Best Cloud Infrastructure Monitoring Tools and Software - Page 4

How Many Cloud Infrastructure Monitoring Software Products Does G2 Track?

Total Products under this Category: 126

Category Stats (Oct 2026)

  • Average Rating: 4.54/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Dash0 (+2.32%) - Among all products in this category, Dash0 recorded the largest rating increase compared to last month

Last updated: October 01, 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, Datadog, Site24x7, Dynatrace, New Relic, Amazon CloudWatch, Grafana Labs, and SolarWinds Observability.

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=site24x7&focus%5B%5D=dynatrace&focus%5B%5D=new-relic&focus%5B%5D=amazon-cloudwatch&focus%5B%5D=grafana-labs&focus%5B%5D=solarwinds-worldwide-llc-solarwinds-observability)

Honeycomb

Honeycomb is the observability platform that enables engineering teams to find and solve problems they couldn't before. Honeycomb’s approach is fundamentally different from other tools that claim observability, and is built to help teams answer novel questions about their ever-evolving cloud applications. Honeycomb is a modern observability platform built to help engineering teams quickly find and fix issues, including the ones they didn’t know to look for. Teams use Honeycomb to understand how their systems behave in production, get full context around every request, and resolve problems before customers notice. Where traditional tools separate logs, metrics, and traces, Honeycomb combines all telemetry into a single, unified event model. This enables fast, interactive querying across high-cardinality and high-dimensional data, so engineers can ask new questions without hitting limits or waiting minutes for results. Powered by a trace-first data store and designed for real-time exploration, Honeycomb makes it easy to pinpoint what’s broken, why it’s happening, and who is affected. It’s observability designed for modern, complex systems—simple to adopt, fast to query, and built to scale.

Average Rating: 4.5/5.0

Total Reviews: 36

How Do G2 Users Rate Honeycomb?

  • Usage Monitoring: 10.0/10 (Category avg: 9.1/10)
  • Ease of Use: 8.4/10 (Category avg: 8.8/10)
  • Dashboards and Visualizations: 9.0/10 (Category avg: 8.9/10)
  • Reporting: 7.5/10 (Category avg: 8.6/10)

Who Is the Company Behind Honeycomb?

  • Seller: Honeycomb.io
  • Company Website:
  • Year Founded: 2016
  • HQ Location: San Francisco, US
  • Twitter: @honeycombio
    14,830 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    296 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 49% Medium, 41% Large

What Do G2 Reviewers Say About Honeycomb?

AI-generated summary from verified user reviews

Pros
  • Users find Honeycomb easy to use, enhancing system monitoring and alerting with intuitive visuals and extensive support.
  • Users value the efficient data insights provided by Honeycomb, enhancing their understanding of production systems significantly.
  • Users commend the efficiency of analytics in Honeycomb, transforming data understanding and enhancing production system insights.
  • Users commend the exceptional customer support of Honeycomb, fostering confidence and effective implementation for improved observability.
  • Users value the flexibility of Honeycomb, expertly handling arbitrary data for both prototyping and production systems.
Cons
  • Users find the difficult learning curve due to poor documentation and the need for self-learning, especially for beginners.
  • Users find Honeycomb expensive, but acknowledge that the value justifies the cost for application observability.
  • Users find the learning curve steep due to challenging documentation and the need for self-learning and external tools.
  • Users find the learning difficulty with Honeycomb frustrating due to unclear documentation and a steep learning curve.
  • Users face limitations in tracking payloads and history duration, necessitating supplementary tools for comprehensive analytics.

What Are Recent G2 Reviews of Honeycomb?

Sematext Cloud

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
  • Year Founded: 2007
  • HQ Location: Brooklyn, NY
  • Twitter: @sematext
    3,758 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    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?

What Are G2 Users Discussing About Sematext Cloud?

Mezmo

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
  • Year Founded: 2015
  • HQ Location: San Jose, California
  • Twitter: @mezmodata
    1,733 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    62 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 value the efficiency improvement with Mezmo, significantly enhancing productivity and streamlining log analysis.
Cons
  • Users find the UX improvement necessary, citing complexity and design issues that hinder first-time navigation.
  • Users find the complex setup of Mezmo requires specialized knowledge and significant resources for effective maintenance.
  • Users are concerned about the high costs of Mezmo, especially with rising prices based on log volume.
  • Users find learning Mezmo tricky at first, but appreciate the team's continuous improvements and support.
  • Users are frustrated by the limitation of log levels, missing support for regular console logging and poor documentation.

What Are Recent G2 Reviews of Mezmo?

What Are G2 Users Discussing About Mezmo?

