# Best Cloud Infrastructure Monitoring Tools and Software - Page 7

## 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**

### Google Cloud Monitoring

Cloud Monitoring collects metric data and provides tools that let you monitor and visualize how your applications and services are performing.

[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=2026-08-07T14%3A17%3A32Z&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=40548&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%3D7&secure%5Btoken%5D=7f47ceda4ece462cbcf8d32554905cf5d0537902eb36b39567b96c0e40c75e28&secure%5Burl%5D=https%3A%2F%2Fcloud.google.com%2Fmonitoring%2F%3Futm_source%3DG2%26utm_medium%3Ddisplay%26utm_campaign%3DCloud-SS-DR-GCP-1713658-GCP-DR-NA-US-en-G2-Display-Banner-All-%25epid%21-%25ecid%21-monitoring%26utm_content%3D%7Bdevice%7D-%7Badgroupid%7D-%7Bnetwork%7D-%7Btargetid%7D-%7Bloc_physical_ms%7D-%7Bcampaignid%7D&secure%5Burl_type%5D=custom_url)

### [Clockwork](https://www.g2.com/products/clockwork-clockwork/reviews)

Clockwork.io offers a suite of software tools that comprise a host-based network congestion control and monitoring system. It runs across on-prem data centers and multi-clouds to provide fine-grained control and observability. WIth Clockwork, reduce latency, eliminate almost all packet drops, and optimize network performance to lower costs and improve your user experience. The key to Clockwork’s innovative platform is its Clock Sync product, a scalable, high-accuracy network clock synchronization system. By utilizing precisely synchronized system clocks, Clockwork’s Clock Sync provides the technical foundation to enable a number of functions across your organization that rely on pristine common time, as well as underpinning Clockwork’s own technology stack. Taking aim at the 'clockless architecture' prevalent in distributed systems and networks, Clockwork.io aims to redefine a large part of the way these technologies (which underlie the cloud) are currently practiced. Learn more at clockwork.io

**Average Rating:** 4.5/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Clockwork?

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

#### Who Is the Company Behind Clockwork?

- **Seller:** [Clockwork Systems](https://www.g2.com/sellers/clockwork-systems)
- **Year Founded:** 2018
- **HQ Location:** Palo Alto, US
- **Twitter:** @clockworkio  
80 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=efa3ec245d158e2f8363ad5d53124a500e14e8efe43f9e7edae5875ff8b2908b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fclockwork-systems-inc%2F&secure%5Burl_type%5D=linkedin_company_website)  
40 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

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

**["Optimizing Project Management"](https://www.g2.com/survey_responses/clockwork-review-9308341)**

**Rating:** 4.5/5.0 stars

_— Valeria Z._

[Read full review](https://www.g2.com/survey_responses/clockwork-review-9308341)

### [Exoprise](https://www.g2.com/products/exoprise-systems-exoprise/reviews)

Exoprise is the platform for end-to-end visibility into the networks and applications every organization relies on. Transform IT with CloudReady synthetics for proactive detection and quick resolution. Get secure and complete coverage with Service Watch real-user monitoring, no matter where employees work. Use Exoprise to diagnose and resolve problems faster, improve operations for your entire business.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Exoprise?

- **Ease of Use:** 10.0/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Exoprise?

- **Seller:** [Exoprise Systems](https://www.g2.com/sellers/exoprise-systems)
- **Year Founded:** 2010
- **HQ Location:** Waltham, US
- **Twitter:** @exoprise  
390 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=72602250eda32065a013c8519a1f0a20bf44425bbcc30ec4e92b74d113440745&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fexoprise-systems-inc-&secure%5Burl_type%5D=linkedin_company_website)  
4 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

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

**["CloudReady Monitor is the helper I always needed!"](https://www.g2.com/survey_responses/exoprise-review-3232008)**

**Rating:** 5.0/5.0 stars

_— Verified User in Education Management_

[Read full review](https://www.g2.com/survey_responses/exoprise-review-3232008)

