# Best Cloud Infrastructure Monitoring Tools and Software - Page 6

## 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**

### TriNet

TriNet has been a trusted leader in the Professional Employer Organization (PEO) industry for over 30 years, providing comprehensive HR solutions tailored specifically for small and midsize businesses. This longevity in the market reflects deep expertise and a proven track record of helping companies streamline their human resources functions, mitigate risks, and enhance employee satisfaction. TriNet helps simplify complex HR challenges by offering a unified platform that integrates payroll processing, benefits administration, risk mitigation, and compliance support. This consolidates the need for multiple vendors, reducing administrative burden and allows business leaders to focus on growth and strategic priorities. Key areas of service include industry-specific HR expertise, access to premium employee benefits through national and regional carriers or ability to sponsor your own benefits, and advanced proprietary technology. The TriNet platform delivers an intuitive user experience with capabilities spanning payroll, benefits administration, time tracking, performance management, learning and development, and workforce analytics. This comprehensive platform empowers clients with real-time insights and streamlined processes. TriNet’s dedicated service model combines personalized support from assigned HR professionals and relationship managers with access to specialized HR experts via multiple communication channels. This helps deliver timely, expert best practices guidance tailored to each client’s unique needs. TriNet also provides instructor-led trainings and expert consultations to help clients build HR processes in key areas, like performance management, hiring/onboarding, and compensation.

[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=2026-08-10T15%3A56%3A31Z&secure%5Bdisplayable_resource_id%5D=1380&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=4062&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=4062&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%3D6&secure%5Btoken%5D=346a3fa3e9c530387564c9d7e035ef0c61447913bedc955ca96d5c474f043733&secure%5Burl%5D=https%3A%2F%2Fwww.trinet.com%2Flp%2Fcompare%3Futm_source%3Dg2%26utm_medium%3Dcpc%26utm_campaign%3D26-3Party-PPC-Review-G2-aigeo26%26campaign_id%3D701Nr00000qElh5IAC&secure%5Burl_type%5D=book_demo)

### [ServiceNow Cloud Observability (formerly LightStep)](https://www.g2.com/products/servicenow-cloud-observability-formerly-lightstep/reviews)

Lightstep’s observability platform is the easiest way for developers and SREs to monitor health and respond to changes in cloud-native applications. Powered by cutting-edge distributed tracing and a groundbreaking metrics database, and built by the team that launched observability at Google, Lightstep’s Change Intelligence provides actionable insights to help teams answer the question “What caused that change? Lightstep empowers reliability and observability managers to minimize the impact of outages, improve software performance, and build org-wide standards to drive adoption and automation.

**Average Rating:** 4.6/5.0

**Total Reviews:** 19

#### How Do G2 Users Rate ServiceNow Cloud Observability (formerly LightStep)?

- **Usage Monitoring:** 8.3/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.2/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 10.0/10 (Category avg: 8.9/10)
- **Reporting:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind ServiceNow Cloud Observability (formerly LightStep)?

- **Seller:** [ServiceNow](https://www.g2.com/sellers/servicenow)
- **Year Founded:** 2004
- **HQ Location:** Santa Clara, CA
- **Twitter:** @servicenow  
55,548 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8f146dd2da6255ae21db2f89043b268912043fe250660dfee40ba3c0574bb1ba&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F29352%2F&secure%5Burl_type%5D=linkedin_company_website)  
35,081 employees on LinkedIn®
- **Ownership:** NYSE:NOW

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 45% Large, 35% Medium

#### What Are Recent G2 Reviews of ServiceNow Cloud Observability (formerly LightStep)?

**["LightStep review"](https://www.g2.com/survey_responses/servicenow-cloud-observability-formerly-lightstep-review-7984644)**

**Rating:** 5.0/5.0 stars

_— Sanyam G._

[Read full review](https://www.g2.com/survey_responses/servicenow-cloud-observability-formerly-lightstep-review-7984644)

**["Excellent tool for logs tracing!!"](https://www.g2.com/survey_responses/servicenow-cloud-observability-formerly-lightstep-review-8285175)**

**Rating:** 4.5/5.0 stars

_— Khemraj S._

[Read full review](https://www.g2.com/survey_responses/servicenow-cloud-observability-formerly-lightstep-review-8285175)

