# Best Cloud Infrastructure Monitoring Tools and Software - Page 4

## 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**

### Datadog

Datadog is the monitoring, security and analytics platform for developers, IT operations teams, security engineers and business users in the cloud age. The SaaS platform integrates and automates infrastructure monitoring, application performance monitoring and log management to provide unified, real-time observability of our customers' entire technology stack. Datadog is used by organizations of all sizes and across a wide range of industries to enable digital transformation and cloud migration, drive collaboration among development, operations, security and business teams, accelerate time to market for applications, reduce time to problem resolution, secure applications and infrastructure, understand user behavior and track key business metrics.

[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=2026-08-07T10%3A28%3A43Z&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=3824&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%3D4&secure%5Btoken%5D=02fec8a91d764537e19bfcdc75a39792440820c6b5c51d2b3c0d4db68f6e088e&secure%5Burl%5D=https%3A%2F%2Fwww.datadoghq.com%2Fdg%2Fmonitor%2Ffree-trial-g2%2F%3Futm_source%3Dg2crowd%26utm_medium%3Dreview-site%26utm_campaign%3Ddg-coreplatform-multi-ww-en-g2&secure%5Burl_type%5D=custom_url)

### [Chronosphere](https://www.g2.com/products/chronosphere/reviews)

Chronosphere is the only observability platform that puts you back in control by taming rampant data growth and cloud-native complexity, delivering increased business confidence. Chronosphere is an efficient, reliable and flexible SaaS solution, built for scaling cloud-native engineering organizations. Teams at startups to well-known global brands in the Fortune 500 around the world trust Chronosphere to help them operate scalable, highly available, and resilient applications. The Chronosphere platform can ingest metrics and distributed trace data in a variety of open source formats, allowing you to leverage existing observability investments for greater speed and flexibility.

**Average Rating:** 4.5/5.0

**Total Reviews:** 20

#### How Do G2 Users Rate Chronosphere?

- **Usage Monitoring:** 9.0/10 (Category avg: 9.1/10)
- **Ease of Use:** 8.1/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 9.0/10 (Category avg: 8.9/10)
- **Reporting:** 9.2/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Chronosphere?

- **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?

- **Top Industries:** Financial Services
- **Company Size:** 65% Large, 25% Medium

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

**["An exceptional, pragmatic observability platform"](https://www.g2.com/survey_responses/chronosphere-review-8160014)**

**Rating:** 5.0/5.0 stars

_— Verified User in Health, Wellness and Fitness_

[Read full review](https://www.g2.com/survey_responses/chronosphere-review-8160014)

**["A great tool for metrics at scale"](https://www.g2.com/survey_responses/chronosphere-review-7724805)**

**Rating:** 5.0/5.0 stars

_— Alec L._

[Read full review](https://www.g2.com/survey_responses/chronosphere-review-7724805)

### [Sematext Cloud](https://www.g2.com/products/sematext-cloud/reviews)

Sematext Cloud is an innovative, unified platform with all-in-one solutions for infrastructure monitoring, application performance monitoring, log management, real user monitoring, and synthetic monitoring to provide unified, real-time observability of your entire technology stack. It's used by organizations of all sizes and across a wide range of industries, with the goal of driving collaboration between engineering and business teams, reduce the time of root-cause-analysis, understand user behavior and track key business metrics.

**Average Rating:** 4.7/5.0

**Total Reviews:** 38

#### How Do G2 Users Rate Sematext Cloud?

- **Usage Monitoring:** 9.0/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.3/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 9.0/10 (Category avg: 8.9/10)
- **Reporting:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Sematext Cloud?

- **Seller:** [Sematext](https://www.g2.com/sellers/sematext)
- **Year Founded:** 2007
- **HQ Location:** Brooklyn, NY
- **Twitter:** @sematext  
3,758 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9ef9658abcdda34cebeabbaf1e81c146f42e3177609ece941218d37cd531d44c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F294493%2F&secure%5Burl_type%5D=linkedin_company_website)  
16 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 47% Medium, 45% Small

#### What Are Recent G2 Reviews of Sematext Cloud?

**["Amazing tool to monitor your workloads"](https://www.g2.com/survey_responses/sematext-cloud-review-9107461)**

**Rating:** 5.0/5.0 stars

_— Ganesha B._

[Read full review](https://www.g2.com/survey_responses/sematext-cloud-review-9107461)

**["A next generation monitoring tool"](https://www.g2.com/survey_responses/sematext-cloud-review-8597176)**

**Rating:** 5.0/5.0 stars

_— Daniel A._

[Read full review](https://www.g2.com/survey_responses/sematext-cloud-review-8597176)

#### What Are G2 Users Discussing About Sematext Cloud?

- [What is Sematext Cloud used for?](https://www.g2.com/discussions/what-is-sematext-cloud-used-for)

### [NetApp Data Infrastructure Insights](https://www.g2.com/products/netapp-data-infrastructure-insights/reviews)

NetApp Cloud Insights is an infrastructure monitoring tool that gives you visibility into your complete infrastructure. With Cloud Insights, you can monitor, troubleshoot and optimize all your resources including your public clouds and your private data centers.

**Average Rating:** 4.4/5.0

**Total Reviews:** 13

#### How Do G2 Users Rate NetApp Data Infrastructure Insights?

- **Usage Monitoring:** 9.4/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.3/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 9.3/10 (Category avg: 8.9/10)
- **Reporting:** 9.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind NetApp Data Infrastructure Insights?

- **Seller:** [NetApp](https://www.g2.com/sellers/netapp)
- **Year Founded:** 1992
- **HQ Location:** Sunnyvale, California
- **Twitter:** @NetApp  
118,015 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=03ef34693caf2db4f0f1b0b6f59cc875a5d965731467ae3f27332b9e672139a7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2105%2F&secure%5Burl_type%5D=linkedin_company_website)  
12,682 employees on LinkedIn®
- **Ownership:** NASDAQ

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 43% Large, 29% Medium

#### What Do G2 Reviewers Say About NetApp Data Infrastructure Insights?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **real-time insights** of NetApp Data Infrastructure Insights, enhancing adaptability and scalability for their cloud environments.
- Users value the **effective reporting capabilities** of NetApp Data Infrastructure Insights, aiding in infrastructure understanding and management.
- Users appreciate the **robust reporting features** of NetApp Data Infrastructure Insights, which enhance infrastructure understanding and management.
- Users value the **adaptability and scalability** of NetApp Data Infrastructure Insights, finding it an effective all-in-one solution.
- Users value the **real-time insights** provided by NetApp Data Infrastructure Insights for effective cloud resource management.

