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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Datadog

    Score8.8 out of 10
    N/ADatadog is a monitoring service for IT, Dev and Ops teams who write and run applications at scale, and want to turn the massive amounts of data produced by their apps, tools and services into actionable insight.

    $18

    per month per host

    Grafana Cloud

    Score8.6 out of 10
    N/AGrafana Cloud is a fully managed Observability Platform designed to aggregate, visualize, and analyze telemetry data across distributed architectures. The platform provides a unified environment for Metrics, Logs, Traces, and Continuous Profiling, utilizing the LGTM (Loki, Grafana, Tempo, Mimir) and Pyroscope stack to provide high-cardinality analysis of system state.

    $0

    Rational BI

    Score7.7 out of 10
    Enterprise companies (1,001+ employees)
    Rational BI provides analytics, data science and business intelligence in an analytical platform that connects to databases, data files and cloud drives including AWS and Azure data sources, enabling users to explore and visualize data. Users can build real-time notebook-style reports directly in a web browser with JavaScript and SQL with direct and live connections to data. Filter and query data with an SQL database embedded in the client, without network…

    $0

    single user

    Pricing
    DatadogGrafana CloudRational BI
    Editions & Modules
    Log Management
    $1.27
    per month (billed annually) per host
    Infrastructure
    $15.00
    per month (billed annually) per host
    Standard
    $18
    per month per host
    Enterprise
    $27
    per month per host
    DevSecOps Pro
    $27
    per month per host
    APM
    $31.00
    per month (billed annually) per host
    DevSecOps Enterprise
    $41
    per month per host
    Grafana Cloud - Pro
    $8
    per month up to 1 active user
    Grafana Cloud - Free
    Free
    10k metrics + 50GB logs + 50GB traces up to 3 active users
    Grafana Cloud - Advanced
    Volume Discounts
    custom data usage custom active users
    Grafana - Enterprise Stack
    Custom Pricing
    Free
    $0
    single user
    Professional
    $129
    single user
    Enterprise
    Varies
    single user
    Offerings
    Pricing Offerings
    DatadogGrafana CloudRational BI
    Free Trial
    YesYesYes
    Free/Freemium Version
    YesYesYes
    Premium Consulting/Integration Services
    NoNoYes
    Entry-level Setup FeeOptionalNo setup feeOptional
    Additional DetailsDiscount available for annual pricing. Multi-Year/Volume discounts available (500+ hosts/mo).Additional cost per extra user (varies by edition)
    More Pricing Information
    Community Pulse
    DatadogGrafana CloudRational BI
    Considered Multiple Products
    Datadog
    Chose Datadog
    Datadog is a more complex but complete solution than any of the other Log Aggregation, monitoring, or general observabilty tools that we have trialed. I found it easier to setup following useful and up-to-date documentation provided directly by Datadog instead of scattered …
    Incentivized
    Chose Datadog
    First think first - it's easy to use, and very easy to implement in any infrastructure. It provides a custom dashboard and monitors. I’ve used or evaluated Grafana, Prometheus, Amazon CloudWatch, and Dynatrace, and each tool has strong capabilities. Prometheus + Grafana provide …
    Incentivized
    Chose Datadog
    All other tools dont have all the features which Datadog provides.
    Easy to use from UI where other may have complicated UI or no UI at all to create monitors. Consider like AWS Grafana, we have limitation to create monitors from UI. There is no recurring downtime for monitors. …
    Incentivized
    Chose Datadog
    we primarily use Kubernetes, and Prometheus is great for collecting time series metrics, especially in Kubernetes. and Grafana is used for dashboards. As these are open source, we host them and manage them internally. We choose Datadog because of its logs, traces, and …
    Incentivized
    Chose Datadog
    1. Grafana is good, but a lot of integration is required for it to work. .that not the case of Datadog
    2. Faster to set up Datadog instead of Grafana
    3. Alerting in Datadog feels much easier thanin Grafana.
    Incentivized
    Chose Datadog
    Dynatrace was cheaper but, in my opinion, its setup, features, and overall user experience do not come close to what Datadog can offer, making it more of a pain to use and not worth the cheaper cost over Datadog (especially if migrating away from Datadog to Dynatrace).