### [SquaredUp](https://www.g2.com/products/squaredup-squaredup/reviews)

SquaredUp is a unified observability portal. Say goodbye to blind spots and data silos. Using data mesh and cutting-edge data visualization, SquaredUp gives IT and engineering teams one place to see everything that matters. Bring together data from across your tech stack without the headache of moving the data. Unlike other monitoring and observability tools that rely on a data warehouse, SquaredUp leaves your data where it is, plugging directly into each data source to index and stitch the data together using a data mesh. Teams have one place to go where they can search, visualize, and analyze data across all their tools. Take control of infrastructure, application, and product performance with unified visibility. Learn more at squaredup.com What you get: \> Cutting-edge data visualization \> Access to 100+ data sources \> Any custom data source via Web API \> Multi-cloud observability \> Cost monitoring \> Unlimited dashboards \> Unlimited monitors Key features: \> Out-of-box dashboards \> Simple, flexible dashboard designer \> Real-time monitoring \> High-level roll-up views \> Object drill downs \> Notifications (Slack, Teams, email, etc.) \> SQL analytics Free for up to 3 users. Head over to SquaredUp - The Unified Observability Portal to learn more \>\>\> https://squaredup.com/ We also have a dedicated SCOM product, Dashboard Server for SCOM. See our product page to learn how we help to transform SCOM with end-to-end visibility \>\>\> https://ds.squaredup.com/ To find out what plan is best for you, go to \>\>\> https://squaredup.com/pricing/

**Average Rating:** 4.9/5.0

**Total Reviews:** 15

#### How Do G2 Users Rate SquaredUp?

- **Usage Monitoring:** 10.0/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.2/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 10.0/10 (Category avg: 8.9/10)
- **Reporting:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind SquaredUp?

- **Seller:** [SquaredUp](https://www.g2.com/sellers/squaredup-a3718528-f219-4047-b8f5-3a20303868d1)
- **Year Founded:** 2011
- **HQ Location:** Maidenhead, GB
- **Twitter:** @squared\_up  
1,170 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=be754cd8919871b829fcbd13545a13384208496c2ac5f1054ec025fe7467c49f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsquared-up-limited%2F&secure%5Burl_type%5D=linkedin_company_website)  
91 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 60% Large, 33% Medium

#### What Do G2 Reviewers Say About SquaredUp?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **simplicity of dashboard customization** with SquaredUp, making it easy to visualize crucial system information.
- Users appreciate the **ease of visualizing data** with SquaredUp's dashboards, enhancing their workflow and reducing stress.
- Users value the **intuitive dashboard quality** of SquaredUp, which simplifies monitoring systems and reduces stress.
- Users appreciate the **ease of visualized information** in SquaredUp's dashboards, making system monitoring effortless and stress-free.
- Users appreciate the **ease of dashboard usability** in SquaredUp, enhancing workflow and reducing stress in daily tasks.

##### Cons

- Users note a **complex setup process** for data integrations and visualizations, requiring patience to fully utilize features.
- Users experience a **complex setup** process for new integrations and customizations, requiring patience and a learning curve.
- Users find **configuration difficult** , as setting up integrations and understanding features requires significant time and patience.
- Users experience a **difficult configuration** process with SquaredUp, requiring patience for data integrations and visualizations.
- Users experience a notable **learning curve** when trying to efficiently utilize all features of SquaredUp.

#### What Are Recent G2 Reviews of SquaredUp?

**["Effortless Dashboards That Simplify System Monitoring"](https://www.g2.com/survey_responses/squaredup-review-11938384)**

**Rating:** 4.5/5.0 stars

_— Ahsan Y._

[Read full review](https://www.g2.com/survey_responses/squaredup-review-11938384)

**["Great addition to SCOM"](https://www.g2.com/survey_responses/squaredup-review-9050665)**

**Rating:** 5.0/5.0 stars

_— William M._

[Read full review](https://www.g2.com/survey_responses/squaredup-review-9050665)

#### What Are G2 Users Discussing About SquaredUp?

- [What is SquaredUp SCOM Edition used for?](https://www.g2.com/discussions/what-is-squaredup-scom-edition-used-for)
- [What is Squared Up [SCOM] Integration used for?](https://www.g2.com/discussions/what-is-squared-up-scom-integration-used-for)

### [Coroot](https://www.g2.com/products/coroot/reviews)

Coroot reduces the complexity of your system by providing you with: -\> A service map with 100% coverage Thanks to eBPF Coroot can build a service map of your system without the need to instrument your code -\> An SLOs (Service Level Objectives) tracker All necessary metrics, such asе latency and success rate of every service, are gathered automatically. All you need to do is adjust your expectactions of how a serice should work. -\> Built-in inspections that automatically identify the root cause of an outage in over 80% cases Coroot continuosly audits all subsystems of every app. So, if an application violates its SLOs, Coroot will send you an alert that already contains the list of the issues related to this app. -\> A deployment tracker Coroot automatically discovers and monitors every application rollout in your Kubernetes cluster. This feature allows you to stay informed about any changes in your infrastructure.