##### Cons

- Users find the **cost prohibitive** , making it a challenge for some organizations to adopt NetApp Data Infrastructure Insights.
- Users often face **pricing issues** with NetApp Data Infrastructure Insights, making cost management challenging and frustrating.

#### What Are Recent G2 Reviews of NetApp Data Infrastructure Insights?

**["NetApp Cloud Insights identifies performance bottlenecks & helps with unused resource decommissions"](https://www.g2.com/survey_responses/netapp-data-infrastructure-insights-review-8080759)**

**Rating:** 4.5/5.0 stars

_— Meghna S._

[Read full review](https://www.g2.com/survey_responses/netapp-data-infrastructure-insights-review-8080759)

**["Monitor, Report and Control your workload via Netapp Cloud Insight"](https://www.g2.com/survey_responses/netapp-data-infrastructure-insights-review-7825090)**

**Rating:** 4.0/5.0 stars

_— Rajkishore S._

[Read full review](https://www.g2.com/survey_responses/netapp-data-infrastructure-insights-review-7825090)

#### What Are G2 Users Discussing About NetApp Data Infrastructure Insights?

- [What is NetApp CVS?](https://www.g2.com/discussions/what-is-netapp-cvs)
- [Which three advantages does your data fabric powered by NetApp provide?](https://www.g2.com/discussions/which-three-advantages-does-your-data-fabric-powered-by-netapp-provide)
- [What is NetApp cloud insight?](https://www.g2.com/discussions/what-is-netapp-cloud-insight)
- [What are the three features of NetApp cloud Insights?](https://www.g2.com/discussions/what-are-the-three-features-of-netapp-cloud-insights)

### [Mezmo](https://www.g2.com/products/mezmo/reviews)

Mezmo built an AI SRE agent that helps SRE and platform teams manage production environments with greater context, control, and trust. It supports autonomous incident detection, investigates incidents, identifies likely root causes, generates post-mortems, and turns repeatable operations work into governed agentic workflows on-call teams can rely on. The agent runs on AURA, Mezmo’s open-source agent harness, and is grounded by Mezmo’s real-time telemetry pipeline. Together, they give the agent task-ready context from logs, metrics, and traces instead of raw data dumps. Mezmo keeps production AI inspectable and controlled. Teams can connect their own models, integrate existing tools through MCP, run workflows on their own infrastructure, and audit every plan, prompt, and tool call. Mezmo is built for SRE and platform teams that want to bring AI into production operations without giving up control, context, or trust.

**Average Rating:** 4.6/5.0

**Total Reviews:** 213

#### How Do G2 Users Rate Mezmo?

- **Usage Monitoring:** 9.0/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.0/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 8.4/10 (Category avg: 8.9/10)
- **Reporting:** 8.8/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Mezmo?

- **Seller:** [Mezmo](https://www.g2.com/sellers/mezmo)
- **Year Founded:** 2015
- **HQ Location:** San Jose, California
- **Twitter:** @mezmodata  
1,733 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=84ed4135b8c0ef1fdda6394cd0862d79b2145c787cb2f9f1d0cdf5db5deb9e0a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmezmo%2F&secure%5Burl_type%5D=linkedin_company_website)  
61 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, CTO
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 64% Small, 32% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users enjoy the **ease of use** of Mezmo, highlighting its intuitive UI and efficient log analysis capabilities.
- Users appreciate the **ease of log collection and analysis** with Mezmo, enhancing incident response efficiency significantly.
- Users value the **real-time monitoring** capabilities of Mezmo, streamlining log management and incident response efficiency.
- Users appreciate the **real-time monitoring** capabilities of Mezmo, enhancing incident response and simplifying log analysis.
- Users commend Mezmo for its **efficiency improvement** , significantly enhancing productivity and simplifying log management across systems.

##### Cons

- Users find the **UX improvement** necessary, as the website design complicates navigation and access to documentation.
- Users note that the **complex setup** of Mezmo demands specialized skills and significant resources for effective implementation.
- Users are concerned about the **high costs** of Mezmo, especially with rising prices based on log volume.
- Users find the **learning difficulty** of Mezmo challenging at first, but recent improvements have aided in understanding.
- Users find it frustrating that they cannot use **regular "log" level** and face limitations on log submission.

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

**["Mezmo has helped our security operations as far as speed, efficiency, and integrations available"](https://www.g2.com/survey_responses/mezmo-review-11110311)**

**Rating:** 5.0/5.0 stars

_— Verified User in Telecommunications_

[Read full review](https://www.g2.com/survey_responses/mezmo-review-11110311)

**["Streamlined Log Management and Observability with Mezmo"](https://www.g2.com/survey_responses/mezmo-review-11670560)**

**Rating:** 5.0/5.0 stars

_— Nilansh B._

[Read full review](https://www.g2.com/survey_responses/mezmo-review-11670560)

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

- [What does LogDNA do?](https://www.g2.com/discussions/what-does-logdna-do)
- [Is LogDNA open source?](https://www.g2.com/discussions/is-logdna-open-source) - 1 comment
- [What is the use of log DNA?](https://www.g2.com/discussions/what-is-the-use-of-log-dna)
- [How do you use LogDNA?](https://www.g2.com/discussions/how-do-you-use-logdna) - 1 comment

