# Best Cloud Infrastructure Monitoring Tools and Software - Page 9

## 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)

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meshIQ is the enterprise evolution platform purpose-built to transform how organizations manage and optimize their middleware—the digital nervous system of the enterprise. It provides unified visibility, control, and modernization of messaging, event streaming, and B2B transactional flows across all middleware vendors, all environments, and at enterprise scale. Acting as a real-time intelligence layer across your entire ecosystem, meshIQ connects, monitors, and analyzes every message, event, and business transaction with forensic-level insight, so you can run incredibly lean operations with confidence and control. By eliminating the expense, complexity, and manual nature of managing multiple middleware platforms, meshIQ helps enterprises dramatically cut OPEX, resolve incidents and disputes up to 70% faster, reduce manual reconciliation efforts, and accelerate service delivery. The platform also provides a safe, fast, and reliable path to modernize middleware and migrate to modern architectures such as Apache Kafka®, ActiveMQ®, and cloud-native environments—without disruption. And with built-in B2B Flow Intelligence, organizations can assure every business transaction to safeguard revenue, meet regulatory requirements, and protect customer trust and experiences.

[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=2026-08-12T16%3A37%3A09Z&secure%5Bdisplayable_resource_id%5D=1603&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1603&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=115094&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%3D9&secure%5Btoken%5D=d5c3aa38a925b12880614840f8b3ecf2705dfc6160c4c75ad813517dd76467cb&secure%5Burl%5D=https%3A%2F%2Fwww.meshiq.com%2F&secure%5Burl_type%5D=company_website)

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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)
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[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.

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