    Grafana/…
    Incentivized
    Chose Datadog
    Its the Enterprise level decision, definitely usability and features perspective Datadog is much more advanced.
    Incentivized
    Chose Datadog
    I use Datadog because it concentrates all these features into a single tool, facilitating the learning curve that my platform and development engineering team needs in order to be able to set up the monitors/alerts/SLIs/SLOs as well as to diagnose a production issue. Its easier …
    Incentivized
    Chose Datadog
    Kibana
    Datadog
    … because within our usecase we have all the events in Kibana but sampled traces in Datadog … but if we had all the traces it would have been much more useful
    Incentivized
    Chose Datadog
    Much more modern and advanced
    Incentivized
    Chose Datadog
    I selected Datadog because of its features and the wide range of integration support. As I already told it supports more that 600+ integrations which helps and organization to keep everything in a single place and also its AI feature which is reducing the time for root cause …
    Incentivized
    Chose Datadog
    Datadog is best for cloud-native and fast-setup. It is more mature for infrastructure and real-time observability. The UI is more user-friendly and provides wide coverage of app insights.
    Incentivized
    Chose Datadog
    ease of use and implementation, other than New Relic (which I think is terrible in every possible way), the other two support opentelemetry better, have more manageable costs and comparable basic services, but they do not have the breadt of services dd does.
    Incentivized
    Chose Datadog
    Better performance and visibility than what I was able to obtain out of AppDynamics