### [Lumigo](https://www.g2.com/products/lumigo-lumigo/reviews)

Lumigo is a cloud native observability and debugging platform purpose-built for serverless and containerized applications. With best-in-breed distributed tracing, Lumigo helps developers and engineers navigate the complexities of highly distributed cloud applications with confidence. Deployed with zero code changes, Lumigo connects every component in modern applications, from AWS serverless and containerized services to 3rd party integrations, making it easy and quick to find and fix bugs, errors or performance issues. Visual Debugging - With no manual code changes, Lumigo visualizes your entire environment, including your containers, Lambdas, AWS managed services, and every API call to third parties. One-Click Distributed Tracing - Go beyond just metrics and logs with Lumigo’s visual stack trace of the entire request or transaction that you can seamlessly navigate to find the root cause of issues in seconds. Identify & Remove Performance Bottlenecks- Easily surface critical insights about your serverless and containerized applications to understand system health, explore performance issues, lower costs and remove bottlenecks. Serverless-Specific Smart Alerts- Predictive analytics identifies issues before they impact performance or end-users and sends alerts directly to Slack, email or any other tool in your workflow. Clear View of Your Architecture- Forget whiteboards. Lumigo provides a visual, always up-to-date view of your entire architecture. Works with your Existing Toolchain- Whether it's alerted to Slack, Microsoft Teams, VictorOps or PagerDuty, the ability to create issues directly in Jira or deploy via Terraform or Serverless Framework, Lumigo plays nice with your eco-system. Get up & running in minutes——start free! https://lumigo.io

**Average Rating:** 4.8/5.0

**Total Reviews:** 83

#### How Do G2 Users Rate Lumigo?

- **Usage Monitoring:** 9.3/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.3/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 9.0/10 (Category avg: 8.9/10)
- **Reporting:** 8.5/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Lumigo?

- **Seller:** [Lumigo](https://www.g2.com/sellers/lumigo)
- **Year Founded:** 2018
- **HQ Location:** San Francisco, California
- **Twitter:** @Lumigo  
1,977 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9953cefd3f79f3cf15edacf0d8c8d0dad680aaa9248a10b22043e2985fcaec4b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F11839899%2F&secure%5Burl_type%5D=linkedin_company_website)  
14 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 57% Small, 34% Medium

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

**["Lumigo helps us keep on track of all our AWS infrastructure"](https://www.g2.com/survey_responses/lumigo-review-8632825)**

**Rating:** 5.0/5.0 stars

_— Elizabeth K._

[Read full review](https://www.g2.com/survey_responses/lumigo-review-8632825)

**["Best option for monitoring applications run on cloud and hear for quick alerts in case of errors."](https://www.g2.com/survey_responses/lumigo-review-8672129)**

**Rating:** 5.0/5.0 stars

_— Shravan K._

[Read full review](https://www.g2.com/survey_responses/lumigo-review-8672129)

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

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

### [ThousandEyes](https://www.g2.com/products/thousandeyes/reviews)

Cisco ThousandEyes empowers organizations to assure every digital experience across every network, everywhere, every time. With built-in AI and powerful ecosystem integrations, ThousandEyes enables IT teams to proactively detect, diagnose, and resolve issues before they impact end-user experiences. ThousandEyes is deeply integrated across Cisco's entire technology portfolio and beyond, enabling customers to deploy at scale while delivering assurance across Cisco's industry-leading Networking, Security, Collaboration, and Observability solutions.

**Average Rating:** 4.5/5.0

**Total Reviews:** 79

#### How Do G2 Users Rate ThousandEyes?

- **Usage Monitoring:** 9.2/10 (Category avg: 9.1/10)
- **Ease of Use:** 8.2/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 9.0/10 (Category avg: 8.9/10)
- **Reporting:** 8.8/10 (Category avg: 8.6/10)

#### Who Is the Company Behind ThousandEyes?

- **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?

- **Top Industries:** Information Technology and Services, Computer Networking
- **Company Size:** 79% Large, 13% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **clear visibility** ThousandEyes provides, streamlining issue tracking and enhancing network performance efficiently.
- Users appreciate the **clear visibility and detailed insights** from ThousandEyes, enhancing network performance and saving time.
- Users value the **real-time visibility** of ThousandEyes, streamlining issue detection and enhancing network performance significantly.
- Users value the **clear visibility** provided by ThousandEyes, enabling real-time problem detection and efficient network management.
- Users value the **clear visibility** of ThousandEyes, enabling efficient real-time problem detection and network management.

##### Cons

- Users find the **complex configuration** challenging, requiring significant time and effort to navigate effectively.
- Users find the **complex interface** of ThousandEyes challenging, affecting their understanding of configuration and metrics.
- Users find the **complex setup** challenging due to a steep learning curve and overwhelming interface at first.
- Users often find **configuration difficulties** with ThousandEyes due to non-intuitive metric screens, hindering ease of use.
- Users find the **difficult learning** curve challenging, requiring significant time to grasp all the features effectively.

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

**["Additional Features great for Network Visibility and Availability"](https://www.g2.com/survey_responses/thousandeyes-review-12098031)**

**Rating:** 4.0/5.0 stars

_— Verified User in Banking_

[Read full review](https://www.g2.com/survey_responses/thousandeyes-review-12098031)

**["Real-Time Network Visibility with Some Learning Curve"](https://www.g2.com/survey_responses/thousandeyes-review-12315384)**

**Rating:** 4.0/5.0 stars

_— Dev S._

[Read full review](https://www.g2.com/survey_responses/thousandeyes-review-12315384)

### [IT-Conductor](https://www.g2.com/products/it-conductor/reviews)

IT-Conductor is a patented, cloud-based service orchestration and automation platform designed to monitor, manage, and orchestrate enterprise IT through intelligent automation. As a global remote trusted advisor for enterprise customers, we deliver comprehensive solutions to optimize IT and business operations, including application performance management, cloud migration, and workflow orchestration. By leveraging intelligent automation, we empower our customers and managed service providers with a trusted partner to manage and automate end-to-end service delivery, enabling seamless management of their entire IT services portfolio.