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NetApp Data Infrastructure Insights

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
  • Year Founded: 1992
  • HQ Location: Sunnyvale, California
  • Twitter: @NetApp
    118,015 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    12,706 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 appreciate the effective real-time monitoring of NetApp Data Infrastructure Insights, enhancing cloud resource management and integration.
  • Users value the effective reporting capabilities of NetApp Data Infrastructure Insights, aiding in understanding infrastructure deployments.
  • Users value the real-time reporting features of NetApp Data Infrastructure Insights for enhanced cloud resource management.
  • Users value the all-in-one solution of NetApp Data Infrastructure Insights, enjoying seamless integration and real-time analytics.
  • Users value the real-time insights from NetApp Data Infrastructure Insights, enhancing infrastructure management and analytics capabilities.
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?

What Are G2 Users Discussing About NetApp Data Infrastructure Insights?

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?

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 APM

Splunk APM is critical to help provide visibility and context into your apps and services as your environment scales. Splunk APM provides the most advanced solution for engineers who build and troubleshoot modern applications; with full fidelity trace analysis to provide context across complex cloud and microservice environments, AI directed troubleshooting and high cardinality to identify and resolve problems faster, AlwaysOn Profiling to provide code level visibility of service bottlenecks, and OpenTelemetry standardization to provide greater flexibility and control as you embrace new technologies and processes.

Average Rating: 4.4/5.0

Total Reviews: 17

How Do G2 Users Rate Splunk APM?

  • Ease of Use: 8.6/10 (Category avg: 8.8/10)

Who Is the Company Behind Splunk APM?

  • Seller: Splunk
  • Year Founded: 2003
  • HQ Location: San Francisco, California, United States
  • Twitter: @splunk
    78,182 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    10,012 employees on LinkedIn®
  • Ownership: NASDAQ:SPLK

Who Uses This Product?

  • Top Industries: Financial Services, Information Technology and Services
  • Company Size: 70% Large, 20% Medium

What Do G2 Reviewers Say About Splunk APM?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the high-quality data from Splunk APM, which enhances product quality and boosts customer satisfaction.
  • Users value the high-quality data provided by Splunk APM, enhancing product quality and customer satisfaction.
  • Users appreciate the high quality data from Splunk APM, leading to improved products and happier customers.
  • Users value the high quality data provided by Splunk APM, enhancing product quality and customer satisfaction.
  • Users value the high-quality error tracking of Splunk APM, enhancing product quality and customer satisfaction.
Cons
  • Users find the inadequate reporting features of Splunk APM cumbersome, making data retrieval a challenging task.
  • Users find the inefficient log management challenging, often leading to difficulties in accessing specific logs and reports.
  • Users find it challenging to pull logs and data reports, highlighting the difficulties in log management within Splunk APM.
  • Users face log management issues, making it challenging to pull specific logs and data reports efficiently.
  • Users find reporting cumbersome, often struggling to pull specific logs and preferring broader reports instead.

What Are Recent G2 Reviews of Splunk APM?

What Are G2 Users Discussing About Splunk APM?

ThousandEyes

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
  • 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?

  • 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 and comprehensive insights of ThousandEyes, streamlining issue tracking and enhancing network performance.
  • Users value the clear and detailed visibility provided by ThousandEyes, enhancing efficiency in diagnosing network issues.
  • Users value the clear visibility provided by ThousandEyes, enabling quick identification of network issues in real time.
  • Users praise the real-time visibility of ThousandEyes, significantly reducing time spent on manual issue tracking.
  • Users value the real-time alert notifications from ThousandEyes that simplify issue tracking and improve network efficiency.
Cons
  • Users find the complex configuration and metric screens less intuitive, impacting their overall experience with ThousandEyes.
  • Users find the complex interface of ThousandEyes challenging, impacting their ability to navigate configuration and metrics effectively.
  • Users find the complex setup challenging, requiring significant time to master all features effectively.
  • Users find the configuration difficulties in ThousandEyes challenging, as some screens lack intuitiveness.
  • Users find the difficult learning curve challenging at first, requiring time to grasp all the features effectively.

What Are Recent G2 Reviews of ThousandEyes?

IT-Conductor

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
  • Year Founded: 2014
  • HQ Location: Cupertino, CA
  • Twitter: @ITConductor
    55 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    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, significantly reducing manual tasks and enhancing system stability.
  • Users value the cost-saving cloud services of IT-Conductor, enabling efficient management without the need for extra infrastructure.
  • Users appreciate the configuration ease of IT-Conductor, enabling efficient automation and management without extra infrastructure investment.
  • Users value the cost savings from IT-Conductor's cloud-based model and its ability to simplify management tasks.
  • Users commend the knowledgeable and responsive customer support at IT-Conductor for enhancing system stability and reliability.
Cons
  • Users find the learning curve steep initially, but appreciate the support that aids in quick onboarding.

