Best Observability Tools - Page 4

Compare the Top Observability Tools as of May 2026 - Page 4

  • 1
    Bigeye

    Bigeye

    Bigeye

    Bigeye is the data observability platform that helps teams measure, improve, and communicate data quality clearly at any scale. Every time a data quality issue causes an outage, the business loses trust in the data. Bigeye helps rebuild trust, starting with monitoring. Find missing and busted reporting data before executives see it in a dashboard. Get warned about issues in training data before models get retrained on it. Fix that uncomfortable feeling that most of the data is mostly right, most of the time. Pipeline job statuses don't tell the whole story. The best way to ensure data is fit for use, is to monitor the actual data. Tracking dataset-level freshness ensures pipelines are running on schedule, even when ETL orchestrators go down. Find out about changes to event names, region codes, product types, and other categorical data. Detect drops or spikes in row counts, nulls, and blank values to ensure everything is populating as expected.
  • 2
    ContainIQ

    ContainIQ

    ContainIQ

    Our out-of-the-box solution allows you to monitor the health of your cluster and troubleshoot issues faster with pre-built dashboards that just work. And our clear and affordable pricing makes it easy to get started today. ContainIQ deploys three agents that sit inside your cluster: a single replica deployment that collects metrics and events from the Kubernetes API and two additional daemon sets, one that collects latency information for every pod on that node and another that collects logs for all of your pods/containers. Monitor latency by microservice and by path, including p95, p99, average, and RPS. Works instantly without application packages or middleware. Set alerts on significant changes. Search functionality, filter by date range, and view data over time. View all incoming and outgoing requests alongside metadata. Graph P99, P95, average latency, and error rate over time for each URL path. Correlate logs for a specific trace, useful for debugging when problems arise.
    Starting Price: $20 per month
  • 3
    Riverbed Portal
    Performance visibility can be difficult with today’s complex IT environments and applications, which often span traditional data center, SaaS, and IaaS cloud environments. When companies take a traditional, siloed approach to management, they often have a fragmented, incomplete view of performance. As a result, IT spends a lot of time analyzing data but arrives at different and often conflicting conclusions on the cause of performance problems. Riverbed Portal integrates performance telemetry to create a centralized, dynamic view of performance. This holistic view gives IT Ops teams a single source of truth for accelerating troubleshooting and providing meaningful data for stakeholders throughout the enterprise. Ultimately, IT is able to efficiently control and optimize applications, data, and traffic across the entire hybrid network, keeping key resources focused on strategic projects.
  • 4
    Riverbed IQ

    Riverbed IQ

    Riverbed

    When organizations invest in an observability platform that unifies data, insights, and actions across IT, they can resolve problems faster, and eliminate data silos, resource-intensive war rooms, and alert fatigue. Riverbed IQ unified observability enables fast, effective decision-making across business and IT, codifying expert troubleshooting knowledge so junior staff can achieve more first-level resolutions, facilitating digital innovation, and continuously improving the digital experience for customers and employees. Broad-based telemetry brings together a unified view of performance and insights, which is the foundation of unified observability upon which all other capabilities are delivered. Riverbed IQ's approach to unified observability begins with our full-fidelity telemetry – across the network and infrastructure and including end-user experience metrics.
  • 5
    Chaos Genius

    Chaos Genius

    Chaos Genius

    Chaos Genius is a DataOps Observability platform for Snowflake. Enable Snowflake Observability to reduce Snowflake costs and optimize query performance.
    Starting Price: $500 per month
  • 6
    Kensu

    Kensu

    Kensu

    Kensu monitors the end-to-end quality of data usage in real time so your team can easily prevent data incidents. It is more important to understand what you do with your data than the data itself. Analyze data quality and lineage through a single comprehensive view. Get real-time insights about data usage across all your systems, projects, and applications. Monitor data flow instead of the ever-increasing number of repositories. Share lineages, schemas and quality info with catalogs, glossaries, and incident management systems. At a glance, find the root causes of complex data issues to prevent any "datastrophes" from propagating. Generate notifications about specific data events and their context. Understand how data has been collected, copied and modified by any application. Detect anomalies based on historical data information. Leverage lineage and historical data information to find the initial cause.
  • 7
    Middleware