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

- [What is Exoprise CloudReady used for?](https://www.g2.com/discussions/what-is-exoprise-cloudready-used-for)

### [hava.io](https://www.g2.com/products/hava-io/reviews)

Hava gives businesses instant visibility of what they have running in the cloud using automation to provide clear concise cloud architecture, network and security diagrams. By connecting your AWS, Azure or GCP cloud accounts, Hava automatically generates diagrams and compliance reports and then continuously monitors your cloud configurations for changes. Changes are captured in versioning and built in architecture monitoring can trigger alerts showing you exactly what changed. Any two versions can be compared and a revision comparison "Diff" diagram can be generated on the fly showing all the changes between any two dates. An API and CLI are available to let you control the integration into your CI/CD pipeline and there are several plugins and product specific integrations such as Terraform, GitHub and Confluence to help generate and sync diagrams on demand. Hava is available directly from the company website or via the AWS marketplace. Hava Pty Ltd is based in Melbourne Australia and is part of World Kinect Corporation (NYSE symbol: WKC)

**Average Rating:** 4.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate hava.io?

- **Usage Monitoring:** 8.3/10 (Category avg: 9.1/10)
- **Ease of Use:** 8.3/10 (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 hava.io?

- **Seller:** [Hava](https://www.g2.com/sellers/hava)
- **HQ Location:** Melbourne, AU
- **Twitter:** @teamhava  
284 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f31fe3e2881c44681d9a30880dd5b9669273b7a46a349fbd63aea98695fbaead&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fteam-hava%2F&secure%5Burl_type%5D=linkedin_company_website)  
7 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Large

#### What Are Recent G2 Reviews of hava.io?

**["Extended infrastructure view offer cost metric evaluation for AWS accounts & its resource attributes"](https://www.g2.com/survey_responses/hava-io-review-5466910)**

**Rating:** 4.0/5.0 stars

_— Ravi C._

[Read full review](https://www.g2.com/survey_responses/hava-io-review-5466910)

#### What Are G2 Users Discussing About hava.io?

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

### [KloudMate](https://www.g2.com/products/kloudmate/reviews)

KloudMate is an AI-powered unified, Monitoring and Observability platform, designed for monitoring performance of complex networks, infrastructure, and distributed applications. It offers tremendous value for modern engineering teams, who can create metric dashboards, analyze logs, trace requests (APIs, function calls, request paths, database queries, etc…), monitor errors, setup alarms and get insightful metrics on the performance of their applications, in a fraction of the usual time and cost.

**Average Rating:** 4.8/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate KloudMate?

- **Usage Monitoring:** 8.3/10 (Category avg: 9.1/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 6.7/10 (Category avg: 8.9/10)

#### Who Is the Company Behind KloudMate?

- **Seller:** [KloudMate](https://www.g2.com/sellers/kloudmate)
- **HQ Location:** Austin, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ec2d209514f50105fa25ff8a309eb7f7c3661641a90762c6c719272e2a285bd0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fkloudmate&secure%5Burl_type%5D=linkedin_company_website)  
13 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

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

**["Basically a more robust version of Serverless Dashboard"](https://www.g2.com/survey_responses/kloudmate-review-8209485)**

**Rating:** 5.0/5.0 stars

_— Verified User in Marketing and Advertising_

[Read full review](https://www.g2.com/survey_responses/kloudmate-review-8209485)

**["Seamless serverless observability"](https://www.g2.com/survey_responses/kloudmate-review-7804865)**

**Rating:** 4.5/5.0 stars

_— Divya S._

[Read full review](https://www.g2.com/survey_responses/kloudmate-review-7804865)

