Alternatives to SpectX

Compare SpectX alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to SpectX in 2026. Compare features, ratings, user reviews, pricing, and more from SpectX competitors and alternatives in order to make an informed decision for your business.

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    Site24x7

    Site24x7

    ManageEngine

    ManageEngine Site24x7 is a comprehensive observability and monitoring solution designed to help organizations effectively manage their IT environments. It offers monitoring for back-end IT infrastructure deployed on-premises, in the cloud, in containers, and on virtual machines. It ensures a superior digital experience for end users by tracking application performance and providing synthetic and real user insights. It also analyzes network performance, traffic flow, and configuration changes, troubleshoots application and server performance issues through log analysis, offers custom plugins for the entire tech stack, and evaluates real user usage. Whether you're an MSP or a business aiming to elevate performance, Site24x7 provides enhanced visibility, optimization of hybrid workloads, and proactive monitoring to preemptively identify workflow issues using AI-powered insights. Monitoring the end-user experience is done from more than 130 locations worldwide.
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    ManageEngine EventLog Analyzer
    ManageEngine EventLog Analyzer is an on-premise log management solution designed for businesses of all sizes across various industries such as information technology, health, retail, finance, education and more. The solution provides users with both agent based and agentless log collection, log parsing capabilities, a powerful log search engine and log archiving options. With network device auditing functionality, it enables users to monitor their end-user devices, firewalls, routers, switches and more in real time. The solution displays analyzed data in the form of graphs and intuitive reports. EventLog Analyzer's incident detection mechanisms such as event log correlation, threat intelligence, MITRE ATT&CK framework implementation, advanced threat analytics, and more, helps spot security threats as soon as they occur. The real-time alert system alerts users about suspicious activities, so they can prioritize high-risk security threats.
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    Sematext Cloud

    Sematext Cloud

    Sematext Group

    Sematext Cloud is an innovative, unified platform with all-in-one solution 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, reducing the time of root-cause analysis, understanding user behaviour and tracking key business metrics. The main capabilities range from log monitoring to APM, server monitoring, database monitoring, network monitoring, uptime monitoring, website monitoring or container monitoring Find complete details on our website. Or better: start a free demo, no email address required.
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    EventSentry

    EventSentry

    NETIKUS.NET ltd

    Hybrid SIEM solution combining real-time (event) log monitoring with comprehensive system health & network monitoring provides users with a complete picture of their servers and endpoints. The included security event log normalization & correlation engine with descriptive email alerts provides additional context and presents cryptic Windows security events in easy to understand reports that offer insight beyond what is available from raw events. EventSentry's NetFlow component visualizes network traffic, can detect malicious activity and offers insight into bandwith usage. Keeping track of Active Directory changes is easy with EventSentry's ADMonitor component that records all changes to AD & Group Policy objects and provides a complete user inventory to help identify obsolete accounts. Various integrations & multi-tenancy available.
    Starting Price: $85.00/one-time
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    Bugfender

    Bugfender

    Beenario

    Remote logger, crash reporter and in-app user feedback Bugfender is a log storage service for application developers. Bugfender collects everything happening in the application, even if it doesn’t crash, in order to reproduce and resolve bugs more effectively and provide better customer support. Bugfender respects your user's privacy, is battery and network efficient and keeps logging even if the device is offline. Track and destroy bugs before users even notice. Bugfender logs all bugs on all devices and sends the results in seconds - enabling you to find and fix bugs before your users even get an error message. Achieve 5-Star Ratings. Bugfender doesn’t just log bugs and crashes. It logs all the information you’ll ever need so you can build a clear picture of your users and earn those crucial five-star ratings. Deliver world-class customer service. Our logging tool enables you to target individual users and provide personalized customer support.
    Starting Price: €29 per month
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    Coralogix

    Coralogix

    Coralogix

    Coralogix is the leading stateful streaming platform providing modern engineering teams with real-time insights and long-term trend analysis with no reliance on storage or indexing. Ingest data from any source for a centralized platform to manage, monitor, and alert on your applications. As data is ingested, Coralogix instantly narrows millions of events down to common patterns for deeper insights and faster troubleshooting. Machine learning algorithms continuously observe data patterns and flows between system components and trigger dynamic alerts so you know when a pattern deviates from the norm without static thresholds or the need for pre-configurations. Connect any data, in any format, and view your insights anywhere including our purpose-built UI, Kibana, Grafana, SQL clients, Tableau, or using our CLI and full API support. Coralogix has successfully completed relevant security and privacy compliances by BDO including GDPR, SOC 2, PCI, HIPAA, and ISO 27001/27701.
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    Mirada XD