**Average Rating:** 4.6/5.0

**Total Reviews:** 5

#### How Do G2 Users Rate Coroot?

- **Usage Monitoring:** 9.0/10 (Category avg: 9.1/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 7.1/10 (Category avg: 8.9/10)
- **Reporting:** 6.0/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Coroot?

- **Seller:** [Coroot](https://www.g2.com/sellers/coroot)
- **Year Founded:** 2021
- **HQ Location:** Palo Alto, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7bea70ceb16cc7ca8768b433494cef9e1f53a3711ccfbb568427db18047d77fe&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcoroot&secure%5Burl_type%5D=linkedin_company_website)  
6 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 60% Large, 20% Medium

#### What Are Recent G2 Reviews of Coroot?

**["Best EPBF based APM monitoring and analytics in open source world"](https://www.g2.com/survey_responses/coroot-review-9667250)**

**Rating:** 4.5/5.0 stars

_— Kunalsing T._

[Read full review](https://www.g2.com/survey_responses/coroot-review-9667250)

**["Promising star"](https://www.g2.com/survey_responses/coroot-review-9841904)**

**Rating:** 4.5/5.0 stars

_— Verified User in Mechanical or Industrial Engineering_

[Read full review](https://www.g2.com/survey_responses/coroot-review-9841904)

### [CloudFabrix](https://www.g2.com/products/cloudfabrix/reviews)

Data-centric AIOps Platform for Hybrid Deployments Powered by Robotic Data Automation Fabric (RDAF) Enabling the Autonomous Enterprise! - CloudFabrix was founded on a deep desire to enable Autonomous Enterprises. As we interviewed several big and small enterprises, one thing became very apparent. As Digital businesses were becoming more complex and abstract, it was impossible for traditional data management disciplines and frameworks to meet these requirements. As we dug deeper, 3 building blocks emerged as key pillars for embarking on a autonomous enterprise journey – the enterprise needed to adopt 1) Data-First 2) AI-First and 3) Automate Everywhere strategy. CloudFabrix AIOps platform provides the following services. 1) Alert Noise Reduction 2) Incident Management 3) Predictive Analytics & Anomaly Detection 4) FinOps/Asset Intelligence & Analytics 5) Log Intelligence. CloudFabrix Platform powered by RDAF has six differentiating pillars. 1) Data fabric for data integration & automation 2) Low Code/No Code Observability Pipelines to aggregate, transform, enrich correlate and route 3) Continuous Learning for explainable AI/ML models & transformers 4) AIOps as a service for multi-tenant, distributed hybrid consumption 5) Observability Dashboards for full stack observability insights 6) Full Stack Mappings for dependency and impact data model and maps CloudFabrix empowers IT leaders and operations personnel with actionable intelligence to make faster and better decisions. CloudFabrix is headquartered in Pleasanton, CA with branch offices in India and the United Kingdom.

**Average Rating:** 4.8/5.0

**Total Reviews:** 10

#### How Do G2 Users Rate CloudFabrix?

- **Usage Monitoring:** 10.0/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.8/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 10.0/10 (Category avg: 8.9/10)
- **Reporting:** 10.0/10 (Category avg: 8.6/10)

#### Who Is the Company Behind CloudFabrix?

- **Seller:** [CloudFabrix Software](https://www.g2.com/sellers/cloudfabrix-software)
- **Year Founded:** 2015
- **HQ Location:** Pleasanton, California
- **Twitter:** @CloudFabrix  
4 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=06c7dde5ee38b3f33726c4438f248e146c2cd72e4c39cc60722f4f3bf285d5c3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ffabrix.ai&secure%5Burl_type%5D=linkedin_company_website)  
118 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 50% Medium, 30% Small

#### What Are Recent G2 Reviews of CloudFabrix?

**["Best platform for datacentric AIOps"](https://www.g2.com/survey_responses/cloudfabrix-review-9898363)**

**Rating:** 5.0/5.0 stars

_— Deepak T._

[Read full review](https://www.g2.com/survey_responses/cloudfabrix-review-9898363)

**["Very easy to build data and analytics pipelines with CloudFabrix's RDA platform and its data bots"](https://www.g2.com/survey_responses/cloudfabrix-review-7162497)**

**Rating:** 5.0/5.0 stars

_— Palaniappan S._

[Read full review](https://www.g2.com/survey_responses/cloudfabrix-review-7162497)