### [NXT1 LaunchIT](https://www.g2.com/products/nxt1-launchit/reviews)

NXT1 LaunchIT is the developer’s platform to build and operate secure SaaS, enabling instant availability by streamlining and automating every aspect of cloud infrastructure management required for SaaS delivery and sales – simply code and deploy. LaunchIT adheres to CISA’s Secure by Design guidelines and provides a direct path to FedRAMP compliance-readiness at a fraction of the traditional time and cost required, establishing new, impactful sales opportunities into state and federal government agencies. Built on Zero Trust principles, with integrated CI/CD management, multi-account and multi-region support, comprehensive performance management and observability, full ecommerce support, and GitHub integration, LaunchIT accelerates time to revenue for technology startups, legacy application migrations, enterprise expansions, systems integrations, and independent software development. Get started at nxt1.cloud/go. Features: -SaaS Security. LaunchIT eliminates drift from security policies due to the included automated security beyond NIST 800-53 (rev 5) and continuous compliance automation (CCA) to FedRAMP controls -SaaS Infrastructure Management. LaunchIT is designed to be a highly secure, automated, available, and resilient multi-region development platform that securely deploys and autonomously manages cloud-native serverless infrastructure globally to AWS best practices. -CI/CD Pipeline. LaunchIT shifts left security with integrated security tests that maintain strict adherence to security policy prior to deployment of any changes. -SaaS Compliance. Launch your SaaS, ready to be compliant & maintain FedRAMP authorization without the time consuming and expensive re-work, documentation and continuous monitoring. -SaaS Application & Security Operations. LaunchIT provides your SaaS with cloud infrastructure monitoring, application performance monitoring, and cloud-native integrated security tooling to efficiently manage security operations.SaaS Subscription Management. - - -The LaunchIT Dashboard provides a simple, flexible, and secure experience to create accounts, subscribe to services, deploy & monitor services in your accounts, make changes, and pay for services used. -Ecommerce and Marketplaces. LaunchIT provides complete marketplace management and automated deployment, as well as subscriber provisioning, secure access, and continuous audit and monitoring.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate NXT1 LaunchIT?

- **Usage Monitoring:** 8.3/10 (Category avg: 9.1/10)
- **Ease of Use:** 10.0/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 6.7/10 (Category avg: 8.9/10)
- **Reporting:** 10.0/10 (Category avg: 8.6/10)

#### Who Is the Company Behind NXT1 LaunchIT?

- **Seller:** [NXT1](https://www.g2.com/sellers/nxt1)
- **Year Founded:** 2023
- **HQ Location:** Bel Air, US
- **Twitter:** @NXT1Cloud  
11 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ffb4cbfb54c13ca2f0c5d862b0cc60263b43a82691ba63536ad9bb04ffc78757&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnxt1&secure%5Burl_type%5D=linkedin_company_website)  
6 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Do G2 Reviewers Say About NXT1 LaunchIT?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **automation features** of NXT1 LaunchIT, enabling seamless and efficient digital transformations for businesses.
- Users appreciate the **automation efficiency** of NXT1 LaunchIT, which simplifies processes and enhances digital transformations.
- Users appreciate the **auto-scaling capabilities** of NXT1 LaunchIT, enabling efficient growth and adaptation of IT solutions.
- Users value the **ease of use** of NXT1 LaunchIT, simplifying complex processes for efficient digital transformations.
- Users admire the **efficiency** of NXT1 LaunchIT, making digital transformations seamless and empowering businesses to scale effectively.

##### Cons

- Users struggle with the **complex implementation** of NXT1 LaunchIT, often needing more technical expertise than anticipated.
- Users note the **occasional complexity** of NXT1 LaunchIT, which may slow down implementation due to required technical expertise.
- Users find the **complex integration processes** of NXT1 LaunchIT challenging, often requiring unexpected technical expertise.
- Users find the **difficult learning curve** of NXT1 LaunchIT can slow down implementation for those lacking technical expertise.
- Users find the **high expertise required** for integration processes can complicate and slow down implementation of NXT1 LaunchIT.

