# Best Cloud Infrastructure Monitoring Tools and Software - Page 8 ## 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** ### TrueClicks TrueClicks is PPC management software that helps paid search teams at agencies and brands to audit, monitor, and optimize their Google Ads and Microsoft Advertising campaigns. Founded in 2017 by marketing agency veterans, we're on a mission to raise the PPC quality standard. We aim to be the most intuitive tool for tracking all your accounts in one place, automating repetitive tasks, and delivering actionable, prioritized, and unbiased recommendations to improve performance. With real-time alerts, a robust scoring system, and clear next steps, TrueClicks makes sure you never miss an issue or opportunity again. This makes it easier to improve results, retain clients, and save at least 10 hours per month per user. [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=2026-08-07T21%3A54%3A14Z&secure%5Bdisplayable_resource_id%5D=249&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=131504&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=131504&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%3D8&secure%5Btoken%5D=0946ef8203714b45d69d830ddd8cf8f95f2fe8659610adfb9ce43aeeaba0ec13&secure%5Burl%5D=https%3A%2F%2Fwww.trueclicks.com%2F%3Futm_source%3Dg2%26utm_medium%3Dcpc%26utm_campaign%3Dppc&secure%5Burl_type%5D=custom_url) ### [Google Stackdriver Transparent Service Level Indicators (SLIs)](https://www.g2.com/products/google-stackdriver-transparent-service-level-indicators-slis/reviews) Monitor Google Cloud services and their effects on your workloads. #### Who Is the Company Behind Google Stackdriver Transparent Service Level Indicators (SLIs)? - **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 ### [I&B monitoring](https://www.g2.com/products/i-b-monitoring/reviews) I&B monitoring is a cloud-based Business & IT infrastructure monitoring platform that unifies IT infrastructure, services, and business processes in a single observability model. Rather than just collecting metrics, the platform correlates infrastructure performance with business KPIs, so the impact of a technical issue on the business is visible immediately. The platform is built for a wide range of roles, including CEOs and CIOs, business unit managers, DevOps/SRE engineers, IT operations teams, and security teams — each with role-based dashboards and access controls tailored to what they need to see. This eliminates data fragmentation and the need to maintain multiple monitoring tools, giving every team a single source of truth. I&B monitoring correlates IT service health with business KPIs in a single real-time dashboard, so infrastructure degradation is immediately tied to business impact, and tracks services, infrastructure layers, business units, and subunits within one platform on a consistent data model shared across teams. Deployment is designed to be fast: users configure monitored resources and exporters, then download auto-generated Ansible files and launch monitoring across the entire infrastructure with a single command. Threshold breaches across IT components, services, and business units are automatically correlated into a Service Details dashboard, reducing context-switching and accelerating root-cause analysis. Alerts distinguish between component failures, layer anomalies, service degradations, and business-impacting incidents, and are enriched with context and routed only to the teams responsible. Out-of-the-box integrations with Jira, Zendesk, Zoho Desk, and email automatically create tickets pre-populated with correlated metrics and context, and assign them to the right engineer based on alert type and service ownership, cutting triage time and manual handoffs. Dynamic, graph-based visualizations show the relationships between services, infrastructure layers, and business units, making dependencies and bottlenecks easy to spot, while ready-made dashboards for business, service, and infrastructure-layer monitoring are available out of the box, without manual configuration. Data is gathered from applications, business KPIs and process metrics, container platforms, databases, end-user experience, hardware, hypervisors, networks, operating systems, runtime environments, and web/application servers, using flexible, open-source exporters such as Prometheus. A unified, searchable view brings together all events, alerts, and issues across every business unit, service, layer, and resource, and the platform is available as a fully managed SaaS service