**Average Rating:** 4.8/5.0

**Total Reviews:** 15

#### How Do G2 Users Rate IT-Conductor?

- **Usage Monitoring:** 9.6/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.1/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 9.6/10 (Category avg: 8.9/10)
- **Reporting:** 8.8/10 (Category avg: 8.6/10)

#### Who Is the Company Behind IT-Conductor?

- **Seller:** [IT-Conductor](https://www.g2.com/sellers/it-conductor)
- **Year Founded:** 2014
- **HQ Location:** Cupertino, CA
- **Twitter:** @ITConductor  
55 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=80e591132aeebc7caf1e8ca6ba175dcee9aeaf93e441a15f7da1c2c112f9261a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2295121%2F&secure%5Burl_type%5D=linkedin_company_website)  
18 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 47% Large, 35% Medium

#### What Do G2 Reviewers Say About IT-Conductor?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **automation capabilities** of IT-Conductor, enabling efficient management and significant reduction in manual tasks.
- Users value the **cost-effective cloud services** of IT-Conductor, enjoying reduced infrastructure expenses and enhanced automation capabilities.
- Users appreciate the **configuration ease** of IT-Conductor, enabling efficient automation and seamless management of SAP tasks.
- Users value the **cost savings** from IT-Conductor's cloud-based infrastructure, significantly reducing expenses compared to other tools.
- Users commend the **knowledgeable and prompt customer support** of IT-Conductor, enhancing system stability and reliability.

##### Cons

- Users note a **learning curve** with IT-Conductor, but onboarding support helps ease the transition to automation tools.

#### What Are Recent G2 Reviews of IT-Conductor?

**["Saved us time and cost. Game-changer for teams working with SAP!"](https://www.g2.com/survey_responses/it-conductor-review-11300733)**

**Rating:** 5.0/5.0 stars

_— Verified User in Hospital & Health Care_

[Read full review](https://www.g2.com/survey_responses/it-conductor-review-11300733)

**["IT-Conductor offer server comparison feature which is useful to work with multi-region Azure Tenants"](https://www.g2.com/survey_responses/it-conductor-review-6522965)**

**Rating:** 4.0/5.0 stars

_— Ravi C._

[Read full review](https://www.g2.com/survey_responses/it-conductor-review-6522965)

#### What Are G2 Users Discussing About IT-Conductor?

- [What is IT-Conductor used for?](https://www.g2.com/discussions/what-is-it-conductor-used-for)

### [meshIQ](https://www.g2.com/products/meshiq/reviews)

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.

**Average Rating:** 4.6/5.0

**Total Reviews:** 100

#### How Do G2 Users Rate meshIQ?

- **Usage Monitoring:** 9.4/10 (Category avg: 9.1/10)
- **Ease of Use:** 8.6/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 9.0/10 (Category avg: 8.9/10)
- **Reporting:** 9.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind meshIQ?

- **Seller:** [meshIQ](https://www.g2.com/sellers/meshiq)
- **Company Website:** www.meshiq.com
- **Year Founded:** 1994
- **HQ Location:** Plainview, NY
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6ae12737b76d06acefae1190bf0238ab1bc7076e40569f64e10b7e757474e81a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnastel-technologies%2F&secure%5Burl_type%5D=linkedin_company_website)  
62 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer
- **Top Industries:** Banking, Information Technology and Services
- **Company Size:** 43% Large, 37% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **ease of use** of meshIQ, appreciating its intuitive design and unified view across platforms.
- Users value the **real-time monitoring** of meshIQ, facilitating quick issue detection and enhancing operational efficiency.
- Users appreciate the **intuitive user interface** of meshIQ, enabling quick insights for both technical and management teams.
- Users appreciate the **deep visibility** into middleware environments, making monitoring and troubleshooting significantly easier.
- Users appreciate the **deep visibility into middleware environments** provided by meshIQ, simplifying monitoring and troubleshooting significantly.

##### Cons

- Users find the **difficult learning** curve of meshIQ overwhelming, especially for advanced configurations and heavy datasets.
- Users find the **learning curve steep** for MeshIQ, as the powerful features can be overwhelming initially.
- Users find the **complexity of initial setup** and dense configurations challenging, hindering effective use of meshIQ.
- Users find the **difficult configuration** of meshIQ time-consuming and challenging, especially for those unfamiliar with the system.
- Users find the **learning difficulty** of meshIQ challenging, particularly during initial setup and advanced feature usage.

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

**["Robust Message Tracking, Needs Better Observability"](https://www.g2.com/survey_responses/meshiq-review-11712309)**

**Rating:** 4.0/5.0 stars

_— kamalakar r._

[Read full review](https://www.g2.com/survey_responses/meshiq-review-11712309)

**["MeshIQ Keeps Improving: Expanding Monitoring and Responsive Customer Success"](https://www.g2.com/survey_responses/meshiq-review-13208911)**

**Rating:** 4.0/5.0 stars

_— Tanumoy G._

[Read full review](https://www.g2.com/survey_responses/meshiq-review-13208911)

### [NETSCOUT Network & Application Observability](https://www.g2.com/products/netscout-network-application-observability/reviews)

NETSCOUT’s Network & Application Observability solution is engineered for IT practitioners who need deep, real-time visibility into complex hybrid environments. Whether you're managing a sprawling data center, a multi-cloud deployment, 5G deployment, or a remote workforce, this solution delivers the actionable intelligence required to maintain performance, availability, and user experience across every layer of your infrastructure. At its core, NETSCOUT leverages Deep Packet Inspection (DPI) to convert raw network traffic into smart data. This allows IT teams to monitor application behavior, network performance, and service dependencies with precision, even in containerized environments. The result is a unified, end-to-end view that helps you quickly isolate root causes, reduce mean time to knowledge (MTTK), and proactively resolve issues before they impact users or business operations. What sets NETSCOUT apart is its ability to scale observability across both legacy and modern architectures without requiring intrusive agents or instrumentation. It integrates seamlessly with existing workflows and tools, providing consistent visibility whether you're troubleshooting a VoIP degradation, tracking down a cloud latency spike, or validating the performance of a new application rollout. For IT professionals tasked with ensuring uptime and optimizing digital experiences, NETSCOUT’s observability platform is not just a monitoring tool—it’s a strategic asset that transforms packet-level data into operational intelligence. Products included in this solution: - nGeniusONE - InfiniStreamNG - vSTREAM - Packet Flow Switches (PFS) and TAPs

**Average Rating:** 4.5/5.0

**Total Reviews:** 88

#### How Do G2 Users Rate NETSCOUT Network & Application Observability?

- **Usage Monitoring:** 10.0/10 (Category avg: 9.1/10)
- **Ease of Use:** 8.0/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 5.8/10 (Category avg: 8.9/10)
- **Reporting:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind NETSCOUT Network & Application Observability?

