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Sumo Logic VS Azure Monitor

Compare Sumo Logic VS Azure Monitor 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

Azure Monitor logo Azure Monitor

Monitor and analyze applications, infrastructure, and network performance with Azure Monitor to identify problems in real time.
  • Sumo Logic Landing page
    Landing page //
    2023-10-20
  • Azure Monitor Landing page
    Landing page //
    2023-05-16

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.

Azure Monitor features and specs

  • Comprehensive Monitoring
    Azure Monitor provides end-to-end monitoring capabilities for applications, infrastructure, and networks, allowing users to gain holistic insights into their Azure and on-premises environments.
  • Integration with Azure Services
    Azure Monitor integrates seamlessly with other Azure services, like Azure Security Center and Azure Automation, enhancing the overall management and security capabilities of your cloud environment.
  • Scalability
    Designed to support large-scale cloud-based and hybrid environments, Azure Monitor scales to meet the needs of both small and large enterprise settings without compromising on performance.
  • Advanced Analytics
    With Azure Monitor, users can leverage advanced analytics tools, such as Azure Log Analytics, to derive meaningful insights from vast datasets quickly and efficiently.
  • Customizable Alerts and Notifications
    Users can set up customizable alerts and notifications based on specific metrics and logs, enabling proactive response to potential issues.

Possible disadvantages of Azure Monitor

  • Complexity
    The extensive range of features in Azure Monitor can be complex for new users to navigate, requiring a steep learning curve to fully leverage its capabilities.
  • Cost
    While Azure Monitor provides extensive features, the associated costs can be significant, especially when monitoring large-scale environments with detailed metrics and logs.
  • Data Retention Limits
    There are limits on how long data can be retained, and extending retention periods can lead to increased costs, which may be challenging for users needing long-term data analysis.
  • Performance Overhead
    Continuous monitoring and logging can introduce performance overhead, which may impact the performance of the infrastructure being monitored.
  • Configuration and Setup
    Initial configuration and setup of Azure Monitor can be time-consuming, requiring substantial effort to tailor the service to specific organizational needs.

Analysis of Sumo Logic

Overall verdict

  • Overall, Sumo Logic is a strong solution for log management and analytics, particularly for organizations operating in cloud environments. Its comprehensive set of features and focus on security make it a reliable choice for businesses looking to gain deeper insights into their IT infrastructure.

Why this product is good

  • Sumo Logic is considered a good choice for many organizations due to its powerful cloud-native analytics capabilities. It provides real-time insights across various types of machine data and helps in monitoring, troubleshooting, and securing applications. Its scalability allows it to handle vast amounts of data efficiently, and it integrates seamlessly with a variety of cloud and on-premises solutions. Additionally, Sumo Logic offers advanced threat detection and operational intelligence, which are valuable for modern IT operations and security teams.

Recommended for

  • Organizations using cloud-native applications
  • Businesses needing real-time operational and security insights
  • Enterprises seeking scalable log management solutions
  • IT teams focused on proactive monitoring and troubleshooting
  • Security teams requiring advanced threat detection capabilities

Sumo Logic videos

Sumo Logic 2013 Year in Review

More videos:

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

Azure Monitor videos

What is Azure Monitor?

More videos:

  • Review - An overview of Azure Monitor
  • Review - Azure Monitor best practices and recommendations | Azure Monitor Virtual Series

Category Popularity

0-100% (relative to Sumo Logic and Azure Monitor)
Monitoring Tools
91 91%
9% 9
Log Management
93 93%
7% 7
Performance Monitoring
80 80%
20% 20
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 Azure Monitor

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...

Azure Monitor Reviews

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

Social recommendations and mentions

Based on our record, Azure Monitor should be more popular than Sumo Logic. It has been mentiond 4 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 (2)

  • Show HN: HyperTemplates, a pure-HTML templating system and static site generator
    Hello, my name is Caleb. I'm a product manager by trade, and have enjoyed working in/around the software industry over the past 15 years. I was most recently CEO & co-founder at Sensu (https://sensu.io), which was eventually acquired by Sumo Logic (https://sumologic.com), resulting in my "funemployment". I've met so many people over the course of my career who are interested in making websites – they even teach... - Source: Hacker News / 4 days ago
  • 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

Azure Monitor mentions (4)

  • 10 Best Cloud Monitoring Tools for 2025
    Azure Monitor oversees applications and services on Microsoft Azure. It collects and analyzes telemetry data, helping organizations maximize the performance and availability of their applications and proactively identify issues. - Source: dev.to / about 2 months ago
  • Top 10 Strategies for Cloud Cost Optimization in 2025
    Monitoring cloud cost anomalies is crucial for preventing unexpected expenses and staying within budget. Advanced tools like Amazon CloudWatch, and Azure Monitor provide features to help detect, analyze, and address unusual spending patterns. These tools can identify deviations from normal usage and enable you to set real-time alerts for spikes or drops in resource consumption and costs. - Source: dev.to / 4 months ago
  • Microsoft Announces the General Availability of Azure Automanage Machine Best Practices
    During the recent Ignite Conference, Microsoft announced the general availability (GA) of Azure Automanage Machine Best Practices for Azure Virtual Machines (VMs) and Arc-enabled servers (the company’s multi-cloud management solution). This consolidated management solution, in short, named Azure Automanage, simplifies daily server management by handling the initial setup and configuration of Azure best practice... Source: over 2 years ago
  • Top 30 Microsoft Azure Services
    Here are a few services that make the overall Azure experience so amazing. Every Azure resource automatically generates metrics and logs. Azure Monitor collects, analyzes and acts on this data to ensure availability, maximize performance and proactively detect problems. Azure Active Directory is Azure’s cloud Identity Access Management system. Azure AD provides single sign on for your apps and governs access by... - Source: dev.to / almost 4 years ago

What are some alternatives?

When comparing Sumo Logic and Azure Monitor, 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!

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

Zabbix - Track, record, alert and visualize performance and availability of IT resources

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.