or deployed on-premises, with a flexible XaaS configuration model for scalable, consistent monitoring across environments. I&B monitoring is designed to reduce mean time to resolution, cut alert noise and false positives, and give organizations a clear, real-time picture of how IT performance affects business outcomes and customer experience. Pricing is straightforward and predictable, and a free trial is available for organizations to evaluate the platform before committing. The company behind I&B monitoring brings over 20 years of combined experience in IT and business, gained across telecommunications, finance, healthcare, and technology sectors. The platform is used to process large volumes of data points daily across implemented deployments, with predictive analytics and AI-driven alerting designed to help teams resolve incidents faster and operate with more confidence. I&B monitoring is based in Dubai, United Arab Emirates. #### Who Is the Company Behind I&B monitoring? - **Seller:** [I&B monitoring](https://www.g2.com/sellers/i-b-monitoring) - **Year Founded:** 2002 - **HQ Location:** Dubai, AE - **Twitter:** @inbmonitoring 4 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d1dfe2f011c721ee71308fffe062438398f93fa5063242b8fe1a1fbbdc4cc6c9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fi-and-b-monitoring%2F&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® ### [NiTO](https://www.g2.com/products/nito/reviews) NiTO is an all-in-one IT infrastructure monitoring solution that empowers you to identify and address issues before they become recurring problems. With NiTO you can monitor your entire infrastructure with increased security, minimal configuration, and unmatched real-time detail. Our dashboards provide you with near-time actionable insights and data retention from 24 hours up to 90 days to make it easier to investigate issues in your network. To make sure you never miss an occurrence, you can set alarms to notify you based on severity of the issue by email, phone or SMS. #### Who Is the Company Behind NiTO? - **Seller:** [NITOROM](https://www.g2.com/sellers/nitorom) - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® ### [NWN Carousel Experience Management Platform (EMP)](https://www.g2.com/products/nwn-carousel-experience-management-platform-emp/reviews) NWN Carousel's Experience Management Platform (EMP is an AI-powered service delivery platform designed to unify operations, automate workflows, and simplify IT management. By integrating systems, tools, and processes, EMP enhances customer experience, optimizes support, and drives technology adoption, enabling organizations to focus on core business objectives. Key Features and Functionality: - Centralized AI-Driven Support: EMP utilizes advanced AI and automation to deliver proactive insights and automate workflows, providing self-service IT support through proactive monitoring and issue remediation. - Proactive Issue Resolution: The platform identifies and addresses potential issues before they impact productivity, offering flexible and scalable IT service desk solutions to minimize downtime. - Personalized Technology Experiences: EMP offers a digital-first, always-on approach, allowing employees to access IT support through their preferred channels, ensuring a seamless and user-friendly experience. - Real-Time Insights: The platform provides employees with up-to-date information on device performance and system health, fostering trust in IT services and enabling a shift from reactive to proactive management. - Advanced Visibility Tools: EMP includes AI virtual assistants and advanced visibility tools that offer intuitive solutions for issue resolution, with options for live-agent escalation for more complex problems. Primary Value and Problem Solved: EMP addresses the challenges of managing complex IT systems, inefficient workflows, and suboptimal end-user experiences. By centralizing information and leveraging AI-driven insights, the platform enhances operational efficiency, reduces downtime, and improves overall employee satisfaction. Organizations benefit from a unified view of their IT environment, enabling better decision-making and a more agile response to business needs. #### Who Is the Company Behind NWN Carousel Experience Management Platform (EMP)? - **Seller:** [NWN](https://www.g2.com/sellers/nwn) - **Year Founded:** 1994 - **HQ Location:** Boston, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b2c02cc600884f30af71c26bf9a9c0936cb7d0cfa9cb712f7416c042c6655424&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnwncorporation&secure%5Burl_type%5D=linkedin_company_website) 