    Mirada XD

    Mirada Medical

    Comprehensive software for PET/CT, PET/MR, nuclear medicine and image fusion powered by world-class deformable registration and accurate quantification tools. With Mirada XD, you can load unlimited multi-time point follow-up studies for your review, multi-timepoint gated (4D) CT and PET data, as well as multi-sequence MR and multi-phase CT data. You can switch between MR sequences/gates in real-time even in a fused view. Performing efficient reading with unlimited SPECT and SPECT/CT studies, data from stand-alone NM SPECT scanner can be fused to diagnostic CT, eliminating the need for expensive SPECT/CT hardware. With Mirada XD you can perform an efficient reading with unlimited SPECT and SPECT/CT studies. Data from a stand-alone NM SPECT scanner can be fused to diagnostic CT eliminating the need for expensive SPECT/CT hardware.
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    SiteSpect

    SiteSpect

    SiteSpect

    SiteSpect is the leading A/B testing and personalization platform that enables growing businesses to test changes to their website, mobile experience, and other digital properties. SiteSpect enables you to test and personalize across the entire customer experience, from client-side look and feel to server-side functionality, engaging your website visitors with the right experience at the right time. SiteSpect is the most complete, powerful, and easiest solution for optimizing and personalizing your customers’ experiences. SiteSpect offers unprecedented site performance, scalability, data integrity, security, and the ability to optimize every part of the customer experience.
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    Hermia

    Hermia

    Hermes Medical Solutions

    Hermia is a sophisticated, vendor-neutral molecular imaging suite designed to unify and streamline clinical workflows across nuclear medicine, PET/SPECT/CT/MR reviewing, and advanced imaging analysis while supporting scanners and DICOM data from any manufacturer, enabling facilities to choose hardware freely and consolidate multiple legacy systems into one platform. It offers high-performance multimodality image display and analysis with intuitive, customizable workflows that accelerate reporting, improve data visualization, and reduce manual steps from acquisition through interpretation, facilitating fast and accurate review of PET/CT, SPECT/CT, and PET/MR studies. Hermia’s comprehensive toolset includes optimized SPECT reconstruction for diverse procedures and radio-pharmaceuticals, a broad nuclear medicine processing toolkit for osteology, gastroenterology, nephrology, and endocrinology, and specialized modules for pneumology with lung function and SPECT V/Q quantification.
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    ProSpect

    ProSpect

    Mitchell1

    ProSpect is an affordable digital vehicle inspection application that is seamlessly integrated with your Manager SE shop management system. This mobile car inspection app supplements Manager SE with the ability to greet customers at the vehicle, begin the inspection, and save the data for future reference. ProSpect is an add-on to the Manager SE system. You may connect as many mobile devices as you like, and there is no set-up fee. This may be the right-sized digital vehicle inspection option you’ve been waiting for to take your shop to the next level of efficiency and impress more customers. ProSpect allows service writers and technicians the flexibility to greet customers, check vehicles in and do a mobile car inspection using a phone or tablet all at the customer’s vehicle when they arrive.
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    NeuroQ

    NeuroQ

    Syntermed

    NeuroQ is a leading brain imaging analysis software that provides a powerful diagnostic tool available for multiple modalities and clinical applications. It offers an integrated solution for FDG, Amyloid, SPECT, DaTscan, and Epilepsy, supporting the most relevant functional imaging modalities to increase accuracy in differential diagnosis. NeuroQ is one of the most widely used quantitative tools for the differential diagnosis of dementia. The software goes beyond visual reads by providing valuable non-subjective diagnostic information, rapidly comparing metabolic levels in more than 240 predefined regions of the brain to a normal database, and quantifying the degree of abnormality and statistical significance of the findings. NeuroQ has been developed to aid in the assessment of human brain scans through quantification of mean pixel values lying within standardized regions of interest, and to provide quantified comparisons with brain scans.
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    LogFusion