    Their OnCall offering is very fresh still, but is already almost at parity with Splunk On Call (VictorOps)
    Incentivized
    Chose Datadog
    It's a one-stop solution for all our needs whereas in other open-source tools, we have an operational overhead to keep and manage the uptime of these tools as well and also manage their versioning, upgrade, and patching cycle. Also if there are any bugs then we have to raise an …
    Incentivized
    Grafana Labs
    Chose Grafana Cloud
    Grafana has a direct plugin to Icinga monitoring solution and allowed for easy configuration for us. At the time of implementation, other services did not have such an integration. As we already had a very customized and heavily introduced monitoring solution in place, we …
    Incentivized
    Rational BI
    No answer on this topic
    Key User Insights
    Would buy again
    94%
    Would buy again
    50 Answers
    100%
    Would buy again
    7 Answers
    No answers on this topic
    Delivers good value for the price
    93%
    Delivers good value for the price
    41 Answers
    100%
    Delivers good value for the price
    7 Answers
    No answers on this topic
    Happy with the feature set
    98%
    Happy with the feature set
    52 Answers
    100%
    Happy with the feature set
    7 Answers
    No answers on this topic
    Lived up to sales and marketing promises
    97%
    Lived up to sales and marketing promises
    32 Answers
    100%
    Lived up to sales and marketing promises
    5 Answers
    No answers on this topic
    Implementation went as expected
    97%
    Implementation went as expected
    36 Answers
    100%
    Implementation went as expected
    7 Answers
    No answers on this topic
    Features
    DatadogGrafana CloudRational BI
    Monitoring Tasks
    Comparison of Monitoring Tasks features of Datadog and Grafana Cloud and Rational BI
    Feature
    Datadog
    7.9
    2 Ratings
    6% below category average
    Grafana Cloud
    -
    Ratings
    Rational BI
    -
    Ratings
    Remote monitoring8.22 Ratings00 Ratings00 Ratings
    Network device monitoring7.72 Ratings00 Ratings00 Ratings
    Multiple Server Monitoring7.72 Ratings00 Ratings00 Ratings
    Multi-device monitoring7.72 Ratings00 Ratings00 Ratings
    Automated alerts and notifications8.22 Ratings00 Ratings00 Ratings
    Management Tasks
    Comparison of Management Tasks features of Datadog and Grafana Cloud and Rational BI
    Feature
    Datadog
    6.1
    1 Ratings
    12% below category average
    Grafana Cloud
    -
    Ratings
    Rational BI
    -
    Ratings
    Patch Management7.31 Ratings00 Ratings00 Ratings
    Service configuration management6.41 Ratings00 Ratings00 Ratings
    Software and hardware inventory5.51 Ratings00 Ratings00 Ratings
    Policy-based automation5.51 Ratings00 Ratings00 Ratings
    Reporting
    Comparison of Reporting features of Datadog and Grafana Cloud and Rational BI
    Feature
    Datadog
    8.2
    2 Ratings
    3% above category average
    Grafana Cloud
    -
    Ratings
    Rational BI
    -
    Ratings
    Performance data reports8.22 Ratings00 Ratings00 Ratings
    Customizable reporting7.72 Ratings00 Ratings00 Ratings
    Data visualization8.62 Ratings00 Ratings00 Ratings
    Risk analysis8.22 Ratings00 Ratings00 Ratings
    Security
    Comparison of Security features of Datadog and Grafana Cloud and Rational BI
    Feature
    Datadog
    6.7
    1 Ratings
    9% below category average
    Grafana Cloud
    -
    Ratings
    Rational BI
    -
    Ratings
    Data backup and recovery6.41 Ratings00 Ratings00 Ratings
    Antivirus and malware management7.31 Ratings00 Ratings00 Ratings
    Administrator access control6.41 Ratings00 Ratings00 Ratings
    BI Standard Reporting
    Comparison of BI Standard Reporting features of Datadog and Grafana Cloud and Rational BI
    Feature
    Datadog
    -
    Ratings
    Grafana Cloud
    -
    Ratings
    Rational BI
    8.3
    4 Ratings
    3% above category average
    Pixel Perfect reports00 Ratings00 Ratings7.63 Ratings
    Customizable dashboards00 Ratings00 Ratings8.74 Ratings
    Report Formatting Templates00 Ratings00 Ratings8.54 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of Datadog and Grafana Cloud and Rational BI
    Feature
    Datadog
    -
    Ratings
    Grafana Cloud
    -
    Ratings
    Rational BI
    8.3
    4 Ratings
    6% above category average
    Drill-down analysis00 Ratings00 Ratings7.73 Ratings
    Formatting capabilities00 Ratings00 Ratings8.24 Ratings
    Integration with R or other statistical packages00 Ratings00 Ratings8.03 Ratings
    Report sharing and collaboration00 Ratings00 Ratings9.24 Ratings
    Report Output and Scheduling
    Comparison of Report Output and Scheduling features of Datadog and Grafana Cloud and Rational BI
    Feature
    Datadog
    -
    Ratings
    Grafana Cloud
    -
    Ratings
    Rational BI
    9.0
    4 Ratings
    10% above category average
    Publish to Web00 Ratings00 Ratings9.03 Ratings
    Publish to PDF00 Ratings00 Ratings9.04 Ratings
    Report Versioning00 Ratings00 Ratings8.63 Ratings
    Report Delivery Scheduling00 Ratings00 Ratings9.24 Ratings
    Delivery to Remote Servers00 Ratings00 Ratings9.33 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of Datadog and Grafana Cloud and Rational BI
    Feature
    Datadog
    -
    Ratings
    Grafana Cloud
    -
    Ratings
    Rational BI
    8.2
    4 Ratings
    6% above category average
    Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings00 Ratings8.24 Ratings
    Location Analytics / Geographic Visualization00 Ratings00 Ratings8.33 Ratings
    Predictive Analytics00 Ratings00 Ratings7.93 Ratings
    Best Alternatives
    DatadogGrafana CloudRational BI
    Small Businesses
    Amazon CloudWatch
    Score7.6 out of 10
    Amazon CloudWatch
    Score7.6 out of 10
    Chartio (discontinued)
    Score7.5 out of 10
    Medium-sized Companies
    LogicMonitor
    Score8.9 out of 10
    LogicMonitor
    Score8.9 out of 10
    Jet Reports
    Score9.5 out of 10
    Enterprises
    ManageEngine Site24x7
    Score10 out of 10
    ManageEngine Site24x7
    Score10 out of 10
    Kibana
    Score8.4 out of 10
    All AlternativesView all alternativesView all alternativesView all alternatives
    User Ratings
    DatadogGrafana CloudRational BI
    Likelihood to Recommend
    8.9
    (65 ratings)
    9.4
    (7 ratings)
    7.7
    (4 ratings)
    Likelihood to Renew
    4.3
    (2 ratings)
    -
    (0 ratings)
    -
    (0 ratings)
    Usability
    8.7
    (44 ratings)
    9.6
    (3 ratings)
    8.7
    (4 ratings)
    Support Rating
    5.0
    (7 ratings)
    -
    (0 ratings)
    7.7
    (4 ratings)
    Implementation Rating
    1.0
    (1 ratings)
    -
    (0 ratings)
    -
    (0 ratings)
    User Testimonials