    Middleware

    Middleware Lab

    AI-powered cloud observability platform. Middleware platform helps identify, understand and fix issues across your cloud infrastructure. AI will detect all the issues from infra and application and give better recommendations on fixing them. Monitor metrics, logs, and traces in real-time on the dashboard. The most efficient and faster results with the least resource usage. Bring all the metrics, logs, traces, and events to one single unified timeline. Get complete visibility into your cloud with a full-stack observability platform. Our AI-based predictive algorithms look at your data and give you suggestions on what to fix. You are the owner of your data. Control your data collection and store it on your cloud to reduce cost by 5x to 10x. Connect the dots between when the problem begins and where it ends. Fix problems before your users' report. They get an all-inclusive solution for cloud observability in a single place. And that's too cost-effective.
    Starting Price: Free
  • 8
    Phlare

    Phlare

    Grafana Labs

    Grafana Phlare lets you aggregate continuous profiling data with high availability, multi-tenancy, and durable storage. This helps you get a better understanding of resource usage in your applications down to the line number. Grafana Phlare is an open source database that provides fast, scalable, highly available, and efficient storage and querying of profiling data. The idea behind Phlare was sparked during a company-wide hackathon at Grafana Labs. The project was announced in 2022 at ObservabilityCON. The mission for the project is to enable continuous profiling at scale for the open source community, giving developers a better understanding of resource usage of their code. By doing so, it allows users to understand their application performance and optimize their infrastructure spend.
    Starting Price: Free
  • 9
    EV Observe

    EV Observe

    EasyVista

    Increasing service and support efficiency and business satisfaction starts with predicting and avoiding downtime. EV Observe is a monitoring platform for network, IoT, IT infrastructure, cloud, and application monitoring that delivers an end-to-end service experience. We make it easy for organizations to embrace a proactive and predictive approach to service support, delivery, and observability, including collaborative self-help, self-healing, and comprehensive performance and availability insights. This helps teams to focus on value delivery and innovation that drives business outcomes, resulting in higher employee engagement and a better customer experience, increased productivity, and improved resiliency. Designed for SaaS monitoring in a multi-client, multi-site context for the cloud. Integrated software production tool covering the entire spectrum of software processes, and has instituted DevOps practices.
  • 10
    Usage Panda

    Usage Panda

    Usage Panda

    Layer enterprise-level security features over your OpenAI usage. OpenAI LLM APIs are incredibly powerful, but they lack the granular control and visibility that enterprises expect. Usage Panda fixes that. Usage Panda evaluates security policies for requests before they're sent to OpenAI. Avoid surprise bills by only allowing requests that fall below a cost threshold. Opt-in to log the complete request, parameters, and response for every request made to OpenAI. Create an unlimited number of connections, each with its own custom policies and limits. Monitor, redact, and block malicious attempts to alter or reveal system prompts. Explore usage in granular detail using Usage Panda's visualization tools and custom charts. Get notified via email or Slack before reaching a usage limit or billing threshold. Associate costs and policy violations back to end application users and implement per-user rate limits.
  • 11
    Pinghome

    Pinghome

    Pinghome

    Pinghome is the leading provider of premium cloud-based uptime monitoring services. Our mission is simple: to empower you with the tools and insights you need to ensure your websites and APIs are always up and running flawlessly. At Pinghome, we believe in delivering the highest quality service, and that starts with our exceptional team of experienced and passionate developers. With their expertise and dedication, we are ready to cater to all your website monitoring needs, providing you with unparalleled support and guidance every step of the way.
    Starting Price: €7/month
  • 12
    Portkey

    Portkey

    Portkey.ai

    Launch production-ready apps with the LMOps stack for monitoring, model management, and more. Replace your OpenAI or other provider APIs with the Portkey endpoint. Manage prompts, engines, parameters, and versions in Portkey. Switch, test, and upgrade models with confidence! View your app performance & user level aggregate metics to optimise usage and API costs Keep your user data secure from attacks and inadvertent exposure. Get proactive alerts when things go bad. A/B test your models in the real world and deploy the best performers. We built apps on top of LLM APIs for the past 2 and a half years and realised that while building a PoC took a weekend, taking it to production & managing it was a pain! We're building Portkey to help you succeed in deploying large language models APIs in your applications. Regardless of you trying Portkey, we're always happy to help!
    Starting Price: $49 per month
  • 13
    Rakuten SixthSense