#### What Are Recent G2 Reviews of NXT1 LaunchIT?

**["Awesome tool to use"](https://www.g2.com/survey_responses/nxt1-launchit-review-9994923)**

**Rating:** 5.0/5.0 stars

_— Muhammad Asad I._

[Read full review](https://www.g2.com/survey_responses/nxt1-launchit-review-9994923)

### [Oban Pro](https://www.g2.com/products/oban-pro/reviews)

Oban is a background job system built in Elixir and Postgres, and packed with enterprise grade features, real-time monitoring with Oban Web, and complex workflow management with Oban Pro.

**Average Rating:** 4.5/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Oban Pro?

- **Usage Monitoring:** 8.3/10 (Category avg: 9.1/10)
- **Ease of Use:** 8.3/10 (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 Oban Pro?

- **Seller:** [OBAN PRO](https://www.g2.com/sellers/oban-pro)
- **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®

#### Who Uses This Product?

- **Company Size:** 100% Large

#### What Are Recent G2 Reviews of Oban Pro?

**["Oban Pro : A powerful project management tool that gets results"](https://www.g2.com/survey_responses/oban-pro-review-9813183)**

**Rating:** 4.5/5.0 stars

_— Verified User in Financial Services_

[Read full review](https://www.g2.com/survey_responses/oban-pro-review-9813183)

### [PureSec](https://www.g2.com/products/puresec/reviews)

Developing robust serverless applications and making sure that application code doesn't introduce vulnerabilities is your responsibility. However, when you adopt serverless platforms like AWS Lambda, you must be aware of the following application security challenges

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate PureSec?

- **Usage Monitoring:** 10.0/10 (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:** 10.0/10 (Category avg: 8.6/10)

#### Who Is the Company Behind PureSec?

- **Seller:** [Palo Alto Networks](https://www.g2.com/sellers/palo-alto-networks)
- **Year Founded:** 2005
- **HQ Location:** Santa Clara, CA
- **Twitter:** @PaloAltoNtwks  
128,951 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=283fa006a7b7db5565e608e4d1bc1dafae45bdf4b312f2cd5bb208ac9271f81d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F30086%2F&secure%5Burl_type%5D=linkedin_company_website)  
22,313 employees on LinkedIn®
- **Ownership:** NYSE: PANW

#### Who Uses This Product?

- **Company Size:** 100% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **excellent customer support** of PureSec, enhancing their experience with valuable guidance and quick responses.
- Users commend the **helpful and responsive customer support** of PureSec, enhancing their overall security management experience.
- Users appreciate the **diminished downtime** thanks to PureSec's real-time threat detection and automated response features.
- Users appreciate the **comprehensive security features** of PureSec, ensuring thorough protection for serverless applications.
- Users admire the **comprehensive security features** of PureSec, ensuring robust protection across all serverless application components.

##### Cons

- Users find the **alert system's false positives** disruptive, leading to unnecessary notifications and interrupted workflows.
- Users find the **difficult learning curve** of PureSec's complex setup process challenging, especially for those new to serverless security.
- Users find the **difficult setup** of PureSec challenging, especially due to its complexity and unclear documentation.
- Users find the **pricing high** , making it difficult for smaller teams or startups to afford PureSec.
- Users find the **learning curve steep** for PureSec, complicating the initial setup and understanding of features.

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

**["PureSec Review : A Comprehensive Look into Serverless Security"](https://www.g2.com/survey_responses/puresec-review-10429361)**

**Rating:** 5.0/5.0 stars

_— Sreelekha K._

[Read full review](https://www.g2.com/survey_responses/puresec-review-10429361)

### [Sightline EDM](https://www.g2.com/products/sightline-edm/reviews)

Sightline EDM™ is so much more than just a customized monitoring & analytics solution, allowing you to harness the power of AI to visualize millions of data points across systems, optimize performance, analyze root causes of issues, increase efficiency, predict future operations or downtime, and alert you to any anomalies, including potential security threats.