#### What Are G2 Users Discussing About CloudFabrix?

- [What is CloudFabrix Software used for?](https://www.g2.com/discussions/what-is-cloudfabrix-software-used-for)

### [Opsview Monitor](https://www.g2.com/products/opsview-monitor/reviews)

Opsview provides unified insight into dynamic IT operations on-premise, in the cloud or hybrid. Opsview is a modern, scalable monitoring platform that enables digital transformation. Opsview is trusted by hundreds of businesses, government organizations and service providers globally. Customers include Sky, Cisco, IBM, Comcast, Telefónica, PayPal, British Telecom, Norfolk Southern, CIT, Fujitsu, HMRC and AAA. To find out more, visit www.opsview.com

**Average Rating:** 4.2/5.0

**Total Reviews:** 5

#### How Do G2 Users Rate Opsview Monitor?

- **Usage Monitoring:** 10.0/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.3/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 10.0/10 (Category avg: 8.9/10)
- **Reporting:** 10.0/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Opsview Monitor?

- **Seller:** [ITRS Group](https://www.g2.com/sellers/itrs-group)
- **Year Founded:** 1997
- **HQ Location:** London, England, United Kingdom
- **Twitter:** @itrsgroup  
799 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=061f03358266c636b0c9bc24f4f81bc5d7c0c8fb2ccf76b71887ae40b96ba569&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fitrsgroup%2F&secure%5Burl_type%5D=linkedin_company_website)  
372 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 60% Medium, 20% Large

#### What Are Recent G2 Reviews of Opsview Monitor?

**["All-round and full fledged monitoring "](https://www.g2.com/survey_responses/opsview-monitor-review-3560045)**

**Rating:** 4.5/5.0 stars

_— G Vasanth P._

[Read full review](https://www.g2.com/survey_responses/opsview-monitor-review-3560045)

**["Opsview - useful and simple"](https://www.g2.com/survey_responses/opsview-monitor-review-3518625)**

**Rating:** 4.0/5.0 stars

_— Sam J._

[Read full review](https://www.g2.com/survey_responses/opsview-monitor-review-3518625)

### [Edge Delta](https://www.g2.com/products/edge-delta/reviews)

Detect every anomaly and resolve production issues in minutes. In the past, keeping your applications up and running meant defining monitors for every potential issue. When an alert fired, you had to sift through logs looking for a "needle in the haystack." This was not only a painful process, but it took time away from building new features. Edge Delta is a new way to do observability. Our AI platform monitors your services, alerts you when something is wrong, and guides root-cause analysis. Now, you can see every issue and know right away how to fix it. View demo at: https://edge-delta.navattic.com/5g1703yt

**Average Rating:** 4.4/5.0

**Total Reviews:** 7

#### How Do G2 Users Rate Edge Delta?

- **Usage Monitoring:** 7.2/10 (Category avg: 9.1/10)
- **Ease of Use:** 7.6/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 3.9/10 (Category avg: 8.9/10)
- **Reporting:** 4.4/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Edge Delta?

- **Seller:** [Edge Delta](https://www.g2.com/sellers/edge-delta)
- **Year Founded:** 2018
- **HQ Location:** Seattle, Washington, United States
- **Twitter:** @edge\_delta  
453 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c5e979587afacf6462e15259ef7107b025355d5d82973dcea5337255b5adb93e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fedgedelta%2F&secure%5Burl_type%5D=linkedin_company_website)  
92 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 57% Medium, 29% Small

#### What Are Recent G2 Reviews of Edge Delta?

**["Good Experience"](https://www.g2.com/survey_responses/edge-delta-review-9548997)**

**Rating:** 4.0/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/edge-delta-review-9548997)

**["Good experience"](https://www.g2.com/survey_responses/edge-delta-review-9514828)**

**Rating:** 5.0/5.0 stars

_— Mateus S._

[Read full review](https://www.g2.com/survey_responses/edge-delta-review-9514828)

### [Robusta Kubernetes Observability](https://www.g2.com/products/robusta-kubernetes-observability/reviews)

Robusta extends Prometheus and makes it even better on Kubernetes. It correlates alerts with logs, finds automatic insights, and gives you everything you need to run Kubernetes smoothly.

**Average Rating:** 4.5/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate Robusta Kubernetes Observability?

- **Usage Monitoring:** 8.3/10 (Category avg: 9.1/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 9.2/10 (Category avg: 8.9/10)
- **Reporting:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Robusta Kubernetes Observability?

