Top Tools at a Glance
Best for Deep service mapping with enterprise-scale correlation | User Review "Revolutionizes IT Management with Automation and AI-Driven Insights" A Verified User Mid-Market (51-1000 emp.) | ||
Best for Lightweight AIOps for lean IT teams | User Review "Wonderful tool for the orgnisation having 5K to 10K devices" ![]() NS Nilesh S. Enterprise (> 1000 emp.) | ||
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Best for Instant microservice-level observability | User Review "Monitoring the logs for the application" ![]() NP Nital P. Mid-Market (51-1000 emp.) | ||
Best for Autonomous full-stack diagnostics | User Review "AI-Driven Observability with Clear Root-Cause Insights and Easy Onboarding" LK Lokesha K. Enterprise (> 1000 emp.) | ||
Best for Predictive anomaly intelligence | User Review "Reliable insights & easy to use observability tool." U Verified User Enterprise (> 1000 emp.) | ||
Best for Cross-telemetry cloud observability | User Review "Fast, Unified Observability That Speeds Up Production Root-Cause Analysis" U Verified User Mid-Market (51-1000 emp.) | ||
Best for AIOps-activated service desk operations | User Review "Efficient ITSM Solution with Room for Support Improvement" ![]() AS Arturo S. Enterprise (> 1000 emp.) | ||
Best for Autonomous resource right-sizing | User Review "Automated Recommendations That Cut Cloud Costs Effortlessly" U Verified User Small-Business (50 or fewer emp.) | ||
Best for Developer-focused performance insight | User Review "Unified Observability with Effortless Setup" ![]() PK Purva K. Enterprise (> 1000 emp.) | ||
Best for End-to-end autonomous remediation | User Review "Effortless Automation with Digitate Ignio" ![]() AS Anshita S.
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Deep service mapping with enterprise-scale correlation
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Instant microservice-level observability
Autonomous resource right-sizing
Buyer's Guide: AIOps Platforms
All AIOps Platforms Tools
Written by G2’s researcher using verified user reviews and product data, with no personal bias.
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Users find the ease of use of ServiceNow IT Operations Management enhances daily efficiency and navigation for new users.
Users value the real-time visibility provided by ServiceNow ITOM, enhancing operational control and reducing downtime.
Users appreciate the efficient tracking and monitoring capabilities of ServiceNow ITOM, enhancing visibility into incidents and dependencies.
Users find the learning difficulty of ServiceNow IT Operations Management a barrier for non-technical team members.
Users often struggle with the complexity of ServiceNow IT Operations Management, making navigation and setup challenging.
Users highlight the high costs associated with ServiceNow IT Operations Management, which can burden small and mid-sized businesses.
Written by G2’s researcher using verified user reviews and product data, with no personal bias.
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Users highlight the intuitive interface of Atera, making it simple to use and efficient for IT management tasks.
Users value the flat rate pricing and intuitive interface of Atera, enhancing efficiency in their operations.
Users value Atera for its effective automation features, greatly enhancing efficiency in IT management and support tasks.
Users note missing features and occasional inconsistencies, indicating the platform has potential for improvement and customization.
Users note the limited features of Atera, which can restrict customization and affect navigation during use.
Users note significant feature issues with Atera, highlighting unreliable remote access and customization limitations affecting usability.
Written by G2’s researcher using verified user reviews and product data, with no personal bias.
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Users find IBM Instana's ease of use exceptional, making system monitoring simple and efficient for everyone.
Users praise IBM Instana for its powerful monitoring capabilities, offering real-time insights and easy-to-use features.
Users appreciate the real-time monitoring capabilities of IBM Instana, facilitating thorough insights and effortless app tracking.
Users often cite high pricing for IBM Instana, making it less accessible for smaller organizations and extensive monitoring needs.
Users are frustrated by the cluttered user interface, making it difficult to find components efficiently.
Users frequently express concern about high pricing for IBM Instana, making it less accessible for smaller organizations.
Written by G2’s researcher using verified user reviews and product data, with no personal bias.
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Users value the deep insights and AI-powered diagnostics of Dynatrace, enhancing application monitoring and root cause analysis.
Users applaud the ease of use in Dynatrace, facilitating intuitive workflows and efficient monitoring solutions.
Users value the advanced monitoring capabilities of Dynatrace, enabling quick insights and efficient performance management.
Users find the learning curve daunting, struggling with configuration and managing the complexity of Dynatrace features.
Users find the learning difficulty with Dynatrace challenging due to its complexity and extensive configuration options.
Users find Dynatrace expensive, particularly for non-profits and startups, limiting access to necessary features and tools.
Written by G2’s researcher using verified user reviews and product data, with no personal bias.
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Users value the real-time insights offered by Rakuten SixthSense Observability, enhancing proactive system monitoring and performance analytics.
Users commend the responsive customer support of Rakuten SixthSense, which provides quick solutions to any issues.
Users appreciate the ease of use of Rakuten SixthSense, enjoying streamlined monitoring and an intuitive interface.
Users feel that alert issues hinder effectiveness, highlighting a need for improved customization and error management.
Users find the inefficient alert system frustrating, as it lacks customization and generates false positives.
Users report insufficient information due to inadequate documentation, impacting their ability to effectively use Rakuten SixthSense.