**Average Rating:** 4.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Sightline EDM?

- **Usage Monitoring:** 10.0/10 (Category avg: 9.1/10)
- **Ease of Use:** 8.3/10 (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 Sightline EDM?

- **Seller:** [Sightline Systems](https://www.g2.com/sellers/sightline-systems)
- **HQ Location:** Fairfax, US
- **Twitter:** @sightlinesystem  
201 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ad8242ab4aa56fa3d1fb8e37abea11eff943dfe53f7daffc8e9c9fefbb6a23cd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsightlinesystems&secure%5Burl_type%5D=linkedin_company_website)  
30 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Do G2 Reviewers Say About Sightline EDM?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Sightline EDM's **automation capabilities** invaluable for early anomaly detection, preventing critical IT issues effectively.
- Users value the **downtime reduction** from Sightline EDM, effectively preventing critical issues before they impact IT systems.
- Users find Sightline EDM's **issue detection** valuable for identifying potential problems early, ensuring smooth IT system functionality.

##### Cons

- Users experience **slow alert generation** with Sightline EDM, often delaying critical responses during urgent situations.
- Users experience **slow search performance** , with data refresh rates causing delays in critical alerts and response times.

#### What Are Recent G2 Reviews of Sightline EDM?

**["Proactively identifying anomalies and predicting potential issues"](https://www.g2.com/survey_responses/sightline-edm-review-10591558)**

**Rating:** 4.0/5.0 stars

_— Halima K._

[Read full review](https://www.g2.com/survey_responses/sightline-edm-review-10591558)

### [Audit, Watch, Diagnose](https://www.g2.com/products/audit-watch-diagnose/reviews)

ConvOps connects to your AWS CloudWatch and turns noisy alarms into plain-English diagnoses — sent directly to WhatsApp or Slack. When something goes wrong, your on-call engineer gets a message that says what failed, why it failed, and what to do about it — not just a metric name and a threshold. Reply "1" to scale out. Reply "2" to rollback. ConvOps handles the action. What we do: - AI-powered root cause analysis on every CloudWatch alarm - Anomaly detection that catches problems before they become incidents - Actionable diagnoses delivered via WhatsApp and Slack - Reply-based remediation — scale, restart, or rollback without opening a console

#### Who Is the Company Behind Audit, Watch, Diagnose?

- **Seller:** [ConvOps](https://www.g2.com/sellers/convops)
- **Year Founded:** 2026
- **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=7ed954deff8a48d8a7099e2e65e07c4a4d2fcdfa29991751c16919fb1117d1ce&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fconvops&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [DataRadar](https://www.g2.com/products/dataradar/reviews)

DataRadar is a cloud-based platform designed to enhance data reliability and optimize Snowflake utilization and cost. It incorporates a suite of features, including: Data Quality Monitoring: Proactively identifies and addresses data anomalies, inconsistencies, and errors across your data sources and pipelines. Snowflake Cost Optimization: Analyzes warehouse usage patterns, identifies areas for cost reduction, and recommends optimal warehouse configurations to minimize spend. Data Pipeline Monitoring: Provides real-time visibility into data flow, detects bottlenecks, and alerts users to potential disruptions. Schema Management: Tracks schema changes across your data sources, enabling proactive responses to evolving data structures. Automated Alerts & Notifications: Delivers timely alerts and notifications via various channels (email, Slack, etc.) to ensure rapid issue resolution. Why DataRadar? Maintaining the utmost data quality, reliability, and gaining comprehensive visibility into your Snowflake data cloud usage and spending is critical for the prosperity of your business. But the reality is, data issues happen. Simple errors at the data source or within pipelines can amplify quickly into expensive problems, causing trust issues and compromising the reliability of your data. How DataRadar empowers you : Proactively identify and resolve data quality issues with real-time alerts and automated checks. Optimize Snowflake costs by analyzing resource utilization, identifying underutilized resources, and recommending optimal warehouse configurations. Gain complete visibility into your data pipelines with end-to-end monitoring and automated alerts for any disruptions. Improve data reliability and trust by ensuring data accuracy and consistency across your entire data ecosystem. Maximize your Snowflake ROI by optimizing resource allocation and minimizing data-related downtime.