What Are Recent G2 Reviews of IT-Conductor?

What Are G2 Users Discussing About IT-Conductor?

Runecast

Runecast is an enterprise CNAPP platform which saves your Security and Operations teams time and resources by enabling a proactive approach to ITOM, CSPM, and compliance. It helps you proactively remediate vulnerabilities for continuous compliance, whether on-prem, cloud or containers. By proactively using our agentless scanning in real-time admins discover potential risks and remediation solutions before any issues can develop into a major outage. Runecast’s AI-RAIKA, leverages advanced natural language processing (NLP) capabilities to interpret a vast amount of information to provide automated audits for security compliance standards, vulnerabilities (such as KEVs, CVEs or VMSAs) and technology vendor best practices. The platform has been recognized with Frost & Sullivan's 2023 European New Product Innovation Award in the CNAPP industry for its strong overall performance and commitment to user experience. NAVIGATING YOUR COMPLEXITY Runecast helps teams with a simpler transition to cloud, enabling admins to fully understand their hybrid environments and Cloud Security Posture Management (CSPM) and Kubernetes Security Posture Management (KSPM). Running securely on-premises, it provides insights into what is happening both in the cloud and on-site. IMMEDIATE VALUE FOR TEAMS As Runecast helps teams to stabilize availability and ensure security compliance, it contributes also to greater ROI for both existing and future investments with AWS, Azure, Kubernetes and VMware. FULLY ON-PREM SECURE Operates fully on-prem to analyze your hybrid-cloud environment, so that your data remains safely on-site. To provide additional security, Runecast features a customizable, transparent rules engine. RUNECAST FOR SECURITY AND COMPLIANCE Vulnerability Management Regular automated scanning, recommendations, remediation, and the ability to set up vulnerability management policies are just some of the requirements many enterprises have. The Runecast platform is constantly updated to detect the latest vulnerabilities for all of the supported technologies. Container Security Runecast scans container images for known vulnerabilities and misconfigurations, and can also detect runtime issues such as exposed ports and running processes. It also provides a public API which can be used in your CI/CD platform to analyze the container images and whether they are vulnerable or not to known vulnerabilities, before deploying them in production. Compliance with Security Standards Runecast offers automated audits against security hardening guidelines and common industry standards like CIS Benchmarks, NIST 800-53, PCI DSS, HIPAA, DISA STIG 6, GDPR, KVKK (Turkey), ISO 27001, BSI IT-Grundschutz, Essential 8 and Cyber Essentials Security Standard. RUNECAST FOR IT OPERATIONS TEAMS Vendor Best Practices for Security Hardening Runecast continuously monitors your complex environment, reporting violations and providing recommendations against Vendor Best Practices. It maintains a database with Best Practices of the latest AWS, Azure, Kubernetes, GCP, VMware and Windows and Linux OS. It analyzes your environment to detect any configuration issues against Vendor Best Practices. This delivers valuable insights to improve the stability and security of your infrastructure. Configuration Vault Tracks your configuration to help you prevent drift. Reports your entire configuration and provides the ability to compare your configurations over time. Hardware Compatibility and Upgrade Stimulations Runecast has automated the process of validating the hardware compliance of hosts and clusters against a selected ESXi version, ensuring compliance with the VMware Compatibility Guide (VCG) and vSAN Hardware Compatibility List (vSAN HCL). The AI-powered platform runs a quick and automated analysis using the latest HCL for your servers, I/O devices, and vSAN controllers. For upgrade planning, admins can see the results of multiple HCL upgrade simulation scenarios within seconds, and the findings are presented in a comprehensive way with details about any non-compatibility and how to resolve it. Validates your hardware, drivers, and firmware against current and upstream releases of ESXi for faster upgrade planning. Remediation Scripts A growing number of findings in Runecast offer remediation actions – allowing you to download the customized script to perform the reconfiguration. Some rules offer more than one remediation option, for example PowerCLI and Ansible. SUPPORTED SERVICES SUPPORTED SYSTEMS: AWS, Azure GCP, Kubernetes (1.20 and above), VMware (VMware vSphere, NSX-V, NSX-T, VMware Horizon, VMware Cloud Director, AP HANA for VMware, VMware on Nutanix, Pure Storage), Windows (Microsoft Windows) and Linux OS (RHEL 8, CentOS 7). SECURITY STANDARDS: CIS Benchmarks, NIST 800-53, PCI DSS, HIPAA, DISA STIG 6, GDPR, KVKK (Turkey), ISO 27001, BSI IT-Grundschutz, Essential 8 and Cyber Essentials Security Standard. INTEGRATIONS: Jira, ServiceNow, vSphere Client Plugin, OpenID Connect, REST API, HPE Ezmeral. REMEDIATION TOOLS: Ansible (VMware), PowerCLI (VMware), AWS CLI (AWS), AWS Tools for PowerShell (AWS), GCP CLI

Average Rating: 4.8/5.0

Total Reviews: 21

How Do G2 Users Rate Runecast?