    Rakuten SixthSense

    Rakuten SixthSense

    Reimagined observability for context and performance in one place, across all stacks and any scale. Gain comprehensive end-to-end visibility by monitoring applications, infrastructure, databases, and more seamlessly on a single, intuitive dashboard. Effortlessly trace and analyze digital journeys in just a few clicks, right from the browser and applications to infrastructure. Uncover valuable insights into user journeys, understand dropouts, and pinpoint critical points in business transactions through deep user analytics and real user monitoring (RUM). Quickly adapt, optimize and innovate with real-time visibility and rapid root-cause analysis. Access our team of experts round-the-clock, 365 days a year to ensure you receive timely assistance and personalized support to address your specific needs.
  • 14
    HTCD

    HTCD

    HTCD

    HTCD is a cloud security SaaS built AI-first to materially upgrade your security posture. Access centralized visibility across your AWS and Azure environments—with 500+ OOTB policies for cloud security, infrastructure, network, SaaS, and compliance. All while retaining 100% ownership of your data. Create no-code detections in minutes. AI converts your questions to code for rapid results: Which CVEs can be exploited in my Azure environment? Show me S3 costs over the last 2 weeks ... and more. Get a prioritized view of security misconfigurations and vulnerabilities—solve the most pressing issues to reduce operational risk. AI reduces your response time by prioritizing in minutes what otherwise takes weeks. Get started in 15 minutes, free for 6 months for startups.
  • 15
    Cribl Edge
    Your not-so-secret agent for vendor-neutral unified collection. Cribl Edge is an intelligent, highly scalable edge-based data collection system for logs, metrics, and application data. Combined with automatic log discovery and metrics production, Cribl Edge is designed to support today’s modern distributed microservice architectures. Centrally deploy, configure, and manage your agents to easily expand and reduce resource overhead, all while avoiding vendor lock-in with agnostic integrations. Replace multiple legacy agents and cut redundant proprietary systems to reduce complexity, shrink attack surfaces, and cut costs. Say goodbye to those painful, manual upgrades and give control back to your team with a central place for agent management. Get a handle of your dispersed infrastructure with the ability to efficiently deploy and monitor thousands of nodes in days, not weeks.
  • 16
    SolarWinds Observability Self-Hosted
    SolarWinds Observability Self-Hosted (formerly known as Hybrid Cloud Observability) is a comprehensive, integrated, full-stack observability solution designed to help organizations ensure availability and reduce remediation time across on-premises and multi-cloud environments by increasing visibility, intelligence, and productivity. It integrates data from across the IT ecosystem, including networks, servers, applications, databases, and more, providing a unified view of service delivery and component dependencies. The platform offers features such as network performance monitoring, flow monitoring and analysis, network device configuration management, IP address monitoring, and management, user and device tracking, server and application management, virtualization monitoring and management, log monitoring and analysis, server configuration management, and VoIP and network quality assurance.
  • 17
    NetkaView Logger (NLG)
    Netka System offers advanced RegTech, OpsTech, and AI-powered IT security solutions, with NetkaView Logger (NLG) as one of its flagship products. NLG centralizes logs from all technologies into a single platform, enabling SIEM, SOAR, and IT observability functions. With built-in threat intelligence and deep packet inspection (DPI), organizations can detect and hunt threats in real time while ensuring compliance with Thailand’s Computer-related Crime Act 2017 and other data privacy regulations. The platform also provides real-time visibility into IT environments, helping teams identify risks, optimize performance, and maintain compliance. Netka’s offerings include both cloud-based and appliance-based deployments, giving businesses flexibility in scaling and managing their IT operations. By combining centralized log management with proactive defense, Netka helps organizations maximize security and efficiency.
    Starting Price: $149.99/month
  • 18
    Percepio