- **Seller:** [NETSCOUT](https://www.g2.com/sellers/netscout)
- **Company Website:** www.netscout.com
- **Year Founded:** 1984
- **HQ Location:** Westford, Mass.
- **Twitter:** @NETSCOUT  
13,759 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0539fd13e4b3252ce5ce69ecb5c1ed6ce9b59b6b9d04438c62f4642859b4e48e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnetscout%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,692 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Telecommunications, Financial Services
- **Company Size:** 38% Large, 30% Medium

#### What Do G2 Reviewers Say About NETSCOUT Network & Application Observability?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **comprehensive visibility** NETSCOUT provides, enabling swift issue resolution and enhanced performance monitoring.
- Users value the **efficient issue detection** of NETSCOUT, allowing quick resolution of network and application problems.
- Users value the **comprehensive visibility** NETSCOUT provides, enhancing network and application performance monitoring effectively.
- Users value the **reliability** of NETSCOUT for proactive troubleshooting and comprehensive insights into network performance.
- Users value the **ease of use** of NETSCOUT Network & Application Observability, appreciating its straightforward setup and configuration.

##### Cons

- Users find the **steep learning curve** challenging, requiring specialized knowledge and complicating implementation and integration.
- Users find the **complexity of implementation** challenging due to the steep learning curve and resource intensity.
- Users find the **difficult learning curve** due to complex setup and interface, impacting initial usage and efficiency.
- Users find the **complex setup** challenging, requiring extensive specialized knowledge and making initial implementation difficult.
- Users often find the **complex configuration** of NETSCOUT challenging, particularly for teams lacking deep network expertise.

#### What Are Recent G2 Reviews of NETSCOUT Network & Application Observability?

**["Essential for Real-Time Network Monitoring"](https://www.g2.com/survey_responses/netscout-network-application-observability-review-13077478)**

**Rating:** 5.0/5.0 stars

_— Hariom K._

[Read full review](https://www.g2.com/survey_responses/netscout-network-application-observability-review-13077478)

**["Powerful Network Visibility, Steep Learning Curve"](https://www.g2.com/survey_responses/netscout-network-application-observability-review-13069041)**

**Rating:** 4.0/5.0 stars

_— Ashwathanarayana H._

[Read full review](https://www.g2.com/survey_responses/netscout-network-application-observability-review-13069041)

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

Logz.io is an AI-powered observability platform designed to help teams solve critical log management, monitoring, and troubleshooting challenges. Built for modern environments, Logz.io unifies log management, infrastructure monitoring, and distributed tracing in a single platform to provide deep, actionable insights into system performance and health. At its core, Logz.io’s AI Agent technology automates root cause analysis (RCA) and surfaces insights that accelerate investigations, reduce MTTR, and eliminate the need for time-consuming manual analysis or navigating multiple dashboards. Whether managing microservices or troubleshooting production issues, Logz.io empowers teams to quickly pinpoint issues, de-risk deployments, and focus on innovation. Unlike traditional observability tools that require ever-increasing data volumes and expertise, Logz.io offers a smarter, cost-optimized solution. With the ability to customize data ingestion and optimize telemetry costs, Logz.io ensures you get the insights you need without breaking the budget.

**Average Rating:** 4.5/5.0

**Total Reviews:** 163

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

- **Usage Monitoring:** 8.6/10 (Category avg: 9.1/10)
- **Ease of Use:** 8.8/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 8.4/10 (Category avg: 8.9/10)
- **Reporting:** 8.7/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Logz.io?

- **Seller:** [Logz.io](https://www.g2.com/sellers/logz-io)
- **Year Founded:** 2014
- **HQ Location:** Boston, MA
- **Twitter:** @logzio  
3,156 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c587b5dbd0ad0d25f1ca38f04cca15bfed8ef7d1c576dd3526241be3a786e3f8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F4831888%2F&secure%5Burl_type%5D=linkedin_company_website)  
107 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, Software Developer
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 53% Medium, 30% Small

#### What Do G2 Reviewers Say About Logz.io?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **extensive customization and powerful log management** features of Logz.io for their efficiency and affordability.
- Users highlight the **excellent customer support** of Logz.io, noting quick responses and knowledgeable assistance from the team.
- Users value the **ease of implementation** of Logz.io, praising its smooth integration and user-friendly dashboards.
- Users praise the **implementation ease** of Logz.io, enjoying a smooth integration and user-friendly dashboard.
- Users love the **user-friendly dashboard and insightful log aggregation** that make troubleshooting efficient and effective.

##### Cons

- Users find the **dashboard issues** problematic, requesting improved functionality and easier chart creation options.
- Users face **integration issues** with Logz.io, citing lag in indexing and complexity in advanced configurations.
- Users find the **limited customization options** in Logz.io restrictive, affecting their overall satisfaction with the product.
- Users find **complex configuration** challenging for setting up alerts and reports, requiring deep data analysis.
- Users find **complex debugging** challenging, often needing to deeply analyze data to set up alerts and reports effectively.

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

**["Great Logs Monitoring For Any Requirements"](https://www.g2.com/survey_responses/logz-io-review-10244120)**

**Rating:** 5.0/5.0 stars

_— Nitin J._

[Read full review](https://www.g2.com/survey_responses/logz-io-review-10244120)

**["Perfect monitoring log management tool"](https://www.g2.com/survey_responses/logz-io-review-9589251)**

**Rating:** 4.0/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/logz-io-review-9589251)

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

- [What is Logz.io used for?](https://www.g2.com/discussions/what-is-logz-io-used-for) - 1 comment

