Software Alternatives, Accelerators & Startups

Sumo Logic VS Splunk Enterprise

Compare Sumo Logic VS Splunk Enterprise 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

Splunk Enterprise logo 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.
  • Sumo Logic Landing page
    Landing page //
    2023-10-20
  • Splunk Enterprise Landing page
    Landing page //
    2023-03-28

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.

Splunk Enterprise features and specs

  • Scalability
    Splunk Enterprise is designed to handle large volumes of data from different sources, making it suitable for enterprises of all sizes.
  • Real-time monitoring
    It offers real-time data analysis and monitoring, helping organizations to detect and respond to issues as they happen.
  • Custom dashboards
    Users can create custom dashboards aligned with their specific needs, offering flexibility in data visualization.
  • Data Integration
    Splunk supports integration with a wide range of data sources including logs, metrics, and events from various applications and systems.
  • Advanced Analytics
    It provides advanced analytics capabilities, including machine learning models to recognize patterns and anomalies in the data.
  • User Community and Support
    Splunk has a large user community and extensive documentation, helping users to find solutions and best practices more effectively.
  • Robust Security
    It offers multiple security features including data encryption, user authentication, and access control to protect sensitive information.

Possible disadvantages of Splunk Enterprise

  • Cost
    Splunk Enterprise can be expensive, especially for smaller organizations, because of its licensing and hardware requirements.
  • Complexity
    Setting up and managing Splunk can be complex and might require specialized knowledge and training.
  • High Resource Consumption
    The platform can be resource-intensive, requiring significant compute and storage capacity depending on data volume.
  • Overhead for Small Deployments
    For smaller deployments, the comprehensive capabilities of Splunk can be overkill, leading to unnecessary overhead.
  • Customization Learning Curve
    While custom dashboards are a strong feature, they can have a steep learning curve, requiring time and expertise to fully utilize.
  • Search Performance
    The search performance can degrade as the volume of data increases, necessitating additional tuning and optimization.

Sumo Logic videos

Sumo Logic 2013 Year in Review

More videos:

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

Splunk Enterprise videos

Webinar: Splunk Enterprise Security (Splunk ES)

Category Popularity

0-100% (relative to Sumo Logic and Splunk Enterprise)
Monitoring Tools
60 60%
40% 40
Log Management
63 63%
37% 37
Performance Monitoring
56 56%
44% 44
Testing
38 38%
62% 62

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 Splunk Enterprise

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...

Splunk Enterprise Reviews

We have no reviews of Splunk Enterprise yet.
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Social recommendations and mentions

Based on our record, Sumo Logic seems to be more popular. It has been mentiond 1 time 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

Splunk Enterprise mentions (0)

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

What are some alternatives?

When comparing Sumo Logic and Splunk Enterprise, 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!

AppDynamics - Get real-time insight from your apps using Application Performance Management—how they’re being used, how they’re performing, where they need help.

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

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!

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