Software Alternatives, Accelerators & Startups

Sumo Logic VS Graylog

Compare Sumo Logic VS Graylog and see what are their differences

Sumo Logic logo Sumo Logic

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

Graylog logo Graylog

Graylog is an open source log management platform for collecting, indexing, and analyzing both structured and unstructured data.
  • Sumo Logic Landing page
    Landing page //
    2023-10-20
  • Graylog Landing page
    Landing page //
    2023-10-20

Graylog

$ Details
Release Date
2012 January
Startup details
Country
United States
State
Texas
City
Houston
Founder(s)
Hass Chapman
Employees
10 - 19

Sumo Logic features and specs

  • Scalability
    Sumo Logic is designed to handle large volumes of data, making it suitable for organizations of different sizes and industries. It can scale up or down based on your needs.
  • Real-time Analytics
    The platform provides real-time analysis of logs and metrics, allowing for immediate insights and faster decision-making.
  • Unified Platform
    Sumo Logic offers a single platform for application observability, security, and compliance, reducing the need for multiple tools and streamlining workflows.
  • Machine Learning Capabilities
    The platform includes advanced machine learning features for anomaly detection, predictive analytics, and root cause analysis, enhancing the ability to detect and troubleshoot issues.
  • Integrations
    Sumo Logic supports numerous integrations with other tools and platforms, including AWS, Azure, Google Cloud, and various DevOps, security, and observability tools.
  • Compliance and Security
    The platform offers robust security features and facilitates compliance with various industry standards, such as HIPAA, GDPR, and SOC 2.

Possible disadvantages of Sumo Logic

  • Cost
    Sumo Logic can be expensive, particularly for smaller organizations or those with budget constraints. The cost may increase significantly with higher data volumes.
  • Complexity
    The platform has a steep learning curve, especially for users who are new to log management and analytics tools. This could lead to a longer onboarding process.
  • Search Performance
    In some cases, users have reported slow search performance, especially when querying large datasets or during peak usage times.
  • Limited Customization
    While Sumo Logic offers a wide range of features, there are limitations in customizing dashboards and alerts to fit specific requirements fully.
  • Dependence on Internet Connectivity
    As a cloud-based solution, Sumo Logic requires a reliable internet connection. Any disruption in connectivity can impact access to the platform and its features.

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.

Sumo Logic videos

Sumo Logic 2013 Year in Review

More videos:

  • Demo - Next Generation Log Management & Analytics - Demo of Sumo Logic

Graylog videos

Graylog 3 0 OpenSource Demo

More videos:

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

Category Popularity

0-100% (relative to Sumo Logic and Graylog)
Monitoring Tools
59 59%
41% 41
Log Management
54 54%
46% 46
Performance Monitoring
57 57%
43% 43
Testing
100 100%
0% 0

User comments

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Reviews

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

Sumo Logic Reviews

The 10 Best Nagios Alternatives in 2024 (Paid and Open-source)
Sumo Logic is yet another tempting Nagios alternative, especially appealing to large corporations, while also offering notable infrastructure monitoring capabilities. One standout feature of Sumo Logic is its utilization of cloud-based machine learning, which proves invaluable in efficiently managing vast amounts of data concurrently, making it particularly advantageous for...
Source: betterstack.com
10 Best Grafana Alternatives [2023 Comparison]
Sumo Logic is able to process big data, which means that it is aimed at companies that have a lot of data. In other words, Sumo Logic is aimed at big corporations with big budgets.
Source: sematext.com
11 Best Splunk Alternatives
Sumo Logic is a SaaS-based log management application that can monitor both on-premises and cloud-based services. The platform includes integrations for AWS, Microsoft Azure, Google Cloud, Kubernetes, and Docker, allowing it to work alongside your current tools and services.
8 Dynatrace Alternatives to Consider in 2021
Sumo Logic is an APM platform that promises faster troubleshooting with integrated logs, metrics, and traces. It focuses on cloud operations and providing analytics to support developers. It has multi-cloud support with over 150 apps that you can integrate with your work. It promises security, scalability, reliability, and performance by ensuring that data is unlimited for...
Source: scoutapm.com
Top 5 NGINX Log Analyzer Tools – Driving Business Growth with Data
Sumo Logic offers an application to analyze NGINX server logs. In addition to analyzing NGINX server performance, the tool can monitor complex transactions and track usage patterns. It uses machine learning capabilities to efficiently analyze huge amounts of logs. The unified logging system enables developers to monitor and troubleshoot issues in real-time, allowing faster...

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.
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

Social recommendations and mentions

Based on our record, Graylog should be more popular than Sumo Logic. 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.

Sumo Logic mentions (1)

  • Roadmap for July
    He's coming with years of experience of having architected systems at Uber, Flock, Sumo Logic and was a founding engineer who helped design the cryptography primitives at Zeta. Someone of his caliber coming onboard means that we'll be able to ship nicer things faster. 🎉. Source: almost 4 years ago

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

What are some alternatives?

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

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.

Dynatrace - Cloud-based quality testing, performance monitoring and analytics for mobile apps and websites. Get started with Keynote today!

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!

LogicMonitor - LogicMonitor is the SaaS performance monitoring platform for the world's best IT teams. Deploy Fast, Monitor More, Improve Ops.

Splunk - Splunk's operational intelligence platform helps unearth intelligent insights from machine data.

Splunk Enterprise - Splunk Enteprise is the fastest way to aggregate, analyze and get answers from your machine data with the help machine learning and real-time visibility.