[Home](https://www.selecthub.com/) \> [SIEM](https://www.selecthub.com/category/siem/) \> [SIEM Tools](https://www.selecthub.com/c/siem-tools/) \> [Sumo Logic](https://www.selecthub.com/p/siem-tools/sumo-logic/) \> Sumo Logic vs Graylog # Sumo Logic vs Graylog Last Updated: May 18th, 2026 Our analysts compared [Sumo Logic](https://www.selecthub.com/p/siem-tools/sumo-logic/) vs [Graylog](https://www.selecthub.com/p/siem-tools/graylog/) based on data from our 400+ point analysis of [SIEM Tools](https://www.selecthub.com/c/siem-tools/), user reviews and our own crowdsourced data from our [free software selection platform](https://www.selecthub.com/about/start-free-selection-project-site/?category=SIEM Tools&cta=siem-tools). [Overview](#product-overview) [Pricing](#product-pricing) [Our Review](#product-analyst-summary) [User Ratings](#user-sentiment-section) [Features](#product-benefits-features) [Analyst Ratings](#analyst-rating-section) [Comparison Charts](#product-comparison-charts) [Screenshots](#product-screenshots) Remove Add to Compare [![Sumo Logic Software Tool](https://cdn.selecthub.com/products/03afdbd66e7929b125f8597834fa83a4-ddb986f008730f84a8d55598ebc36e8a/resources/normal/logo.png?1718842334)](https://www.selecthub.com/p/siem-tools/sumo-logic/) Remove Add to Compare [![Graylog Software Tool](https://cdn.selecthub.com/products/e7010b9fb43e91b36e43b374ce2d7454-2c8556a21a20ebde961955a1f0ca0a10/resources/normal/logo.png?1730938550)](https://www.selecthub.com/p/siem-tools/graylog/) [ ![Product Awards](https://www.selecthub.com/display/images/awards_badge.svg) ](#awards-section) [Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=SIEM+Tools&product%5Fname=Sumo%2BLogic&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F03afdbd66e7929b125f8597834fa83a4-ddb986f008730f84a8d55598ebc36e8a%2Fresources%2Fnormal%2Flogo.png%3F1718842334) [Demo](https://pmo.selecthub.com/get-product-demo/?category=SIEM+Tools&product%5Fname=Sumo%2BLogic&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F03afdbd66e7929b125f8597834fa83a4-ddb986f008730f84a8d55598ebc36e8a%2Fresources%2Fnormal%2Flogo.png%3F1718842334) [Request Pricing](https://pmo.selecthub.com/get-product-pricing/?category=SIEM+Tools&product%5Fname=Sumo%2BLogic&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F03afdbd66e7929b125f8597834fa83a4-ddb986f008730f84a8d55598ebc36e8a%2Fresources%2Fnormal%2Flogo.png%3F1718842334&price=3) [Pricing](https://pmo.selecthub.com/get-product-pricing/?category=SIEM+Tools&product%5Fname=Sumo%2BLogic&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F03afdbd66e7929b125f8597834fa83a4-ddb986f008730f84a8d55598ebc36e8a%2Fresources%2Fnormal%2Flogo.png%3F1718842334&price=3) [Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=SIEM+Tools&product%5Fname=Graylog&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2Fe7010b9fb43e91b36e43b374ce2d7454-2c8556a21a20ebde961955a1f0ca0a10%2Fresources%2Fnormal%2Flogo.png%3F1730938550) [Demo](https://pmo.selecthub.com/get-product-demo/?category=SIEM+Tools&product%5Fname=Graylog&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2Fe7010b9fb43e91b36e43b374ce2d7454-2c8556a21a20ebde961955a1f0ca0a10%2Fresources%2Fnormal%2Flogo.png%3F1730938550) [Request Pricing](https://pmo.selecthub.com/get-product-pricing/?category=SIEM+Tools&product%5Fname=Graylog&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2Fe7010b9fb43e91b36e43b374ce2d7454-2c8556a21a20ebde961955a1f0ca0a10%2Fresources%2Fnormal%2Flogo.png%3F1730938550&price=5) [Pricing](https://pmo.selecthub.com/get-product-pricing/?category=SIEM+Tools&product%5Fname=Graylog&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2Fe7010b9fb43e91b36e43b374ce2d7454-2c8556a21a20ebde961955a1f0ca0a10%2Fresources%2Fnormal%2Flogo.png%3F1730938550&price=5) ### Products Insights Overall Rating Comparison [ Analyst Rating 82 Detailed Analysis ](#analyst-rating-section) [ User Sentiment ![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) (510 Reviews) ](#user-sentiment-section) [ Analyst Rating we're gathering data ](#analyst-rating-section) [ User Sentiment ![Excellent User Sentiment](https://www.selecthub.com/display/images/scores/excellent.svg) (379 Reviews) ](#user-sentiment-section) Price Starts From $297 Monthly, Freemium [ Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=Sumo Logic&category=SIEM