### [Splunk Observability Cloud](https://www.g2.com/products/splunk-observability-cloud/reviews)

Splunk Observability Cloud is a comprehensive, real-time monitoring and troubleshooting platform designed to provide full-stack visibility across any environment. By integrating application performance monitoring, infrastructure monitoring, and digital experience monitoring, it enables organizations to detect and resolve issues swiftly, ensuring optimal system performance and enhanced user experiences. Built on OpenTelemetry standards, Splunk Observability Cloud offers AI-driven insights and analytics, facilitating proactive management of complex, distributed systems. Key Features and Functionality: - Application Performance Monitoring (APM): Identifies and addresses application issues by combining related data into intuitive visuals, accelerating mean time to resolution (MTTR). - Infrastructure Monitoring: Provides instant visibility and real-time alerts to improve hybrid cloud performance. - Digital Experience Monitoring: Delivers insights into frontend performance through Real User Monitoring and Synthetic Monitoring, ensuring seamless user experiences. - AI-Powered Analytics: Utilizes machine learning-driven features like Service Maps and Trace Analytics to offer guided troubleshooting and faster issue resolution. - OpenTelemetry-Native: Ensures data ownership and control, preventing vendor lock-in and allowing consistent instrumentation across applications. - No Data Sampling: Collects and analyzes 100% of data with NoSample™ tracing, eliminating blind spots. - Log Observer Connect: Correlates logs stored in Splunk Platform with real-time metrics and traces, providing deeper context for software behavior. Primary Value and Problem Solving: Splunk Observability Cloud addresses the challenges of monitoring and managing complex, distributed systems by offering unified visibility and real-time troubleshooting capabilities. It empowers organizations to: - Accelerate Issue Resolution: By correlating metrics, traces, and logs, teams can quickly identify root causes, reducing downtime and improving system reliability. - Enhance User Experiences: Continuous monitoring of digital experiences ensures that performance issues are detected and resolved before impacting end-users. - Optimize Operational Efficiency: AI-driven insights and automated analytics streamline troubleshooting processes, allowing teams to focus on innovation rather than firefighting. - Maintain Data Control: The OpenTelemetry-native approach provides flexibility and prevents vendor lock-in, enabling organizations to adapt and scale their observability practices as needed. By integrating these capabilities, Splunk Observability Cloud enables organizations to maintain high system performance, deliver exceptional user experiences, and drive continuous innovation.

**Average Rating:** 4.3/5.0

**Total Reviews:** 55

#### How Do G2 Users Rate Splunk Observability Cloud?

- **Usage Monitoring:** 9.1/10 (Category avg: 9.1/10)
- **Ease of Use:** 8.7/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 8.7/10 (Category avg: 8.9/10)
- **Reporting:** 8.6/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Splunk Observability Cloud?

- **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?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 38% Large, 33% Small

#### What Do G2 Reviewers Say About Splunk Observability Cloud?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **detailed insights and analytics** from Splunk Observability Cloud, enhancing performance monitoring and issue resolution.
- Users value the **intelligent logging capabilities** of Splunk Observability Cloud for gaining detailed insights and analytics.
- Users find the **ease of use** in Splunk Observability Cloud significantly enhances their monitoring efficiency and productivity.
- Users value the **powerful monitoring and alerting features** of Splunk Observability Cloud for enhanced log insights.
- Users value the **intelligent logging management** in Splunk Observability Cloud, facilitating effective monitoring and insights.

##### Cons

- Users find **Splunk Observability Cloud's pricing too expensive** , suggesting a need for more economical options for small organizations.
- Users feel the **pricing issues** of Splunk Observability Cloud make it less accessible despite its strong features.
- Users find the **steep learning curve** challenging, requiring time and knowledge to navigate the Splunk Observability Cloud.
- Users find the **complex setup** of Splunk Observability Cloud difficult, impacting usability and debugging efforts.
- Users find the **difficult learning curve** challenging for beginners, impacting their initial experience with Splunk Observability Cloud.

#### What Are Recent G2 Reviews of Splunk Observability Cloud?

**["Centralized Telemetry and Real-Time Insights That Speed Up Troubleshooting"](https://www.g2.com/survey_responses/splunk-observability-cloud-review-13151687)**

**Rating:** 4.5/5.0 stars

_— Verified User in Computer & Network Security_

[Read full review](https://www.g2.com/survey_responses/splunk-observability-cloud-review-13151687)

**["Troubleshooter of Technology"](https://www.g2.com/survey_responses/splunk-observability-cloud-review-10073406)**

**Rating:** 4.0/5.0 stars

_— Lokesh V._

[Read full review](https://www.g2.com/survey_responses/splunk-observability-cloud-review-10073406)

#### What Are G2 Users Discussing About Splunk Observability Cloud?

- [What is Splunk IT Cloud used for?](https://www.g2.com/discussions/what-is-splunk-it-cloud-used-for)

### [Centreon Infra Monitoring](https://www.g2.com/products/centreon-infra-monitoring/reviews)

Centreon is a comprehensive IT monitoring solution designed to help organizations gain full visibility and control over their IT operations. By providing real-time insights into system performance, network health, and application availability, Centreon enables businesses to proactively manage their IT environments, ensuring uninterrupted operations and optimal resource utilization. Targeted primarily at IT departments and operations teams, Centreon serves a diverse range of industries, from small businesses to large enterprises. Its user-friendly interface and customizable dashboards make it accessible for both technical and non-technical users. This versatility allows organizations to tailor the monitoring experience to their specific needs, making it an invaluable tool for maintaining operational efficiency and enhancing service delivery. One of the key use cases for Centreon is its ability to prevent downtime through proactive issue detection. By continuously monitoring critical systems and applications, Centreon alerts IT teams to potential problems before they escalate into significant outages. This proactive approach minimizes disruptions and helps organizations maintain a reliable IT infrastructure, which is essential for meeting business demands and ensuring customer satisfaction. Centreon also emphasizes resource optimization, allowing businesses to maximize efficiency and reduce IT costs. By providing detailed insights into resource utilization, organizations can identify underperforming assets and make informed decisions about capacity planning and resource allocation. This capability enables businesses to streamline their IT operations, ultimately leading to cost savings and improved performance. In addition, Centreon enhances the user experience by delivering consistent, high-quality IT services. With its comprehensive monitoring capabilities, IT teams can ensure that applications and services are running smoothly, providing end-users with the reliable performance they expect. This focus on user experience fosters customer loyalty and supports overall business success by aligning IT services with organizational goals. Centreon distinguishes itself in the IT monitoring category by combining powerful monitoring features with a user-centric approach. Its ability to deliver actionable insights, prevent downtime, optimize resources, and enhance user experience makes it a vital tool for organizations looking to improve their IT operations and achieve business success.