    LogFusion

    Binary Fortress Software

    LogFusion is a powerful realtime log monitoring application designed for system administrators and developers! Use custom highlighting rules, filtering and more. You can even sync your LogFusion settings between computers. Use LogFusion's powerful custom highlighting to match text strings or regex patterns and format the matched log lines to suit your needs. Use LogFusion's Advanced Text Filtering to filter and hide lines that don't match your search text, all in realtime as new lines are being added. Complex queries allow you to easily narrow down your results. LogFusion can automatically add new logs from Watched Folders. Just specify the folders to monitor, and LogFusion will automatically open any new log files created in those folders.
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    Tencent Cloud Log Service
    CLS offers a wealth of features, including real-time log collection, structured logging, reliable storage, rapid searches, multidimensional analysis and scheduled log shipping. The service also provides an extensive API and console for easy log management. CLS uses a scalable, distributed architecture that is highly elastic, allowing the simultaneous handling of massive quantities of logs. Users can process hundreds of millions of log files every day without the usual problems of resource provisioning. Logs are captured in real time and can be searched and analyzed as soon as they reach CLS. The powerful query engine can search hundreds of millions of files within a second, allowing vast quantity of log data to be analyzed and processed. CLS offers a variety of log aggregation methods, including the LogListener agent, API and SDK, enabling the easy collection and centralized management of logs. Initial deployment can be completed in just five minutes.
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    IBM Log Analysis
    You’re using log services. But your teams want cluster-level insight. Save time and gain deeper insight with the IBM® Log Analysis service. Get integrations to many cloud-native runtimes and environments. Get collection, log tailing and blazing fast log search. Get natural language query and search retention up to 30 days. Configure cluster-level logging for a Kubernetes cluster to get access to log types for worker, pod, application and network. Monitor this data from a wide range of sources. Monitor and manage Ubuntu logs in a centralized logging system on IBM Cloud®. DevOps can archive logs from an IBM Log Analysis instance. The logs are archived into a bucket in an IBM Cloud Object Storage instance. Aggregate all log data into a central location. Expect Pager Duty, Slack, webhooks and more. Supports more than 30 integrations and ingestion sources. Natural language query and pay-per-GB pricing.
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    OpenText Security Log Analytics
    OpenText™ Security Log Analytics is a scalable and user-friendly security operations platform designed to accelerate threat detection through comprehensive log management and big data analytics. It features a natural language-like querying interface that simplifies complex data searches, enabling security teams to visualize and analyze security events quickly and efficiently. The core columnar database ensures data immutability, enhancing trust and integrity in log management. This solution helps reduce analyst fatigue by streamlining threat hunting processes and automating repetitive remediation tasks. Integrated compliance reporting supports audit readiness for standards like GDPR, PCI, and FIPS 140-2. It also supports data ingestion from over 480 sources, providing a unified and normalized view for enhanced security visibility.
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    Google Cloud Logging
    Real-time log management and analysis at scale. Securely store, search, analyze, and alert on all of your log data and events. Ingest custom log data from any source. An exabyte-scale, fully managed service for your application and infrastructure logs. Analyze log data in real time. Supported across Google Cloud services and integrated with Cloud Monitoring, Error Reporting, and Cloud Trace so you can quickly troubleshoot issues across your infrastructure and applications. With sub-second ingestion latency, terabyte per-second ingestion rate, and exabytes of logs stored each month, you can securely store all of your logs from any source in one place with no management overhead. Combine the power of Cloud Logging with BigQuery for advanced analysis and use log-based metrics to build real-time Cloud Monitoring dashboards.
    Starting Price: $0.50 per GiB
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    Mezmo

    Mezmo

    Mezmo

    Mezmo (formerly LogDNA) enables organizations to instantly centralize, monitor, and analyze logs in real-time from any platform, at any volume. We seamlessly combine log aggregation, custom parsing, smart alerting, role based access controls, and real-time search, graphs, and log analysis in one suite of tools. Our cloud based SaaS solution sets up within two minutes to collect logs from AWS, Docker, Heroku, Elastic and more. Running Kubernetes? Start logging in two kubectl commands. Simple, pay-per-GB pricing without paywalls, overage charges, or fixed data buckets. Simply pay for the data you use on a month-to-month basis. We are SOC2, GDPR, PCI, and HIPAA compliant and are Privacy Shield certified. Our military grade encryption ensures your logs are secure in transit and storage. We empower developers with user-friendly, modernized features and natural search queries. With no special training required, we save you even more time and money.
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    Nagios Log Server

    Nagios Log Server

    Nagios Enterprises

    Nagios Log Server greatly simplifies the process of searching your log data. Set up alerts to notify you when potential threats arise, or simply query your log data to quickly audit any system. With Nagios Log Server, you get all of your log data in one location, with high availability and fail-over built right in. Quickly configure your servers to send all log data with easy source setup wizards and start monitoring your logs in minutes. Easily correlate log events across all servers in a few clicks. Nagios Log Server allows you to view log data in real-time, providing the ability to quickly analyze and solve problems as they occur. This keeps your organization safe, secure, and running smoothly. Nagios Log Server provides users with advanced awareness of their infrastructure. Dive deep into network events, logs, and security events. Use Log Server to provide the evidence necessary to track down security threats, and quickly resolve vulnerabilities with built-in alerts.
    Starting Price: $1995.00/one-time
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    Honeycomb

    Honeycomb

    Honeycomb.io

    Log management. Upgraded. With Honeycomb. Honeycomb is built for modern dev teams to better understand application performance, debug & improve log management. With rapid query, find unknown unknowns across system logs, metrics & traces with interactive charts for the deepest view against raw, high cardinality data. Configure Service Level Objective (SLOs) on what users care about so you cut-down noisy alerts and prioritize the work. Reduce on-call toil, ship code faster and keep customers happy. Pinpoint the cause. Optimize your code. See your prod in hi-res. Our SLOs tell you when your customers are having a bad experience so that you can immediately debug why those issues are happening, all within the same interface. Use our Query Builder to easily slice and dice your data to visualize behavioral patterns for individual users and services (grouped by any dimensions).
    Starting Price: $70 per month
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    Humio

