10 Best Dynatrace Alternatives to Explore in 2024

Introduction

Dynatrace offers Log Monitoring as a part of their platform. It allows you to create custom log metrics for smarter and faster troubleshooting and understanding logs in context. Their Log Management solution offers Log data analysis and alerting.

Dynatrace allows you to analyze log events across different parts of production and over longer periods of time. Dynatrace leverages artificial intelligence to correlate log messages and problems your monitors register. All of the data is used for root-cause analysis. You can also define custom rules and log metrics to receive notifications if any anomalies or passed thresholds occur.

Dynatrace offers two products, Log monitoring v1 and Log monitoring v2 modes and they offer different approaches to log management, whereas the v2 is considered by Dynatrace as newer. V2 removes issues with logs with unrecognized timestamps and offers a generic log data ingestion engine. However, a lot of features are still missing in the v2, such as sensitive info masking, UI configuration files on a host, or on-demand access to log files on the monitored host.

Dynatrace also offers a quite unique pricing model based on the Davis data units, also known as DDUs. Basically, each log record (line, message, entry) deducts 0.0005DDU from your available quota - 1 million log records multiplied by a DDU weight of 0.0005 consume a total of 500 DDUs.

Pros:

• Automated root-cause analysis and problem detection with AI
• Monitors infrastructure, applications, and user experiences
• Integration with AWS, Azure, Google Cloud, Kubernetes, etc.
• Provides detailed real-time data and visualizations

Cons:

• Pricing
• Quite difficult to grasp and can easily get more overwhelming than helpful
• Unfriendly UI
• Some users report limited options for dashboard customization

Pricing:

Dynatrace’s pricing depends on individual features, for instance, full-stack monitoring starts at $0.8 per hour for 8 GiB host, while log management starts at $0.20 per GiB.

The Best Dynatrace Alternatives in 2023

Dynatrace offers a good solution for log management, but there is still room for improvement. Let's take a look at the list of alternatives offering more friendly prices, easier onboarding, better design, and more.

1. Better Stack

Better Stack is a complete log management solution from Better Stack, allowing you to collect, transport, analyze, monitor, store, and archive logs from all over your cloud architecture.

By offering integrations into stacks like Kubernetes, Heroku, Logstash, Rails, Docker, AWS, and more, you get a broad array of options for monitoring. Thanks to custom-built technology and data stored in ClickHouse, you can work with your logs more efficiently and save funds. All the collected data are sent to Grafana for comprehensive visualization and more efficient intel management.

Better Stack allows you to query your logs the same way you'd query your database with SQL-compatible structured log management. Better Stack allows you to search & filter petabytes of logs in a moment and set an anomaly detection alert to receive alerts when your logs become out of the ordinary.

One of the greatest benefits of Better Stack is built-in collaboration features, where you can cooperate with your colleagues in a Google Docs-like environment, save, share, and archive parts of code, and collaborate with your colleagues.

Tighter security is one of the main benefits of log monitoring, and Better Stack 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.

Explore the full Better Stack demos library

Pros:

• Combines log management with application performance monitoring (APM)
• Intuitive collaborative dashboard
• Enables instant search and analysis of logs with no cold storage
• Customizable team alerts
• Built-in tools for team collaboration
• Competitive pricing compared to other log management tools

Cons:

• May lack some advanced functionalities found in larger log management solutions.

Pricing:

Better Stack offers a free tier with 3 GB ingested logs/month retained for 3 days with 2B ingested metrics data points retained for 30 days. The next pricing tier is based on pay-as-you-go, meaning you only pay for features you use with more GB of logs and AI features.

2. Datadog

Datadog’s Log management allows you to gain complete visibility into cloud-scale infrastructure. It is capable of aggregating metrics and events from over 500 integrated technologies, tagging and storing them. Using Datadog’s Log Management, you can collect, search, and analyze logs, and then correlate them using specific traces, metric spikes, or security signals. Datadog also takes care of ingestion, normalization, and enrichment of logs.