**Average Rating:** 4.6/5.0

**Total Reviews:** 89

#### How Do G2 Users Rate Centreon Infra Monitoring?

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

#### Who Is the Company Behind Centreon Infra Monitoring?

- **Seller:** [Centreon](https://www.g2.com/sellers/centreon)
- **Company Website:** www.centreon.com
- **Year Founded:** 2005
- **HQ Location:** Paris, France
- **Twitter:** @Centreon  
697 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0568a477c2ac032ab8b4670b41f6a7e7a56f16c51a561dc04943e67a9912d266&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F830051%2F&secure%5Burl_type%5D=linkedin_company_website)  
155 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Network Engineer
- **Top Industries:** Information Technology and Services, Internet
- **Company Size:** 63% Medium, 25% Large

#### What Do G2 Reviewers Say About Centreon Infra Monitoring?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Centreon Infra Monitoring, enabling organized and efficient infrastructure management.
- Users appreciate the **ease of centralized monitoring** with Centreon, enjoying an intuitive interface and clear visualizations.
- Users value the **centralized monitoring capabilities** of Centreon, appreciating the clear visualization and ease of use.
- Users value the **real-time monitoring capabilities** of Centreon Infra Monitoring, enhancing control over their infrastructure.
- Users value the **easy integrations** of Centreon Infra Monitoring, enabling seamless setups and comprehensive support for various devices.

##### Cons

- Users find the **complex configuration** challenging, particularly during setup and integration with other tools like Jira.
- Users find the **interface not user-friendly** , particularly during setup and upgrades, which can be quite challenging.
- Users find the **complex setup** of Centreon Infra Monitoring to be challenging, especially for newcomers.
- Users find **difficult learning** curves in Centreon Infra Monitoring due to complex setup and inadequate documentation.
- Users find the **learning curve steep** for Centreon, as setup and documentation can be challenging for newcomers.

#### What Are Recent G2 Reviews of Centreon Infra Monitoring?

**["Centreon: Save time and achieve efficient monitoring with advanced features"](https://www.g2.com/survey_responses/centreon-infra-monitoring-review-12113590)**

**Rating:** 4.5/5.0 stars

_— Jean-Philippe C._

[Read full review](https://www.g2.com/survey_responses/centreon-infra-monitoring-review-12113590)

**["Clear interface, advanced reporting, and responsive support to oversee the entire infrastructure"](https://www.g2.com/survey_responses/centreon-infra-monitoring-review-12119400)**

**Rating:** 5.0/5.0 stars

_— Verified User in Government Administration_

[Read full review](https://www.g2.com/survey_responses/centreon-infra-monitoring-review-12119400)

#### What Are G2 Users Discussing About Centreon Infra Monitoring?

- [What is centreon Nagios?](https://www.g2.com/discussions/what-is-centreon-nagios)
- [How does Centreon work?](https://www.g2.com/discussions/how-does-centreon-work)
- [What is centreon product?](https://www.g2.com/discussions/what-is-centreon-product)
- [What is centreon used for?](https://www.g2.com/discussions/what-is-centreon-used-for)

### [Aviatrix](https://www.g2.com/products/aviatrix/reviews)

Aviatrix® is the cloud network security company trusted by more than 500 of the world’s leading enterprises. As cloud infrastructures become more complex and costly, the Aviatrix Cloud Network Security platform gives companies back the power, control, security, and simplicity they need to modernize their cloud strategies. Aviatrix is the only secure networking solution built specifically for the cloud, that ensures companies are ready for AI and what’s next. Combined with the Aviatrix Certified Engineer (ACE) Program, the industry’s leading secure multicloud networking certification, Aviatrix unifies cloud, networking, and security teams and unlocks greater potential across any cloud.

**Average Rating:** 4.3/5.0

**Total Reviews:** 11

#### How Do G2 Users Rate Aviatrix?

- **Usage Monitoring:** 8.6/10 (Category avg: 9.1/10)
- **Ease of Use:** 8.1/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 7.6/10 (Category avg: 8.9/10)
- **Reporting:** 8.6/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Aviatrix?

- **Seller:** [Aviatrix](https://www.g2.com/sellers/aviatrix-1922e6bb-ea04-4be1-b6c6-3563883e45d9)
- **Year Founded:** 2014
- **HQ Location:** Santa Clara, California
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ba54b50a34fc29daa9b9f171070297a49fbab33da4b5aae58a540a147e047a57&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F6440846&secure%5Burl_type%5D=linkedin_company_website)  
411 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 55% Medium, 36% Large

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

**["Aviatrix simplified our cloud networking in a way that saved us hours"](https://www.g2.com/survey_responses/aviatrix-review-11381990)**

**Rating:** 4.0/5.0 stars

_— MOHAMMAD S._

[Read full review](https://www.g2.com/survey_responses/aviatrix-review-11381990)

**["Simplified Cloud Networking: Aviatrix"](https://www.g2.com/survey_responses/aviatrix-review-8485313)**

**Rating:** 4.5/5.0 stars

_— Samidhya S._

[Read full review](https://www.g2.com/survey_responses/aviatrix-review-8485313)

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

- [What type of cloud offering is aviatrix?](https://www.g2.com/discussions/what-type-of-cloud-offering-is-aviatrix)
- [What is aviatrix network?](https://www.g2.com/discussions/what-is-aviatrix-network)
- [What are the components within the aviatrix platform?](https://www.g2.com/discussions/what-are-the-components-within-the-aviatrix-platform)

### [Oracle Infrastructure Monitoring Cloud Service](https://www.g2.com/products/oracle-infrastructure-monitoring-cloud-service/reviews)

Oracle Cloud Infrastructure Application Performance Monitoring Cloud Service provides observability capabilities for end-to-end visibility and diagnosis across the entire IT environment. It’s a centerpiece of Oracle’s integrated observability and management solution. Using distributed transaction tracing, it connects user experiences with underlying technology to automate problem identification and diagnosis with a business-centric approach.

**Average Rating:** 4.0/5.0

**Total Reviews:** 12

#### How Do G2 Users Rate Oracle Infrastructure Monitoring Cloud Service?

- **Usage Monitoring:** 7.5/10 (Category avg: 9.1/10)
- **Ease of Use:** 7.7/10 (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 Oracle Infrastructure Monitoring Cloud Service?

