10 Best Datadog Alternatives for Log Management in 2022

Better Stack Team
Updated on May 4, 2022

Datadog is one of the most potent and versatile players on the market. Their solutions cover a lot of blind spots, and solutions focus on multiple industries, technologies, or specific use cases. But many developers encountered issues related to stability or data integrity.

Datadog dash

Datadog is a full-stack monitoring solution allowing you to gain visibility to your architecture, analyze and explore log data in context, and proactively monitor your users' experience.

We can not go without saying that their all-in-one solution comes with a price. Having a lot of options is great, not being the best in either, not so much. Datadog's log management and log analysis solution is okay. Still, users and the community are unhappy with the lack of key features and issues like support for specific data formats, stability-related matters, or a reliable real-time data analysis.

Pros:

  • Full observability achievable
  • Wide range of integrations available

Cons:

  • Price
  • Some essential features are lacking or even absent

10 Best Datadog Log Management Alternatives in 2022

It can not go without saying that their all-in-one solution comes for a price. Having a lot of options is great, not being the best in either, not so much. Datadog's log management and analysis solution is okay. Still, users and the community are unhappy with the lack of key features and issues like support for specific data formats, stability-related matters, or a reliable real-time data analysis.

1. Logtail

Logtail dash

Logtail allows you to query your logs the same way you'd query your database using SQL-compatible structured log management. By offering integrations into stacks like Kubernetes, Heroku, Logstash, Rails, Docker, or AWS, and more, you get a broad array of options for monitoring. Thanks to custom-built technology based on ClickHouse, you can work with your logs more efficiently and save funds compared to Datadog.

Logtail effortlessly searches through petabytes of logs within moments and is prepared to sound an alarm if any anomaly, presence, or absence is registered. Thanks to multiple integrations with multiple DevOps tools, Logtail offers a reliable log monitoring solution.

The collected data are visualized by Grafana what ensures even more efficient intel management. Tight security is one of the main benefits of log monitoring, and Logtail itself is one of the most secure tools available. Using industry-standard best practices and cooperating only with data centers compliant with DIN ISO/IEC27001 certifications, your data is safe during both transit and storage.

Main Benefits of Logtail:

  • A one-click filter of logs in a structured format
  • Better Uptime integration for a full-stack monitoring solution
  • Super-fast log querying using SQL, thanks to ClickHouse
  • Advanced collaboration features
  • Well designed dark mode UI and Grafana visualizations

2. LogDNA

LogDNA dash

LogDNA automatically parses major log line types on ingestion and offers Custom Parsing Templates for everything else. You can filter your logs based on app, host, or cluster, browse logs from any source instantly, and search through them with simple keywords, exclusion terms, chained expressions, and data ranges. Alerts are sent based on either Presence or Absence or generate an alert from a saved View and report on them in PagerDuty, Slack, or with a custom Webhook. LogDNA also allows you to save views to access common Filters and Searches and share them.

LogDNA is built on Elasticsearch, providing you with relatively fast and reliable indexing and filtering of your logs. A web-based GUI handles filtering, logs grouping by source, and more. Visualization and custom dashboards are also available, and you can also work with user-specific logs. Agentless log collection via Syslog and HTTP(s) with full-text search and visualizations are available.

Pricing depends on the usage. LogDNA has adapted the pay-as-you-go pricing model.

Main Benefits of LogDNA:

  • Option to embed views and share logs outside the organization
  • Automatically parses standard log formats
  • Simple, easy to understand UI

3. Dynatrace

Dynatrace dash

Log Monitoring from Dynatraces portfolio allows you to access and monitor logs of all your mission-critical processes. Creating custom log metrics is easy and will enable you to oversight and comprehend log data in the context of the rest of your infrastructure in real-time.

Logs can be filtered based on keywords or timeframe and processed using AI, which correlates log messages with problems and uses this correlation in root-cause analysis. You can use Log Monitoring v1 or Log Monitoring v2 if you use Dynatrace as SaaS. Dynatrace's documentation covers all the nuances. However, Dynatrace is not easy to jump into and requires more learning.