Datadog’s Log management is also capable of identifying potential threats, discovering misconfiguration, and monitoring your logs using threshold and anomaly detection. On top of that, you can monitor the security of all layers of your cloud environment. Datadog tracks the performance impact of every code deployed and automatically maps data flows and dependencies with the service map.

Recommended reading: 10 Best Datadog Alternatives

Pros:

• Supports over 600 integrations with various services and platforms,
• Users can create tailored dashboards to meet specific monitoring needs
• Offers anomaly detection and intelligent alerting features to proactively address issues
• Well-documented APIs and an active community

Cons:

• Can be expensive
• A wide range of features can overwhelm new users, leading to a steeper learning curve
• Primarily a cloud-based service, with less support for on-premise environments

Pricing:

Datadog utilizes a pay-per-ingested-GB pricing model, starting at $0.10 per GB of ingested logs, or $1.70 per million log events each month with a retention period of 15 days. Additional charges may apply depending on the chosen retention duration and premium features such as live tailing and machine learning-driven insights.

3. Splunk

Splunk’s Log Observer is a log monitoring solution designed for DevOps. It allows you to integrate with the most popular data sources such as Kubernetes, Fluentd, or multiple AWS services. Splunk’s UI offers a point-and-click interface for rapid investigation of logs, which makes it easy to filter, sort, and explore data based on what you want to see at the moment. Log Observer also offers Live Tail features allowing you to observe and filter logs in real-time. Splunk is fast when searching for short-time data. However, it stays behind when getting data from a longer period of time, or when identifying trends.

Splunk’s log management is a part of the Observability Platform, a complete platform combining Splunk Infrastructure Monitoring, RUM, APM, and On-Call. Splunk is an enterprise-ready solution that reflects mostly on its price. Log observer is billed in two ways. Your bill can be calculated based on the amount of data indexed, or indexed. You can try Splunk Cloud or Enterprise in a free trial period.

Recommended reading: 10 Best Splunk Alternatives

Pros:

• Indexing large volumes of machine-generated data from various sources
• Robust tools for data analysis, including search, reporting, and visualization capabilities
• Tailored dashboards to visualize key metrics and insights
• A wide range of apps and add-ons available through the Splunkbase
• Strong capabilities for security information and event management (SIEM) to detect and respond to threats
• Designed to handle large-scale data environments efficiently

Cons:

• Initial installation and configuration can be complex and time-consuming
• Requires substantial resources to run optimally
• New users may find it challenging to navigate and fully utilize its advanced features

Pricing:

Splunk offers a pricing model based on data ingestion. To get the quote, you have to contact sales.

4. Dataset

After the acquisition of Scalyr, SentinelOne launched its own Log Management and Analysis solution - DataSet. It offers Real-Time Insights allowing you to search and analyze logs or livetail all data, and create contextual alerts based on anomaly detection. Dataset is a cloud-scale SaaS allowing you to scale as much as you need.

Dataset allows you to unify data from hybrid or multi-cloud deployments, which allows for comprehensive, cross-platform visibility. DataSet also allows you to monitor upstream Kubernetes and managed services such as Amazon EKS, Azure AKS, Google Cloud GKE, IBM IKS, Redhat OpenShift, and more.

Dataset also enables you to monitor performance, compliance, and security-related events in one platform. Dataset as of now does not offer regular subscription plans and to get it, you need to contact their sales team.

Pros:

• Easy to navigate
• Shared datasets and collaborative workspaces
• Compatible with various data sources and platforms, enabling seamless data ingestion
• Users can create tailored reports to meet specific business needs

Cons:

• May not have as many advanced analytical features as some competitors
• Some users report slow performance with large datasets
• Users have noted that documentation could be more comprehensive for troubleshooting

Pricing:

Dataset offers one pricing for its platform with unlimited features, starting at $0.99/GB per day paid annually.

5. LogicMonitor

LogicMonitor offers log intelligence at scale for hybrid and multi-cloud environments. Your data are centralized, correlated, and contextualized, with an emphasis on data hygiene and internal compliance. LogicMonitor allows you to centralize your monitoring, and correlate relevant logs with metrics in a single platform.