1,639 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Medium #### What Are Recent G2 Reviews of NWN Carousel Experience Management Platform (EMP)? **["AI-driven unified platform that simplifies, accelerates, and optimizes IT support."](https://www.g2.com/survey_responses/nwn-carousel-experience-management-platform-emp-review-12517140)** **Rating:** 4.0/5.0 stars _— Avijit S._ [Read full review](https://www.g2.com/survey_responses/nwn-carousel-experience-management-platform-emp-review-12517140) ### [Observe](https://www.g2.com/products/snowflake-inc-observe/reviews) Observe is a modern observability platform with AI SRE, built on a context graph and data lake, for faster search and correlation at lower cost. Observe integrates logs, APM, and infrastructure monitoring into a single platform built for AI-driven investigation. Collect, analyze, and retain all your telemetry in a streaming data lake, without the cost or scale limits of other platforms. Features: - Faster troubleshooting with AI SRE: Correlate signals using natural language. Investigate issues faster with an AI SRE that surfaces root causes and suggests actionable fixes. - Unleash performance at scale with the O11y Context Graph™: Logs, metrics, and traces are structured using semantic relationships, incremental views, and token indexes so you can search faster and correlate instantly. - Scale efficiently with an open data lake: Cut observability costs by up to 60% while maximizing reuse. Store telemetry in open formats with 10x compression on low-cost cloud storage. Observe ingests all data into a data lake based on low-cost cloud storage and open standards like OpenTelemetry and Apache Iceberg, helping you resolve incidents faster, boost engineering efficiency, and scale with a dramatically lower TCO. **Average Rating:** 4.8/5.0 **Total Reviews:** 2 #### How Do G2 Users Rate Observe? - **Ease of Use:** 9.2/10 (Category avg: 8.8/10) #### Who Is the Company Behind Observe? - **Seller:** [Snowflake, Inc.](https://www.g2.com/sellers/snowflake-inc) - **Year Founded:** 2012 - **HQ Location:** 135 Constitution Drive, Menlo Park CA - **Twitter:** @SnowflakeDB 278 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ad18ff73a9b8bb34dd1b98a6ba1c6be57f7364939ad352612ecc483aba05d2b2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsnowflake-computing%2F&secure%5Burl_type%5D=linkedin_company_website) 11,308 employees on LinkedIn® - **Ownership:** NYSE:SNOW #### Who Uses This Product? - **Company Size:** 50% Medium, 50% Small #### What Are Recent G2 Reviews of Observe? **["Ingest and Connect Everything"](https://www.g2.com/survey_responses/observe-review-4718947)** **Rating:** 5.0/5.0 stars _— Jason H._ [Read full review](https://www.g2.com/survey_responses/observe-review-4718947) **["Logging the Easy Way"](https://www.g2.com/survey_responses/observe-review-4799740)** **Rating:** 4.5/5.0 stars _— Evan H._ [Read full review](https://www.g2.com/survey_responses/observe-review-4799740) #### What Are G2 Users Discussing About Observe? - [What is Observe used for?](https://www.g2.com/discussions/what-is-observe-used-for) ### [Riverbed NetIM](https://www.g2.com/products/riverbed-netim/reviews) Alluvio NetIM provides integrated mapping, monitoring, and troubleshooting for your IT infrastructure. With NetIM, you can capture infrastructure topology information, detect and troubleshoot performance issues, map application network paths, and diagram your network. Additionally, you can manage infrastructure issues within the context of application, network, and end-user experience for a blended view of overall performance. NetIM provides agentless infrastructure component monitoring (SNMP, WMI, CLI, API, synthetic testing) to deliver a comprehensive picture of how your infrastructure is affecting network and application performance and how that affects user experience. #### Who Is the Company Behind Riverbed NetIM? - **Seller:** [Riverbed Technology](https://www.g2.com/sellers/riverbed-technology) - **Year Founded:** 2002 - **HQ Location:** San Francisco, CA - **Twitter:** @RIVERBED 23,829 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c3efc6a53acbe57fa2c4058aa212b001a7413136793eb03da8dc83271940bf28&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F7796%2F&secure%5Burl_type%5D=linkedin_company_website) 1,590 employees on LinkedIn® ### [ServicePilot](https://www.g2.com/products/servicepilot/reviews) ServicePilot is a comprehensive, intelligent