# Best Cloud Infrastructure Monitoring Tools and Software - Page 2 ## How Many Cloud Infrastructure Monitoring Software Products Does G2 Track? **Total Products under this Category:** 120 ### Category Stats (Aug 2026) - **Average Rating:** 4.53/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** VMware Cloud Foundation Usage Meter (+17.94%) - Among all products in this category, VMware Cloud Foundation Usage Meter recorded the largest rating increase compared to last month _Last updated: August 04, 2026_ ## How Does G2 Rank Cloud Infrastructure Monitoring Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 12,100+ Authentic Reviews - 120+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## G2 Grid® for Cloud Infrastructure Monitoring Software ![G2 Grid® for Cloud Infrastructure Monitoring Software plotting products by satisfaction and market presence](https://www.g2.com/categories/cloud-infrastructure-monitoring/grids.png?focus%5B%5D=27540&focus%5B%5D=3824&focus%5B%5D=2056&focus%5B%5D=13665&focus%5B%5D=139215&focus%5B%5D=17881&focus%5B%5D=1182874&focus%5B%5D=16779) Highlighted products: IBM Instana, Datadog, Dynatrace, Site24x7, New Relic, Amazon CloudWatch, SolarWinds Observability, and Coralogix. Underlying data: [Grid® JSON](https://www.g2.com/categories/cloud-infrastructure-monitoring/grids.json?focus%5B%5D=ibm-instana&focus%5B%5D=datadog&focus%5B%5D=dynatrace&focus%5B%5D=site24x7&focus%5B%5D=new-relic&focus%5B%5D=amazon-cloudwatch&focus%5B%5D=solarwinds-worldwide-llc-solarwinds-observability&focus%5B%5D=coralogix) **Sponsored** ### Helpjuice Helpjuice's AI knowledge base is an industry-leading playform designed to supercharge your team and customers by enhancing knowledge sharing across your organization. With Helpjuice, you can capture, create, and share critical information effortlessly, making it the ideal knowledge base tool for training employees, onboarding new customers, enabling self-service, and sharing knowledge within and outside your company. Our powerful platform allows users to create new content directly in our easy-to-use editor as well as upload content in multiple formats, ensuring that essential information is accessible anytime and anywhere. Helpjuice's powerful, Google-like search functionality makes it easy for users to find the right information they need quickly and efficiently. Trusted by major organizations such as Amazon, Change.org, Wells Fargo, the World Health Organization, Shipt, TCL, and thousands of others, Helpjuice is dedicated to breaking down information silos and fostering a culture of knowledge sharing. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1603&secure%5Bchosen_at%5D=2026-08-06T07%3A27%3A00Z&secure%5Bdisplayable_resource_id%5D=2038&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=14432&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=14432&secure%5Bresource_id%5D=1603&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fcloud-infrastructure-monitoring%3Fpage%3D2&secure%5Btoken%5D=543d674a0e380d97e01b2128ec05d8debe1f16e1f992cd327f18557b7dd3934a&secure%5Burl%5D=https%3A%2F%2Fhelpjuice.com%2F&secure%5Burl_type%5D=company_website) ### [CubeAPM](https://www.g2.com/products/cubeapm/reviews) CubeAPM is an OpenTelemetry-native observability and application performance monitoring (APM) platform that helps engineering and DevOps teams monitor applications, infrastructure, logs, and metrics from a single unified dashboard. Built for modern cloud and on-prem environments, CubeAPM offers full-stack visibility without sacrificing data control. It can be self-hosted inside your own cloud or data center, making it ideal for teams that need enterprise-grade observability while maintaining compliance with ISO 27001 standards. Most teams face a trade-off in observability — cloud SaaS tools are easy to run but send sensitive data outside your cloud, while open-source stacks demand heavy operations. CubeAPM removes this compromise by combining the control of self-hosting with the simplicity of SaaS. With flat usage-based pricing at $0.15 per GB, smart sampling, and unlimited retention, CubeAPM delivers predictable, affordable observability for organizations of any scale. Dashboards load instantly, data queries run fast, and teams can monitor microservices, Kubernetes clusters, APIs, and distributed systems in real time. Key Highlights OpenTelemetry-native: Ingest data from any stack with full compatibility. Self-hosted but managed: Runs in your environment while upgrades and maintenance are handled by CubeAPM. Unlimited retention: Store logs, traces, and metrics as long as you need. Transparent pricing: $0.15 / GB with no host-based fees or hidden charges. ISO 27001 compliant: Ensures quality, reliability, and operational excellence. CubeAPM is the ideal observability solution for teams seeking performance insights, compliance readiness, and total control — without the high costs or operational complexity of traditional APM tools. **Average Rating:** 4.9/5.0 **Total Reviews:** 26 #### How Do G2 Users Rate CubeAPM? - **Usage Monitoring:** 10.0/10 (Category avg: 9.1/10) - **Ease of Use:** 9.7/10 (Category avg: 8.8/10) - **Dashboards and Visualizations:** 9.4/10 (Category avg: 8.9/10) - **Reporting:** 10.0/10 (Category avg: 8.6/10) #### Who Is the Company Behind CubeAPM? - **Seller:** [CubeAPM](https://www.g2.com/sellers/cubeapm) - **HQ Location:** Gurgaon, IN - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ec006612c7f4a370ec2f298faa90340e69a8f11f8bf81f04e60bdad451d539dc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F99851948%2F&secure%5Burl_type%5D=linkedin_company_website) 10 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Information Technology and Services - **Company Size:** 54% Small, 42% Medium #### What Do G2 Reviewers Say About CubeAPM? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **responsive customer support** of CubeAPM, ensuring quick assistance and smooth resolution of issues. - Users value the **cost optimization** of CubeAPM, noting its affordability compared to other observability tools. - Users value the **effective monitoring capabilities** of CubeAPM, offering quick integration and end-to-end visibility. - Users value the **predictable pricing** of CubeAPM, which is significantly cheaper than other observability tools. - Users value the **real-time monitoring** capabilities of CubeAPM, enhancing observability and reducing downtime effectively. ##### Cons - Users find **inadequate monitoring** for mobile apps, particularly iOS, necessitating reliance on additional tools for observability. - Users note the **lack of key features** in CubeAPM, particularly for mobile and cybersecurity monitoring. - Users note the **feature deficiency** in CubeAPM's mobile monitoring and AI-driven observability capabilities. - Users find CubeAPM has **limited features** for mobile app monitoring, particularly lacking in AI-driven observability. - Users find the **feature limitations** of CubeAPM restrict its effectiveness, especially for mobile app monitoring. #### What Are Recent G2 Reviews of CubeAPM? **["An Efficient Observability Solution for Modern Applications and Microservices"](https://www.g2.com/survey_responses/cubeapm-review-12491878)** **Rating:** 5.0/5.0 stars _— Hemchand Y._ [Read full review](https://www.g2.com/survey_responses/cubeapm-review-12491878) **["Solid APM with fast response times and honest pricing"](https://www.g2.com/survey_responses/cubeapm-review-12292705)** **Rating:** 4.5/5.0 stars _— Hitesh T._ [Read full review](https://www.g2.com/survey_responses/cubeapm-review-12292705) ### [Grafana Labs](https://www.g2.com/products/grafana-labs/reviews) Grafana Labs provides an open and composable monitoring and observability stack built around Grafana, the leading open source technology for dashboards and visualization. There are more than 3,000 Grafana Labs customers, including Bloomberg, Citigroup, Dell Technologies, Salesforce, and TomTom, and more than 1 million active instances of Grafana around the world. Grafana Labs helps companies manage their observability strategies with the LGTM Stack, which can be run fully managed with Grafana Cloud or self-managed with the Grafana Enterprise offerings, both featuring scalable metrics (Grafana Mimir), logs (Grafana Loki), and traces (Grafana Tempo) as well as extensive enterprise data source plugins, dashboard management, alerting, reporting, and security. Grafana Labs is backed by leading investors Lightspeed Venture Partners, Lead Edge Capital, GIC, Sequoia Capital, Coatue, and J.P. Morgan. Follow Grafana Labs on LinkedIn and Twitter or visit https://grafana.com. **Average Rating:** 4.5/5.0 **Total Reviews:** 158 #### How Do G2 Users Rate Grafana Labs? - **Usage Monitoring:** 9.2/10 (Category avg: 9.1/10) - **Ease of Use:** 8.5/10 (Category avg: 8.8/10) - **Dashboards and Visualizations:** 9.6/10 (Category avg: 8.9/10) - **Reporting:** 8.0/10 (Category avg: 8.6/10) #### Who Is the Company Behind Grafana Labs? - **Seller:** [Grafana Labs](https://www.g2.com/sellers/grafana-labs) - **Year Founded:** 2014 - **HQ Location:** New York - **Twitter:** @grafana 71,444 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=55deb351586ac844302bd5b232ffaab97f2744e502c2117dd39cd597287e80d7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F11062162%2F&secure%5Burl_type%5D=linkedin_company_website) 1,842 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Software Engineer, DevOps Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 45% Medium, 28% Large #### What Do G2 Reviewers Say About Grafana Labs? _AI-generated summary from verified user reviews_ ##### Pros - Users praise Grafana for its **intuitive and flexible data visualization** , enhancing their ability to monitor performance effectively. - Users appreciate the **ease of use** of Grafana, enjoying seamless integration and intuitive dashboard setup for monitoring. - Users value the **intuitive and flexible dashboard usability** of Grafana, enhancing their data visualization experience effortlessly. - Users value the **real-time monitoring** capabilities of Grafana Labs, enabling effective visualization and quick response to system performance. - Users