    Percepio

    Percepio

    Percepio offers a suite of observability tools that give developers “X-ray vision” into embedded software behavior to speed up debugging, optimize performance, and improve reliability across the entire product lifecycle. Its flagship product, Percepio Tracealyzer, provides RTOS-aware event tracing and rich visual trace diagnostics that simplify debugging and performance analysis by revealing thread execution, interrupt handlers, kernel calls, communication flows, CPU usage, and custom event data in intuitive graphical timelines, helping developers identify anomalies and bottlenecks quickly. Percepio’s broader Continuous Observability software combines Tracealyzer with Detect for systematic runtime visibility during testing and DevAlert for cloud-connected monitoring and actionable alerts on deployed devices, enabling teams to catch issues early and maintain stable operation in the field.
  • 19
    meshIQ

    meshIQ

    meshIQ

    Middleware Observability & Management Software for Messaging, Event Processing, and Streaming Across Hybrid Cloud (MESH). - Complete observability and monitoring of Integration MESH with 360° Situational Awareness® - Securely manage, and automate configuration, administration, and deployment - Track, trace, and analyze transactions, messages and flows - Collect, monitor, and benchmark MESH performance meshIQ delivers granular access controls to manage configurations across the MESH to reduce downtime and quick recovery from outages. Provides the ability to find, browse, track, and trace messages to detect bottlenecks and speeding up root-cause analysis. Unlocks the integration blackbox to deliver visibility across the MESH infrastructure to visualize, analyze, report, and predict. Delivers the ability to trigger automated actions based on pre-defined criteria or intelligent actions determined by AI/ML.
  • 20
    Kentik

    Kentik

    Kentik

    Kentik delivers the insight and network analytics you need to run all of your networks. Old and new. The ones you own and the ones you don't. Monitor your traffic from your network to the cloud to the internet on one screen. We provide: - Network Performance Analytics - Hybrid and Multi-Cloud Analytics (GCP, AWS, Azure) - Internet and Edge Performance Monitoring - Infrastructure Visibility - DNS Security and DDoS Attack Defense - Data Center Analytics - Application Performance Monitoring - Capacity Planning - Container Networking - Service Provider Intelligence - Real Time Network Forensics - Network Costs Analytics All on One Platform for Visibility, Performance, and Security. Trusted by Pandora, Box, Cogent, Tata, Yelp, University of Washington, GTT and more! Free trial or demo!
  • 21
    Tigera

    Tigera

    Tigera

    Kubernetes-native security and observability. Security and observability as code for cloud-native applications. Cloud-native security as code for hosts, VMs, containers, Kubernetes components, workloads, and services to secure north-south and east-west traffic, enable enterprise security controls, and ensure continuous compliance. Kubernetes-native observability as code to collect real-time telemetry, enriched with Kubernetes context, for a live topographical view of interactions between components from hosts to services. Rapid troubleshooting with machine-learning powered anomaly and performance hotspot detection. Single framework to centrally secure, observe, and troubleshoot multi-cluster, multi-cloud, and hybrid-cloud environments running Linux or Window containers. Update and deploy policies in seconds to enforce security and compliance or resolve issues.
  • 22
    Centerity

    Centerity

    Centerity Systems

    Connect, secure, monitor and manage (CSM2) your distributed enterprise edge with centralized observability and analytics. Discover and remediate issues faster to ensure greater uptime, performance and security. Open microservices architecture gives you everything you need to manage your distributed enterprise edge.
  • 23
    Tanzu Observability
    Tanzu Observability by Broadcom is a high-performance observability platform designed to monitor, analyze, and optimize cloud-native applications and infrastructure. It provides real-time visibility into the health, performance, and operations of complex applications by collecting and analyzing metrics, traces, and logs. Tanzu Observability leverages advanced AI and machine learning capabilities to detect anomalies and provide actionable insights, helping businesses proactively manage and optimize their digital environments. The platform’s scalable architecture supports large-scale deployments and offers deep insights into application performance, enabling faster troubleshooting and enhanced decision-making.
  • 24
    Rookout