- **Seller:** [Robusta Dev](https://www.g2.com/sellers/robusta-dev)
- **HQ Location:** Tel Aviv, IL
- **Twitter:** @RobustaDev  
2,821 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=15b9094274442c5ab394f23f71f57358f2dc6cf43f111607f23226c673d3b764&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frobusta-dev%2F&secure%5Burl_type%5D=linkedin_company_website)  
24 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Small, 33% Large

#### What Are Recent G2 Reviews of Robusta Kubernetes Observability?

**["The best tool for kubernetes observability"](https://www.g2.com/survey_responses/robusta-kubernetes-observability-review-10025743)**

**Rating:** 4.5/5.0 stars

_— Shekhar L._

[Read full review](https://www.g2.com/survey_responses/robusta-kubernetes-observability-review-10025743)

**["Amazing tool to monitor the Kubernetes cluster"](https://www.g2.com/survey_responses/robusta-kubernetes-observability-review-9175393)**

**Rating:** 4.0/5.0 stars

_— Sabir P._

[Read full review](https://www.g2.com/survey_responses/robusta-kubernetes-observability-review-9175393)

### [VMware Cloud Foundation Usage Meter](https://www.g2.com/products/vmware-cloud-foundation-usage-meter/reviews)

vCloud Usage Meter 3.6.1 leverages granular, minute-by-minute metering at the VM level instead of the cluster level, so you can easily break out product usage per end customer and bill accordingly.

**Average Rating:** 3.8/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate VMware Cloud Foundation Usage Meter?

- **Usage Monitoring:** 10.0/10 (Category avg: 9.1/10)
- **Ease of Use:** 7.5/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 8.3/10 (Category avg: 8.9/10)
- **Reporting:** 10.0/10 (Category avg: 8.6/10)

#### Who Is the Company Behind VMware Cloud Foundation Usage Meter?

- **Seller:** [Broadcom](https://www.g2.com/sellers/broadcom-ab3091cd-4724-46a8-ac89-219d6bc8e166)
- **Year Founded:** 1991
- **HQ Location:** San Jose, CA
- **Twitter:** @broadcom  
63,909 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=093adce8015fea9ef126312884b465dc8e3c20e17dcb12fbb77a7bd82577e7a5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbroadcom%2F&secure%5Burl_type%5D=linkedin_company_website)  
55,094 employees on LinkedIn®
- **Ownership:** NASDAQ: CA

#### Who Uses This Product?

- **Company Size:** 67% Large, 33% Small

#### What Are Recent G2 Reviews of VMware Cloud Foundation Usage Meter?

**["My opinion on VCloud Usage Meter"](https://www.g2.com/survey_responses/vmware-cloud-foundation-usage-meter-review-985650)**

**Rating:** 4.0/5.0 stars

_— Rajpreet K._

[Read full review](https://www.g2.com/survey_responses/vmware-cloud-foundation-usage-meter-review-985650)

**["Accurate, Automated Usage Tracking with Seamless VMware Integration"](https://www.g2.com/survey_responses/vmware-cloud-foundation-usage-meter-review-13151811)**

**Rating:** 5.0/5.0 stars

_— Verified User in E-Learning_

[Read full review](https://www.g2.com/survey_responses/vmware-cloud-foundation-usage-meter-review-13151811)

#### What Are G2 Users Discussing About VMware Cloud Foundation Usage Meter?

- [What is vCloud Usage Meter used for?](https://www.g2.com/discussions/what-is-vcloud-usage-meter-used-for)

### [Alibaba CloudMonitor](https://www.g2.com/products/alibaba-cloudmonitor/reviews)

Alibaba CloudMonitor is a comprehensive monitoring and management service designed to provide real-time insights into the performance, availability, and health of your Alibaba Cloud resources and applications. By collecting and analyzing a wide range of metrics, CloudMonitor enables users to detect service availability issues, set up customized alarms, and take prompt actions to ensure optimal application performance. The service is user-friendly, requiring no coding for setup, and offers a visual dashboard for easy monitoring and reporting. Key Features and Functionality: - Real-Time Monitoring: Collects over 30 metrics per second, including CPU utilization, memory usage, network activity, and disk I/O, providing immediate insights into resource performance. - Process and Availability Monitoring: Monitors active processes and checks the connectivity of specific URLs and ports, sending immediate alerts when anomalies are detected. - Hybrid Cloud Monitoring: Supports monitoring of both Alibaba Cloud resources and external servers, ensuring comprehensive oversight of cloud and on-premises applications. - Flexible Alarm Management: Allows users to set alarms based on various scenarios with customizable thresholds and multiple notification methods, such as email, SMS, and instant messaging platforms. - Application Group Management: Enables grouping of resources by business type, facilitating efficient monitoring and management of cloud resources across different applications. - Custom Dashboards and Reports: Provides a visual dashboard for comprehensive monitoring information and allows users to create customized reports effortlessly. Primary Value and Problem Solved: Alibaba CloudMonitor addresses the critical need for continuous and proactive monitoring of cloud resources and applications. By offering real-time data collection, flexible alarm configurations, and comprehensive monitoring capabilities, it empowers users to maintain high availability and performance of their services. The service simplifies the complexity of cloud resource management, reduces the risk of downtime, and enhances operational efficiency, ensuring that businesses can respond swiftly to potential issues and maintain seamless service delivery.