observability platform designed to help organizations maintain high‑performing, resilient IT environments. By unifying metrics, traces, logs and topology insights into a single, cohesive solution, ServicePilot enables IT teams to detect issues earlier, troubleshoot faster and prevent outages before they impact users or business operations. Its mission is simple: deliver full‑stack visibility that empowers organizations to ensure the continuity, reliability and performance of their digital services. Modern IT environments are increasingly complex, spanning on‑premise infrastructure, hybrid architectures, cloud‑native applications and legacy systems that still play a critical role. ServicePilot brings clarity to this complexity by consolidating monitoring across: - Servers - Networks - Applications - Websites - Databases - Telephony systems - Mainframes - IT and IoT infrastructure - And more. This unified approach eliminates operational silos and provides a single source of truth for IT operations, DevOps and SRE teams. At the core of the platform is an intelligent analytics engine that correlates data from every layer of the stack. By combining real‑time telemetry with automated detection, dynamic dashboards and contextual insights, ServicePilot helps teams quickly identify root causes, reduce mean time to resolution and optimize performance. Whether the challenge is application latency, network degradation, infrastructure saturation, or service disruptions, ServicePilot equips teams with the visibility and intelligence needed to act decisively. Beyond monitoring, ServicePilot delivers a scalable observability foundation that grows with the organization. Its extensive library of integrations, customizable dashboards and automated discovery capabilities make it easy to adapt to evolving architectures and emerging technologies. With a focus on simplicity, speed and actionable insights, ServicePilot helps IT teams shift from reactive firefighting to proactive service assurance. ServicePilot continues to innovate to meet the demands of modern IT operations, offering a powerful, unified platform that strengthens reliability, improves user experience and supports long‑term digital transformation. ServicePilot is available in both SaaS and On‑Premise deployment models, offering flexibility for organizations with diverse operational, regulatory, or security requirements. Enterprises, government agencies and managed service providers rely on ServicePilot to support mission‑critical environments where uptime, performance and compliance are non‑negotiable. #### Who Is the Company Behind ServicePilot? - **Seller:** [ServicePilot](https://www.g2.com/sellers/servicepilot) - **Year Founded:** 2001 - **HQ Location:** Pornichet, FR - **Twitter:** @ServicePilot 39 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b16b552269d557430c4f25199c75664f78635e97963711ed690e42918226f590&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fservicepilot&secure%5Burl_type%5D=linkedin_company_website) 10 employees on LinkedIn® ### [StackWitness](https://www.g2.com/products/stackwitness/reviews) StackWitness independently probes the APIs and vendors your product depends on, from multiple regions, and publishes status that refuses a false green. When Stripe or OpenAI wobbles, you see outside evidence instead of guessing. Free public truth pages for dozens of providers; free tier for your own monitors; paid plans for private status pages, alerts, and on-call. Built for SaaS teams who ship on other people's infrastructure. #### Who Is the Company Behind StackWitness? - **Seller:** [O'Shea & Sons](https://www.g2.com/sellers/o-shea-sons) - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® ### [StratoLens Azure Infrastrucure](https://www.g2.com/products/stratolens-azure-infrastrucure/reviews) StratoLens is a self-hosted Azure visibility platform. Deploy into your own tenant in under 15 minutes and get continuous cost, access, and change visibility across every subscription, with findings ranked by what they cost you. Your infrastructure data never leaves your tenant. 