Splunk is a sophisticated unified security and observability solution for data and log analysis. Splunk enables real-time data monitoring and visualization. Through a web interface, it examines machine-generated data and logs. While Splunk is a sophisticated platform, it may not be appropriate for your purposes. This essay will go through 11 top Splunk alternatives that you should think about.
Splunk offers a variety of tools for analyzing and displaying data quickly and at scale. You can find trends, detect abnormalities, and make educated judgments this way. Splunk’s primary capabilities include the following:
- Unified security and transparency
- Data gathering and indexing
- Investigation and analysis
- Notification and reporting
Splunk is a flexible platform based on these features. It has a wide variety of applications.
Advantages of Splunk
Splunk is much more than a logging platform. It’s expensive since it has a lot of features for enterprise-level enterprises. Splunk collects, parses, and indexes machine data such as event logs, server logs, files, and network events. This data may be used to monitor activity and issues in your infrastructure, look for patterns in operational performance, send alerts when odd behavior is detected, and correlate occurrences. Splunk is a big data analytics platform and SIEM solution in addition to logging.
Disadvantages of Splunk
Despite being a feature-rich platform, Splunk has several limitations that make it an unsuitable choice for both large and small businesses. Aside from the high cost (up to $4,500+ per GB) and unfavorable payment mechanism, developers frequently complain about the poor search performance, inability to manage big volumes of data, complexity of the setup procedure, antiquated user interface, and necessity for onboarding and specific training. The good news is that with so much more log management software available, there are lots of choices. We created a list of features and requirements to look for in your new logging system to guarantee that we’re comparing apples to apples.
15 Best Splunk Alternatives Platforms for Data and Logs Analysis
Here are some of the best alternative to Splunk for you to try in 2023
1. Logstash
Logstash is a real-time data collection tool that is open source. It provides a simple pipeline for gathering data from many sources.
It is a component of the Elastic Stack (ELK). Logstash is a data collection, parsing, and transformation tool. The data can then be sent to numerous locations. Elasticsearch, a search and analytics engine, log management and analysis tools, databases, monitoring systems, and so on are among the destinations.
Logstash, like Splunk, gathers data from a variety of sources, including log files, system metrics, and network traffic. It then uses a number of filters to process the data. These filters may be used to extract, alter, and simplify data so that it can be searched and analyzed more easily.
However, there are significant variations in their functionality and design that may lead you to prefer Logstash over Splunk.
2. Sumo Logic
It enables you to maintain your application’s infrastructure. It is simple to search and analyze data logs in real time. Data may simply be created and aggregated. You can keep track of and display historical and real-time occurrences. It aids in the maintenance of security and compliance.
3. Fluentd
Fluentd is a free and open-source log management and data-gathering application. Fluentd, like Logstash, has a pipeline-based design. This enables it to collect data from a variety of sources and network traffic and route it to a variety of destinations.
4. Datadog
Datadog is a monitoring and analytics solution for infrastructures, cloud-scale applications, and logs that is cloud-based. It provides a platform for cloud application monitoring and security. Datadog integrates with other tools and services to make collecting and analyzing data from many sources easier.
5. Logz.io
Logz.io is an observability and security monitoring solution that offers cloud-based log analytics for data security and capacity management. Logz.io is designed to use open-source solutions for monitoring and analytics integrations.
6. Mixpanel
It’s also one of the most popular data analytics tools. It may be used to monitor real-time data. As a result, it can assist you in identifying faults and eliminating them. It offers an easy-to-use and configurable online interface. It may be used to examine and manage events. The person’s analysis tool is useful for keeping track of the user’s history. As a result, you may contact users directly by sending messages, etc. You may also learn about each person’s actions.
7. Graylog
Graylog is a free and open-source log management and analytics program. It gathers, enriches, correlates, searches, and visualizes all of your log data in one place to find patterns and trends in applications and IT infrastructure.
Graylog’s capabilities are comparable to those of Splunk. Unlike Splunk, however, it is open-source and has greater native support for cloud deployment methods.
8. New Relic
New Relic is a platform for performance monitoring and analytics. It has features such as improved observability.
- Application Tracking
- Infrastructure Surveillance
- Kubernetes Management
- Errors in the Log Management Inbox
- Browser Tracking
For easy interaction with other technologies, New Relic offers over 470 integrations. Its interface makes it easy to gather and analyze data for real-time monitoring, alerting, and historical data analysis across your whole stack.
9. Sentry
It is a free, open-source program that includes a reference map. You can simply identify and correct mistakes. A hosted version is also available on the main website. As a result, if you don’t want to deal with the hassle of running your own server, you may utilize the version that is available to users.
10. Dynatrace
Dynatrace is an artificial intelligence-powered data platform. AI-based technologies are used throughout your technological stack. This increases the efficiency of cloud operations, automates DevSecOps, and helps enterprises accomplish more with less in the cloud.
This enables Dynatrace to automate performance monitoring, analytics, and infrastructure monitoring while also providing digital experience and application security across several technologies and platforms.
11. Syslog-ng
It is also free and simple to utilize open-source software. The implementation is only viable on computers running Unix or a comparable operating system. There are two variations. The first is an open-source edition, whereas the second is a paid edition. The program includes superb and versatile filtering tools. However, it lacks advanced filtering options.
12. Appdynamics
AppDynamics is a performance monitoring and analytics observability solution. It delivers a complete picture of application performance and health, cloud services, and IT infrastructure. AppDynamics has features like:
- Application Performance Monitoring
- Monitoring of business transactions and infrastructure
- Alerting in real-time
- Root cause investigation
- It employs configurable dashboards in order to gain a better understanding of user and application activity.
It also supports multiple clouds. AIOps-driven alerts from AppDynamics Cloud give visibility with context, assisting companies in discovering, prioritizing, and addressing the most business-critical issues first.
13. Mezmo
Mezmo is a log analysis and observability pipeline tool. It gathers data from many sources, processes it in real-time, and delivers it to multiple destinations.
Its context makes use of real-time data enrichment and correlation to acquire useful insights and immediately take action. It then employs real-time notifications and gives you access to cutting-edge log analysis techniques to enable you to take significant action on time.
14. LogFaces
It offers exceptional customer service. You can email your questions, and we will respond as soon as possible. The log data is always kept on the premises. It also has a fantastic desktop application. However, there is no free version.
15. jKool
It is available in a free version. Because it employs an English-like query language, you can search questions rapidly. Real-time subscriptions can help you uncover performance and capacity concerns. You don’t need any hardware to use it; you can access it directly from the cloud.
Conclusion
The technologies listed above can assist you in centralizing your application monitoring and observability procedures. These Splunk alternatives can be utilized to meet your monitoring needs.