    Humio

    Humio

    Log everything, answer anything in real-time. Modern log management with streaming observability and affordable Unlimited Plans. Humio is built to ingest and retain streaming data as quickly as it arrives, regardless of volume. Alerts, scripts, and dashboards are updated in real-time, and live tail and retained data searches have virtually no latency. Humio is index-free, and it works with any structured or unstructured data format. Because you don’t need to define fields upfront, you can ask any question with live or archived data, and experience blazing-fast response. Humio offers affordable licenses and industry-leading Unlimited Plans. Its advanced compression and use of bucket storage saves up to 70% on compute and storage costs. And Humio deploys in minutes and requires little maintenance. Humio ingests unlimited data at any throughput to provide the full data set needed to detect and respond to any incident.
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    LogMX

    LogMX

    LightySoft

    LogMX is an intuitive and cross-platform tool, for developers and administrators analyzing log files. Using a nice and powerful graphical interface, LogMX parses, displays and monitors any logs from any source. LogMX will save you a lot of time and effort when analyzing logs. No need to use several tools if you have several log formats from many sources. LogMX is not just reading log files, it parses log events from any file or data stream, in order to display a structured view of your logs. No need to install a web server or update your logs producers, LogMX is a standalone application weighing only about 8 MB (but does a lot for you!) Using LogMX, you can quickly locate events in your logs, filter some events, monitor your logs in real-time, make time calculations, monitor a merged view of several interlaced logs, and many more... Once you have used LogMX, you will not want to read logs without it!
    Starting Price: $99 one-time payment
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    DataSet

    DataSet

    DataSet

    DataSet retains live, searchable real-time insights. Store indefinitely using DataSet-hosted or customer-managed, low-cost S3 storage. Ingest structured, semi-structured, and unstructured data faster than ever before. A limitless enterprise infrastructure for live data queries, analytics, insights, and retention, with no data schema requirements. The technology of choice for engineering, DevOps, IT, and security teams to unlock the power of data. Sub-second query performance powered by a patented parallel processing architecture. Work quicker and smarter to make better business decisions. Ingest hundreds of terabytes effortlessly. No rebalancing nodes, storage management, or resource reallocation. Scale on a limitless flexible platform. An efficient cloud-native architecture minimizes cost and maximizes output. Benefit from a predictable cost model with unmatched performance.
    Starting Price: $0.99 per GB per day
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    Apache Hive

    Apache Hive

    Apache Software Foundation

    The Apache Hive data warehouse software facilitates reading, writing, and managing large datasets residing in distributed storage using SQL. Structure can be projected onto data already in storage. A command line tool and JDBC driver are provided to connect users to Hive. Apache Hive is an open source project run by volunteers at the Apache Software Foundation. Previously it was a subproject of Apache® Hadoop®, but has now graduated to become a top-level project of its own. We encourage you to learn about the project and contribute your expertise. Traditional SQL queries must be implemented in the MapReduce Java API to execute SQL applications and queries over distributed data. Hive provides the necessary SQL abstraction to integrate SQL-like queries (HiveQL) into the underlying Java without the need to implement queries in the low-level Java API.
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    Dash0

    Dash0

    Dash0

    Dash0 is an OpenTelemetry-native observability platform that unifies metrics, logs, traces, and resources into one intuitive interface, enabling fast and context-rich monitoring without vendor lock-in. It centralizes Prometheus and OpenTelemetry metrics, supports powerful filtering of high-cardinality attributes, and provides heatmap drilldowns and detailed trace views to pinpoint errors and bottlenecks in real time. Users benefit from fully customizable dashboards built on Perses, with support for code-based configuration and Grafana import, plus seamless integration with predefined alerts, checks, and PromQL queries. Dash0's AI-enhanced tools, such as Log AI for automated severity inference and pattern extraction, enrich telemetry data without requiring users to even notice that AI is working behind the scenes. These AI capabilities power features like log classification, grouping, inferred severity tagging, and streamlined triage workflows through the SIFT framework.
    Starting Price: $0.20 per month
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    Falcon LogScale

    Falcon LogScale

    CrowdStrike

    Rapidly shut down threats with real-time detection and blazing-fast search while reducing logging costs. Detect threats faster by processing incoming data in under a second. Find suspicious activity in a fraction of the time of traditional security logging tools. A powerful, index-free architecture lets you log all your data and retain it for years while avoiding ingestion bottlenecks. Collect more data for investigations, and threat hunting, and scale to over 1 PB of data ingestion per day with negligible performance impact. Falcon LogScale takes your searching, hunting, and troubleshooting capabilities to the next level with its powerful, intuitive query language. Dig deeper to gain additional context with filtering, aggregation, and regex support. Quickly scan all events with a free-text search. Live and historical dashboards let users instantly prioritize threats, monitor trends, and troubleshoot issues. Easily drill down from charts to search results.
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    LOGalyze