- **Seller:** [Oracle](https://www.g2.com/sellers/oracle)
- **Year Founded:** 1977
- **HQ Location:** Austin, TX
- **Twitter:** @Oracle  
827,997 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a14fcbcd818b49d781453c19628a9479a70cc1e8e335e54c876392ab5f543da3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1028%2F&secure%5Burl_type%5D=linkedin_company_website)  
208,078 employees on LinkedIn®
- **Ownership:** NYSE:ORCL

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 46% Small, 31% Medium

#### What Are Recent G2 Reviews of Oracle Infrastructure Monitoring Cloud Service?

**["One of the best Monitoring Cloud Service"](https://www.g2.com/survey_responses/oracle-infrastructure-monitoring-cloud-service-review-4984929)**

**Rating:** 4.5/5.0 stars

_— Verified User in Retail_

[Read full review](https://www.g2.com/survey_responses/oracle-infrastructure-monitoring-cloud-service-review-4984929)

**["Consolidated Monitoring for all OCI Tiers"](https://www.g2.com/survey_responses/oracle-infrastructure-monitoring-cloud-service-review-4836594)**

**Rating:** 4.0/5.0 stars

_— Jyoti S._

[Read full review](https://www.g2.com/survey_responses/oracle-infrastructure-monitoring-cloud-service-review-4836594)

#### What Are G2 Users Discussing About Oracle Infrastructure Monitoring Cloud Service?

- [What does infrastructure monitoring do?](https://www.g2.com/discussions/what-does-infrastructure-monitoring-do)
- [What is cloud monitoring software?](https://www.g2.com/discussions/what-is-cloud-monitoring-software)
- [What are the features of Oracle cloud?](https://www.g2.com/discussions/oracle-infrastructure-monitoring-cloud-service-what-are-the-features-of-oracle-cloud)
- [Which Oracle cloud infrastructure monitoring service features uses metrics for monitoring and consists of a trigger action and notification method?](https://www.g2.com/discussions/which-oracle-cloud-infrastructure-monitoring-service-features-uses-metrics-for-monitoring-and-consists-of-a-trigger-action-and-notification-method)

### [Splunk Infrastructure Monitoring](https://www.g2.com/products/splunk-infrastructure-monitoring/reviews)

SignalFx is the only real-time cloud monitoring platform for infrastructure, microservices, and applications. The platform discovers and collects metrics across every component in your cloud environment, replacing traditional point tools and providing real-time predictive analytics. The massively scalable SignalFx architecture is optimized for cloud infrastructure and microservices-based applications, It provides powerful visualization, proactive alerting, and collaborative triage capabilities for organizations of all sizes. SignalFx is used by leading enterprises across high tech, financial services, consumer products, retail, communications, media, entertainment, and web-scale players like Yelp, HubSpot, Acquia, and Kayak. SignalFx is venture-funded by Andreessen Horowitz, Charles River Ventures, and General Catalyst

**Average Rating:** 4.3/5.0

**Total Reviews:** 48

#### How Do G2 Users Rate Splunk Infrastructure Monitoring?

- **Usage Monitoring:** 9.3/10 (Category avg: 9.1/10)
- **Ease of Use:** 7.7/10 (Category avg: 8.8/10)
- **Dashboards and Visualizations:** 8.9/10 (Category avg: 8.9/10)
- **Reporting:** 9.2/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Splunk Infrastructure Monitoring?

- **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?

- **Who Uses This:** Software Engineer
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 45% Large, 37% Medium

#### What Do G2 Reviewers Say About Splunk Infrastructure Monitoring?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Splunk Infrastructure Monitoring to be **easy to use** , offering versatile modules and seamless integrations for effective monitoring.
- Users value the **real-time monitoring** capabilities of Splunk, ensuring optimal performance and minimal production downtime.
- Users appreciate the **flexible log aggregation and monitoring features** of Splunk, enhancing infrastructure and security management.
- Users appreciate the **real-time monitoring** capabilities of Splunk, ensuring optimal performance and minimizing downtime across systems.
- Users value the **real-time monitoring capabilities** of Splunk Infrastructure Monitoring for ensuring smooth operations and performance.

##### Cons

- Users find Splunk Infrastructure Monitoring to be **expensive** , especially for large data volumes and a steep learning curve.
- Users find the **steep learning curve** of Splunk Infrastructure Monitoring challenging, especially for customization and complex queries.
- Users find the **difficult learning** curve of Splunk Infrastructure Monitoring challenging, hindering efficient use of the product.
- Users find the **learning difficulty** significant due to the steep curve and non-intuitive features of Splunk Infrastructure Monitoring.
- Users find **complex pricing** challenging, as costs escalate significantly with large data volumes from multiple devices.

#### What Are Recent G2 Reviews of Splunk Infrastructure Monitoring?

**["Versatile suite of tools for various security needs"](https://www.g2.com/survey_responses/splunk-infrastructure-monitoring-review-7975767)**

**Rating:** 4.5/5.0 stars

_— Verified User in Telecommunications_

[Read full review](https://www.g2.com/survey_responses/splunk-infrastructure-monitoring-review-7975767)

**["Splunk: Infrastructure Monitoring Application"](https://www.g2.com/survey_responses/splunk-infrastructure-monitoring-review-9103873)**

**Rating:** 4.5/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/splunk-infrastructure-monitoring-review-9103873)

#### What Are G2 Users Discussing About Splunk Infrastructure Monitoring?

- [Why did splunk buy SignalFx?](https://www.g2.com/discussions/splunk-infrastructure-monitoring-why-did-splunk-buy-signalfx)
- [Why did splunk buy SignalFx?](https://www.g2.com/discussions/why-did-splunk-buy-signalfx)
- [What is SignalFx?](https://www.g2.com/discussions/splunk-infrastructure-monitoring-what-is-signalfx)
- [What is SignalFx?](https://www.g2.com/discussions/what-is-signalfx)
- [What can splunk monitor?](https://www.g2.com/discussions/what-can-splunk-monitor)

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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)
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- [Observability Pipeline](/categories/observability-pipeline)

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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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