13 Best Splunk Alternatives Tools For Handling Big Data and Log File Management

Splunk is one of the most popular log file management and analysis tools out there. It helps with big data analysis, thus giving users access to critical real-time operational intelligence. This platform also makes working with big data generated by machines via the web interface less of a challenge. It lets you search, analyze, or keep an eye out for crucial data generated to provide better user experiences.

Splunk, a complex log management system for Windows, Mac and Linux operating systems, can help solve critical problems, centered on artificial intelligence, security, among others. But it does have some challenges, which is making most users switch to its alternatives. Among the numerous drawbacks, this tool is not the simplest and is also not budget-friend, particularly for small businesses.

13 Best Splunk Alternatives Tools For Handling Big Data and Log File Management

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But the good news is there are other alternatives to Splunk out there. And most of them can even perform better and budget-friendly. Here are 13 best Splunk alternatives to try out .

1. JKool


JKool is a cool platform for viewing and analyzing machine-generated data just like Splunk. These include transactions, log, and metrics, all in real-time. JKool is also cloud-based and is effective for log management. It can help to analyze both data at rest and in motion, thus providing critical information that can enable you to find a solution to problems.

However, you can use JKool as a service or have it deployed straight to your data center. Whichever way you use it, you will still get the results you seek. The tool is quite easy to use, so much that users without coding knowledge can even track apps. So, if you are looking for a replacement for Splunk, JKool might be the perfect alternatives. But let’s look at other tools.

2. Countly


Whether web, mobile, or desktop applications, Countly is a wise choice. The tool works like a charm. And it also offers businesses and product managers, great insight regarding their product’s performance. Information provided by this tool can help product managers to improve the user experience of their apps. It delivers crash reports, push notifications, user profiles, and comprehensive analytics.

Impressively, Countly pages are also updated in real-time, so there’s no need for you to refresh them regularly. Also, while on the web interface of this tool, you will discover that transiting from one page to another is smooth and effortless. And impressively, the plugin-based architecture of Countly makes it possible to tailor it to fit your business needs.

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3. Mixpanel


Mixpanel is one of the best Splunk alternatives out there. The only major drawback is that the tool is a bit pricey. But if you have the budget, you won’t regret splashing the cash on this tool. It provides critical information about a website that businesses can rely on to provide a better user experience.

Mixpanel also makes viewing activities on a site a breeze. And with that, you can spot errors as they occur or dent your business reputation. The tool is also user-friendly and features an online interface that makes viewing events or aggregating data a breeze. So, if you are looking to boost conversion rates and increase customer-base, this tool can provide great insight that will enable you to achieve that.

4. Sumo Logic

Sumo Logic

Sumo Logic is cloud-based and suitable modern applications. It helps with logs and metric management, offering real-time insights and comprehensive analytics that businesses can benefit from. The tool also helps to turn big data generated from web interface into sources of security, operations, as well as compliance intelligence.

Thanks to the effectiveness and features of Sumo Logic, you can reduce downtime and improve the user experience of your websites. The tool also gives you a chance to run a data-driven business, where you will not only be able to predict but comfortably analyze customer behavior, and take drastic action that may result in massive business growth.

5. Devtodev


Devtodev is a feature-rich platform designed for web and mobile applications. The platform is quite comprehensive but proves quite useful. It helps to improve game performances and save time. The dashboard is also great and lets you have a run-through of insightful details on one screen.

Devtodev also provides detailed user reports daily that can prove helpful. These include usage, trends, retention, and market metrics, among others. With that in mind, if you are seeking a platform that can offer the solution, you require to produce statistics to aid big data, and performance analytics, then you have a lot to gain from the Devtodev platform.

6. Appsee


Though ServiceNow has purchased Appsee, the platform still stands as one of the best Splunk alternatives on the market. The platform offers something more than the usual numerical analytics. It empowers developers to see what users are seeing, so they can take necessary steps to tackle errors and enhance user experience.

