Best Log Analysis Software for Kubernetes

New Relic’s enterprise-grade Log Analysis solutions provide a complete platform for collecting, analyzing, and visualizing log data across your applications and infrastructure. Built for large-scale environments, our unified data platform consolidates log data from multiple sources, offering robust full-stack analysis tools that yield deep insights into system behavior and performance. With real-time monitoring, advanced search features, and customizable dashboards, New Relic empowers you to identify trends, troubleshoot issues, and enhance system performance. Simplify log management, improve operational efficiency, and unlock actionable insights with New Relic’s advanced Log Analysis solutions.

IBM Instana sets the gold standard for incident prevention, offering automated full-stack visibility, 1-second data granularity, and 3-second notifications. In today’s complex and ever-changing cloud environments, even an hour of downtime can lead to six-figure losses or more. Traditional application performance monitoring (APM) tools often fall short—they’re too slow to keep up, lack the breadth to provide actionable context, and are typically reserved for super users who require extensive training to operate them. IBM Instana Observability goes beyond traditional APM by democratizing access to observability. Teams across DevOps, SRE, Platform Engineering, ITOps, and Development can seamlessly access the data they need, enriched with contextual insights. Instana delivers high-fidelity data with 1-second granularity, end-to-end tracing, and comprehensive visibility into logical, physical, and mobile dependencies spanning applications, web services, and infrastructure. At its core, Instana Dynamic APM leverages an agent-based architecture that uses sensors—lightweight, automated programs designed to monitor specific entities. A single agent per host, deployed either as a standalone process or a container.

Sematext Cloud provides all-in-one observability solutions for modern software-based businesses. It provides key insights into both front-end and back-end performance. Sematext includes infrastructure, synthetic monitoring, transaction tracking, log management, and real user & synthetic monitoring. Sematext provides full-stack visibility for businesses by quickly and easily exposing key performance issues through a single Cloud solution or On-Premise.

Datadog is the cloud-age monitoring, security, and analytics platform for developers, IT operation teams, security engineers, and business users. Our SaaS platform integrates monitoring of infrastructure, application performance monitoring, and log management to provide unified and real-time monitoring of all our customers' technology stacks. Datadog is used by companies of all sizes and in many industries to enable digital transformation, cloud migration, collaboration among development, operations and security teams, accelerate time-to-market for applications, reduce the time it takes to solve problems, secure applications and infrastructure and understand user behavior to track key business metrics.

With more than 50,000 customer installations across the five continents, Pandora FMS is a truly all-in-one monitoring solution, covering all traditional silos for specific monitoring: servers, networks, applications, logs, synthetic/transactional, remote control, inventory, etc. Pandora FMS allows you to quickly find and solve problems. It scales them so that they can be derived either from on-premise, multi-cloud, or both. You now have the ability to use your entire IT stack and analytics to solve any problem, even those that are difficult to find. You can control and manage any technology and application with more than 500 plugins, including SAP, Oracle, Lotus or Citrix, Jboss, VMware, AWS and SQL Server.

Logit.io are a centralized logging and metrics management platform that serves hundreds of customers around the world, solving complex problems for FTSE 100, Fortune 500 and fast-growing organizations alike. The Logit.io platform delivers you with a fully customized log and metrics solution based on ELK, Grafana & Open Distro that is scalable, secure and compliant. Using the Logit.io platform simplifies logging and metrics, so that your team gains the insights to deliver the best experience for your customers.

Edge Delta is a new way to do observability. We are the only provider that processes your data as it's created and gives DevOps, platform engineers and SRE teams the freedom to route it anywhere. As a result, customers can make observability costs predictable, surface the most useful insights, and shape your data however they need. Our primary differentiator is our distributed architecture. We are the only observability provider that pushes data processing upstream to the infrastructure level, enabling users to process their logs and metrics as soon as they’re created at the source. Data processing includes: * Shaping, enriching, and filtering data * Creating log analytics * Distilling metrics libraries into the most useful data * Detecting anomalies and triggering alerts We combine our distributed approach with a column-oriented backend to help users store and analyze massive data volumes without impacting performance or cost. By using Edge Delta, customers can reduce observability costs without sacrificing visibility. Additionally, they can surface insights and trigger alerts before data leaves their environment.

Open source is a passion for engineers. We supercharged the top open-source monitoring tools, including Jaeger, Prometheus and ELK, and combined them into a scalable SaaS platform. You can collect and analyze all your logs, metrics, traces and other data on one platform for end to end monitoring. You can visualize your data using customizable and easy-to-use monitoring dashboards. Logz.io's AI/ML human-coach automatically detects and corrects any errors or exceptions in your logs. Alerting to Slack and PagerDuty, Gmail and other endpoints allows you to quickly respond to new events. Centralize your metrics at any scale on Prometheus-as-a-service. Unified with logs, traces. Just three lines of code are required to add to your Prometheus config file to start forwarding your metrics and data to Logz.io.

