Best Cloud Infrastructure Monitoring Software for Small Business - Page 3

How Many Cloud Infrastructure Monitoring Software Products Does G2 Track?

Total Products under this Category: 126

Category Stats (Sep 2026)

  • Average Rating: 4.54/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Honeycomb (+0.33%) - Among all products in this category, Honeycomb recorded the largest rating increase compared to last month

Last updated: September 29, 2026

How Does G2 Rank Cloud Infrastructure Monitoring Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 12,300+ Authentic Reviews
  • 126+ 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

Highlighted products: IBM Instana, Site24x7, Amazon CloudWatch, Elastic Observability, New Relic, Grafana Labs, Oodle AI, and Datadog.

Underlying data: [Grid® JSON](https://www.g2.com/categories/cloud-infrastructure-monitoring/grids.json?focus%5B%5D=ibm-instana&focus%5B%5D=site24x7&focus%5B%5D=amazon-cloudwatch&focus%5B%5D=elastic-observability&focus%5B%5D=new-relic&focus%5B%5D=grafana-labs&focus%5B%5D=oodle-ai&focus%5B%5D=datadog&segment=small-business)

Lumigo

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
  • Year Founded: 2018
  • HQ Location: San Francisco, California
  • Twitter: @Lumigo
    1,977 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    11 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?

What Are G2 Users Discussing About Lumigo?

Atatus

Atatus is an AI-SRE driven observability platform built to help teams monitor, understand, and improve the performance, reliability, and security of modern systems. It brings together application performance, APIs, infrastructure, databases, network activity, logs, and user experience into a single, unified platform, enabling teams to gain real-time visibility and context across their entire stack. Trusted by teams across industries, Atatus enables engineering, DevOps, SRE, and security teams to detect anomalies early, investigate issues with correlated insights, and resolve incidents faster. By combining full-stack observability with API intelligence, database and network monitoring, security log analysis, and AI-driven signal correlation, Atatus helps reduce mean time to resolution (MTTR), improve system reliability, strengthen security posture, and deliver better user experiences while maintaining visibility into critical business operations.

Average Rating: 4.7/5.0

Total Reviews: 95

How Do G2 Users Rate Atatus?

  • Usage Monitoring: 7.8/10 (Category avg: 9.1/10)
  • Ease of Use: 9.2/10 (Category avg: 8.8/10)
  • Dashboards and Visualizations: 7.8/10 (Category avg: 8.9/10)
  • Reporting: 10.0/10 (Category avg: 8.6/10)

Who Is the Company Behind Atatus?

  • Seller: Atatus
  • Year Founded: 2014
  • HQ Location: Chennai, TamilNadu
  • Twitter: @atatusapp
    93 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    64 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, CTO
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 72% Small, 23% Medium

What Do G2 Reviewers Say About Atatus?

AI-generated summary from verified user reviews

Pros
  • Users highlight the fantastic customer support of Atatus, making it easy to resolve issues and enhance experience.
  • Users value the big-picture analytics of Atatus, enhancing their ability to monitor and optimize application performance effectively.
  • Users find Atatus to be easy to use, facilitating efficient navigation and excellent customer support.
  • Users find Atatus incredibly easy to set up, thanks to its intuitive interface and seamless integration.
  • Users value the efficiency of Atatus, enabling quick setup, insightful metrics, and proactive issue resolution.
Cons
  • Users find a lack of detailed information in Atatus documentation, leading to potential setup challenges.

What Are Recent G2 Reviews of Atatus?

What Are G2 Users Discussing About Atatus?