    DatadogGrafana CloudRational BI
    Likelihood to Recommend
    Datadog
    Datadog may be better suited for teams that have a more out-of-the-box infrastructure, on the primary platforms Datadog supports. You may also have better results if you have a bigger team dedicated to devops and/or a bigger budget. We found that trying to adapt it to our use case (small team, .NET on AWS Fargate) wasn't feasible. We continually ran into roadblocks that required us to dig through documentation (and at times, having to figure out some documentation was wrong), go back and forth with support, and in my opinion, waste money on excessive and unintended usages due to opaque pricing models and inaccurate usage reports, as well as broken/non-functional rate sampling controls.
    Incentivized
    Read full review
    Grafana Labs
    Just about any organization with more than one server and more than one cluster as it scales very well. Configuration of the application takes time and finesse to fine tune to where the balance of load time and getting data quickly meets. The plugins add load time but fine tuning for the application to meet demand needs nailed down at implementation
    Incentivized
    Read full review
    Rational BI
    Definitely well suited for small companies, but again many of their competitors are also well suited in this segment. We were in general happy with the solution provided, but I'm not blown away by their solution or support. If you want to get more data-driven visual boards with data displayed in nice graphics is in my opinion a good start, and here Rational BI delivers what it should.
    Incentivized
    Read full review
    Pros
    Datadog
    • The thing which Datadog does really well, one of them are its broad range of services integrations and features which makes it one step observability solution for all. We can monitor all types of our application, infrastructure, hosts, databases etc with Datadog.
    • Its custom dashboard feature which helps us to visualize the data in a better way . It supports different types of charts through those charts we can create our dashboard more attractive.
    • Its AI powered alerting capability though that we can easily identify the root cause and also it has a low noise alerting capability which means it correlated the similar type of issues.
    Incentivized
    Read full review
    Grafana Labs
    • Alerting through many different medium as Slack, Email, Webhook etc
    • Beautiful and unlimited number of dashboards to view your metrics and tweak them as you please
    • Log aggregation and powerful Logql to filter and view your logs
    • Microservices monitoring
    • Large number of plugins and data sources to collect your metrics from almost anywhere
    Incentivized
    Read full review
    Rational BI
    • Arrange data.
    • Dashboard.
    • Automatic reports.
    Incentivized
    Read full review
    Cons
    Datadog
    • Alert windows cause lag in notifications (e.g. if the alert window is X errors in 1 hour, we won't get alerted until the end of the 1 hour range)
    • I would appreciate more supportive examples for how to filter and view metrics in the explorer
    • I would like a more clear interface for metrics that are missing in a time frame, rather than only showing tags/etc. for metrics that were collected within the currently viewed time frame
    Incentivized
    Read full review
    Grafana Labs
    • There are some settings which we can't configure from UI (Web Console).
    • We've open[ed] up configuration files in command line text editors and manually do the settings e.g. LDAP/SSO configuration.
    • In terms of visualization, it's best, but it doesn't support log analysis otherwise it could destroy business of all other visualization tools.
    Read full review
    Rational BI
    • Not seeing anything at this time, comprehensive product.
    Incentivized
    Read full review
    Likelihood to Renew
    Datadog
    Definitely will not revisit after our issues and, in my opinion, poor support.
    Incentivized
    Read full review
    Grafana Labs
    No answers on this topic
    Rational BI
    No answers on this topic
    Usability
    Datadog
    There are so many features that it can be hard to figure out where you need to go for your own use case. For example, RUM monitoring us buried in a "Digital Experience" sidebar setting when this is one of our key use cases that I sometimes struggle to find in the application. It appears that ECS + Fargate monitoring was recently released which is great because we had to build a lambda reporting solution for ephemeral task monitoring. But this new feature was never on my radar until I starting clicking around the application.
    Incentivized
    Read full review
    Grafana Labs
    It is infinitely flexible. If you can imagine it, Grafana can almost certainly do it. Usability may be in the eye of the beholder however, as there is time needed to curate the experience and get the dashboards customized to how it makes sense to you. I know one thing they are working on are more templates, based on data sources
    Incentivized
    Read full review
    Rational BI
    Overall Rational BI is a valuable enterprise reporting tool for any data driven organization. It offers great depth and breadth of features for reporting and analytics that can lead to better business outcomes. Its easy to use and highly configurable to evolve to changing reporting needs of organizations of any scale.
    Incentivized
    Read full review
    Support Rating
    Datadog
    The support team usually gets it right. We did have a rather complicate issue setting up monitoring on a domain controller. However, they are usually responsive and helpful over chat. The downside would be I don’t think they have any phone support. If that is important to you this might not be a good fit.
    Incentivized
    Read full review
    Grafana Labs
    No answers on this topic
    Rational BI
    I haven't used the support myself, but my colleagues have been satisfied with the support. As I have understood from my colleagues the support is as you could expect. Still, the documentation could be better and that could avoid the need to contact their support, but overall we're still happy with the support as well.
    Incentivized
    Read full review
    Implementation Rating
    Datadog
    Documentation was difficult to work through, rollout was catastrophic (completely outage)
    Incentivized
    Read full review
    Grafana Labs
    No answers on this topic
    Rational BI
    No answers on this topic
    Alternatives Considered
    Datadog
    Our logs are very important, and Datadog manages them exceptionally well. We frequently use Datadog services for our investigations. Use case: Monitor your apps, infrastructure, APIs, and user experience.