    LOGalyze

    Zuriel

    LOGalyze is an open source, centralized log management and network monitoring software. If you would like to handle all of your log data in one place, LOGalyze is the right choice. It supports Linux/Unix servers, network devices, Windows hosts. It provides real-time event detection and extensive search capabilities. With this open source application log analyzer, collect your log data from any device, analyze, normalize and parse them with any custom made Log Definition, use the built-in Statistics and Report Definitions or use your own ones. You can define Events and Alerts by correlating any log data. The ticketing system provides powerful tool closing your open incidents more quickly. LOGalyze is an open source network management tool what helps reducing internal costs, improving network uptime, increasing network efficiency and eliminating unwanted network traffic. The built-in scheduled Reports give you an overview of the whole network.
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    Retrospective

    Retrospective

    centeractive AG

    Retrospective is a desktop application for convenient and effective searching in local and distributed log files as well as log data from container platforms such as Docker and Kubernetes. Such data sources are accessed on local and/or remote computers and the log data of different format is extracted, combined and displayed in one place (the result table). Advanced features such as profile definition, data source monitoring, sorting/filtering result entries, highlighting, bookmarking, exporting etc. enable fast and robust log data exploration. Retrospective assists you in early error detection by monitoring application servers’ logs, searching for exceptions, etc. The highly optimized search engine together with the aforementioned features ensures that much precious time is saved. Being able to access all log data in one place makes log data processing incredibly efficient, thus ensuring quick and effective reactions to problems, and therefore gain customers’ trust and loyalty.
    Starting Price: $92 per year
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    Apache Phoenix

    Apache Phoenix

    Apache Software Foundation

    Apache Phoenix enables OLTP and operational analytics in Hadoop for low-latency applications by combining the best of both worlds. The power of standard SQL and JDBC APIs with full ACID transaction capabilities and the flexibility of late-bound, schema-on-read capabilities from the NoSQL world by leveraging HBase as its backing store. Apache Phoenix is fully integrated with other Hadoop products such as Spark, Hive, Pig, Flume, and Map Reduce. Become the trusted data platform for OLTP and operational analytics for Hadoop through well-defined, industry-standard APIs. Apache Phoenix takes your SQL query, compiles it into a series of HBase scans, and orchestrates the running of those scans to produce regular JDBC result sets. Direct use of the HBase API, along with coprocessors and custom filters, results in performance on the order of milliseconds for small queries, or seconds for tens of millions of rows.
    Starting Price: Free
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    Logz.io

    Logz.io

    Logz.io

    We know engineers love open source. So we supercharged the best open source monitoring tools — including ELK, Prometheus, and Jaeger, and unified them on a scalable SaaS platform. Collect and analyze your logs, metrics, and traces on one unified platform for end-to-end monitoring. Visualize your data on easy-to-use and customizable monitoring dashboards. Logz.io’s human-coached AI/ML automatically uncovers errors and exceptions in your logs. Quickly respond to new events with alerting to Slack, PagerDuty, Gmail, and other endpoints. Centralize your metrics at any scale on Prometheus-as-a-service. Unified with logs and traces. Add just three lines of code to your Prometheus config files to begin forwarding your metrics to Logz.io for storage and analysis. Quickly respond to new events by alerting Slack, PagerDuty, Gmail, and other endpoints. Logz.io’s human-coached AI/ML automatically uncovers errors and exceptions in your logs.
    Starting Price: $89 per month
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    Logflare

    Logflare

    Logflare

    Never get surprised by a logging bill again, collect for years, query in seconds. Costs escalates quickly with typical log management solutions. To setup long term analytics on events you need to archive to a CSV and setup another data pipeline to ingest events into a custom tailored data warehouse. With Logflare and BigQuery there is no setup for long term analytics. You can ingest immediately, query in seconds and store data for years. Use our Cloudflare app and catch every request to your web service no matter what. Our Cloudflare App worker doesn't modify your request, it simply pulls the request/response data and logs to Logflare asynchronously after passing your request through. Want to monitor your Elixir app? Our library adds minimal overhead. We batch logs and use BERT binary serialization to keep payload size and serialization load low. When you sign in with your Google account, we give you access to your underlying BigQuery table.
    Starting Price: $5 per month
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    Logmanager

    Logmanager

    Logmanager

    Logmanager is a centralized log management platform enhanced with SIEM capabilities that radically simplifies responses to cyberthreats, legal compliance, and troubleshooting. By transforming diverse logs, events, metrics, and traces into actionable insights, it helps security and operations teams respond swiftly to any incident. Experience effortless self-management and customization, peerless functionality, and the flexibility to take control of your entire technology stack. – Effortlessly aggregate and standardize log files from diverse sources into one unified platform. – Enjoy rapid deployment, 140+ built-in integrations, and effortless scalability. – Use dozens of predefined security dashboards or customize your own views. – Set up alerts based on multiple trigger conditions or custom-defined rules. – Transparent pricing with no hidden fees. Pay as you go, scale as you grow. – Start for free with 20 GB of storage included.
    Starting Price: $0.09 GB/ month
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    Apache Trafodion