#### Who Is the Company Behind DataRadar?

- **Seller:** [DataRadar Solutions](https://www.g2.com/sellers/dataradar-solutions)
- **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®

### [DX Unified Infrastructure Management](https://www.g2.com/products/dx-unified-infrastructure-management/reviews)

DX Infrastructure Manager provides a single, analytics-driven solution for proactively and efficiently managing your private and public cloud, infrastructure, and applications. For customers, this translates into faster mean time to repair and increased confidence for cloud adoption, as well as reduced cost and complexity of managing multiple infrastructure monitoring tools. By integrating with our AIOps from Broadcom® platform, users can also use this infrastructure monitoring tool to drive decision making with AI and machine learning capabilities.

#### Who Is the Company Behind DX Unified Infrastructure Management?

- **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

### [Enterprise360](https://www.g2.com/products/enterprise360/reviews)

Unified IT Monitoring Solution for end-to-end visibility into health and performance of entire IT across IT network, Infrastructure, applications and also cyber threat monitoring. IT monitoring using individual IT monitoring tools will leave your IT teams puzzled with narrow and siloed visibility. ThoughtData's industry's first true unified IT monitoring solution provides correlated observability into all areas of IT including network, infrastructure, applications and cyber threats in one single platform.

#### Who Is the Company Behind Enterprise360?

- **Seller:** [ThoughtData](https://www.g2.com/sellers/thoughtdata)
- **Year Founded:** 2019
- **HQ Location:** Acton, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=498bcd2f4cfde7e5b766ce1c1de30fb6f2bb30b96d0837ecb84c578c0c4b213a&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fthought-data&secure%5Burl_type%5D=linkedin_company_website)  
15 employees on LinkedIn®

### [F5 Distributed Cloud Console](https://www.g2.com/products/f5-distributed-cloud-console/reviews)

F5 Distributed Cloud Console is a SaaS-based operations and observability platform designed to manage and secure applications and infrastructure across multi-cloud and edge environments. It offers a unified interface for monitoring, configuring, and orchestrating services, ensuring consistent security policies and operational efficiency. By providing real-time insights and proactive alerts, the console enables organizations to maintain optimal application performance and security. Key Features and Functionality: - Unified Management Interface: Centralized dashboard for overseeing infrastructure, services, and applications across diverse environments, including public clouds , on-premises data centers, and edge locations. - Multi-Layer Security Controls: Enforces consistent security policies to protect applications, APIs, and critical assets such as keys and certificates, ensuring comprehensive protection across all platforms. - Real-Time Monitoring and Alerts: Provides end-to-end visibility into network and application performance with AI/ML-driven analytics, delivering early warnings and actionable insights to maintain compliance with key performance indicators. - DevOps Integration: Supports cloud-native tools like Terraform and offers APIs for automation, facilitating seamless integration into existing DevOps workflows and enhancing operational agility. - Collaborative Environment: Enables multiple teams to operate across functions and projects using a shared console, improving coordination and accelerating deployment processes. Primary Value and Problem Solved: F5 Distributed Cloud Console addresses the complexities of managing and securing applications in distributed, multi-cloud environments. By offering a centralized platform with integrated security and observability tools, it simplifies operations, enhances security posture, and improves team collaboration. Organizations benefit from reduced management overhead, proactive issue resolution, and the ability to enforce consistent policies across all deployment environments, leading to increased operational efficiency and application reliability.