value the **flexibility and clarity** of Grafana for effective monitoring and visualization of metrics. ##### Cons - Users find the **learning curve steep** , with initial setup, navigation, and documentation proving challenging for new users. - Users often face a **complex setup** process with Grafana Labs, making initial dashboard configuration challenging for newcomers. - Users find the **learning difficulty** of Grafana frustrating, especially with complex setups and a clumsy interface. - Users find the **difficult learning curve** challenging, particularly when creating advanced dashboards or configurations. - Users find the **initial setup and configuration complex** , making it challenging for newcomers to effectively utilize Grafana Labs. #### What Are Recent G2 Reviews of Grafana Labs? **["Single Pane of Glass Dashboards Built in Minutes—No SQL Needed"](https://www.g2.com/survey_responses/grafana-labs-review-13207743)** **Rating:** 4.5/5.0 stars _— Abhinav C._ [Read full review](https://www.g2.com/survey_responses/grafana-labs-review-13207743) **["Stunning, Customizable Visualizations That Turn Metrics Into Actionable Graphs"](https://www.g2.com/survey_responses/grafana-labs-review-13207906)** **Rating:** 4.5/5.0 stars _— Mitul C._ [Read full review](https://www.g2.com/survey_responses/grafana-labs-review-13207906) #### What Are G2 Users Discussing About Grafana Labs? - [What framework does Grafana use?](https://www.g2.com/discussions/what-framework-does-grafana-use) - [What are the components of Grafana?](https://www.g2.com/discussions/what-are-the-components-of-grafana) - [What are the benefits of Grafana?](https://www.g2.com/discussions/what-are-the-benefits-of-grafana) - [What is Grafana software used for?](https://www.g2.com/discussions/what-is-grafana-software-used-for) ### [Nexthink](https://www.g2.com/products/nexthink/reviews) Nexthink is the leader in digital employee experience management software. The company provides IT leaders with unprecedented insight allowing them to see, diagnose and fix issues at scale impacting employees anywhere, with any application or network, before employees notice the issue. Through agentic AI and cutting-edge solutions, Nexthink enables thousands of customers to provide better digital experiences and enhanced employee productivity to millions of employees. Dual headquartered in Lausanne, Switzerland and Boston, Massachusetts, Nexthink has 9 offices worldwide. **Average Rating:** 4.6/5.0 **Total Reviews:** 352 #### How Do G2 Users Rate Nexthink? - **Usage Monitoring:** 8.6/10 (Category avg: 9.1/10) - **Ease of Use:** 8.5/10 (Category avg: 8.8/10) - **Dashboards and Visualizations:** 8.7/10 (Category avg: 8.9/10) - **Reporting:** 8.7/10 (Category avg: 8.6/10) #### Who Is the Company Behind Nexthink? - **Seller:** [Nexthink](https://www.g2.com/sellers/nexthink) - **Company Website:** www.nexthink.com - **Year Founded:** 2004 - **HQ Location:** Prilly, CH - **Twitter:** @NexthinkNews 3,279 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c65eeda3344a46edaf42163953561bb1d4482dbd1181c1a70d40f758cb76a2ad&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F92771%2F&secure%5Burl_type%5D=linkedin_company_website) 1,173 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Project Manager - **Top Industries:** Information Technology and Services, Financial Services - **Company Size:** 83% Large, 12% Medium #### What Do G2 Reviewers Say About Nexthink? _AI-generated summary from verified user reviews_ ##### Pros - Users highlight the **ease of use** of Nexthink, making implementation and monitoring a seamless experience. - Users appreciate the **comprehensive insights** from Nexthink, enhancing IT performance and employee experience significantly. - Users value the **intuitive design and real-time analytics** of Nexthink, enhancing the Digital Employee Experience effectively. - Users value the **issue detection capabilities** of Nexthink, enhancing automation and proactive problem-solving for better productivity. - Users value the **automation capabilities** of Nexthink, enhancing user experience and aligning IT with business objectives. ##### Cons - Users find the **difficult learning curve** of Nexthink challenging, particularly for first-time setup and understanding features. - Users find the **steep learning curve** a barrier for casual use, requiring specialized training for effective data analysis. - Users find the **complexity** in setup and data limits make it challenging to fully utilize Nexthink's features. - Users find the **high prices** of Nexthink to be a significant drawback, limiting its accessibility and flexibility. - Users find a **steep learning curve** with Nexthink, requiring extensive training to effectively use its features. #### What Are Recent G2 Reviews of Nexthink? **["Nexthink Has Become a Core Platform for DEX, Visibility, and Automation."](https://www.g2.com/survey_responses/nexthink-review-13163082)** **Rating:** 5.0/5.0 stars _— Ben J._ [Read full review](https://www.g2.com/survey_responses/nexthink-review-13163082) **["One year with Nexthink transformed my career"](https://www.g2.com/survey_responses/nexthink-review-11699586)** **Rating:** 5.0/5.0 stars _— Ryan W._ [Read full review](https://www.g2.com/survey_responses/nexthink-review-11699586) #### What Are G2 Users Discussing About Nexthink? - [What is Nexthink used for?](https://www.g2.com/discussions/what-is-nexthink-used-for) - 1 comment - [What is the digital adoption process?](https://www.g2.com/discussions/what-is-the-digital-adoption-process) - 1 comment - [What is a digital adoption platform?](https://www.g2.com/discussions/what-is-a-digital-adoption-platform) - 1 comment ### [NetApp ONTAP Data Management Software](https://www.g2.com/products/netapp-ontap-data-management-software/reviews) Simplify your data infrastructure—from the edge to the core to the cloud—with the industry's leading enterprise data management software. **Average Rating:** 4.4/5.0 **Total Reviews:** 79 #### How Do G2 Users Rate NetApp ONTAP Data Management Software? - **Ease of Use:** 8.6/10 (Category avg: 8.8/10) #### Who Is the Company Behind NetApp ONTAP Data Management Software? - **Seller:** [NetApp](https://www.g2.com/sellers/netapp) - **Year Founded:** 1992 - **HQ Location:** Sunnyvale, California - **Twitter:** @NetApp 118,015 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=03ef34693caf2db4f0f1b0b6f59cc875a5d965731467ae3f27332b9e672139a7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2105%2F&secure%5Burl_type%5D=linkedin_company_website) 12,682 employees on LinkedIn® - **Ownership:** NASDAQ #### Who Uses This Product? - **Top Industries:** Information Technology and Services, Banking - **Company Size:** 46% Large, 39% Medium #### What Do G2 Reviewers Say About NetApp ONTAP Data Management Software? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **robust data security** offered by NetApp ONTAP, ensuring protection against ransomware and data breaches. - Users value the **reliability** of NetApp ONTAP, ensuring data protection and fast recovery in hybrid environments. - Users commend the **powerful architecture** of NetApp ONTAP for standardizing data management across various environments seamlessly. - Users value the **seamless cloud integration** of NetApp ONTAP, enhancing data management across hybrid environments. - Users appreciate the **autonomous ransomware protection** and security features of NetApp ONTAP, ensuring robust data safety. ##### Cons - Users note the **high cost** of NetApp ONTAP, making it less accessible for smaller environments and budgets. - Users find the **complexity of licensing and features** of NetApp ONTAP challenging, especially for smaller environments. - Users face **complexity issues** with licensing and configuration, making it challenging for smaller environments to manage effectively. - Users find the **initial setup complex** , especially for those unfamiliar with encryption and key management solutions. - Users face **integration challenges** that complicate the maintenance and setup of NetApp ONTAP Data Management Software. #### What Are Recent G2 Reviews of NetApp ONTAP Data Management Software? **["Simple, Reliable Data Management with Powerful Snapshots, Replication, and Efficiency"](https://www.g2.com/survey_responses/netapp-ontap-data-management-software-review-12226092)** **Rating:** 5.0/5.0 stars _— HARIOM S._ [Read full review](https://www.g2.com/survey_responses/netapp-ontap-data-management-software-review-12226092) **["Netapp OnTap"](https://www.g2.com/survey_responses/netapp-ontap-data-management-software-review-9937172)** **Rating:** 4.0/5.0 stars _— Steve W._ [Read full review](https://www.g2.com/survey_responses/netapp-ontap-data-management-software-review-9937172) #### What Are G2 Users Discussing About NetApp ONTAP Data Management Software? - [What is Virtual Infrastructure Management used for?](https://www.g2.com/discussions/what-is-virtual-infrastructure-management-used-for) - [What is SnapCenter NetApp?](https://www.g2.com/discussions/what-is-snapcenter-netapp) - 1 comment ### [Elastic Observability](https://www.g2.com/products/elastic-observability/reviews) OpenTelemetry-native observability for fast, AI-driven root cause analysis Search, analyze, and act with logs, metrics, and traces. SRE leaders aim to proactively prevent downtime, simplify tool stacks, and reduce toil, but multi-cloud complexity and fragmented toolsets create visibility gaps that make it hard to stay ahead. OTel-native and AI-powered, Elastic Observability ingests and correlates petabytes of telemetry across your applications, services, and infrastructure, in real-time. Accelerate troubleshooting with built-in agentic workflows and an AI Assistant that goes well beyond chat to bolster team expertise and guide investigations, grounded with context from your organizational knowledge-bases. More data, more problems? Not anymore. Most observability and logging solutions weren’t built for today’s scale. Elastic is. Our architecture is designed to handle petabytes of logs with indexing, compression, and efficient searchable storage so you can keep all the telemetry you need, without breaking the bank. Store more, spend less, and resolve issues faster with a scalable, open, and extensible platform that unifies visibility across your entire environment. **Average Rating:** 4.2/5.0 **Total Reviews:** 89 #### How Do G2 Users Rate Elastic Observability? - **Usage Monitoring:** 8.9/10 (Category avg: 9.1/10) - **Ease of Use:** 7.3/10 (Category avg: 8.8/10) - **Dashboards and Visualizations:** 8.9/10 (Category avg: 8.9/10) - **Reporting:** 7.2/10 (Category avg: 8.6/10) #### Who Is the Company Behind Elastic Observability? - **Seller:** [Elastic](https://www.g2.com/sellers/elastic) - **Company Website:** www.elastic.co - **Year Founded:** 2012 - **HQ Location:** San Francisco, CA - **Twitter:** @elastic 65,200 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bc8e533876f16af617380aaa3922cb6a39a1d6233f0b32a0fa987a5fdffd799e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F814025%2F&secure%5Burl_type%5D=linkedin_company_website) 5,079 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 52% Large, 48% Medium #### What Do G2 Reviewers Say About Elastic Observability? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **intuitive user interface** of Elastic Observability, making it easy to navigate and set up. - Users value the **real-time alerting capabilities** of Elastic Observability, enhancing proactive monitoring and system insights. - Users appreciate the **excellent log collection** capabilities of Elastic Observability, streamlining their monitoring and analysis tasks. - Users appreciate the **excellent monitoring capabilities** of Elastic Observability, simplifying their data collection and analysis processes. - Users value the **easy integration and flexibility** of Elastic Observability, enhancing troubleshooting and operational visibility. ##### Cons - Users find the **learning curve steep** , requiring significant training and knowledge to effectively utilize Elastic Observability. - Users find the **difficult learning** curve challenging, particularly for teams unfamiliar with Elastic Stack and ELK. - Users find it frustrating that there is **limited integration and alerting for log management** , which complicates log visibility. - Users find the **learning difficulty** daunting, especially when navigating extensive logs and advanced features for the first time. - Users struggle with **log management issues** , facing challenges with alerting, APM integration, and lack of centralized log viewing. #### What Are Recent G2 Reviews of Elastic Observability? **["Insightful, But Needs Improved Customization"](https://www.g2.com/survey_responses/elastic-observability-review-12668298)** **Rating:** 4.0/5.0 stars _— Sam ._ [Read full review](https://www.g2.com/survey_responses/elastic-observability-review-12668298) **["APM is a Game-Changer for GKE Infrastructure"](https://www.g2.com/survey_responses/elastic-observability-review-12628710)** **Rating:** 5.0/5.0 stars _— Ever M._ [Read full review](https://www.g2.com/survey_responses/elastic-observability-review-12628710) #### What Are G2 Users Discussing About Elastic Observability? - [Can I use Elasticsearch as a database?](https://www.g2.com/discussions/can-i-use-elasticsearch-as-a-database) - [Can I use Elasticsearch for free?](https://www.g2.com/discussions/can-i-use-elasticsearch-for-free) - 1 comment - [What is elastic search?](https://www.g2.com/discussions/what-is-elastic-search) - [What is elastic search used for?](https://www.g2.com/discussions/what-is-elastic-search-used-for) ### [Middleware](https://www.g2.com/products/middleware/reviews) Middleware is a full-stack observability platform designed to help users monitor and debug their applications by consolidating all metrics, logs, and traces into a single unified timeline. This solution is particularly beneficial for developers and DevOps teams, as it allows them to identify root causes of issues and resolve them in real time. By breaking down data silos, Middleware enhances visibility across various components of an application, ultimately leading to reduced downtime and improved user experiences. The target audience for Middleware includes businesses of all sizes, from startups to large enterprises, that rely on complex software infrastructures. These organizations often face challenges in monitoring their applications effectively, especially when dealing with multiple data sources. Middleware addresses these challenges by providing a comprehensive suite of monitoring tools that cater to diverse use cases. For instance, teams can leverage log monitoring to track application performance, while real-time monitoring capabilities ensure that any anomalies are detected and addressed promptly. Key features of Middleware include log monitoring, application performance management (APM), infrastructure monitoring, and synthetic monitoring. The unified dashboard is a standout feature, allowing users to view all relevant data—metrics, logs, and traces—consolidated in one place. This holistic view simplifies the debugging process, enabling teams to quickly pinpoint issues and implement solutions. Additionally, Middleware offers alerting and notification functionalities that keep users informed of critical events, ensuring that they can respond to potential problems before they escalate. Root-cause analysis is another essential aspect of Middleware, empowering teams to investigate and understand the underlying factors contributing to application issues. This feature not only aids in immediate problem resolution but also helps in preventing similar issues from arising in the future. Furthermore, the integration of LLM observability enhances the platform's capabilities, providing deeper insights into application behavior and performance. Overall, Middleware stands out in the observability landscape by offering a comprehensive, user-friendly platform that integrates various monitoring tools into a cohesive experience. Its focus on real-time insights and root-cause analysis makes it a valuable asset for organizations looking to optimize their software performance and enhance user satisfaction. **Average Rating:** 4.7/5.0 **Total Reviews:** 54 #### How Do G2 Users Rate Middleware? - **Usage Monitoring:** 8.9/10 (Category avg: 9.1/10) - **Ease of Use:** 9.0/10 (Category avg: 8.8/10) - **Dashboards and Visualizations:** 8.5/10 (Category avg: 8.9/10) - **Reporting:** 8.8/10 (Category avg: 8.6/10) #### Who Is the Company Behind Middleware? - **Seller:** [Middleware](https://www.g2.com/sellers/middleware) - **Company Website:** middleware.io - **Year Founded:** 2014 - **HQ Location:** San Francisco, California - **Twitter:** @middleware\_labs 301 Twitter followers - **LinkedIn® Page:** [linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7ad1a2664aa3ef30a485d865c050798cf4dec974792a2016daaecd9a31ebb2c7&secure%5Burl%5D=https%3A%2F%2Flinkedin.com%2Fcompany%2Fmiddleware-labs&secure%5Burl_type%5D=linkedin_company_website) 56 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 73% Small, 16% Large #### What Do G2 Reviewers Say About Middleware? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **real-time monitoring** capabilities of Middleware, streamlining diagnostics and enhancing efficiency across environments. - Users appreciate the **ease of use** of Middleware, enjoying a seamless setup and intuitive dashboard for efficient monitoring. - Users value the **real-time monitoring** of Middleware, enhancing issue resolution across various environments efficiently. - Users value the **unified real-time dashboard** of Middleware, which simplifies issue diagnostics across diverse environments. - Users value the **easy setup** of Middleware, allowing teams to quickly onboard and manage their monitoring efficiently. ##### Cons - Users often face **integration issues** with middleware, particularly needing better support for advanced configurations and legacy systems. - Users find the **configuration complexity** of Middleware can be challenging initially but manageable with experience and support. - Users find the **learning curve steep** , with challenging onboarding and complex configurations for first-time users. - Users experience a **slight learning curve** with Middleware, especially when exploring its more complex features and integrations. - Users find the **complex setup** daunting, with a steep learning curve and manual configurations that slow deployment. #### What Are Recent G2 Reviews of Middleware? **["Powerful Monitoring Platform with Smooth Integration"](https://www.g2.com/survey_responses/middleware-review-11564158)** **Rating:** 4.5/5.0 stars _— Mohil M._ [Read full review](https://www.g2.com/survey_responses/middleware-review-11564158) **["Improved visibility into performance after deployments"](https://www.g2.com/survey_responses/middleware-review-12380659)** **Rating:** 5.0/5.0 stars _— Verified User in Information Technology and Services_ [Read full review](https://www.g2.com/survey_responses/middleware-review-12380659) ### [Azure Monitor](https://www.g2.com/products/azure-monitor/reviews) Azure Monitor is a comprehensive monitoring solution designed to maximize the availability and performance of applications and services across cloud and on-premises environments. It collects, analyzes, and acts on telemetry data, providing deep insights into system behavior and facilitating proactive issue resolution. By offering end-to-end observability, Azure Monitor enables organizations to maintain optimal operational health and enhance user experiences. Key Features and Functionality: - Unified Monitoring: Azure Monitor provides a centralized platform to monitor applications, infrastructure, and networks, offering a holistic view of system performance. - Data Collection and Analysis: It collects diverse telemetry data, including metrics, logs, and traces, and utilizes powerful analytics tools to identify trends and anomalies. - Visualization Tools: The service offers customizable dashboards and workbooks, enabling users to visualize data effectively and gain actionable insights. - Alerting and Automation: Azure Monitor supports near-real-time alerts and automated responses, allowing for prompt issue