28-day free trial, every feature included. #### Who Is the Company Behind StratoLens Azure Infrastrucure? - **Seller:** [StratoLens](https://www.g2.com/sellers/stratolens) - **Year Founded:** 2025 - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dfbb6621660811b176cc54a3f1e0ad84232fb67923b5959b3cddfbdff6de0039&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fstratolens&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® ### [TENET](https://www.g2.com/products/tenet-tenet/reviews) TENET is a risk intelligence platform purpose-built for the Microsoft ecosystem to deliver unified visibility and proactive risk assessment across Azure and M365. It serves as a single source of truth for identifying, prioritizing, and mitigating cloud risk at scale—enabling organizations to shift from reactive firefighting to continuous, intelligence-driven security operations. Key Features: - Attack surface management: Identify risky entry points, misconfigurations, and third-party exposures. Visualize attack paths, map findings to MITRE ATT&CK, prioritize remediation, and manage incidents from a unified cloud risk view. - Anomaly detection: Detect issues early with real-time analysis of cloud workloads, identities, and applications, helping teams identify abnormal behaviour and mitigate risks before they become incidents. - Compliance readiness: Simplify audits with continuous compliance monitoring, guided remediation, and risk-prioritized insights. Reduce costs and manual effort while shrinking audit preparation from weeks to hours. - Microsoft 365: Gain visibility into external sharing, device risk, license utilization, and Copilot agents. Understand how identities, configurations, and data exposures combine to create risk across your cloud environment. - Access governance: Monitor human and non-human identities, analyze effective permissions across Entra ID and RBAC, and maintain clear visibility into who can access resources across your cloud estate. - AI monitoring: Discover and inventory AI models, agents, and cognitive services. Continuously monitor performance, reliability, and security posture while identifying AI-specific risks and prioritizing remediation. - Intelligent insights: Investigate and resolve issues faster with BriteAI. Transform live data into actionable insights, identify root causes through natural language queries, and receive precise remediation guidance. Core Value: TENET eliminates blind spots and reduces mean time to remediation (MTTR) through end-to-end Microsoft cloud visibility and guided remediation. It lowers compliance and audit overhead, enables teams to proactively identify and mitigate risks before they escalate, and scales security operations efficiently with AI-powered insights and autonomous remediation with full context via the TENET MCP server. For more information, visit www.aesonsolutions.com. #### Who Is the Company Behind TENET? - **Seller:** [AESON Solutions](https://www.g2.com/sellers/aeson-solutions) - **Year Founded:** 2025 - **HQ Location:** Lodz, PL - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=06ee6f12c8270a302983a9f9a9a9bcba746ce310f4ac1695684b01f4ad742a16&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faeson-solutions%2F&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® ### [ThreadSpan](https://www.g2.com/products/threadspan/reviews) Tata Communications ThreadSpan is an AIOps platform built as an AI native control layer for multi OEM enterprise infrastructure. It brings observability, AI driven decision making and closed loop automation together across network, cloud, data center, security, IoT, collaboration and end user environments. Most hybrid estates run on a mix of tools, so signals end up scattered and policies drift from one domain to another. ThreadSpan keeps a live, correlated view of the infrastructure so teams can see relationships, dependencies and changes as they happen, instead of finding out only after something has already broken. Across the full Day 0 to Day 2 lifecycle, this AIOps platform turns that visibility into action. Intent based change automation and domain specialized AI agents handle root cause diagnosis and remediation with rollback protection built in, cutting alert noise by up to 90% across domains. AI and ML based anomaly detection and predictive operations catch degrading components before they cause an outage, and embedded compliance keeps golden configuration and security policy consistent across 100+ vendors and 8 domains, with drift caught and corrected on an ongoing basis. In production, this AIOps platform has delivered 25% fewer critical (P1) incidents, an 88% improvement in mean time to resolution, first call resolution above 80%, and triage and remediation running 5x faster on multi tower issues. For IT and Ops leaders and the NetOps, CloudOps and network engineering teams who run day to day operations, that means stronger compliance and more room to scale. #### Who Is the Company Behind