  • Usage Monitoring: 10.0/10 (Category avg: 9.1/10)
  • Ease of Use: 9.8/10 (Category avg: 8.8/10)
  • Dashboards and Visualizations: 10.0/10 (Category avg: 8.9/10)
  • Reporting: 8.3/10 (Category avg: 8.6/10)

Who Is the Company Behind Runecast?

  • Seller: Runecast Solutions
  • Year Founded: 2014
  • HQ Location: London, London
  • Twitter: @Runecast
    1,093 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    14 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 48% Large, 24% Medium

What Are Recent G2 Reviews of Runecast?

Splunk Observability Cloud

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
  • 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?

  • 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 value the detailed insights and analytics from Splunk Observability Cloud, enhancing performance and health monitoring of infrastructure.
  • Users find Splunk Observability Cloud to be extremely user-friendly, streamlining tasks and enhancing efficiency in monitoring.
Cons
  • Users find the pricing too expensive, suggesting a need for more economical options to increase accessibility.
  • Users find the pricing issues significant, citing high costs and a lack of training resources for effective use.
  • Users find the steep learning curve of Splunk Observability Cloud challenging, requiring time and prior knowledge to master.
  • Users find the complex setup of Splunk Observability Cloud challenging, making it difficult to effectively utilize the tool.
  • Users find the difficult learning curve of Splunk Observability Cloud challenging, especially for beginners requiring time to adapt.

What Are Recent G2 Reviews of Splunk Observability Cloud?

What Are G2 Users Discussing About Splunk Observability Cloud?

Aviatrix

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
  • Year Founded: 2014
  • HQ Location: Santa Clara, California
  • LinkedIn® Page: www.linkedin.com
    411 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 55% Medium, 36% Large

What Are Recent G2 Reviews of Aviatrix?

What Are G2 Users Discussing About Aviatrix?

Logz.io

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
  • Year Founded: 2014
  • HQ Location: Boston, MA
  • Twitter: @logzio
    3,156 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    103 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 value the centralized log management of Logz.io, enabling efficient issue tracking and automated reporting.
  • 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 value the centralized log collection of Logz.io, enhancing productivity with user-friendly tools and insights.
Cons
  • Users find the dashboard issues in Logz.io cumbersome, with needs for improved chart creation and UI updates.
  • 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 the complex configuration challenging, particularly with alerts and custom parsing rules setup.
  • 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?

What Are G2 Users Discussing About Logz.io?

Splunk Infrastructure Monitoring

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: 49

How Do G2 Users Rate Splunk Infrastructure Monitoring?

  • Usage Monitoring: 9.0/10 (Category avg: 9.1/10)
  • Ease of Use: 7.6/10 (Category avg: 8.8/10)
  • Dashboards and Visualizations: 8.8/10 (Category avg: 8.9/10)
  • Reporting: 9.1/10 (Category avg: 8.6/10)

Who Is the Company Behind Splunk Infrastructure Monitoring?

  • 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: 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 value the real-time monitoring capabilities of Splunk Infrastructure Monitoring for ensuring seamless performance and uptime.
  • Users appreciate the real-time alerting systems in Splunk, ensuring smooth performance and minimal downtime across all environments.
  • Users value the versatile cloud monitoring capabilities of Splunk Infrastructure Monitoring, facilitating quick insights and alerts.
  • Users value the comprehensive monitoring capabilities of Splunk Infrastructure Monitoring, enhancing insights and operational efficiency.
Cons
  • Users find the difficult learning curve of Splunk Infrastructure Monitoring challenging, impacting their ability to utilize its features effectively.
  • Users face a steep learning curve with Splunk Infrastructure Monitoring, making it challenging to master the application.
  • Users criticize the complex pricing structure based on data volume, making it costly for large enterprises.
  • Users find the cost increase concerning, especially for large enterprises with high log data volumes.
  • Users raise concerns about data limitations, as costs escalate with high volumes of logs processed by Splunk.

What Are Recent G2 Reviews of Splunk Infrastructure Monitoring?

What Are G2 Users Discussing About Splunk Infrastructure Monitoring?

Oracle Infrastructure Monitoring Cloud Service

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
  • Year Founded: 1977
  • HQ Location: Austin, TX
  • Twitter: @Oracle
    827,997 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    207,576 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?

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

Tian Lin
TL
Researched and written by Tian Lin
Updated April 9, 2026