Turbo360

Turbo360 is an Azure FinOps platform built to help organizations control cloud spend, eliminate wasted resources, and optimize Azure costs at scale. Purpose-built for Azure environments, it gives finance and cloud teams the visibility and automation needed to turn cost management from a reactive exercise into a proactive discipline, helping businesses achieve substantial, measurable savings on their Azure bill. The platform is built for IT teams, FinOps practitioners, financial analysts, and cloud architects who need granular visibility into Azure spend and the tools to act on it. By breaking down costs across subscriptions, tenants, teams, and business units, Turbo360 helps organizations pinpoint exactly where money is being wasted and hold teams accountable for their cloud consumption. Turbo360's core cost management capabilities include AI-powered anomaly detection that flags cost spikes with the likely root cause attached, cutting bill surprises by up to 80%. Its rightsizing engine analyzes real workload patterns to surface up to 8.9x more optimization recommendations than Azure Advisor, while its reservation optimization delivers up to 3x more savings opportunities than native Azure tools. Automated scheduling shuts down non-production resources during off-hours, and budget planning tools forecast spend so teams can control expenditure before it becomes a problem. Beyond individual recommendations, Turbo360 gives finance and engineering leaders a single source of truth for Azure spend, with allocation and chargeback reporting that ties cost directly to the teams and workloads driving it. This closes the loop between what's being spent and who's accountable for it, replacing scattered spreadsheets and native billing exports with one consolidated view. As AI workloads become a growing share of Azure spend, Turbo360 also offers FinOps for AI, tracking consumption costs by model, endpoint, and team, and uses its own AI agents to automate analysis and deliver conversational insights on spending patterns, so teams get answers to cost questions without building custom reports.

Average Rating: 4.8/5.0

Total Reviews: 61

How Do G2 Users Rate Turbo360?

  • Usage Monitoring: 9.7/10 (Category avg: 9.1/10)
  • Ease of Use: 9.6/10 (Category avg: 8.8/10)
  • Dashboards and Visualizations: 9.6/10 (Category avg: 8.9/10)
  • Reporting: 9.5/10 (Category avg: 8.6/10)

Who Is the Company Behind Turbo360?

  • Seller: Kovai Limited
  • Year Founded: 2009
  • HQ Location: London
  • Twitter: @BizTalk360
    1,920 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    330 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 43% Medium, 34% Small

What Do G2 Reviewers Say About Turbo360?

AI-generated summary from verified user reviews

Pros
  • Users commend the exceptional customer support of Turbo360, which enhances their overall experience and reliability of the tool.
  • Users commend the ease of use of Turbo360, making server oversight and implementation remarkably seamless.
  • Users value the effective monitoring capabilities of Turbo360, enhancing ease and efficiency in their workflow.
  • Users appreciate the ease of implementation with Turbo360, enjoying its intuitive interface and seamless setup.
  • Users appreciate the ease of implementation of Turbo360, benefiting from a user-friendly experience and reliable support.
Cons
  • Users find the learning curve steep for new users, requiring time to fully utilize Turbo360's capabilities.
  • Users find the steep learning curve of Turbo360 challenging at first, but support helps ease the transition.
  • Users find the initial complexity of Turbo360 overwhelming, though support helps ease the learning curve.
  • Users find the difficult learning curve of Turbo360 challenging, especially for newcomers adapting to its interface.
  • Users find the price of Turbo360 to be relatively high, impacting its overall affordability and value perception.

What Are Recent G2 Reviews of Turbo360?

What Are G2 Users Discussing About Turbo360?

Zabbix

Zabbix is an all-in-one, open source monitoring and observability solution that makes any hardware, software, service, or web application more efficient and reliable. Available on-premise and in the cloud, Zabbix can deploy anywhere and monitor any device, system, or app in any environment – while providing comprehensive data protection, easy integration, and limitless data visualization options. Zabbix uses a wide range of data collection methods to collect metrics, defining smart problem thresholds and harnessing the power of machine learning to suppress unwanted alert storms and notify users regarding the root cause of issues. Metrics are displayed on intuitive, easy-to-understand dashboards that allow users to access issues, reports, and maps with a single click. Users can monitor anything from physical and virtual servers or containers to network infrastructure and applications. Zabbix allows users to: • Control their infrastructure by collecting any metric from any source • Detect problems instantly • Get alerted on critical issues • Gain additional insights and extend observability via powerful data visualization • Leverage a single pane of glass for an entire infrastructure • Keep track of KPI's with business service monitoring • Seamlessly deploy Zabbix within any infrastructure • Deploy with just a few clicks, either on-premise or in the cloud • Scale quickly and without limits • Do business with the peace of mind that enterprise-grade security provides Zabbix also offers a full range of professional services, including: • Technical support subscriptions • Zabbix professional training • Migration • Upgrades • Template building • Development • Integration • Consulting • Turnkey solution

Average Rating: 4.3/5.0

Total Reviews: 206

How Do G2 Users Rate Zabbix?