Tools&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/03afdbd66e7929b125f8597834fa83a4-ddb986f008730f84a8d55598ebc36e8a/resources/normal/logo.png?1718842334) $1,250 Monthly [ Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=Graylog&category=SIEM Tools&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/e7010b9fb43e91b36e43b374ce2d7454-2c8556a21a20ebde961955a1f0ca0a10/resources/normal/logo.png?1730938550) Pros What we like about Sumo Logic and Graylog: * Strong real-time analytics help quickly detect anomalies and trace issues to their root cause * Machine learning algorithms identify unusual patterns and help predict potential system failures * Unified platform combines log management, metrics monitoring, and security analytics in one place * Open-source version makes robust SIEM and log management accessible for budget-conscious deployments * Elasticsearch-powered search handles large log volumes and returns results quickly * Flexible open architecture supports diverse log protocols and extensive third-party customization Cons What we dislike about Sumo Logic and Graylog: * Complex queries and CSE rules have a steep learning curve, and documentation can lag behind the product * Search performance can slow when working with very large datasets over extended time spans * Customer support and online help resources have room for improvement compared to more established competitors * Initial setup can be tricky, especially for users without prior experience with SIEM platforms * Dashboard and visualization options are limited, which can make in-depth data analysis harder * Infrastructure costs for Elasticsearch can become substantial at very high log volumes ### Our Review **Bottom line:** Sumo Logic is the better fit if you're running large-scale cloud infrastructure and need a polished, all-in-one platform with machine learning built in. Graylog makes more sense if you want cost-effective log management with flexibility to customize and a strong open-source foundation. Sumo Logic starts at $297 per month, while Graylog starts at $1,250 per month. Sumo Logic's lower entry price may look appealing, but costs can escalate quickly as data ingestion grows, so it's worth modeling your actual usage before committing. Graylog's higher starting price reflects its enterprise feature set, and its open-source version remains an option for teams that can manage the infrastructure themselves. On the capability side, Sumo Logic brings machine learning-powered anomaly detection and a unified view of logs, metrics, and security events in one platform. That's useful if your team is juggling application performance, infrastructure health, and security monitoring all at once. The platform works best for medium to large organizations already invested in cloud infrastructure. Graylog's strength is in raw log processing speed. Its Elasticsearch integration lets users search through massive log volumes fast, which security teams tend to appreciate when triaging incidents. The open architecture also means you can connect it to a wider range of data sources and log protocols, including syslog and GELF, without much friction. Where Sumo Logic struggles is the learning curve — building complex queries and CSE rules takes time, and the documentation doesn't always keep up. Graylog has its own usability gaps, particularly around dashboards and visualization, where the interface can feel cumbersome for users who aren't already comfortable with SIEM tools. If your priority is a turnkey cloud-native platform with predictive analytics and you can absorb the scaling costs, Sumo Logic is the stronger pick. If you want flexibility, fast search, and the option to start on open source, Graylog is worth the setup investment. ### Analyst Rating Summary Overall Scores Based on the research and analysis by SelectHub's team of research analysts, Sumo Logic has an analyst rating of 82\. Our analysts are still gathering data for Graylog. 82 we're gathering data Features Comparison **Dashboards and Reporting** Visualize all your security activity and compliance status clearly with real-time graphs and reports, so you always know what’s happening in your network. 70 we're gathering data **Log Collection and Management** Gather all security logs from every device and application in one spot, making it simple to find and investigate any past or present issue. 