In other words, developers can record a specific set of users or earmark particular group for recording, to have a better knowledge of how users in the said category interact with the app. Automatic integration is also one of the features that set this app apart. It can integrate with your app, and setup functions like sessions recording, touch heatmaps, event tracking, and others

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7. Sentry


Sentry is another great Splunk alternatives and a favorite cross-platform that most developers use. It helps to monitor errors in real-time on games, mobile, and web applications. And during error tracking, Sentry offers developers an overview of what the problem is and provides more details that will enable them to fix bug issues with ease.

Sentry does not have a steep learning curve like most similar platforms out there, and this makes it a favorite tool for beginners and expert developers. It is also open-source but has a hosted version. So, if you can handle the running and maintenance of the platform, you can go ahead with the free version. Otherwise, the hosted version would make a wise choice.

8. Logentries


Logentries is a feature-rich Splunk alternative that helps to analyze log data with incredible speed. The platform is simple to understand and use. It also has both free and paid option, with the former offering 5 gigabytes of logs monthly that remains accessible for at least 7-days.

Logentries also works seamlessly with multiple laaS and PaaS. Plus it is cloud-hosted and supports numerous programming languages such as JavaScript, HTML5, Java, . Net, Python, Android, iOS, and many others. The platform is also a breeze to set up. Documentation of logs is also comprehensive, yet simple to read and understand.

9. LogStash


LogStash is an open-source data collection platform that is not just free but offers some incredible real-time pipeline capabilities. It is also a cool tool that makes data processing a breeze. And unlike other Splunk alternatives, Splunk helps to unify data collected from multiple sources.

LogStash also has an extensive collection of plugins placed in different categories, such as inputs, outputs, codecs, and filters. It is also super easy to install and use. But then, it is difficult to maintain, and filters can also be a bit difficult to write.

10. Timber


Timber is a platform that stands out from the crowd in numerous ways. First, it is highly attractive, neat, and features a user-friendly interface that makes it simple to understand. Another reason this tool stands out is that it comes with superior front-end technologies, offering better performance and user experience.

Timber offers an exceptionally long retention period that can last for six months. It also provides a simple search, and support advanced functions such as regex, term negation, field searches, condition grouping, among others.

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11. Loggly


Loggly is one of the popular cloud-based log management platforms designed to help cloud-centric firms to find a quick solution to their operational problems. This tool also makes log data not only useful but accessible to more groups within an establishment. Loggly’s proactive monitoring of critical metrics and ability to solve problems faster makes it a great tool, too. With it, you can fix vital issues before it even leads to poor user experience.

Loggly integrates well with diverse applications such as GitHub, Jira, Slack, and many more. It can also aggregate and effectively analyze logs irrespective of sources. And apart from being able to analyze data, the Loggly can also help to identify specific data trends and track SA compliance.

12. LogDNA


LogDNA is one of the easiest log management systems out there. With it, you can collect logs directly from hosts or send from diverse platforms or applications, which includes Docker, Heroku, AWS, among others. This cloud-based log management platform helps devops and engineers to aggregate all application and system logs with ease.

Regarding the speed of operation and accessibility, LogDNA also stands out from the crowd. Price is also flexible, making it suitable for large and small businesses. Unlike other similar tools, LogDNA is charged based on usage. In this case, users only get to pay for what they use.

13. Fluentd


Fluentd is an open-source tool that encourages unified data collection and consumption. It makes it super easy for users to understand, analyze, and make good use of data collected. Impressively, the tool has a strong, ever-expanding and active community. And it comes designed with over 500 plugins that connect to numerous data sources and outputs.

Being an open-source tool, Fluentd is free! But despite that, it is still handy. But keep in mind that it is more suited to distributed systems logging.


So, these are the best Splunk alternatives out there. There are incredible tools that can provide you with some real-time operational intelligence to help spot problems before they escalate. They are simple to use and also makes handling big data and log management a breeze.

So, if you are looking for Splunk alternatives, a platform that offers similar or better performances, you can check out the options available on this list.

About Mike Stanley

Mike Stanley is a dedicated and passionate writer with a keen interest in the world of celebrity finance. With a background in journalism and economics, Mike has found his niche in researching and documenting the net worth of some of the most influential figures in the entertainment industry. His work is characterized by meticulous research and a commitment to providing accurate, up-to-date financial profiles.