**Average Rating:** 4.8/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Alibaba CloudMonitor?

- **Usage Monitoring:** 8.3/10 (Category avg: 9.1/10)
- **Ease of Use:** 10.0/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 10.0/10 (Category avg: 8.9/10)
- **Reporting:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Alibaba CloudMonitor?

- **Seller:** [Alibaba](https://www.g2.com/sellers/alibaba)
- **HQ Location:** Hangzhou
- **Twitter:** @alibaba\_cloud  
1,189,812 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=04233a035f0a002519b0cdb9979126540aa93dd4a9519e658a93e9e729f58be9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1218665%2F&secure%5Burl_type%5D=linkedin_company_website)  
5,110 employees on LinkedIn®
- **Ownership:** BABA
- **Total Revenue (USD mm):** $509,711

#### Who Uses This Product?

- **Company Size:** 50% Medium, 50% Large

#### What Are Recent G2 Reviews of Alibaba CloudMonitor?

**["Realtime monitoring with alibaba cloud monitor"](https://www.g2.com/survey_responses/alibaba-cloudmonitor-review-5050981)**

**Rating:** 4.5/5.0 stars

_— Deepak K._

[Read full review](https://www.g2.com/survey_responses/alibaba-cloudmonitor-review-5050981)

**["A useful Monitoring tool "](https://www.g2.com/survey_responses/alibaba-cloudmonitor-review-1406955)**

**Rating:** 5.0/5.0 stars

_— Douglas G._

[Read full review](https://www.g2.com/survey_responses/alibaba-cloudmonitor-review-1406955)

#### What Are G2 Users Discussing About Alibaba CloudMonitor?

- [Does Alibaba use cloud computing?](https://www.g2.com/discussions/does-alibaba-use-cloud-computing)
- [What is a cloud usage monitor?](https://www.g2.com/discussions/what-is-a-cloud-usage-monitor)
- [What is Alibaba Cloud monitor?](https://www.g2.com/discussions/what-is-alibaba-cloud-monitor)

### [CloudVision](https://www.g2.com/products/cloudvision/reviews)

CloudVision is a network-wide approach for workload orchestration, workflow automation and real-time telemetry as a turnkey solution for Cloud Networking.

**Average Rating:** 4.8/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate CloudVision?

- **Usage Monitoring:** 10.0/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.4/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 8.3/10 (Category avg: 8.9/10)
- **Reporting:** 10.0/10 (Category avg: 8.6/10)

#### Who Is the Company Behind CloudVision?

- **Seller:** [Arista Networks](https://www.g2.com/sellers/arista-networks-39d4d864-54b5-4f9b-bebc-dc5cf72757ca)
- **Year Founded:** 2004
- **HQ Location:** Santa Clara, US
- **Twitter:** @arista\_channels  
2,437 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a7e338eae2efb6b634d22af21495b142fb681168d5515435d076c1132abc21fb&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F80069%2F&secure%5Burl_type%5D=linkedin_company_website)  
5,642 employees on LinkedIn®
- **Ownership:** NYSE:ANET

#### Who Uses This Product?

- **Company Size:** 67% Medium, 33% Large

#### What Are Recent G2 Reviews of CloudVision?

**["Seamless Cloud Networking Made Easy using Turnkey Solution"](https://www.g2.com/survey_responses/cloudvision-review-8302241)**

**Rating:** 5.0/5.0 stars

_— PRANAV K._

[Read full review](https://www.g2.com/survey_responses/cloudvision-review-8302241)

**["User"](https://www.g2.com/survey_responses/cloudvision-review-8508734)**

**Rating:** 4.5/5.0 stars

_— Abu Baker E._

[Read full review](https://www.g2.com/survey_responses/cloudvision-review-8508734)

### [Mirantis OpenStack for Kubernetes](https://www.g2.com/products/mirantis-mirantis-openstack-for-kubernetes/reviews)

Mirantis OpenStack for Kubernetes (MOSK) is a modern, cloud-native approach to Infrastructure-as-a-Service (IaaS). By containerizing OpenStack services and running them on a resilient Kubernetes foundation, MOSK eliminates the traditional complexity of private cloud management. It provides a performant, scalable virtualization platform that allows organizations to deploy, run, and scale bare-metal private clouds with the ease of a public cloud.