#### Who Is the Company Behind F5 Distributed Cloud Console?

- **Seller:** [F5](https://www.g2.com/sellers/f5-f6451ada-8c47-43f5-b017-58663a045bc5)
- **HQ Location:** Seattle, Washington
- **Twitter:** @F5Networks  
1,385 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c7f11d476d00d2f94515d8841a7c9d683a4303902a44318177a444690ba1c225&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F4841%2F&secure%5Burl_type%5D=linkedin_company_website)  
6,165 employees on LinkedIn®

### [F5 Distributed Cloud Synthetic Monitoring](https://www.g2.com/products/f5-distributed-cloud-synthetic-monitoring/reviews)

F5 Distributed Cloud Synthetic Monitoring is a comprehensive service designed to proactively assess and ensure the health and performance of applications. By simulating user interactions, it provides real-time insights into application uptime, responsiveness, and overall health, enabling organizations to detect and address issues before they impact end users. This proactive approach significantly reduces the mean time to resolution for application-related problems, enhancing the digital experience for customers. Key Features and Functionality: - HTTP Synthetic Monitors: Simulate user HTTP requests to evaluate the health and performance of application endpoints globally. - DNS Synthetic Monitors: Assess the configuration, response types, and performance of DNS infrastructure to ensure reliable domain name resolution. - TLS Score Reports: Automatically generate daily TLS reports, providing scores based on exposed vulnerabilities, supported protocols, and cipher suites, aiding in maintaining robust security postures. - Global Monitoring: Deploy monitors across various global regions to gather data on user experiences from different geographical locations, offering a holistic view of application performance. - Focused Alerts: Receive targeted notifications and alerts, ensuring that operational teams are promptly informed of critical events requiring attention. Primary Value and Problem Solved: F5 Distributed Cloud Synthetic Monitoring empowers organizations to proactively monitor and validate application performance, reducing downtime and enhancing user satisfaction. By identifying and resolving issues before they affect end users, businesses can maintain high service availability and reliability. The service's comprehensive monitoring capabilities, including HTTP and DNS assessments, TLS evaluations, and global reach, provide actionable insights that facilitate rapid issue resolution and continuous performance optimization. This proactive monitoring approach ensures a superior digital experience for customers and supports the organization's operational excellence.

#### Who Is the Company Behind F5 Distributed Cloud Synthetic Monitoring?

- **Seller:** [F5](https://www.g2.com/sellers/f5-f6451ada-8c47-43f5-b017-58663a045bc5)
- **HQ Location:** Seattle, Washington
- **Twitter:** @F5Networks  
1,385 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c7f11d476d00d2f94515d8841a7c9d683a4303902a44318177a444690ba1c225&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F4841%2F&secure%5Burl_type%5D=linkedin_company_website)  
6,165 employees on LinkedIn®

### [Galileo Suite](https://www.g2.com/products/galileo-suite/reviews)

Galileo is an infrastructure observability platform built for the modern data center. It gives IT teams unified visibility across servers, storage, networks, and hybrid environments so they can understand how infrastructure is performing today and where it is heading next. Galileo combines three core capabilities in a single platform: performance optimization, real-time alerting, and strategic reporting. Performance analytics reveal trends, inefficiencies, and emerging capacity constraints. Intelligent alerts surface issues quickly and accelerate root cause analysis. Flexible reporting transforms operational data into insights that support confident infrastructure decisions. With detailed historical telemetry and integrated capacity planning, Galileo helps organizations forecast demand, right-size resources, and manage infrastructure with clarity and control.

#### Who Is the Company Behind Galileo Suite?

- **Seller:** [Advanced Technology Services Group](https://www.g2.com/sellers/advanced-technology-services-group)
- **Year Founded:** 2001
- **HQ Location:** Malvern, US
- **Twitter:** @GalileoPE
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dfbdda4a990769be6b9a1c35d00f170aca662fac7c6fbcb1e26abc42c387d213&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fthe-ats-group%2F&secure%5Burl_type%5D=linkedin_company_website)  
54 employees on LinkedIn®

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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)
- [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.

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