Dynatrace offers either a full-stack monitoring solution or multiple individual plans.

Main benefits of Dynatrace:

  • The AI-assisted full-stack monitoring solution
  • More than 560 supported technologies
  • Solutions also cover security, Digital Experience or even Business Analytics

4. Logz.io

Logz dash

Logz.io is based on open source tools and heavily emphasizes the necessity of "giving back to the community", maybe that's why their free subscription plan is called Community. Logz.io is ELK-stack based, which promises performance and reliability, but for a price. Its crowdsourcing and machine learning features can help you discover otherwise invisible events. It also provides a live tail feature to observe data in real-time, providing you with an option to monitor and analyze data from multiple sources at once.

Using query language, you can create custom and flexible alerts to be the first one to know about any bugs, threats, or anomalies. Kibana's query language provides you with multiple more features such as identifying specific events, customizing alert formats, or grouping options by fields.

Logz.io provides a safe way to store your in-transit data with its support for SSL and AES 256-bit encryption.

You can get Logz.io for free. Their pricing starts at $0.92/month per ingested GB and 7 days retention. The pricing model depends on the retention period and volume of data ingested.

Main benefits of Logz.io:

  • Based open-source tools
  • ELK-stack provides a wide array of tools and options
  • Reasonable pricing model

5. Sematext

Sematext dash

Sematext is a monitoring and logging service. It uses a method of centralized logging and provides you with a way to aggregate and store logs from any data source in one location. You can collect data from servers, applications, databases, containers, systems, and more. Sematext allows you to use live time viewing of your logs as they arrive into the cloud from multiple data sources.

It uses Elasticsearch, Logstash, and Kibana for collecting and transforming data, searching, filtering and analyzing, and finally, data managing and visualization. You can troubleshoot faster using real-time alerting on both metrics and logs. Log analyzing and looking for anomalies make the whole process quicker. You can integrate it with email, PagerDuty, Slack, HipChat, BigPanda, OpsGenie, VictorOps, WebHooks, Nagios, Zapier, and more.

Sematext runs on AWS, whose infrastructure follows strict IT security best practices. Your logs are encrypted via HTTPS and sent through TLS/SLL channels. You can restrict specific permissions to some members of your team.

Main Benefits of Sematext:

  • It brings infrastructure and application performance monitoring together with log management
  • Easy to use with good pre-configured dashboards and reports thus also quick to start
  • No need for a lengthy configuration

6. Graylog

Graylog dash

Graylog operates under multiple models. You can choose from either Graylog open - their open-source solution, Graylog Small Business, or Enterprise. The last option is Graylog cloud, offering the same experience as Graylog Enterprise, however, hosted on the cloud, saving you the funds needed for your own infrastructure.

Graylog gets the job done when parsing logs from any data source, data visualization, or analysis. It is based on Elasticsearch and MongoDB. The Dashboard comprises widgets, each providing you with different information coming from different datatypes. You can see counts, charts, graphs, views, and more.

Thanks to Graylog's multiple deployment options, you can run and manage it on your own, or have it hosted, which gives you more flexibility and control. The UI is definitely much better looking. However, Graylog's websites are not definitely a designer's paradise.

Main Benefits of Graylog:

  • Even the free edition provides multiple functions
  • Ability to search for different criteria without having to filter out the data manually
  • Open-source option available

7. Solarwinds Papertrail

Papertrail dash

Coming from the SolarWinds toolshed, Papertrail allows you to collate text log files from multiple sources and visualize them in one place. Papertrail's dashboard organizes and visualizes application logs, text log data, and syslog.

Papertrail, while we ignore its web, customer support, and website issues, remains one of the most powerful tools to extract, parse, and query logs. It supports many languages and platforms such as Android, C#, .NET, Docker, Java, JavaScript, MySQL, Node, and many more. Papertrail also supports real-time log collection and visualization.