**Average Rating:** 4.7/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate Mirantis OpenStack for Kubernetes?

- **Usage Monitoring:** 8.3/10 (Category avg: 9.1/10)
- **Ease of Use:** 8.9/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 9.2/10 (Category avg: 8.9/10)
- **Reporting:** 9.2/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Mirantis OpenStack for Kubernetes?

- **Seller:** [Mirantis](https://www.g2.com/sellers/mirantis)
- **Year Founded:** 1999
- **HQ Location:** Campbell, California
- **Twitter:** @MirantisIT  
14,646 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4765376a82a8262abecbb7043f7fae5aaaec46ca35bdfe8fb7b24877f12d0f7d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F7793%2F&secure%5Burl_type%5D=linkedin_company_website)  
619 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Large, 33% Medium

#### What Are Recent G2 Reviews of Mirantis OpenStack for Kubernetes?

**["Excellent for training services "](https://www.g2.com/survey_responses/mirantis-openstack-for-kubernetes-review-889790)**

**Rating:** 4.5/5.0 stars

_— Daniel B._

[Read full review](https://www.g2.com/survey_responses/mirantis-openstack-for-kubernetes-review-889790)

**["Unified platform to manage cloud native applications"](https://www.g2.com/survey_responses/mirantis-openstack-for-kubernetes-review-4129585)**

**Rating:** 4.5/5.0 stars

_— Nitish S._

[Read full review](https://www.g2.com/survey_responses/mirantis-openstack-for-kubernetes-review-4129585)

### [Sedai](https://www.g2.com/products/sedai/reviews)

Sedai goes beyond recommendations. Our platform takes action to autonomously manage and optimize your cloud resources, without manual intervention. It analyzes your production environment to find cost and reliability optimization opportunities in real time — learning from behavior patterns and adapting to new releases. Under the hood, Sedai uses deep reinforcement learning to predict the impact of potential optimizations, enabling the platform to take these actions safely. Sedai's unique approach makes it the only way way to manage and optimize the cloud at scale. Unlike conventional automation, Sedai doesn't follow fixed rules and scripts. Instead, it acts like an experienced SRE: incrementally adjusting the configuration of your resources until the exact point where performance or availability would be impacted. The result? Sedai has executed more than 25 million autonomous actions in production — with 0 incidents. Ready to save 30–50% on your cloud costs? Visit sedai.io to speak with our cloud optimization experts.

**Average Rating:** 4.5/5.0

**Total Reviews:** 4

#### How Do G2 Users Rate Sedai?

- **Usage Monitoring:** 9.2/10 (Category avg: 9.1/10)
- **Ease of Use:** 7.9/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 10.0/10 (Category avg: 8.9/10)
- **Reporting:** 7.5/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Sedai?

- **Seller:** [Sedai](https://www.g2.com/sellers/sedai)
- **Company Website:** www.sedai.io
- **Year Founded:** 2018
- **HQ Location:** Pleasanton, California, United States
- **Twitter:** @sedai\_io
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=06b8cb963533557e8779e8702607a66c8d30c01a79a88488bd1410f0e81b30d6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsedai&secure%5Burl_type%5D=linkedin_company_website)  
121 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Medium, 50% Small

#### What Are Recent G2 Reviews of Sedai?

**["Easily integrates various monitoring tools available in the environment!"](https://www.g2.com/survey_responses/sedai-review-8493758)**

**Rating:** 5.0/5.0 stars

_— Mindy J._

[Read full review](https://www.g2.com/survey_responses/sedai-review-8493758)

**["Save more with Sedai"](https://www.g2.com/survey_responses/sedai-review-9878763)**

**Rating:** 4.5/5.0 stars

_— dianelys H._

[Read full review](https://www.g2.com/survey_responses/sedai-review-9878763)

#### What Are G2 Users Discussing About Sedai?

- [What is Sedai used for?](https://www.g2.com/discussions/what-is-sedai-used-for)

### [Splunk IT Service Intelligence‎ (ITSI)](https://www.g2.com/products/splunk-it-service-intelligence-itsi/reviews)

Splunk IT Service Intelligence (ITSI) is an AIOps and event management solution that correlates and applies machine learning to all data for real-time, predictive performance monitoring and integrated IT management workflows. This enables teams to prevent incidents before they impact the business, and detect, respond and resolve incidents all from one place.