  • Usage Monitoring: 9.2/10 (Category avg: 9.1/10)
  • Ease of Use: 7.4/10 (Category avg: 8.8/10)
  • Dashboards and Visualizations: 8.8/10 (Category avg: 8.9/10)
  • Reporting: 8.9/10 (Category avg: 8.6/10)

Who Is the Company Behind Zabbix?

  • Seller: Zabbix
  • Company Website:
  • Year Founded: 2005
  • HQ Location: Riga, Latvia
  • Twitter: @zabbix
    9,943 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    170 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Telecommunications
  • Company Size: 61% Medium, 27% Large

What Do G2 Reviewers Say About Zabbix?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the custom alert capabilities and fast alerts of Zabbix for effective monitoring of infrastructure.
  • Users find Zabbix to have a user-friendly integration process, making monitoring and alerting effortless.
  • Users value Zabbix's monitoring capabilities, effectively managing networks, servers, applications, and more across diverse infrastructures.
  • Users appreciate the monitoring ease of Zabbix, enjoying prompt alerts and intuitive dashboards for effective system management.
  • Users value the real-time monitoring capabilities of Zabbix, providing fast alerts and comprehensive infrastructure oversight.
Cons
  • Users find a steep learning curve when starting with Zabbix, complicating the setup of dashboards and integrations.
  • Users face dashboard limitations that hinder customization and fail to meet expectations, suggesting a need for enhancements.
  • Users highlight data limitations in Zabbix, finding it fails to meet expectations for customizable dashboards and features.
  • Users find the difficult configuration of Zabbix challenging, especially for new joiners and initial setups.
  • Users find the difficult learning curve challenging at first, especially with dashboards and calculations.

What Are Recent G2 Reviews of Zabbix?

What Are G2 Users Discussing About Zabbix?

Splunk AppDynamics

Powered by Cisco, AppDynamics is on a mission to help companies see their technology through the lens of the business so they can work as one to prioritize what matters most. We’re reinventing the observability space and simplifying the challenge of digital transformation for the world’s largest enterprises. In this era of unprecedented digital growth, the AppDynamics Business Observability Platform transforms organizations faster by providing business context deep into the technology stack, aligning teams around shared priorities, and enabling technologists to act with confidence and control. AppDynamics has been recognized by Gartner as a leader in the APM market for more than eight years and was positioned highest in ‘ability to execute’ in Gartner’s 2021 Magic Quadrant Report for APM.

Average Rating: 4.3/5.0

Total Reviews: 335

How Do G2 Users Rate Splunk AppDynamics?

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

Who Is the Company Behind Splunk AppDynamics?

  • Seller: Cisco
  • Year Founded: 1984
  • HQ Location: San Jose, CA
  • Twitter: @Cisco
    720,366 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    95,294 employees on LinkedIn®
  • Ownership: NASDAQ:CSCO

Who Uses This Product?

  • Who Uses This: Senior Software Engineer, Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 58% Large, 35% Medium

What Do G2 Reviewers Say About Splunk AppDynamics?

AI-generated summary from verified user reviews

Pros
  • Users value the automation capabilities of AppDynamics, facilitating seamless integration with essential ITSM tools.
  • Users value the seamless integration capabilities of AppDynamics with multi-cloud environments and ITSM tools like ServiceNow.
  • Users find the ease of integration with tools like ServiceNow enhances their AppDynamics experience significantly.
  • Users value the easy integration with ITSM tools like ServiceNow, enhancing their AppDynamics experience.
  • Users appreciate the easy integrations with downstream products like ITSM tools, enhancing the overall monitoring experience.
Cons
  • Users face billing issues such as high renewal costs and delayed support following the Cisco acquisition.
  • Users find the high renewal costs and slow updates frustrating after Cisco's acquisition of AppDynamics.
  • Users express frustration over the inefficient alert system, impacting timely responses and overall product effectiveness.
  • Users report poor customer support, citing delays in assistance and lengthy timelines for product enhancements after the acquisition.
  • Users face pricing issues with Splunk AppDynamics, citing high renewal costs and slow support responses post-acquisition.

What Are Recent G2 Reviews of Splunk AppDynamics?

What Are G2 Users Discussing About Splunk AppDynamics?

Tian Lin
TL
Researched and written by Tian Lin
Updated