Papertrail stores logs in the .tsv format, which helps with the compression, and it can show duplicate or similar messages, download archives through API key, or retrieve multiple archives on one requirement.

Papertrail offers either a custom plan builder or multiple pre-set bundles, which depend on the archive period, data search availability, and the amount of data ingested each month. You can also pick Papertrail’s free subscription, however, this offers only one time 16GB of data package followed by a 50MB/month cap.

Main Benefits of Papertrail:

  • Configurable alerts
  • Custom Plan Builder

8. Splunk

Splunk dash

Splunk is a relatively new and modern log management and monitoring solution. You can also use it on mobile, and it provides support for augmented reality.

Apart from log management, Splunk provides you with searching, filtering, diagnosing, indexing, and reporting features. It also offers intuitive and user-friendly dashboards which can be divided into multiple relevant sections. Splunk uses distributed tracing, a method to monitor events, failures, or performance issues.

Splunk is fast when searching for short-time data. However, it stays behind when getting data from the broader period or when identifying trends. Splunk provides multiple additional features on the other hand. These include live logging, S3 backup, Heroku support, Github integration, JIRA integration, and more.

Main Benefits of Splunk:

  • Support for various features like S3 backup, live, logging, Heroku, Github, and more
  • Flexible GUI, support for a query language
  • Complex, suitable for an enterprise solution

9. Sumo Logic

Sumo Logic dash

Sumo Logic offers a complete set of log management tools for the entire stack, whether cloud, on-premises, or hybrid. Centralized data visualization allows you to spot developing trends and disarm any errors before they occur or during damage control, finding the root cause faster. Thanks to anomaly detection, outlier detection, and predictive analytics, you get deep and comprehensive insights into your architecture's performance. Sumo logic offers real-time visibility into AWS, Azure, and GCP cloud applications and infrastructure. Alongside that, you get access to over 150 apps and native integrations to get full out-of-the-box visibility into third-party technologies.

Sumo Logic provides you with two dashboards - a live dashboard and an interactive one. The live dashboard offers numerous real-time data in the order as they come. However, it doesn't provide an option to look back at the older data. That's where the interactive dashboard comes in. In the interactive dashboard, you can view a complete overview of events and trends, focus on the graphs and identify rare events. You can filter for the specific errors and exceptions to be able to focus on them in the future.

See more similar tools to Sumo Logic.

Main Benefits of Sumo Logic:

  • A free limited version is provided to you to test out the service
  • It allows you to ingest the logs from your network directly and in real-time
  • The application also offers extensive REST API
  • GUI is easy to grasp, thus making it quicker to start

10. Scalyr

Scalyr dash Scalyr is capable of providing fast data and searching capabilities. With its real-time functions, it works well even on large amounts of data. Scalyr is commonly preferred by users with limited knowledge and experience with search query language because it comes with built-in parsers and enables users to create various custom dashboards. Scalyr integrates well with several types data sources like Heroku, AWS, and Fluentd. It also offers integrations with alerting tools like Opsgenie.

Scalyr is designed for the Kubernetes environment, and it also provides built-in data for these types. It can send or get various log data directly from the server, supporting a vast number of APIs.

While Loggly has more features like proactive monitoring and better tracing with sharable GUI, Scalyr, on the other hand, provides a lighter solution for the problem. With its fast log searching and filtering, easier integration into the whole workflow, and relatively simple usage, it might just be your choice.

Main Benefits of Scalyr:

  • Logs from different servers can be managed from the single place
  • Excellent speed of queries and log search
  • Relatively simple usage
  • Lightweight and easily integrated

Conclusion

Getting Datadog might seem like a no-brainer, an established company with a firm position on the market. However, after digging in and doing some research you will find out many solutions that are either cheaper, better performing, or just better for your specific needs. If you need any help, check out our docs, or book a demo call with an engineer.

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