    Apache Trafodion

    Apache Software Foundation

    Apache Trafodion is a webscale SQL-on-Hadoop solution enabling transactional or operational workloads on Apache Hadoop. Trafodion builds on the scalability, elasticity, and flexibility of Hadoop. Trafodion extends Hadoop to provide guaranteed transactional integrity, enabling new kinds of big data applications to run on Hadoop. Full-functioned ANSI SQL language support. JDBC/ODBC connectivity for Linux/Windows clients. Distributed ACID transaction protection across multiple statements, tables, and rows. Performance improvements for OLTP workloads with compile-time and run-time optimizations. Support for large data sets using a parallel-aware query optimizer. Reuse existing SQL skills and improve developer productivity. Distributed ACID transactions guarantee data consistency across multiple rows and tables. Interoperability with existing tools and applications. Hadoop and Linux distribution neutral. Easy to add to your existing Hadoop infrastructure.
    Starting Price: Free
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    Oracle Big Data Service
    Oracle Big Data Service makes it easy for customers to deploy Hadoop clusters of all sizes, with VM shapes ranging from 1 OCPU to a dedicated bare metal environment. Customers choose between high-performance NVmE storage or cost-effective block storage, and can grow or shrink their clusters. Quickly create Hadoop-based data lakes to extend or complement customer data warehouses, and ensure that all data is both accessible and managed cost-effectively. Query, visualize and transform data so data scientists can build machine learning models using the included notebook with its R, Python and SQL support. Move customer-managed Hadoop clusters to a fully-managed cloud-based service, reducing management costs and improving resource utilization.
    Starting Price: $0.1344 per hour
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    LogGRIFFIN
    LogGRIFFIN is the solution for consolidated log management capable of big data analysis. It provides real-time log collection to prevent audit logs generated by multiple heterogeneous networks and servers from modification or forgery, and analyzes these collected and stored logs to support incident response, audit trail, and/or legal compliance. Adjusting log-collecting speed of log-collecting agents according to CPU workload of log-collecting servers. Support for encrypted communication between log-collecting agents and log-collecting servers. Supporting big data processing through distributed search engine. Support for defining PROPERTY about new log formats and for analyzing them. User-defined correlation analysis of non-conformative logs based on dynamic analytic chains. Real-time detection and analysis of correlation.
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    SolarWinds Loggly
    SolarWinds® Loggly® is a cost-effective, hosted, and scalable full-stack, multi-source log management solution combining powerful search and analytics with comprehensive alerting, dashboarding, and reporting to proactively identify problems and significantly reduce Mean Time to Repair (MTTR). LOGGLY AT A GLANCE » Full-stack, multi-source log aggregation, log monitoring, and data analytics » Log analytics show events in context, highlight patterns, and detect anomalies for deeper insights » Highly scalable to ingest massive data volumes and help enable quick searching across large and complex environments » Spot usage patterns with application, service, and infrastructure-aligned historical analysis of user, log, and infrastructure data » Manage by exception by identifying variations from normal with powerful log formatting and analytic search capabilities
    Starting Price: Free
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    Gravwell

    Gravwell

    Gravwell

    Gravwell is an all-you-can-ingest data fusion analytics platform that enables complete context and root cause analytics for security and business data. Gravwell was founded to bring the benefits of usable machine data to all customers: large or small, text or binary, security or operational. When experienced hackers and big data experts team-up you get an analytics platform capable of things never seen before. Gravwell enables security analytics that go well beyond log data into industrial processes, vehicle fleets, IT infrastructure, or everything combined. Need to hunt down a suspected access breach? Gravwell can correlate building access logs and run facial recognition machine learning against camera data to isolate multiple subjects entering a facility with a single badge-in. We exist to provide analytics capabilities to people who need more than just text log searching and need it sooner rather than later at a price they can afford.
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    VictoriaLogs

    VictoriaLogs

    VictoriaMetrics

    VictoriaLogs, an open-source log database from VictoriaMetrics, is designed to be user-friendly. It seamlessly integrates with widely used log collectors and offers a more straightforward setup process than Elasticsearch and Grafana Loki. The robust LogsQL query language provides full-text search capabilities across all log fields, simplifying log management. It scales impressively with CPU, RAM, disk IO, and space, running efficiently on Raspberry Pi and high-end servers. It handles data volumes up to 30 times larger than Elasticsearch and Grafana Loki on the same hardware, making it a powerful choice for various environments. VictoriaLogs supports fast full-text search over high-cardinality log fields like trace_id, user_id, and IP. It works seamlessly with traditional Unix log analysis tools like grep, less, sort, and jq. It also offers multi-tenancy support, accommodating diverse needs.
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    Corner Bowl Event Log Manager