93 we're gathering data **Platform Capabilities** Integrate smoothly with your existing security tools, extending their power and letting you manage all security processes from one central place. 66 we're gathering data [Show More](#) [Show More](https://pmo.selecthub.com/customize-data/?category=SIEM Tools) ### Analyst Ratings for Functional Requirements [Customize This Data](#) [Customize This Data](https://pmo.selecthub.com/customize-data/?category=SIEM Tools) How Sumo Logic compares against the top 6 functional requirements as defined by SelectHub project data. Sumo Logic Graylog \+ Add Product [\+ Add Product](https://pmo.selecthub.com/customize-data/?category=SIEM Tools) Dashboards and Reporting Log Collection AndManagement Platform Capabilities Security Orchestration, Automation and Response (SOAR) Threat Detection,Investigation AndResponse (TDIR) User And EntityBehavior Analytics(UEBA) 70 93 66 100 70 70 0 25 50 75 100 Implementation Level of Effort Estimation **Tier 1:** Fully/moderately supported out-of-the-box allowing for quick and easy deployment. [Read more](#) **Tier 2:** Supported with workarounds or add-ons that may require additional costs. **Tier 3:** Requires partner integrations or custom development that is often at an additional cost. **Dashboards And Reporting** Visualize all your security activity and compliance status clearly with real-time graphs and reports, so you always know what’s happening in your network. 71% 0% 29% we're gathering data N/A we're gathering data N/A we're gathering data N/A **Log Collection And Management** Gather all security logs from every device and application in one spot, making it simple to find and investigate any past or present issue. 90% 0% 10% we're gathering data N/A we're gathering data N/A we're gathering data N/A **Platform Capabilities** Integrate smoothly with your existing security tools, extending their power and letting you manage all security processes from one central place. 58% 0% 42% we're gathering data N/A we're gathering data N/A we're gathering data N/A **Security Orchestration, Automation And Response (SOAR)** Automatically respond to threats by immediately launching actions like blocking users or isolating devices, dramatically cutting down on manual security work for you. 100% 0% 0% we're gathering data N/A we're gathering data N/A we're gathering data N/A **Threat Detection, Investigation And Response (TDIR)** Pinpoint the earliest signs of a security attack and guide your team step-by-step through the process of quickly stopping and removing the threat. 60% 0% 40% we're gathering data N/A we're gathering data N/A we're gathering data N/A **User And Entity Behavior Analytics (UEBA)** Observe what's normal for every user and device, automatically alerting you the moment any account acts suspiciously or out of the ordinary. 60% 0% 40% we're gathering data N/A we're gathering data N/A we're gathering data N/A **Customize This Data For Your Unique Needs** and compare feature capabilities head-to-head [CUSTOMIZE NOW](#) [CUSTOMIZE NOW](https://pmo.selecthub.com/customize-data/?category=SIEM Tools) ### Analyst Ratings for Technical Requirements [Customize This Data](#) [Customize This Data](https://pmo.selecthub.com/customize-data/?category=SIEM Tools) Implementation Level of Effort Estimation **Tier 1:** Fully/moderately supported out-of-the-box allowing for quick and easy deployment. [Read more](#) **Tier 2:** Supported with workarounds or add-ons that may require additional costs. **Tier 3:** Requires partner integrations or custom development that is often at an additional cost. **Integrations And Extensibility** Connect easily to hundreds of third-party tools and applications, ensuring your security system works seamlessly with everything you are already using. 89% 0% 11% we're gathering data N/A we're gathering data N/A we're gathering data N/A **Security Compliance** Ensure you always meet regulatory requirements like GDPR or HIPAA by automatically monitoring and providing the audit evidence needed for reports. 