detection and resolution. - Integration Capabilities: It seamlessly integrates with Azure services, third-party tools, and on-premises systems, ensuring flexibility and extensibility. Primary Value and Problem Solving: Azure Monitor addresses the critical need for comprehensive observability in complex IT environments. By providing real-time insights and proactive monitoring, it helps organizations: - Enhance Performance: Identify and resolve performance bottlenecks swiftly, ensuring optimal application and service delivery. - Ensure Availability: Detect and mitigate issues before they impact users, maintaining high availability and reliability. - Optimize Resources: Analyze usage patterns to make informed decisions about resource allocation and cost management. - Support Compliance: Maintain security and compliance standards through continuous monitoring and auditing capabilities. By leveraging Azure Monitor, organizations can achieve operational excellence, improve user satisfaction, and drive business success through informed, data-driven decisions. **Average Rating:** 4.3/5.0 **Total Reviews:** 91 #### How Do G2 Users Rate Azure Monitor? - **Usage Monitoring:** 8.8/10 (Category avg: 9.1/10) - **Ease of Use:** 8.5/10 (Category avg: 8.8/10) - **Dashboards and Visualizations:** 8.5/10 (Category avg: 8.9/10) - **Reporting:** 8.6/10 (Category avg: 8.6/10) #### Who Is the Company Behind Azure Monitor? - **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft) - **Year Founded:** 1975 - **HQ Location:** Redmond, Washington - **Twitter:** @microsoft 13,091,739 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9458f51bd6ded48ad432a804f19ad736469f007787569b63827154231c315630&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmicrosoft%2F&secure%5Burl_type%5D=linkedin_company_website) 231,632 employees on LinkedIn® - **Ownership:** MSFT #### Who Uses This Product? - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 38% Large, 31% Medium #### What Do G2 Reviewers Say About Azure Monitor? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **proactive alerting systems** of Azure Monitor that enhance visibility and prevent issues before they escalate. - Users appreciate the **unified full-stack visibility** of Azure Monitor, transforming chaos into clarity with comprehensive insights. - Users appreciate the **unified full-stack visibility** of Azure Monitor, enhancing clarity in monitoring apps and infrastructure. - Users value the **unified full-stack visibility** of Azure Monitor, enhancing proactive monitoring and clarity across apps and infrastructure. - Users value the **unified full-stack visibility** of Azure Monitor, enhancing clarity and proactive optimization across their systems. ##### Cons - Users find the **complex debugging** process challenging, as the overwhelming interface impacts usability and setup efficiency. - Users find the **complexity of metrics and alert setups** in Azure Monitor can lead to confusion and increased costs. - Users find the **alerting noise and complex setups** to be overwhelming, impacting their overall experience with Azure Monitor. - Users find the **interface overwhelming** due to excessive options, suggesting a need for improved usability through consolidation. - Users often find the **complex setup** of Azure Monitor to be cumbersome and prone to alerting noise. #### What Are Recent G2 Reviews of Azure Monitor? **["Centralized Monitoring That Makes Troubleshooting Fast and Painless"](https://www.g2.com/survey_responses/azure-monitor-review-12927432)** **Rating:** 4.0/5.0 stars _— Ayçe M._ [Read full review](https://www.g2.com/survey_responses/azure-monitor-review-12927432) **["Full-Stack Monitoring Across Infrastructure, Apps, Logs, and Metrics"](https://www.g2.com/survey_responses/azure-monitor-review-13028581)** **Rating:** 4.5/5.0 stars _— Neeraj J._ [Read full review](https://www.g2.com/survey_responses/azure-monitor-review-13028581) #### What Are G2 Users Discussing About Azure Monitor? - [What is your primary use case for Azure Monitor, and how has it impacted your application performance monitoring?](https://www.g2.com/discussions/what-is-your-primary-use-case-for-azure-monitor-and-how-has-it-impacted-your-application-performance-monitoring) - 1 comment - [What is Azure Monitor used for?](https://www.g2.com/discussions/azure-monitor-what-is-azure-monitor-used-for) - [What is the difference between Azure Monitor and log analytics?](https://www.g2.com/discussions/what-is-the-difference-between-azure-monitor-and-log-analytics) - [Is Azure monitor free?](https://www.g2.com/discussions/is-azure-monitor-free) - 1 comment - [What is the use of log analytics workspace?](https://www.g2.com/discussions/what-is-the-use-of-log-analytics-workspace) ### [IBM SevOne](https://www.g2.com/products/ibm-sevone/reviews) IBM® SevOne, now part of the Concert platform, gives NetOps teams deep, real-time visibility into hybrid cloud and SD-WAN performance — combining network-layer intelligence and app-aware insights to speed up resolution, reduce complexity, and ensure seamless digital experiences. In a world of hybrid clouds and ever-rising user expectations, downtime is not an option. IBM SevOne 8.0 equips NetOps teams with real-time, unified visibility across complex networks—from SD-WAN and multi-cloud (AWS, GCP, Azure) to Kubernetes. Built for speed and scale, it reduces time-to-value with native widget deployment, enhances diagnostics with advanced Flow Filters, and integrates seamlessly with vendors like Cisco, Aruba, and Palo Alto. The result? A cloud-smart, app-aware network that proactively detects issues before they impact users. With SevOne, you don’t just monitor. You take control of the future of network observability—today. **Average Rating:** 4.3/5.0 **Total Reviews:** 70 #### How Do G2 Users Rate IBM SevOne? - **Usage Monitoring:** 9.0/10 (Category avg: 9.1/10) - **Ease of Use:** 7.9/10 (Category avg: 8.8/10) - **Dashboards and Visualizations:** 8.3/10 (Category avg: 8.9/10) - **Reporting:** 8.0/10 (Category avg: 8.6/10) #### Who Is the Company Behind IBM SevOne? - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Year Founded:** 1911 - **HQ Location:** Armonk, New York, United States - **Twitter:** @IBMSecurity 74,660 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=14b544adaece4fdbc987f1d7f7028048c22259946811200cc751263825586af9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1009%2F&secure%5Burl_type%5D=linkedin_company_website) 328,202 employees on LinkedIn® - **Ownership:** SWX:IBM #### Who Uses This Product? - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 38% Medium, 32% Large #### What Do G2 Reviewers Say About IBM SevOne? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **real-time monitoring capabilities** of IBM SevOne, enhancing network performance and proactive issue resolution. - Users highlight the **reliability** of IBM SevOne, enabling proactive monitoring and efficient issue resolution. - Users value the **real-time monitoring capabilities** of IBM SevOne, enabling effective management of complex environments and ensuring visibility. - Users value the **customizable dashboards** of IBM SevOne, enhancing visibility and improving network management efficiency. - Users value the **customizable app-centric dashboards** of IBM SevOne, offering excellent visibility and proactive network monitoring. ##### Cons - Users often face a **steep learning curve** with IBM SevOne, making setup and customization challenging and time-consuming. - Users experience a **difficult learning curve** , as setup and customization demand significant time and effort to master. - Users report a **complex setup** and steep learning curve, requiring significant effort to customize and utilize effectively. - Users find the **complexity** of IBM SevOne's UI and setup process daunting, especially for new or casual users. - Users find the **complex configuration** of IBM SevOne daunting, especially for new or less technical users. #### What Are Recent G2 Reviews of IBM SevOne? **["Real-Time Insights That Empower Network Teams"](https://www.g2.com/survey_responses/ibm-sevone-review-11712084)** **Rating:** 4.0/5.0 stars _— Ravi S._ [Read full review](https://www.g2.com/survey_responses/ibm-sevone-review-11712084) **["Powerful and Scalable, But Be Ready for a Learning Curve"](https://www.g2.com/survey_responses/ibm-sevone-review-11793711)** **Rating:** 4.5/5.0 stars _— Rahul S._ [Read full review](https://www.g2.com/survey_responses/ibm-sevone-review-11793711) #### What Are G2 Users Discussing About IBM SevOne? - [What is the main objective of Software Defined Networking SDN?](https://www.g2.com/discussions/what-is-the-main-objective-of-software-defined-networking-sdn) - [What are the characteristics of a software defined networking or SDN system?](https://www.g2.com/discussions/what-are-the-characteristics-of-a-software-defined-networking-or-sdn-system) - [What are the key features of SDN?](https://www.g2.com/discussions/what-are-the-key-features-of-sdn) - 1 comment - [What are the features of software defined networking?](https://www.g2.com/discussions/what-are-the-features-of-software-defined-networking) ### [Checkmk](https://www.g2.com/products/checkmk/reviews) Checkmk is a full-stack monitoring and observability platform designed to provide unified visibility into hybrid IT infrastructures. With more than 2,000 built-in integrations, it offers broad coverage across networks, servers, cloud workloads, Kubernetes and applications. The platform is highly automated, featuring auto-discovery of hosts and services and rule-based configuration to reduce manual setup. It is highly scalable, capable of efficiently monitoring thousands of hosts and millions of services. A central web-based interface allows users to manage configuration, visualize data with customizable dashboards, and track system performance over time. Checkmk is available as packages for all common Linux distributions, as a virtual or physical appliance, through AWS and Azure Marketplace images, or as SaaS. Checkmk is available in four editions: Checkmk Community offers free and open source monitoring for small infrastructures. Checkmk