**Average Rating:** 4.9/5.0

**Total Reviews:** 5

#### How Do G2 Users Rate Splunk IT Service Intelligence‎ (ITSI)?

- **Ease of Use:** 8.8/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Splunk IT Service Intelligence‎ (ITSI)?

- **Seller:** [Cisco](https://www.g2.com/sellers/cisco)
- **Year Founded:** 1984
- **HQ Location:** San Jose, CA
- **Twitter:** @Cisco  
720,366 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=476aeabc5a712d049453edd5c54ea0318890d9e60d93782e37fe028224df1cbd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcisco%2F&secure%5Burl_type%5D=linkedin_company_website)  
95,545 employees on LinkedIn®
- **Ownership:** NASDAQ:CSCO

#### Who Uses This Product?

- **Company Size:** 80% Large, 20% Small

#### What Are Recent G2 Reviews of Splunk IT Service Intelligence‎ (ITSI)?

**["Splunk IT team Integrate of AI for IT technology"](https://www.g2.com/survey_responses/splunk-it-service-intelligence-itsi-review-9736956)**

**Rating:** 5.0/5.0 stars

_— Malapati K._

[Read full review](https://www.g2.com/survey_responses/splunk-it-service-intelligence-itsi-review-9736956)

**["Tool provides complete view of technology stack"](https://www.g2.com/survey_responses/splunk-it-service-intelligence-itsi-review-8302326)**

**Rating:** 5.0/5.0 stars

_— Aak P._

[Read full review](https://www.g2.com/survey_responses/splunk-it-service-intelligence-itsi-review-8302326)

#### What Are G2 Users Discussing About Splunk IT Service Intelligence‎ (ITSI)?

- [What is Splunk IT Service Intelligence‎ (ITSI) used for?](https://www.g2.com/discussions/what-is-splunk-it-service-intelligence-itsi-used-for)

### [Alibaba ActionTrail](https://www.g2.com/products/alibaba-actiontrail/reviews)

ActionTrail documents daily operations to provide an operational history of your Alibaba Cloud account and saves this information to a specified OSS bucket. From the information collected by ActionTrail, you can conveniently perform security analysis, resource tracking, and compliance audits

**Average Rating:** 4.5/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Alibaba ActionTrail?

- **Ease of Use:** 8.3/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Alibaba ActionTrail?

- **Seller:** [Alibaba](https://www.g2.com/sellers/alibaba)
- **HQ Location:** Hangzhou
- **Twitter:** @alibaba\_cloud  
1,189,812 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=04233a035f0a002519b0cdb9979126540aa93dd4a9519e658a93e9e729f58be9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1218665%2F&secure%5Burl_type%5D=linkedin_company_website)  
5,110 employees on LinkedIn®
- **Ownership:** BABA
- **Total Revenue (USD mm):** $509,711

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of Alibaba ActionTrail?

**["The best software I have ever used to analyze my account security"](https://www.g2.com/survey_responses/alibaba-actiontrail-review-1689525)**

**Rating:** 4.5/5.0 stars

_— Hecmilianny C._

[Read full review](https://www.g2.com/survey_responses/alibaba-actiontrail-review-1689525)

#### What Are G2 Users Discussing About Alibaba ActionTrail?

- [What is Alibaba ActionTrail used for?](https://www.g2.com/discussions/what-is-alibaba-actiontrail-used-for)

### [Canonical Landscape](https://www.g2.com/products/canonical-landscape/reviews)

Landscape is the most cost-effective way to support and monitor large and growing networks of desktops, servers and clouds. Reduce your team's efforts required for basic, day-to-day management.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### Who Is the Company Behind Canonical Landscape?

- **Seller:** [Canonical Ltd.](https://www.g2.com/sellers/canonical-ltd)
- **Year Founded:** 2004
- **HQ Location:** London
- **Twitter:** @Canonical  
110,908 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=419861f6764fedcacb9a4344b6bea5b7dd0444fa65efaee135828d209953f258&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F234280%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,974 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of Canonical Landscape?

**["Essential Tool for Managing Ubuntu Environments"](https://www.g2.com/survey_responses/canonical-landscape-review-12706226)**

**Rating:** 5.0/5.0 stars

_— Adam B._

[Read full review](https://www.g2.com/survey_responses/canonical-landscape-review-12706226)

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- [AI Agent Observability](/categories/ai-agent-observability)
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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.

Show More