Coralogix is the most popular stateful streaming platform, providing engineering teams with real-time insight and long-term trend analysis without relying on storage or indexing. To manage, monitor, alert, and manage your applications, you can import data from any source. Coralogix automatically narrows the data from millions of events to common patterns, allowing for faster troubleshooting and deeper insights. Machine learning algorithms constantly monitor data patterns and flows among system components and trigger dynamic alarms to let you know when a pattern is out of the norm without the need for static thresholds or pre-configurations. Connect any data in any format and view your insights anywhere, including our purpose-built UI and Kibana, Grafana as well as SQL clients and Tableau. You can also use our CLI and full API support. Coralogix has successfully completed the relevant privacy and security compliances by BDO, including SOC 2, PCI and GDPR.

Squash latencies and detect bottlenecks. Debug errors. Join the rapidly growing community of businesses around the globe that are achieving a 20X ROI and value by adopting KloudMate compared to other observability platforms. Monitor critical metrics and dependencies quickly, and detect anomalies using alarms and issue trackers. Locate 'breakpoints' within your application development lifecycle to fix issues proactively. View service maps of every component within your application and discover intricate dependencies and interconnections. Track every request and operation to gain detailed visibility into performance metrics and execution paths. Unified Infrastructure Monitoring capabilities can be used to monitor metrics, regardless of whether it is a multi-cloud, private, hybrid or hybrid architecture. A complete system view will help you debug faster and more precisely. Identify and solve issues faster.

DataSet retains live, searchable real-time insights. DataSet can host or manage low-cost, S3 storage for customers. Incorporate structured, semistructured, and nonstructured data faster than before. No data schema is required to create a limitless enterprise infrastructure that can be used for live data queries, insights, analytics, and retention. The technology of choice among engineering, DevOps and IT teams to unlock data's power. A patented parallel processing technology delivers sub-second query response times. Make better business decisions by working faster and smarter. Ingest hundreds terabytes of data with ease. No need to rebalance nodes, manage storage, or reallocate resources. Scale in an infinitely flexible platform. A cloud-native architecture that is efficient minimizes costs and maximizes output. Profit from a cost-model that is predictable and delivers unmatched performance.

You're using log services. Your teams need cluster-level insights. The IBM® Log Analysis service allows you to save time and gain more insight. Integrations to many cloud-native environments and runtimes available. Log tailing, collection, and blazing fast search are all possible. Natural language query and search retention of up to 30 days. To access log types for worker pod, application, network, and pod, configure cluster-level logging in Kubernetes clusters. This data can be monitored from many sources. Monitor and manage Ubuntu logs using a centralized logging system hosted on IBM Cloud®. Logs can be archived by DevOps using an IBM Log Analysis instance. The logs are stored in a bucket within an IBM Cloud Object Storage instance. All log data should be consolidated into one central location. Expect Pager Duty and Slack as well as webhooks and other features. More than 30 integrations and input sources are supported. Natural language query and pricing per GB.

Log data can provide powerful insights to help you achieve complete security observability. Multi-platform tool that enhances threat prevention and improves infrastructure visibility. With over 120 configurable modules and support for more than 100 operating system versions, you can gain comprehensive insights as well as increased security. Reduce the cost of your SIEM by reducing noise and unnecessary log data. Filter events, trim unused fields and remove duplicates in order to improve the quality of your logs. With a single tool, you can collect and aggregate logs across your entire organization. Reduce the complexity of managing security-related incidents and reduce detection and response time. By centralizing certain logs into an SIEM, and archiving other logs on your long-term storage, you can empower your organization to meet compliance regulations. NXLog Platform provides centralized log management with flexible processing.

Retrospective and your laptop can turn tedious search and monitoring processes into a few minutes of work. Retrospective can turn tedious search and monitoring processes into a few minutes' work. No log collector agents or additional software is required. Retrospective allows you to search and monitor large collections of log files from local and remote sources, without overloading your server. Retrospective has advanced features that allow you to browse your files and explore the results of your search. The guided search criteria composer allows you to monitor container log data, and pinpoint areas of particular interest in your local logs. Retrospective gives you a unified overview of your Docker installation, even if several containers are running simultaneously. The tabularized data is exportable in different formats for other analysis software.

The only real-time, analytics driven multicloud monitoring solution (formerly SignalFx). Monitor any environment using a highly scalable streaming architecture. Open, flexible data collection and quick visualizations of services in seconds. This purpose is for dynamic and ephemeral cloud-native environments of any size (e.g. Kubernetes containers, serverless, container). Identify, visualize, and resolve issues immediately. Predictive streaming analytics allows you to monitor infrastructure performance at cloud scale in real-time. More than 200 pre-built cloud integrations and out-of the-box dashboards allow for quick visualization of your entire stack. Autodiscover, break down, group, and explore cloud, services, and systems. You can quickly and easily see how your infrastructure behaves in relation to different availability zones, Kubernetes Clusters, and other services.