Pro allows for monitoring at speed and scale for data center infrastructures. Checkmk Ultimate offers full-stack observability for hybrid and cloud-native infrastructures which is also available with multi-tenancy and data segregation to support security and compliance. And Checkmk Cloud for full-stack observability for hybrid and cloud-native infrastructures in a SaaS platform. Available extensions include synthetic monitoring and OpenTelemetry for application monitoring. The Checkmk Relay enables secure data collection for segmented networks using outbound-only communication, supporting fully air-gapped and zero-inbound monitoring deployments. Checkmk supports integration with ITSM tools and third-party platforms, enabling automatic ticket creation and consistent alerting. Features such as forecasting, capacity planning, and asset inventory as well as lifecycle management and auto-registration help teams manage dynamic IT environments. Monitoring capabilities: - Monitoring of hybrid infrastructures: cloud, on-premises, virtual, and container environments. - 2000+ built-in integrations networks, servers, cloud workloads, Kubernetes and applications out-of-the-box dashboards provide key metrics for AWS and Azure environments, Linux and Windows servers, and Kubernetes clusters. - Automated discovery and configuration. - Alerting with native ITSM integrations. Operational benefits: - Provides insights into system health, capacity trends, and future resource needs through built-in assessments and forecasting tools. - Reduces manual effort with auto-discovery, rule-based configuration, and centralized agent management as well as auto-registration and host lifecycle management. - Accelerates incident response time by using custom self-healing workflows via the ‘Alert Handler’. - Allows creation of tailored dashboards and views to focus on the most relevant metrics for each team. - Maintains an up-to-date inventory of hardware and software assets, enriched with live monitoring data. - Supports distributed monitoring and can handle massive amounts of data. Why choose Checkmk? - Cost Efficiency: Transparent pricing model with a strong price-performance ratio - Security: Meets stringent security requirements, including fully air-gapped deployments and zero-inbound monitoring. - Visibility: Delivers broad and deep visibility with flexible deployment options. - Scalability: Scales efficiently to support large, distributed environments with high host and service counts. - Extensibility: Supports custom plug-ins, integrations, synthetic monitoring to monitor you applications from the user’s perspective and OpenTelemetry for application monitoring. Customers include: Adobe, Cloudera, Fujitsu, Siemens, Orange, VW, HP, Zalando, Fitbit, NEC, Continental, NHL, Capgemini, Sixt, Intesa SanPaolo **Average Rating:** 4.7/5.0 **Total Reviews:** 294 #### How Do G2 Users Rate Checkmk? - **Usage Monitoring:** 8.6/10 (Category avg: 9.1/10) - **Ease of Use:** 8.1/10 (Category avg: 8.8/10) - **Dashboards and Visualizations:** 8.2/10 (Category avg: 8.9/10) - **Reporting:** 7.6/10 (Category avg: 8.6/10) #### Who Is the Company Behind Checkmk? - **Seller:** [Checkmk](https://www.g2.com/sellers/checkmk) - **Company Website:** checkmk.com - **Year Founded:** 2007 - **HQ Location:** Munich, DE - **Twitter:** @checkmk 1,755 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3ca503fe26c40a0637ffb12376dcf8580a5f90178bc7980702b688b368f8a219&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F11824415%2F&secure%5Burl_type%5D=linkedin_company_website) 231 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** IT Engineer, Systemadministrator - **Top Industries:** Information Technology and Services, Computer & Network Security - **Company Size:** 42% Medium, 40% Large #### What Do G2 Reviewers Say About Checkmk? _AI-generated summary from verified user reviews_ ##### Pros - Users find Checkmk extremely **easy to use** , appreciating its clear documentation and quick setup for effective monitoring. - Users appreciate the **flexible and powerful monitoring** capabilities of Checkmk, making it suitable for diverse IT infrastructures. - Users appreciate the **comprehensive monitoring capabilities** of Checkmk, providing visibility across diverse IT infrastructures effortlessly. - Users value the **flexibility and customization** of Checkmk, making it a versatile and powerful monitoring solution. - Users value the **real-time monitoring** capabilities of Checkmk, enabling seamless observation of applications and infrastructure. ##### Cons - Users find the **learning curve steep** , making onboarding and finding settings difficult for non-regular users. - Users find **difficult learning** curves with Checkmk, particularly in customizing dashboards and understanding complex settings. - Users find the **onboarding process and configuration overly complex** , posing challenges for new and non-regular users. - Users experience a **steep learning curve** with Checkmk, particularly for advanced configurations and custom development. - Users find the **complex setup** of Checkmk challenging, especially for non-regular users and advanced features. #### What Are Recent G2 Reviews of Checkmk? **["Enterprise grade monitoring as it should be"](https://www.g2.com/survey_responses/checkmk-review-1510115)** **Rating:** 5.0/5.0 stars _— Rolf A._ [Read full review](https://www.g2.com/survey_responses/checkmk-review-1510115) **["Efficient monitoring, but reports need improvement"](https://www.g2.com/survey_responses/checkmk-review-9773274)** **Rating:** 5.0/5.0 stars _— Martin K._ [Read full review](https://www.g2.com/survey_responses/checkmk-review-9773274) #### What Are G2 Users Discussing About Checkmk? - [Why Checkmk?](https://www.g2.com/discussions/why-checkmk) - 1 comment - [Is Check MK free?](https://www.g2.com/discussions/is-check-mk-free) - 1 comment, 1 upvote - [Is Checkmk open source?](https://www.g2.com/discussions/is-checkmk-open-source) - 8 comments - [What does Checkmk do?](https://www.g2.com/discussions/what-does-checkmk-do) - 2 comments ### [Oodle AI](https://www.g2.com/products/oodle-ai/reviews) Oodle AI is an AI-native observability platform that delivers enterprise-grade capabilities at open-source cost. Built for modern engineering teams, Oodle eliminates the complexity of managing multiple observability vendors while providing a Cursor-like debugging experience. Ask questions in plain English and get instant answers about your production systems. \*\*Enterprise Performance at Open-Source Cost\*\* Oodle delivers 60-70% cost savings compared to incumbent solutions like Datadog, while maintaining the reliability and scale enterprise teams require. The platform handles massive data volumes efficiently through intelligent indexing and storage optimization, ensuring teams never choose between comprehensive observability and budget constraints. Unified Observability, Simplified Engineering teams today struggle with fragmented tooling—separate systems for logs, metrics, and traces that create data silos and slow down incident response. Oodle brings everything together in one platform, enabling teams to correlate signals across their entire stack without switching between tools or manually piecing together information from disparate sources. \*\*AI-Native Debugging\*\* Unlike legacy observability platforms that bolt AI features onto existing architectures, Oodle was purpose-built with AI at its core. The platform offers dashboard-less debugging, where engineers can describe what they're looking for in natural language and receive instant, contextual answers. This intelligent assistance understands your infrastructure and guides you directly to root causes, dramatically reducing mean time to resolution. \*\*Built for Modern Infrastructure\*\* Oodle provides native support for Kubernetes, cloud-native architectures, and containerized workloads. The platform integrates seamlessly with existing toolchains through OpenTelemetry compatibility, PromQL support for metrics queries, and standard log ingestion protocols. Teams can migrate from existing solutions with minimal friction, often completing transitions in days rather than weeks. \*\*Key Capabilities\*\* Real-time log aggregation and search delivers sub-second query performance across petabytes of data. Metrics collection supports custom dashboards alongside AI-generated insights. Distributed tracing provides end-to-end visibility into request flows across microservices. Intelligent alerting reduces noise through automated correlation and anomaly detection. \*\*Trusted by Engineering Teams\*\* Companies across industries rely on Oodle to monitor production systems. Customers consistently highlight the platform's ease of use, rapid time-to-value, and responsive support as key differentiators. Migration experiences are smooth, with dedicated assistance ensuring teams achieve full observability within their first week. \*\*Why Teams Choose Oodle\*\* Engineering organizations select Oodle when they want powerful observability without the complexity and cost of traditional enterprise tools. The platform is ideal for teams scaling infrastructure, consolidating multiple monitoring solutions, or seeking smarter debugging capabilities. With Oodle, engineers spend less time navigating dashboards and more time building products. Oodle AI represents the next generation of observability—intelligent, unified, and cost-effective. **Average Rating:** 4.7/5.0 **Total Reviews:** 27 #### How Do G2 Users Rate Oodle AI? - **Usage Monitoring:** 9.7/10 (Category avg: 9.1/10) - **Ease of Use:** 9.2/10 (Category avg: 8.8/10) - **Dashboards and Visualizations:** 9.8/10 (Category avg: 8.9/10) - **Reporting:** 10.0/10 (Category avg: 8.6/10) #### Who Is the Company Behind Oodle AI? - **Seller:** [Oodle AI](https://www.g2.com/sellers/oodle-ai) - **Year Founded:** 2023 - **HQ Location:** San Jose, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=13701fb62bdf83d34eb6329c2a9600abd1640dcf830de8940954fa5f673ab86b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Foodle-ai&secure%5Burl_type%5D=linkedin_company_website) 8 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Software - **Company Size:** 70% Small, 26% Medium #### What Do G2 Reviewers Say About Oodle AI? _AI-generated summary from verified user reviews_ ##### Pros - Users praise the **excellent customer support** of Oodle AI, finding it responsive and efficient for their needs. - Users commend Oodle AI for its **superb debugging experience** , saving engineers time and reducing frustration immensely. - Users find Oodle AI extremely **easy to use** , streamlining workflows and enhancing productivity for engineers. - Users highlight the **cost efficiency** of Oodle AI, saving time and reducing frustration during the debugging process. - Users value the **AI-based UI** of Oodle AI, which simplifies debugging and dashboard creation with plain English commands. #### What Are Recent G2 Reviews of Oodle AI? **["Reliable, cost-efficient observability platform that just works"](https://www.g2.com/survey_responses/oodle-ai-review-12603627)** **Rating:** 5.0/5.0 stars _— Madhur S._ [Read full review](https://www.g2.com/survey_responses/oodle-ai-review-12603627) **["Efficient Incident Debugging with AI-Driven Observability"](https://www.g2.com/survey_responses/oodle-ai-review-12611338)** **Rating:** 5.0/5.0 stars _— Nishant C._ [Read full review](https://www.g2.com/survey_responses/oodle-ai-review-12611338) ### [Rakuten SixthSense Observability](https://www.g2.com/products/rakuten-sixthsense-observability/reviews) In today's digital landscape, businesses need a powerful and comprehensive Application Performance Monitoring (APM) solution to stay ahead of the curve. Introducing Rakuten SixthSense Observability - a next-generation APM tool that transforms the way you monitor, analyze, and optimize your applications and infrastructure. With its robust suite of features and advanced analytics, Rakuten SixthSense Observability empowers you to proactively identify and resolve issues, streamline operations, and enhance customer experiences. Key Capabilities: • Comprehensive Monitoring and Alerting: Rakuten SixthSense Observability offers end-to-end monitoring of your applications, infrastructure, and network performance. With real-time alerting and customizable dashboards, you can quickly detect issues and gain actionable insights into the health and performance of your systems. • Distributed Tracing and Correlation: Gain full visibility into your application's performance with distributed tracing, which tracks transactions and requests across multiple services and components. This feature helps you identify bottlenecks, latency issues, and errors, making it easier to optimize your application and enhance customer experiences. • Anomaly Detection and Machine Learning: Leverage Rakuten SixthSense's advanced machine learning capabilities to automatically identify unusual patterns and deviations in application performance and resource utilization. This proactive approach enables you to detect and resolve issues before they impact your business and customers. • Advanced Analytics and Visualization: Rakuten SixthSense's rich data visualization and analytics tools allow you to dive deep into your application performance data. Generate custom reports, analyze trends, and uncover hidden patterns that can drive continuous improvement and optimization. • Log Management and Integration: Effortlessly collect, analyze, and store logs from various sources with Rakuten SixthSense's integrated log management feature. This seamless integration enables you to correlate log data with performance metrics and traces, providing a comprehensive understanding of your application's behaviour. • Scalability and Flexibility: Rakuten SixthSense Observability is built to scale with your growing business needs, supporting a wide range of applications, services, and infrastructure. Its flexible architecture allows you to customize the tool to your specific requirements and integrate it with other monitoring and observability solutions. Current Feature set: • Application Performance Monitoring: Full stack visibility across Java, PHP, Node.js, Python, Go and a lot more! Key Features include, Distributed Tracing, Profiling, Database Monitoring • Infrastructure Monitoring: Get a birds-eye view of your infrastructure health and gain granular insights with easy deployment Key Features include Kubernetes, VMs, Web Servers, Cloud Integrations • Digital Experience Monitoring: Improve the end-user experience of your applications mapped with contextual information of application performance metrics • Browser Monitoring: Metrics to optimize end users’ experience and help in improving application performance. • Mobile Monitoring: Monitor crashes, performance & usage metrics for your mobile applications • Synthetic Monitoring: Stimulate end-user transactions using low code, no code test scripts • VM Monitoring: VM monitoring capability lets you view your infrastructure performance and health of servers, virtual machines, containers, databases etc. at a glance. • SixthSense Cognitive Engine: Modern observability and the proactive approach using artificial intelligence. The application uses different AI/ML algorithms that can predict performance metrics with an accuracy of up to 98% and a confidence level of 90%. **Average Rating:** 4.6/5.0 **Total Reviews:** 52 #### How Do G2 Users Rate Rakuten SixthSense Observability? - **Usage Monitoring:** 9.4/10 (Category avg: 9.1/10) - **Ease of Use:** 9.3/10 (Category avg: 8.8/10) - **Dashboards and Visualizations:** 8.6/10 (Category avg: 8.9/10) - **Reporting:** 8.9/10 (Category avg: 8.6/10) #### Who Is the Company Behind Rakuten SixthSense Observability? - **Seller:** [Rakuten SixthSense](https://www.g2.com/sellers/rakuten-sixthsense-f1af4c23-8be7-4bf4-a775-a4d50eebce5d) - **Year Founded:** 2016 - **HQ Location:** Bengaluru, IN - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=56b248cb58d0ee9d638f70976e5e005d45b5ce20f9d29e7f666aae203e30aa49&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frakuten-sixthsense%2F&secure%5Burl_type%5D=linkedin_company_website) 5 employees on LinkedIn® - **Ownership:** TYO: 4755 #### Who Uses This Product? - **Who Uses This:** Senior Software Engineer - **Top Industries:** Information Technology and Services, Computer Games - **Company Size:** 47% Large, 38% Medium #### What Do G2 Reviewers Say About Rakuten SixthSense Observability? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **deep visibility** into application performance provided by Rakuten SixthSense, enhancing proactive anomaly detection and decision-making. - Users appreciate the **efficient alerting system** , enabling quick transitions from alerts to code resolution in one dashboard. - Users value the **excellent customer support** of Rakuten SixthSense, enhancing their experience with the platform. - Users appreciate the **ease of use** of Rakuten SixthSense Observability, simplifying troubleshooting with an intuitive interface. - Users appreciate the **easy implementation** of Rakuten SixthSense Observability, making monitoring and debugging straightforward and efficient. ##### Cons - Users find the **complex setup** challenging, requiring significant onboarding effort despite responsive support for customization. - Users find the **poor documentation** of Rakuten SixthSense Observability lacking, hindering effective use and onboarding. - Users report **false positive alerts** and desire enhanced functionality for timely error record displays and notifications. - Users note the **inefficient alert system** , citing frequent false positives and lacking desired dashboard reporting features. - Users feel that **documentation needs improvement** to enhance the overall usability and user experience of the tool. #### What Are Recent G2 Reviews of Rakuten SixthSense Observability? **["A very good SAAS monitoring & observability tool"](https://www.g2.com/survey_responses/rakuten-sixthsense-observability-review-11287792)** **Rating:** 5.0/5.0 stars _— Verified User in Computer Games_ [Read full review](https://www.g2.com/survey_responses/rakuten-sixthsense-observability-review-11287792) **["Great monitoring tool!"](https://www.g2.com/survey_responses/rakuten-sixthsense-observability-review-8230168)** **Rating:** 5.0/5.0 stars _— Verified User in Information Technology and Services_ [Read full review](https://www.g2.com/survey_responses/rakuten-sixthsense-observability-review-8230168) ### [Google Cloud Audit Logs](https://www.g2.com/products/google-cloud-audit-logs/reviews) Google Cloud Audit Logs is a comprehensive service that automatically records administrative and data access activities within Google Cloud resources. It provides organizations with detailed logs of actions performed on their cloud infrastructure, enhancing security, compliance, and operational transparency. Key Features and Functionality: - Automatic Logging: Captures audit events across Google Cloud services without the need for manual configuration or agent installation. - Granular Log Types: Offers four distinct log categories: - Admin Activity Logs: Document administrative actions that modify resource configurations or metadata. - Data Access Logs: Record API calls that read or modify user-provided data. - System Event Logs: Track system-driven events within the cloud environment. - Policy Denied Logs: Log instances where access policies prevent certain actions. - Integrated Access Control: Utilizes Identity and Access Management (IAM) roles to manage permissions for viewing and managing audit logs. - Flexible Viewing Options: Audit logs can be accessed through the Google Cloud Console's Logs Explorer, the Google Cloud CLI, or the Logging API, providing multiple avenues for log analysis. Primary Value and User Solutions: Google Cloud Audit Logs addresses critical needs for security, compliance, and operational oversight by offering immutable and detailed records of all activities within cloud resources. This service enables organizations to monitor user actions, detect unauthorized access, and meet regulatory requirements effectively. By providing real-time insights into cloud operations, it supports proactive incident response and enhances overall governance within complex cloud infrastructures. **Average Rating:** 4.1/5.0 **Total Reviews:** 14 #### How Do G2 Users Rate Google Cloud Audit Logs? - **Usage Monitoring:** 9.1/10 (Category avg: 9.1/10) - **Ease of Use:** 8.9/10 (Category avg: 8.8/10) - **Dashboards and Visualizations:** 8.7/10 (Category avg: 8.9/10) - **Reporting:** 8.7/10 (Category avg: 8.6/10) #### Who Is the Company Behind Google Cloud Audit Logs? - **Seller:** [Google](https://www.g2.com/sellers/google) - **Year Founded:** 1998 - **HQ Location:** Mountain View, CA - **Twitter:** @google 31,899,995 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fe4a5936665c9702418dd53c477fef5a7baea08078bb117ed67e966fc581b9ec&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1441%2F&secure%5Burl_type%5D=linkedin_company_website) 341,888 employees on LinkedIn® - **Ownership:** NASDAQ:GOOG #### Who Uses This Product? - **Top Industries:** Information Technology and Services - **Company Size:** 36% Large, 36% Medium #### What Do G2 Reviewers Say About Google Cloud Audit Logs? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **detailed real-time visibility** provided by Google Cloud Audit Logs for comprehensive monitoring and analysis. - Users appreciate the **seamless integration** of Google Cloud Audit Logs with tools like Cloud Logging and BigQuery. - Users appreciate the **detailed real-time visibility** provided by Google Cloud Audit Logs, enhancing their GCP environment monitoring. ##### Cons - Users find the **difficult setup** of Google Cloud Audit Logs challenging, especially for those unfamiliar with technical aspects. - Users find navigating logs in Google Cloud Audit Logs **unintuitive** , which poses challenges for non-technical users. #### What Are Recent G2 Reviews of Google Cloud Audit Logs? **["Reliable, Detailed Logging That Enhances Security and Transparency"](https://www.g2.com/survey_responses/google-cloud-audit-logs-review-11204885)** **Rating:** 4.0/5.0 stars _— amit y._ [Read full review](https://www.g2.com/survey_responses/google-cloud-audit-logs-review-11204885) **["Unveiling the Strengths and Quirks of Google Cloud Audit Logs"](https://www.g2.com/survey_responses/google-cloud-audit-logs-review-9318264)** **Rating:** 5.0/5.0 stars _— Kushal B._ [Read full review](https://www.g2.com/survey_responses/google-cloud-audit-logs-review-9318264) #### What Are G2 Users Discussing About Google Cloud Audit Logs? - [What is Google Cloud Audit Logs used for?](https://www.g2.com/discussions/what-is-google-cloud-audit-logs-used-for) ### [ManageEngine Applications Manager](https://www.g2.com/products/manageengine-applications-manager/reviews) ManageEngine Applications Manager is an application performance & IT infrastructure monitoring solution that is designed to combat modern infrastructure problems and ensure that your business and end users are unaffected by substandard performance and downtime. By leveraging deep application performance monitoring with byte-code instrumentation, infrastructure monitoring, hybrid cloud monitoring, and digital experience monitoring from a single console, IT and DevOps teams will be able to gain code-level insights, automate their processes, pinpoint & resolve performance issues, and deliver better business outcomes. Overall, our product will help businesses optimize application usage & revenue, reduce MTTR, improve DevOps processes, migrate to the cloud with confidence, respond to incidents faster, and ensure seamless user experiences. **Average Rating:** 4.7/5.0 **Total Reviews:** 110 #### How Do G2 Users Rate ManageEngine Applications Manager? - **Usage Monitoring:** 9.5/10 (Category avg: 9.1/10) - **Ease of Use:** 9.3/10 (Category avg: 8.8/10) - **Dashboards and Visualizations:** 9.4/10 (Category avg: 8.9/10) - **Reporting:** 9.1/10 (Category avg: 8.6/10) #### Who Is the Company Behind ManageEngine Applications Manager? - **Seller:** [Zoho](https://www.g2.com/sellers/zoho-b00ca9d5-bca8-41b5-a8ad-275480841704) - **Year Founded:** 1996 - **HQ Location:** Austin, TX - **Twitter:** @Zoho 137,880 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9c8e45ddb296c32c6c5597ef9ba945c94562c57624f7bd1dcf1a9e9931f71578&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F38373%2F&secure%5Burl_type%5D=linkedin_company_website) 30,766 employees on LinkedIn® - **Phone:** +1 (888) 900-9646 #### Who Uses This Product? - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 45% Medium, 42% Large #### What Do G2 Reviewers Say About ManageEngine Applications Manager? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **comprehensive end-to-end monitoring** offered by ManageEngine Applications Manager, enhancing performance management and operational efficiency. - Users value the **monitoring capabilities** of ManageEngine Applications Manager, enabling proactive responses to system issues before client impact. - Users value the **comprehensive monitoring capabilities** of ManageEngine Applications Manager, ensuring quick issue resolution and enhanced performance. - Users appreciate the **real-time monitoring** of ManageEngine Applications Manager, facilitating prompt detection and resolution of performance issues. - Users value the **real-time visibility** in ManageEngine Applications Manager, enabling proactive issue resolution and performance monitoring. ##### Cons - Users note **limited features** , particularly in integration and scalability, which hampers effectiveness in larger environments. - Users note **integration limitations** and scalability issues, impacting usability in large enterprise environments. - Users face **integration issues** with ManageEngine Applications Manager, complicating setups and limiting compatibility with modern tools. - Users face a **steep learning curve** during initial setup, complicating the configuration of monitoring parameters in larger environments. - Users find the **initial setup complexity** to be time-consuming and challenging, especially in larger environments. #### What Are Recent G2 Reviews of ManageEngine Applications Manager? **["Comprehensive Tool for Application Performance Management"](https://www.g2.com/survey_responses/manageengine-applications-manager-review-12533668)** **Rating:** 5.0/5.0 stars _— Rashmita T._ [Read full review](https://www.g2.com/survey_responses/manageengine-applications-manager-review-12533668) **["Reliable Tool for Application Performance Monitoring for ManageEngine Applications Manager."](https://www.g2.com/survey_responses/manageengine-applications-manager-review-12516609)** **Rating:** 5.0/5.0 stars _— Ankur P._ [Read full review](https://www.g2.com/survey_responses/manageengine-applications-manager-review-12516609) #### What Are G2 Users Discussing About ManageEngine Applications Manager? - [Which of the following statistics do APM provide?](https://www.g2.com/discussions/which-of-the-following-statistics-do-apm-provide) - 1 comment - [What is APM tool?](https://www.g2.com/discussions/what-is-apm-tool) - 1 comment - [What is the use of ManageEngine?](https://www.g2.com/discussions/what-is-the-use-of-manageengine) - 1 comment - [What is ManageEngine Applications Manager?](https://www.g2.com/discussions/what-is-manageengine-applications-manager) - 1 comment ### [Netdata](https://www.g2.com/products/netdata/reviews) Netdata is an AI-driven real-time observability platform that monitors systems, containers, applications, and infrastructure across servers, cloud environments, Kubernetes clusters, and IoT devices. With zero-configuration deployment, Netdata installs instantly, automatically discovers metrics, builds dashboards, and begins monitoring without setup. Netdata AI serves as an intelligent on-call assistant, automatically investigating alerts, correlating anomalies across thousands of metrics, identifying root causes, and explaining incidents with clear, actionable recommendations. By transforming raw telemetry into AI-guided insights, Netdata helps engineering teams move from alert to resolution in minutes instead of hours. The platform collects per-second metrics through 800+ integrations across operating systems, containers, databases, applications, OpenMetrics exporters, StatsD, and logs. Its distributed architecture processes data at the edge, enabling high-resolution monitoring and visibility into short-lived performance issues that traditional monitoring tools often miss. Netdata is available as a scalable SaaS platform with Netdata Cloud or as a private deployment within your own infrastructure, supporting on-prem, private cloud, and air-gapped environments while delivering automated dashboards, ML-based anomaly detection, and real-time troubleshooting. **Average Rating:** 4.6/5.0 **Total Reviews:** 51 #### How Do G2 Users Rate Netdata? - **Usage Monitoring:** 9.4/10 (Category avg: 9.1/10) - **Ease of Use:** 9.1/10 (Category avg: 8.8/10) - **Dashboards and Visualizations:** 9.9/10 (Category avg: 8.9/10) - **Reporting:** 9.1/10 (Category avg: 8.6/10) #### Who Is the Company Behind Netdata? - **Seller:** [Netdata](https://www.g2.com/sellers/netdata) - **Year Founded:** 2018 - **HQ Location:** San Francisco, US - **Twitter:** @netdatahq 4,040 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=320a942a1dccd06e5bf76763185633f9186f923ecd7c0fd3f38324ca7a9cf83b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnetdata-cloud%2F&secure%5Burl_type%5D=linkedin_company_website) 79 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 44% Small, 43% Medium #### What Do G2 Reviewers Say About Netdata? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **ease of use** of Netdata, enjoying seamless setup and intuitive monitoring features. - Users love the **easy setup** of Netdata, enabling quick integration and management across multiple servers effortlessly. - Users value the **real-time monitoring** capabilities of Netdata, enabling effortless insights into system performance across multiple metrics. - Users value the **real-time monitoring** capabilities of Netdata, enabling proactive issue resolution and optimized system performance. - Users enjoy the **user-friendly interface** of Netdata, appreciating its intuitive design and visually appealing data presentation. ##### Cons - Users note that there are still **missing features** in Netdata compared to larger competitors, though improvements are underway. - Users find the **insufficient information** on documentation and Windows support limits their experience with Netdata. - Users find **limited compatibility** with Netdata, especially for Windows systems and third-party monitoring services. - Users note the **limited functionality** of Netdata, particularly in scalability and in-depth network analytics. - Users face **resource limitations** with Netdata, requiring powerful computers for effective data management and analysis. #### What Are Recent G2 Reviews of Netdata? **["Easy to Use with Great Real-Time Monitoring and Alerts"](https://www.g2.com/survey_responses/netdata-review-12597474)** **Rating:** 5.0/5.0 stars _— Adolfo O._ [Read full review](https://www.g2.com/survey_responses/netdata-review-12597474) **["An indispensable solution for central monitoring"](https://www.g2.com/survey_responses/netdata-review-12045598)** **Rating:** 4.5/5.0 stars _— Tade S._ [Read full review](https://www.g2.com/survey_responses/netdata-review-12045598) ### [Pandora FMS](https://www.g2.com/products/pandora-fms/reviews) Pandora FMS is a unified monitoring and observability platform designed to consolidate visibility, alerting, reporting, and automation across heterogeneous IT environments. Instead of combining multiple point tools for networks, servers, applications, and cloud services, Pandora FMS centralizes data collection and operational workflows in a single console, reducing integration effort and operational complexity in on-premise, hybrid, and multi-cloud architectures. The platform collects telemetry using multiple methods, including agents, remote checks, standard protocols (e.g., SNMP/WMI), APIs, and log/event ingestion. This enables teams to monitor infrastructure and services end-to-end, correlate signals, and maintain consistent alerting policies and dashboards across distributed estates. Pandora FMS also supports capacity and trend analysis to anticipate resource constraints and identify recurring patterns, and includes AI-assisted capabilities for anomaly detection and automated thresholds to surface hard-to-spot operational signals. Pandora FMS is extensible through a large plugin ecosystem (500+ plugins and integrations), covering a wide range of enterprise and infrastructure technologies such as SAP, Oracle, Citrix, JBoss, VMware, AWS, SQL Server, Red Hat, and WebSphere. This extensibility helps organizations standardize monitoring across legacy and modern stacks without redesigning their monitoring approach per technology. Core capabilities: -Unified monitoring for networks, servers, applications, cloud services, endpoints, and logs -Centralized alerting, event correlation, dashboards, and scheduled reporting -Flexible data collection via agents, remote checks, APIs, and plugins -Scalability for distributed environments and large numbers of monitored elements -Analytics for trend/capacity planning plus AI-assisted anomaly detection and dynamic thresholds -A key differentiator is direct vendor support, which simplifies escalation and ensures continuity of expertise for deployment, tuning, and ongoing operations. **Average Rating:** 4.6/5.0 **Total Reviews:** 212 #### How Do G2 Users Rate Pandora FMS? - **Usage Monitoring:** 9.6/10 (Category avg: 9.1/10) - **Ease of Use:** 9.1/10 (Category avg: 8.8/10) - **Dashboards and Visualizations:** 9.4/10 (Category avg: 8.9/10) - **Reporting:** 9.3/10 (Category avg: 8.6/10) #### Who Is the Company Behind Pandora FMS? - **Seller:** [Pandora FMS](https://www.g2.com/sellers/pandora-fms) - **Company Website:** pandorafms.com - **Year Founded:** 2004 - **HQ Location:** Madrid, Spain - **Twitter:** @pandorafms 5,458 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=61d7801b672bcc3a5cfb4d3ed56b7b1a3a133a8d7502bbad6f151e6ab0c02fdd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpandora-pfms%2F&secure%5Burl_type%5D=linkedin_company_website) 56 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Data Analyst - **Top Industries:** Information Technology and Services, Telecommunications - **Company Size:** 50% Medium, 37% Small #### What Do G2 Reviewers Say About Pandora FMS? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **reliable remote monitoring** of Pandora FMS, appreciating its seamless integration and ease of access. - Users appreciate the **ease of use** of Pandora FMS, making server monitoring and management seamless and efficient. - Users value the **real-time monitoring** capabilities of Pandora FMS, enhancing visibility and quick response across IT systems. - Users value the **flexibility** of Pandora FMS, easily adapting monitoring to diverse systems and specific needs. - Users value the **real-time network monitoring** of Pandora FMS, which provides instant alerts for any issues. ##### Cons - Users find the **learning curve steep** , especially for beginners navigating complex scripts and configurations. - Users find the **complex setup** of Pandora FMS to be challenging, impacting initial experiences and usability. - Users find the **learning curve steep** with Pandora FMS, particularly when customizing and integrating specific functionalities. - Users struggle with the **complex configuration** of Pandora FMS, finding the setup process time-consuming and challenging to navigate. - Users find the **difficult learning curve** of Pandora FMS challenging, affecting their overall experience with the software. #### What Are Recent G2 Reviews of Pandora FMS? **["Fast Deployment, Easy to Use, and Strong Performance Even in the Community Version"](https://www.g2.com/survey_responses/pandora-fms-review-12677659)** **Rating:** 5.0/5.0 stars _— David D._ [Read full review](https://www.g2.com/survey_responses/pandora-fms-review-12677659) **["Why we decided to bet on PandoraFMS"](https://www.g2.com/survey_responses/pandora-fms-review-7666873)** **Rating:** 4.5/5.0 stars _— Verified User in Commercial Real Estate_ [Read full review](https://www.g2.com/survey_responses/pandora-fms-review-7666873) #### What Are G2 Users Discussing About Pandora FMS? - [What are the benefits and drawbacks of using Pandora FMS for IT monitoring?](https://www.g2.com/discussions/what-are-the-benefits-and-drawbacks-of-using-pandora-fms-for-it-monitoring) - [‹ Prev‹ Prev](/categories/cloud-infrastructure-monitoring?order=g2_score#product-list) - [1](/categories/cloud-infrastructure-monitoring?order=g2_score#product-list) - 2 - [3](/categories/cloud-infrastructure-monitoring?order=g2_score&page=3#product-list) - [4](/categories/cloud-infrastructure-monitoring?order=g2_score&page=4#product-list) - [5](/categories/cloud-infrastructure-monitoring?order=g2_score&page=5#product-list) - [6](/categories/cloud-infrastructure-monitoring?order=g2_score&page=6#product-list) - [7](/categories/cloud-infrastructure-monitoring?order=g2_score&page=7#product-list) - [8](/categories/cloud-infrastructure-monitoring?order=g2_score&page=8#product-list) - [Next ›Next ›](/categories/cloud-infrastructure-monitoring?order=g2_score&page=3#product-list) Spotlight Categories [Pricing Software](https://www.g2.com/categories/pricing) [Customer Data Platforms (CDP)](https://www.g2.com/categories/customer-data-platform-cdp) [Employee Intranet Software](https://www.g2.com/categories/employee-intranet) [Affiliate Marketing Software](https://www.g2.com/categories/affiliate-marketing) [SMS Marketing Software](https://www.g2.com/categories/sms-marketing) Similar Categories - [AI Agent Observability](/categories/ai-agent-observability) - [Application Performance Monitoring (APM)](/categories/application-performance-monitoring-apm) - [Database Monitoring](/categories/database-monitoring) - [Enterprise Monitoring](/categories/enterprise-monitoring) - [Hardware Monitoring](/categories/hardware-monitoring) - [Log Monitoring](/categories/log-monitoring) - [Network Monitoring](/categories/network-monitoring) - [Observability Pipeline](/categories/observability-pipeline) - [Observability Software](/categories/observability-software) - [Other Monitoring](/categories/other-monitoring) - [Website Monitoring](/categories/website-monitoring) [Browse Cloud Infrastructure Monitoring Themes](/categories/cloud-infrastructure-monitoring/themes) ![Tian Lin](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tian Lin") TL Researched and written by [Tian Lin](https://research.g2.com/insights/author/tian-lin) Updated April 9, 2026 Cloud infrastructure monitoring software helps businesses maintain the health, availability, and efficiency of their cloud environments by collecting and analyzing metrics from compute, storage, network, and other cloud resources across public, private, and hybrid clouds. These tools enable teams to proactively detect issues, understand performance and resource usage in real time, and optimize both cost and security. ### Core Capabilities of Cloud Infrastructure Monitoring Software To qualify for inclusion in the Cloud Infrastructure Monitoring category, a product must: - Continuously monitor the performance and health of cloud infrastructure components (e.g., compute instances, containers, storage, databases, and networks) - Provide visualization tools such as dashboards, topology maps, or infrastructure diagrams - Detect and alert on abnormal behavior or potential infrastructure failures - Provide actionable insights or recommendations for optimizing infrastructure performance and costs ### How Cloud Infrastructure Monitoring Software Differs from Other Tools Cloud infrastructure monitoring focuses specifically on the infrastructure layer, unlike application performance monitoring tools, which measure application-level performance and user experience, or observability software, which provides deeper insights across logs, metrics, and traces. Its purpose is to ensure foundational cloud resources operate reliably and cost-effectively. ### Insights from G2 on Cloud Infrastructure Monitoring Software Based on category trends on G2, the value of real-time alerts, customizable dashboards, and the ability to monitor diverse cloud environments without disrupting performance. Show More