    Corner Bowl Event Log Manager

    Corner Bowl Software Corporation

    An enterprise class Centralized Windows Event Log Management Software Tool. A Centralized Log Consolidator. A Real-Time Windows Event Log, Syslog and Application Log Monitor Software Tool. A Log Analyzer Tool. A Windows Syslog Server. An Azure Active Directory Auditing Software Tool. Compliance Reporting Software for JSIG, NIST, CJIS, PCI/DSS, HIPAA, SOX, GDPR and CIS Microsoft 365 Security & Compliance with 80+ pre-built reports. An enhanced Windows Event Log Viewer with advanced search and filter capabilities. Supports Windows Event Logs, Syslogs, text based Application Logs on Windows and Linux, and cloud based Azure Active Directory Audit Logs. Once harvested, log entries are saved to either a local or offsite log repository. Event Log Manager provides you with 5 different methods to centralize your log entries including MySQL, Microsoft SQL Server, elasiticsearch and CosmosDB.
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    XpoLog

    XpoLog

    XpoLog

    Reduce Complexity and Cut-Costs of manual work and scripting by 90%. PortX Automated Parsing and Collectors of any log Type/Source, Cloud data, Apps, and Services. PortX – Identifies, parses, and tags sources automatically. PortX automatically identifies data patterns from a wide variety of applications and systems. XpoLog uses PortX to Automatically Deploy Analytical Apps for generating instant insights. Security, performance, audit, errors, trends, anomalies, and much more! Once log data is collected, XpoLog automatically detects and matches analytics apps. The apps provide ready to use reports. Gain real-time insights instantly. XpoLog automatically detects errors, exceptions, anomalies, unique patterns, risk. Check XpoLogs’ market-leading marketplace, with dozens of out-of-the-box analytics apps.
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    SolarWinds Log Analyzer
    Easily investigate machine data to help identify the root cause of IT issues faster. Powerfully designed and intuitive log aggregation, tagging, filtering, and alerting for effective troubleshooting. Fully integrated with Orion Platform products, enabling a unified view of IT infrastructure monitoring and associated logs. We’ve worked as network and systems engineers, so we understand your problems and how to solve them. Your infrastructure is constantly generating log data to provide performance insight. Collect, consolidate, and analyze thousands of syslog, traps, Windows, and VMware events to perform root-cause analysis with log monitoring tools from Log Analyzer. Perform searches using basic matching. Execute searches using multiple search criteria and apply filters to narrow results. Save, schedule, and export search results within the log monitoring software.
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    Yandex Cloud Logging
    The service aggregates runtime data from different resources into a log group. Use pre-configured log groups or create new ones for selected services and applications. Filter entries using queries. When working with Cloud Logging, you can use logical operators, search by parameters, or search within JSON parameters. Cloud Logging collects, processes, and stores logs for up to 31 days. An isolated data storage space is allocated for each log group. You can configure read and write access using roles. Add data from Cloud Logging and diagnostic information from other systems integrated with Grafana to one dashboard.
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    Logtail

    Logtail

    Logtail

    Logtail lets you query your logs the same way you query a database. Experience radically better SQL-compatible log management at an unbeatable price. Store your logs in a structured format and search them easily with SQL. Create actionable dashboards with hosted Grafana. Archive log fragments, collaborate with colleagues, and get automatic anomaly detection alerts.
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    R2 SQL

    R2 SQL

    Cloudflare

    R2 SQL is Cloudflare’s serverless, distributed analytics query engine (currently in open beta) that enables you to run SQL queries over Apache Iceberg tables stored in R2 Data Catalog without needing to manage your own compute clusters. It is built to efficiently query large volumes of data by leveraging metadata pruning, partition-level statistics, file and row-group filtering, and Cloudflare’s globally distributed compute infrastructure to parallelize execution. The system works by integrating with R2 object storage and an Iceberg catalog layer, so you can ingest data via Cloudflare Pipelines into Iceberg tables, and then query that data with minimal overhead. Queries can be issued via the Wrangler CLI or HTTP API (with an API token granting permissions across R2 SQL, Data Catalog, and storage). During the open beta period, using R2 SQL itself is not billed, only storage and standard R2 operations incur charges.
    Starting Price: Free
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    CruzLog

