DevOps, you can count on Graylog’s ability to discern any potential risks to security, lets you follow compliance rules, and helps to understand the root cause of any particular error or problem that your apps are experiencing.
Source: stackify.com

Loki Reviews

We have no reviews of Loki yet.
Be the first one to post

Social recommendations and mentions

Based on our record, Graylog seems to be more popular. It has been mentiond 2 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Graylog mentions (2)

  • Enhancing API Observability Series (Part 2): Log Analysis
    Graylog: Supports various log sources and formats, providing real-time search, analysis, and visualization functionalities. - Source: dev.to / about 1 year ago
  • Join us June 24 at 11:00 AM EDT: "All Things Configured” Discord Show with our founder, Lennart Koopman
    Join our new Graylog Community Discord channel for our new chat/call-in show, “All Things Configured”. Our founder, Lennart Koopman, will host the show with Jeff Darrington, Senior Technical Marketing Manager, as his guest. Jeff’s well-known to many of you as the star of our Graylog How-To series of videos and blog posts on Graylog.org. Get a jump on the event, which will be live on Friday, June 24 at 11:00 AM EDT. Source: almost 3 years ago

Loki mentions (0)

We have not tracked any mentions of Loki yet. Tracking of Loki recommendations started around Mar 2021.

What are some alternatives?

When comparing Graylog and Loki, you can also consider the following products

Sumo Logic - Sumo Logic is a secure, purpose-built cloud-based machine data analytics service that leverages big data for real-time IT insights

TikTok - TikTok is the destination for short-form mobile videos. Our mission is to capture and present the world's creativity, knowledge, and precious life moments, directly from the mobile phone. TikTok enables everyone to be a creator.

Datadog - See metrics from all of your apps, tools & services in one place with Datadog's cloud monitoring as a service solution. Try it for free.

Soundsweep(beta) - Create memes with your favorite music and gifs

Logz.io - Logz.io provides log analysis software with alerts, role-based access, unlimited scalability and free ELK apps. Index, search & visualize your log data!

Byte - Build a dolphin party. A wild app from the founder of Vine.

Loading...