Written by G2’s researcher using verified user reviews and product data, with no personal bias.
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Users appreciate the ease of use of Datadog, enjoying its robust features and customizable tools for analysis.
Users value the great monitoring features of Datadog, appreciating its user-friendly and customizable dashboard experience.
Users value the real-time monitoring features of Datadog, enhancing visibility and support for various integrations.
Users find Datadog's subscription expensive, with complaints about high costs for limited data backup options.
Users find the steep learning curve challenging, especially for newcomers trying to use Datadog effectively.
Users find the pricing issues with Datadog concerning, citing high costs and unpredictable expenses for data retention.
Written by G2’s researcher using verified user reviews and product data, with no personal bias.
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Users value the intuitive interface of SysAid, enhancing their experience in managing IT processes effectively.
Users appreciate the excellent customer support, with quick responses and effective solutions for any issues encountered.
Users value the user-friendly interface and extensive functionality of SysAid, enhancing both end-user and administrator experiences.
Users find missing features in SysAid, such as a complex interface and ineffective self-service options, frustrating.
Users find the steep learning curve of SysAid challenging, particularly during initial setup and deployment.
Users express frustration over limited customization options in SysAid, particularly regarding UI and dashboard charts.
Written by G2’s researcher using verified user reviews and product data, with no personal bias.
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Users value the cost optimization capabilities of IBM Turbonomic, significantly reducing cloud billing while enhancing performance.
Users appreciate the automation capabilities of IBM Turbonomic, significantly reducing operational overhead while optimizing resource allocation.
Users find IBM Turbonomic's ease of use impressive, enjoying seamless deployment and intuitive navigation for optimal management.
Users find the complex UI and setup process challenging, particularly for those without AIOps experience.
Users find the learning curve challenging, especially for beginners navigating the complex interface and automation features.
Users find IBM Turbonomic expensive, with high pricing and limited support for other cloud providers affecting value.
Written by G2’s researcher using verified user reviews and product data, with no personal bias.
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Users value the real-time monitoring of New Relic, enabling proactive issue resolution and enhanced application performance.
Users appreciate the ease of use of New Relic, finding its UI and implementation straightforward and intuitive.
Users commend New Relic for its comprehensive monitoring capabilities that provide deep insights and real-time alerts.
Users find the cost can escalate quickly with New Relic, making budgeting and pricing understanding challenging.
Users find the pricing issues confusing and often escalate unexpectedly as their usage increases.
Users find the complexity of features in New Relic overwhelming, particularly during initial setup and configuration.
Written by G2’s researcher using verified user reviews and product data, with no personal bias.
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Users value the predictive insights and proactive issue resolution of Digitate's ignio AIOps, enhancing overall IT efficiency.
Users value the automation capabilities of Digitate's ignio, greatly enhancing efficiency and reducing noise in operations.
Users appreciate the excellent customer support from the Digitate team, enhancing their overall experience with Ignio.
Users find the initial setup and upgrades to be time-consuming, complicating their overall experience with Digitate.
Users find the setup complexity of Digitate challenging, often struggling with installation and customization for new users.
Users find Digitate's difficult learning curve challenging, requiring significant setup and integration efforts for effective usage.
This description is provided by the seller.
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Users value the noise reduction and streamlined incident management provided by BigPanda's alerting system.
Users value the effective alert management from BigPanda, enhancing incident response and reducing noise in workflows.
Users value the automation features of BigPanda for reducing noise and streamlining incident management effectively.
This description is provided by the seller.
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Users value the AI-powered full stack monitoring capabilities of Site24x7 for multicloud infrastructure management.
Users find Site24x7 to be simple and easy to use, appreciating its advanced features and seamless integration.
Users value the real-time monitoring capabilities of Site24x7, efficiently tracking infrastructure both internally and externally.
Users experience alert issues, notably with bug-related monitor additions that can lead to frustration during management.
Users find the steep learning curve challenging, often feeling overwhelmed by the vast amount of information available.
Users note the missing features like packet loss data graphs, which detracts from the overall monitoring experience.
This description is provided by the seller.
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Users highlight Siit for its ease of use, enhancing support efficiency and simplifying the onboarding experience.
Users love the seamless integrations of Siit with Slack and Microsoft Teams, greatly enhancing team collaboration and efficiency.
Users appreciate the efficient customer support provided by Siit, enhancing their overall experience and satisfaction.
Users feel the need for more inadequate reporting, seeking enhanced analytics for improved support operations insights.
Users feel the inadequate reporting features hinder their ability to gain deeper insights into support operations.
Users want broader integration options for Siit, particularly with tools like Google Drive for enhanced onboarding resources.
This description is provided by the seller.
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Users value the reliable alert notifications of PagerDuty, ensuring timely incident responses and reducing downtime significantly.
Users appreciate the reliable alerting and notifications in PagerDuty, ensuring timely responses to incidents across multiple channels.
Users appreciate the timely and reliable alerts from PagerDuty, enhancing incident response and team collaboration.
Users often face alert overload and confusion in PagerDuty, complicating incident management and increasing stress levels.
Users point out the high pricing of PagerDuty, which impacts its overall value for many organizations.
Users find complexity issues in PagerDuty's setup and configuration, leading to frustration and a steep learning curve.
This description is provided by the seller.