81% 0% 19% we're gathering data N/A we're gathering data N/A we're gathering data N/A **Requirements Summary** Of typical requirements, 77.3% are fully supported out of the box by Sumo Logic including Security Orchestration, Automation And Response (SOAR), Log Collection And Management and Integrations And Extensibility. We are still evaluating data for Graylog at this time. Graylog has an analyst rating of and a user sentiment rating of 'excellent' based on 379 reviews, while Sumo Logic has an analyst rating of 82 and a user sentiment rating of 'great' based on 510 reviews. ### User Sentiment Summary Sumo Logic has a user sentiment rating of 86 based on 510 reviews. Graylog has a user sentiment rating of 90 based on 379 reviews. ![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) 510 reviews ![Excellent User Sentiment](https://www.selecthub.com/display/images/scores/excellent.svg) 379 reviews Synopsis Evaluating all review platforms, our market analysts have compiled the following user sentiment data. 86% of users recommend this product Sumo Logic has a 'great' User Satisfaction Rating of 86% when considering 510 user reviews from 4 recognized software review sites. 90% of users recommend this product Graylog has a 'excellent' User Satisfaction Rating of 90% when considering 379 user reviews from 3 recognized software review sites. User Review Scores **G2.com, Inc** **4.3** (285) **4.4** (115) **Software Advice, Inc** n/a **4.6** (32) **Capterra Inc** **4.6** (26) n/a **Gartner, Inc** **4.5** (128) **4.5** (232) **TrustRadius** **3.7** (71) n/a ### Awards SelectHub awards earned by these products based on a comprehensive analysis by our research analysts. No awards. Graylog stands above the rest by achieving an ‘Excellent’ rating as a User Favorite. ![User Favorite Award]() ### Product Assistance Training Resources Documentation In Person Live Online Videos Webinars Documentation In Person Live Online Videos Webinars Support Email Phone Chat FAQ Forum Knowledge Base 24/7 Live Support Email Phone Chat FAQ Forum Knowledge Base 24/7 Live Support ### Product Basics Company Size i Small Medium Large Small Medium Large Platforms Supported Windows Mac Linux Android Chromebook Windows Mac Linux Android Chromebook Deployment Supported Cloud On-Premise Mobile Cloud On-Premise Mobile Comparison of Top Alternatives [ Sumo Logic Alternatives](https://www.selecthub.com/siem-tools/sumo-logic/alternatives/) [ Graylog Alternatives](https://www.selecthub.com/siem-tools/graylog/alternatives/) ### Screenshots ![Screenshots]() ![Screenshots]() ### Key Features * **Real-time log analytics** – Processes and analyzes log data as it's ingested, so you can spot issues across applications and infrastructure without waiting for batch jobs to run. * **Machine learning insights** – Uses built-in ML algorithms to detect anomalies and flag unusual patterns, helping you get ahead of potential failures or security threats before they escalate. * **Custom dashboards** – Lets users build personalized dashboards with a range of visualization options to track the metrics and KPIs most relevant to their teams. * **Cloud-native scalability** – Built on a cloud-native architecture that scales automatically with data volume, so you don't need to provision infrastructure manually as your environment grows. * **Real-time search and alerts** – Delivers fast log search and configurable real-time alerts, letting security teams detect and respond to threats quickly even across large data volumes. * **Stream processing** – Lets you define streams to route specific log messages to different outputs or storage targets, making it easier to focus analysis on the events that matter most. * **Flexible data ingestion** – Supports multiple input formats including syslog, GELF, and JSON, so it works with a wide range of systems and log sources without requiring format conversion. * **Threat intelligence integration** – Connects to threat intelligence feeds to correlate incoming log data against known threats, adding context that helps prioritize security investigations. ### Top Alternatives in SIEM Tools [ ArcSight ESM ](https://www.selecthub.com/p/siem-tools/arcsight/) [ Converged SIEM ](https://www.selecthub.com/p/siem-tools/logpoint-siem/) [ Elastic Security ](https://www.selecthub.com/p/siem-tools/elastic-security/) [ Exabeam ](https://www.selecthub.com/p/siem-tools/exabeam/) [ FortiSIEM ](https://www.selecthub.com/p/siem-tools/fortisiem/) [ Gurucul ](https://www.selecthub.com/p/siem-tools/gurucul/) [ IBM QRadar ](https://www.selecthub.com/p/siem-tools/ibm-qradar/) [ InsightIDR ](https://www.selecthub.com/p/siem-tools/insightidr/) [ Log360 ](https://www.selecthub.com/p/siem-tools/log360/) [ LogRhythm ](https://www.selecthub.com/p/siem-tools/logrhythm/) [ Microsoft Sentinel ](https://www.selecthub.com/p/siem-tools/microsoft-sentinel/) [ Securonix ](https://www.selecthub.com/p/siem-tools/securonix/) [ Splunk Enterprise Security ](https://www.selecthub.com/p/siem-tools/splunk-enterprise-security/) [ Trellix Enterprise Security Manager ](https://www.selecthub.com/p/siem-tools/trellix-esm/) [ USM Anywhere ](https://www.selecthub.com/p/siem-tools/usm-anywhere/) ### Related Categories Sumo Logic and Graylog can also be found with other leading products in these categories: [ Log Analysis Software ](https://www.selecthub.com/c/log-analysis-software/) Show more [ Log Analysis Software ](https://www.selecthub.com/c/log-analysis-software/) Show more ### Head-to-Head Comparison ![Sumo Logic Software Tool]() ![ArcSight ESM Software Tool]() [Sumo Logic VS ArcSight ESM](https://www.selecthub.com/siem-tools/sumo-logic-vs-arcsight/) ![Sumo Logic Software Tool]() ![Elastic Security Software Tool]() [Sumo Logic VS Elastic Security](https://www.selecthub.com/siem-tools/sumo-logic-vs-elastic-security/) ![Sumo Logic Software Tool]() ![Exabeam Software Tool]() [Sumo Logic VS Exabeam](https://www.selecthub.com/siem-tools/sumo-logic-vs-exabeam/) ![Sumo Logic Software Tool]() ![FortiSIEM Software Tool]() [Sumo Logic VS FortiSIEM](https://www.selecthub.com/siem-tools/sumo-logic-vs-fortisiem/) ![Sumo Logic Software Tool]() ![Gurucul Software Tool]() [Sumo Logic VS Gurucul](https://www.selecthub.com/siem-tools/sumo-logic-vs-gurucul/) ![Sumo Logic Software Tool]() ![IBM QRadar Software Tool]() [Sumo Logic VS IBM QRadar](https://www.selecthub.com/siem-tools/sumo-logic-vs-ibm-qradar/) ![Sumo Logic Software Tool]() ![InsightIDR Software Tool]() [Sumo Logic VS InsightIDR](https://www.selecthub.com/siem-tools/sumo-logic-vs-insightidr/) ![Sumo Logic Software Tool]() ![Log360 Software Tool]() [Sumo Logic VS Log360](https://www.selecthub.com/siem-tools/sumo-logic-vs-log360/) ![Sumo Logic Software Tool]() ![LogRhythm Software Tool]() [Sumo Logic VS LogRhythm](https://www.selecthub.com/siem-tools/sumo-logic-vs-logrhythm/) ![Sumo Logic Software Tool]() ![Microsoft Sentinel Software Tool]() [Sumo Logic VS Microsoft Sentinel](https://www.selecthub.com/siem-tools/sumo-logic-vs-microsoft-sentinel/) ![Sumo Logic Software Tool]() ![Securonix Software Tool]() [Sumo Logic VS Securonix](https://www.selecthub.com/siem-tools/sumo-logic-vs-securonix/) ![Sumo Logic Software Tool]() ![Splunk Enterprise Security Software Tool]() [Sumo Logic VS Splunk Enterprise Security](https://www.selecthub.com/siem-tools/sumo-logic-vs-splunk-enterprise-security/) **About SelectHub (and our data)** We’re the employee-owned Austin-based startup democratizing software data so you can make your decisions in an influence-free zone. Our market data is crowdsourced from our user-base of 100,000+ companies. WE DISTILL IT INTO REAL REQUIREMENTS, COMPARISON REPORTS, PRICE GUIDES and more... ![SelectHub Products Reporting and Analytics]() [ Build Your Requirements](https://pmo.selecthub.com/siem-requirements/) ![SelectHub Products Cost and Pricing Guide]() [ Get Your Free Comparison Report](https://pmo.selecthub.com/request-custom-scorecard/?category=SIEM%20Tools) **Tier 1:** Fully/moderately supported out-of-the-box allowing for quick and easy deployment. Fully or moderately supported out-of-the-box with industry-leading capabilities and is immediately available after installation without needing any add-ons, integrations, or custom development. **Tier 2:** Supported with workarounds or add-ons that may require additional costs. Not directly available in the software, but can be accomplished using other built-in features, workarounds, or add-ons/products from the vendor with or without any additional cost. **Tier 3:** Requires partner integrations or custom development that is often at an additional cost. Requires additional integrations, plugins, marketplace applications from a third-party vendor, or custom development using the APIs, libraries, extensions, and development framework supported by the software, with or without any additional cost. 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