ThreadSpan? - **Seller:** [Tata Communications](https://www.g2.com/sellers/tata-communications) - **Year Founded:** 2002 - **HQ Location:** Mumbai, Maharashtra - **Twitter:** @tata\_comm 30,073 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=811905e131ee5e1b2f8bf7b3b7e105867388b8f6817d51d900fecd485cc202cc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F4085%2F&secure%5Burl_type%5D=linkedin_company_website) 16,829 employees on LinkedIn® - **Ownership:** NSE: TATACOMM.NS ### [Uila](https://www.g2.com/products/uila/reviews) Uila with its Application-Centric Infrastructure Monitoring and Analytics identies performance bottlenecks for business-critical services & plans Workload Migration strategies for Private & Hybrid Cloud environments. #### Who Is the Company Behind Uila? - **Seller:** [Uila](https://www.g2.com/sellers/uila) - **Year Founded:** 2013 - **HQ Location:** Santa Clara, US - **Twitter:** @Uila\_Inc 472 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b2490a075d1c6bcf7c80831cac2100e09b511825323f427f0b3addb6e08a73c5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fuila&secure%5Burl_type%5D=linkedin_company_website) 16 employees on LinkedIn® ### [Uptime Infrastructure Monitor](https://www.g2.com/products/uptime-infrastructure-monitor-2021-01-24/reviews) Uptime Infrastructure Monitor is a highly scalable and easy-to-deploy solution that provides a unified view for complete visibility and control over performance, availability, and capacity in IT environments. Its holistic dashboards deliver integrated and comprehensive monitoring, alerting, and reporting for all physical servers, virtual machines, network devices, applications, and services all in one solution. #### Who Is the Company Behind Uptime Infrastructure Monitor? - **Seller:** [Idera, Inc.](https://www.g2.com/sellers/idera-inc-2026-07-14) - **Year Founded:** 2007 - **HQ Location:** Austin, US - **Twitter:** @MigrationWiz 482 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b09e941fe0e0200fe0f682d4a7f5cbf7341776ce19a673d3ba3d6f06996e966b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fshowcase%2Fidera-er-studio%2F&secure%5Burl_type%5D=linkedin_company_website) ### [Verax OSS/BSS Suite](https://www.g2.com/products/verax-oss-bss-suite/reviews) Verax NMS & APM is a network monitoring software that reduces costs of IT service delivery, shortens downtimes and increases customer satisfaction levels through streamlining processes of business service management, problem detection and resolution. #### Who Is the Company Behind Verax OSS/BSS Suite? - **Seller:** [Verax Systems](https://www.g2.com/sellers/verax-systems) - **Year Founded:** 2003 - **HQ Location:** Plano, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8d82306f7aaeb0d3a6cbda6561b86c588c9d7babac7bdd7e9e87a3ebb33893bc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fverax-systems%2F&secure%5Burl_type%5D=linkedin_company_website) 16 employees on LinkedIn® ### [VirtualWisdom](https://www.g2.com/products/virtualwisdom/reviews) VirtualWisdom platform provides visibility into real-time performance, health, and utilization metrics throughout the open systems stack. **Average Rating:** 3.0/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate VirtualWisdom? - **Ease of Use:** 8.3/10 (Category avg: 8.8/10) #### Who Is the Company Behind VirtualWisdom? - **Seller:** [Virtana](https://www.g2.com/sellers/virtana) - **Year Founded:** 2008 - **HQ Location:** N/A - **Twitter:** @VirtanaCorp 9,421 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=70402d96c154779c76e18be385e66b2ff7f23fa3521a7617c1163ddb5982ff1a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvirtanacorps%2F&secure%5Burl_type%5D=linkedin_company_website) 162 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Small - [‹ Prev‹ Prev](/categories/cloud-infrastructure-monitoring?order=g2_score&page=7#product-list) - [1](/categories/cloud-infrastructure-monitoring?order=g2_score#product-list) - [2](/categories/cloud-infrastructure-monitoring?order=g2_score&page=2#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 - Next ›Next › Spotlight Categories [Inbound Call Tracking Software](https://www.g2.com/categories/inbound-call-tracking) [Payroll Software](https://www.g2.com/categories/payroll) [Cloud Content Collaboration Software](https://www.g2.com/categories/cloud-content-collaboration) [Job Search Sites](https://www.g2.com/categories/job-search-sites) [Project Management Software](https://www.g2.com/categories/project-management) 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