It supports more than 2000 integrations, modules, and pre-built templates for on-premises and cloud infrastructures. LogicMonitor is truly user-friendly since it offers query options for all experience levels. It also allows you to access raw data up to 12 months old. Metrics, logs, and log anomalies are all associated with their corresponding devices, cloud instances, and containers.

LogicMonitor manipulates your data with machine learning tools, which decreases troubleshooting times and allows better workflow by sparing your engineers unproductive tasks. Anomalies are automatically detected and contextualized for easier root-cause analysis. LogicMonitor offers Full IT operations lifecycle support via integrations like ServiceNow, CMDB, and Ansible.

One of the biggest disadvantages is the need to communicate your subscription with a sales team. You need to get a custom quote.

Pros:

• Provides extensive visibility across hybrid IT environments, including cloud, on-premises, and network resources
• Automatically detects and monitors new devices and applications, reducing setup time
• Tailored dashboards to visualize key metrics and performance indicators
• Advanced alerting features that help teams respond quickly to issues
• Known for responsive customer support and extensive documentation

Cons:

• Can be expensive for smaller organizations, especially as more devices are added
• Some users find it challenging to navigate the platform's extensive features initially
• Fewer native integrations compared to some larger competitors, although it supports common tools

Pricing:

LogicMonitor’s pricing depends on the features, with hybrid coverage starting at $22/month, and various add-ons such as container monitoring starting at $3/month.

6. Graylog

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 offers a log management solution based on Elasticsearch and MongoDB, allowing you to centralize and collect logs from your infrastructure, explore them, trace errors, detect threats, and analyze data in a comprehensible way. Graylog allows you to store older data on slow storage in case you need to re-import it for further analysis and create alerts based on log correlation. Graylog also offers advanced anomaly detection features with pre-built security scenarios, risk models, and alerting and correlation engine. All of the data can be visualized using Graylog’s Log View Widget, which helps you to find patterns and track performance-related trends.

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.

Recommended reading: 10 Best Graylog alternatives

Pros:

• The core Graylog platform is open-source, allowing for customization and flexibility
• Cloud version available
• Offers robust features for collecting, analyzing, and visualizing log data from various sources
• Designed to handle large volumes of log data, making it suitable for both small and large environments
• Real-time log analysis and alerts, enabling quick issue resolution
• Advanced search and filtering options
• An active community contributes to a wealth of resources and plugins

Cons:

• Initial installation and configuration can be complicated and may require technical expertise
• Some advanced features are only available in the enterprise version
• Requires adequate server resources to run effectively, especially in large deployments

Pricing:

Graylog offers three pricing plans, Graylog Enterprise which starts at $1250/month with 10GB/day, Graylog Security starting at $1550/month and 10GB/day, and lastly, Graylog API Security starting at $1550/month and 2 nodes.

7. Sematext

Sematext is a monitoring and logging service. It allows for centralized logging, so it provides you 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 with real-time alerting on both metrics and logs. Log analyzing and looking for anomalies are used to 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. On top of that, you can restrict specific permissions to some members of your team to increase the integrity and security of your service.

Recommended reading: 10 Best Sematext Alternatives

Pros:

• Combines log management, infrastructure monitoring, and application performance monitoring (APM) in one platform
• Offers real-time log collection, search, and analytics, enabling quick identification of issues
• Intuitive dashboard and navigation make it accessible for users of all skill levels
• Supports integration with various data sources and platforms, including cloud services and container environments
• Customizable alerts to keep teams informed about critical issues and performance metrics

Cons:

• Can lack some advanced functionalities found in larger, more established competitors.
• Users have reported occasional latency with data processing, particularly with high volumes of logs
• While it offers many integrations, some users find certain setups complex
• Some users have noted that documentation could be more comprehensive for troubleshooting and feature utilization

Pricing:

For log monitoring, Sematext offers three plans- Basic for $5/month with 7 days retention and 500 MB/day. The second plan Standard starts at $50/month with 7 days retention and 1GB daily volume, and a Pro plan starts at $60/month with 7 days retention and 1GB/day.