    CruzLog

    Dorado Software

    Next-gen log collection, analysis and visualization for improved troubleshooting, managing compliance, and IT security. CruzLog is a set of integrated, and flexible tools for IT administrators and operators to collect, filter, analyze, visualize, and manage network, server and application logs for issue tracking, auditing, and compliance. CruzLog adds comprehensive log collection, data management, and detailed visualization to Cruz Operations Center's (CruzOC) expansive suite of IT resource management features. Together, they provide a single console management product for managing datacenter and network operations of today's converging infrastructures. Fully integrated with Cruz Operations Center (CruzOC), infrastructure management for IT/IOT resources, results in comprehensive and automated problem resolution from a single pane-of-glass. Store, analyze, and visualize resource management data with log management to improve troubleshooting, IT security, and compliance.
    Starting Price: $1350
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    IBM Db2 Big SQL
    A hybrid SQL-on-Hadoop engine delivering advanced, security-rich data query across enterprise big data sources, including Hadoop, object storage and data warehouses. IBM Db2 Big SQL is an enterprise-grade, hybrid ANSI-compliant SQL-on-Hadoop engine, delivering massively parallel processing (MPP) and advanced data query. Db2 Big SQL offers a single database connection or query for disparate sources such as Hadoop HDFS and WebHDFS, RDMS, NoSQL databases, and object stores. Benefit from low latency, high performance, data security, SQL compatibility, and federation capabilities to do ad hoc and complex queries. Db2 Big SQL is now available in 2 variations. It can be integrated with Cloudera Data Platform, or accessed as a cloud-native service on the IBM Cloud Pak® for Data platform. Access and analyze data and perform queries on batch and real-time data across sources, like Hadoop, object stores and data warehouses.
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    Sysgem Logfile Concentrator
    Sysgem's Logfile Concentrator is a comprehensive Windows-based tool designed to integrate streams of log file data from multiple sources into a single centralized location. It collects log data from remote multi-platform servers and end devices, storing them in a central database for analysis and regulatory-compliant archiving. Key features include automated archiving and reporting, customizable record displays, advanced querying, audit trail, and compliance management, as well as intelligent alarms and real-time alerts. The platform offers a user-customizable display for real-time record monitoring and provides a full web browser interface for remote access. Additionally, it supports common ODBC databases such as MS SQL, Oracle, and MS Access. As part of the Sysgem product family, Logfile Concentrator can function as a standalone solution or complement the Sysgem Enterprise Manager (SEM).
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    Enginsight

    Enginsight

    Enginsight

    Enginsight is an all-in-one cybersecurity platform made in Germany, combining threat detection and defense capabilities. The features are: Automated security checks, pentesting, IDS/IPS, micro segmentation, vulnerability scans, and risk assessments. It empowers businesses of all sizes to effortlessly implement and monitor robust security strategies through an intuitive interface. Scan your systems automatically and immediately recognize the security status of your IT infrastructure. 100% self-developed (security by design) and has no dependencies on third-party tools. Permanently scan your IT environment for existing devices and create a live image of your IT infrastructure. Automatic detection and unlimited IP inventory of all network devices, as well as their classification. Enginsight provides a comprehensive solution for monitoring and securing your Windows servers, Linux servers and end devices such as Windows PCs or Linux . Start your 15 day free trial now.
    Starting Price: $12.99 per month
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    Motadata

    Motadata

    Motadata

    Effectively addressing the intricate challenges posed by modern networks requires the implementation of advanced solutions in the realm of Network Observability. In this pursuit, consider embracing the cutting-edge offerings of Motadata AIOps, a leading provider in the industry. By integrating Motadata AIOps into your network infrastructure, you not only eliminate data silos but also gain unparalleled visibility into various facets such as network performance, SNMP data, Network Flow, and log data. This comprehensive approach empowers you to monitor and analyze your network with utmost precision, ensuring seamless operations across diverse environments, from on-premise setups to the expansive landscape of cloud infrastructure. The synergy of innovative Network Observability and Motadata AIOps not only meets but exceeds the expectations set for network management, ushering in a new era of efficiency and reliability.
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    SolarWinds Kiwi Log Viewer
    Display log files in an easy-to-read tabular format and choose various search and filter options. Kiwi Log Viewer can read files up to 14TB to make sure you can view and search all logs you need regardless of size. Easily monitor changes to a specified log file in real-time. Display log files in easy-to-read tabular format. Monitor changes to a specified log file in real-time. Open files of any size and automatically highlight important text. Leverage sub-string matching or Perl-style regular expression (regex) matching. Apply highlighting rules to detect the most important messages quickly. Easily monitor log files for specific keywords, phrases, or patterns. Kiwi Log Viewer displays text-based log files in a tabular format. You can copy selected rows in tab-delimited format or click-select-copy any part of the row text. Thanks to the file tailing feature, you can monitor the specified log file for changes and view any new data added in real-time.
    Starting Price: $111 one-time payment
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    Grafana Loki
    Grafana Loki is an open source log aggregation system designed to efficiently collect, store, and query logs from various sources. Unlike traditional logging systems, Loki is optimized for cloud-native applications, making it a great fit for modern, containerized environments like Kubernetes. It works seamlessly with Grafana for visualizing log data alongside metrics and traces, providing a unified observability platform. Loki indexes only metadata, such as labels and timestamps, which reduces the amount of data stored and improves query performance compared to more traditional log management systems. This lightweight approach allows for easier scalability and cost-effective storage. Loki also supports log aggregation from various sources, including Syslog, application logs, and container logs, and integrates with other observability tools to provide a complete view of system performance.
    Starting Price: Free