    Rookout

    Rookout

    Rookout is a live data collection and debugging platform, which allows software engineers to understand and debug any application no matter where it’s running - from monoliths to cloud native applications. Rookout empowers engineers to reduce debugging and logging time by 80%, solving customer issues 5x faster. With the use of Non-Breaking Breakpoints, software engineers get the data they need instantly, without additional coding, restarts, or redeployment of their application required.With Rookout, developers are able to understand any piece of code. Being able to extract the data you need, from any line of code, allows devs to understand their code and makes collaboration and handoffs easier.
  • 25
    Splunk APM
    Innovate faster in the cloud, elevate user experience and future-proof your applications. Built for the cloud-native enterprise, Splunk helps you solve modern issues. Detect any issue before it turns into a customer problem. Reduce MTTR with our real-time, AI-driven Directed Troubleshooting. Flexible, open-source instrumentation eliminates lock-in. Maximize performance by seeing everything in your application, and act on AI-driven analytics. To deliver a flawless end-user experience, you need to observe everything. With NoSample™ full-fidelity trace ingestion, leverage all your trace data to identify any anomaly. Reduce MTTR with Directed Troubleshooting to quickly understand service dependencies, correlation with underlying infrastructure and root-cause error mapping. Breakdown and explore any transaction by any metric or dimension. Quickly and easily understand how your application behaves for different regions, hosts, versions or users.
    Starting Price: $660 per Host per year
  • 26
    IBM watsonx.data integration
    IBM watsonx.data integration is a data integration platform designed to help organizations transform raw data into AI-ready data at scale. The platform enables data teams to build, manage, and optimize data pipelines across multiple environments, including on-premises systems and hybrid or multi-cloud infrastructures. With a unified control plane, watsonx.data integration supports multiple integration styles such as batch processing, real-time streaming, and data replication within a single solution. The platform also offers no-code, low-code, and pro-code development options, allowing both technical and non-technical users to design and manage data pipelines efficiently. By simplifying data integration workflows and reducing reliance on multiple tools, watsonx.data integration helps organizations deliver reliable data for analytics and AI applications.
  • 27
    Digitate ignio
    Transform your operations across domains using AI and Automation towards an Autonomous Enterprise for improved resilience, assurance, and superior customer experience. Digitate’s ignio helps resolve your operational woes for an Agile, Resilient and Autonomous Enterprise. Businesses can adapt to changes efficiently, evolve digitally and unleash innovation to sustain and grow. With ignio, transform your IT and business operations’ from reactive to proactive, and take a leap forward to ‘Predict, Prescribe and Prevent.’ Learn how enterprises can elevate their business and IT operation strategy to make headway into an Autonomous Enterprise. Get started on your journey from Traditional to Automated to Autonomous Operations. Powered by AI and Machine Learning, Autonomous Operations allows enterprises to reduce manual efforts, adapt to business or IT changes efficiently with minimal cost and focus on innovation.
  • 28
    Acceldata

    Acceldata

    Acceldata

    Acceldata is an Agentic Data Management company helping enterprises manage complex data systems with AI-powered automation. Its unified platform brings together data quality, governance, lineage, and infrastructure monitoring to deliver trusted, actionable insights across the business. Acceldata’s Agentic Data Management platform uses intelligent AI agents to detect, understand, and resolve data issues in real time. Designed for modern data environments, it replaces fragmented tools with a self-learning system that ensures data is accurate, governed, and ready for AI and analytics.
  • 29
    Cmd

    Cmd

    Cmd

    A powerful yet lightweight security platform that provides insightful observability, proactive controls, threat detection and response for your Linux infrastructure in the cloud or datacenter. Your cloud infrastructure is a massive multi-user environment. Don’t protect it with security solutions originally built for endpoints. Think beyond logging and analytics solutions that lack the necessary context and workflows for true infrastructure security. Cmd’s infrastructure detection and response platform is optimized for the needs of today’s agile security teams. View system activity in real time or search through retained data, aided by rich filters and triggers. Leverage our eBPF sensors, contextual data model and intuitive workflows to gain insight into user activity, running processes and access to sensitive resources. No advanced degree in Linux administration required. Create guardrails and controls around sensitive actions to complement traditional access management.
  • 30
    Kiali

    Kiali

    Kiali

    Kiali is a management console for Istio service mesh. Kiali can be quickly installed as an Istio add-on or trusted as a part of your production environment. Using Kiali wizards to generate application and request routing configuration. Kiali provides Actions to create, update and delete Istio configuration, driven by wizards. Kiali offers a robust set of service actions, with accompanying wizards. Kiali provides a list and detailed views for your mesh components. Kiali provides filtered list views of all your service mesh definitions. Each view provides health, details, YAML definitions and links to help you visualize your mesh. Overview is the default Tab for any detail page. The overview tab provides detailed information, including health status, and a detailed mini-graph of the current traffic involving the component. The full set of tabs, as well as the detailed information, varies based on the component type.
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