8. Mezmo

Mezmo parses major log line types on ingestion and offers Custom Parsing Templates. 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 set off 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. Mezmo also allows you to save views to access common Filters and Searches and Share them.

Mezmo 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 work with user-specific logs. Agentless log collection via Syslog and HTTP(s) with full-text search and visualizations are available.

Mezmo's pricing packages depend on the retention period in days and the number of users. For starters, you can get LogDNA for free for one user without any log retention and unlimited saved views.

Recommended reading: 10 Best Mezmo Alternatives

Pros:

• Provides real-time log ingestion, search, and analysis for quick troubleshooting
• Intuitive dashboard that makes it easy for users to navigate and manage logs
• Advanced search and filtering options allow users to quickly find specific log entries
• Easily integrates with various platforms, tools, and cloud services, including AWS, GCP, and Kubernetes
• Users can set up alerts for specific log events or anomalies, enabling proactive monitoring

Cons:

• Some advanced features are only available in higher-tier plans
• Some users report latency during high-traffic periods or heavy log ingestion.

Pricing:

For the basic features, Mezmo offers a free plan with 25 users, a 10 GB/month ingress limit, and a 10 GB/month egress limit. For advanced features, unlimited users, and SSO monitoring you need to contact sales.

9. Logz.io

Logz.io is based on open source tools. It 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.

Recommended reading: 10 Best Logz.io Alternatives

Pros:

• Built on the ELK Stack (Elasticsearch, Logstash, Kibana)
• Leverages machine learning for anomaly detection and predictive analytics
• Provides real-time log ingestion, search, and visualization for immediate issue resolution
• Designed to handle high volumes of log data efficiently, suitable for both small and large enterprises
• Intuitive dashboard and customizable views for easy access to key metrics and insights
• Supports integration with a variety of services and platforms, including cloud services and containerized environments.

Cons:

• Can be expensive, especially for organizations with significant log ingestion needs.
• Some users find it challenging to fully leverage all features, particularly those not familiar with the ELK Stack
• Certain functionalities, such as advanced analytics and extended retention, are available only in higher-tier plans
• Users have reported occasional performance issues during peak usage times.

Pricing:

Logz.io allows you to pick pricing based on your consumption for which you need to contact sales or go with a pre-determined subscription with limitations starting at $0.92/ingested GB a day with 7 days retention.

10. Chronosphere

Chronosphere recently incorporated Calyptia, a log management tool, based on the open-source tool Fluentd.

FlutentD is an open-source data collector unifying data collection and consumption enabling you to manage your logs in a more comprehensible and consistent way. Fluentd structures data as JSON as much as possible, allowing you to collect, filter, buffer, and output logs. It offers a flexible plugin system allowing its community to extend its use. Fluentd has a rich community developers community, which gave birth to more than 500 community-contributed plugins allowing you to connect dozens of data sources and data outputs.

Fluentd is written in a combination of C and Ruby, requires very little system resources (approximately 40MB of memory in the vanilla version), and offers an even more lightweight version - Fluent Bit. Nowadays, more than 2000 data-driven companies use Fluentd.

Pros:

• Fully compatible with Prometheus
• Advanced alerting capabilities
• Features to help optimize costs associated with data storage and querying
• Intuitive dashboards and visualizations for easy data access and analysis

Cons:

• Can be overkill for smaller teams or simpler applications that don't require extensive metrics
• New users might face challenges in fully leveraging all features, especially if they are not familiar with metric-based monitoring
• Primarily designed for cloud-native environments, which may not suit organizations relying heavily on on-premises systems

Pricing:

For pricing, you need to contact sales.

Tools summary:

Conclusion

This article brought you a closer look at Dynatrace and its log management solution. It discussed its strengths and weaknesses and then proposed a list of the best alternatives in 2023. By now, it is certain that having a good Log Management solution is a must, so the question is not when should you start, but which tool should you use.

Other useful resources, if you are considering Dynatrace alternatives:

• Dynatrace vs. Datadog comparison
• Datadog alternatives
• New Relic alternatives
• Splunk alternatives