    Key features:


    Logs, metrics, and APM (Application Performance Monitoring)


    Real-time alerting and dashboards


    Supports Kubernetes, AWS, GCP, and other integrations


    RUM (Real User Monitoring) and Synthetics





    ✅ Best for backend, server, and distributed systems monitoring.
    Incentivized
    Read full review
    Grafana Labs
    Grafana blows Nagios out of the water when it comes to customization. The ability to feed almost any data source makes it very versatile and the cost is great.
    Incentivized
    Read full review
    Rational BI
    Rational BI allows a deeper data analysis with respect to the other software I experimented with. The velocity to perform the analysis is similar to the other one. The predictive analysis could be very useful, but at the moment I do not use it in my activities. Dashboards are nice and easy to understand.
    Incentivized
    Read full review
    Return on Investment
    Datadog
    • Saved us (time & money) from developing our own monitoring utilities that would pale in comparison
    • Alerts allow us to remedy issues before our customers even know about them
    • Tracking resource usage over time allows us to better plan for future needs, before it becomes a pain-point.
    Incentivized
    Read full review
    Grafana Labs
    • Grafana has replaced many higher priced tools
    • The integrations are seemless with multiple backends
    • Combining graphs and dashboards from multiple data sources is a game changer
    Incentivized
    Read full review
    Rational BI
    • Allows folks to work on other items as reporting is done in the background.
    • Scheduling and delivery of reports with one click.
    • Single pane of management.
    • Ease of use.
    Incentivized
    Read full review
    ScreenShots

    Datadog Screenshots

    Screenshot of the out-of-the-box and customizable monitoring dashboards.Screenshot of Datadog's collaboration features, where users can discuss issues in-context with production data, annotate changes and notify their teams, see who responded to that alert before, and discover what was done to fix it.Screenshot of where Datadog unifies traces, metrics, and logs—the three pillars of observability.Screenshot of some of Datadog's 400+ built-in integrations.Screenshot of Datadog's Service Map, which decomposes an application into all its component services and draws the observed dependencies between these services in real timeScreenshot of centralized log data, pulled from any source.

    Rational BI Screenshots

    Screenshot of Modern Business IntelligenceScreenshot of Drag-and-drop InsightsScreenshot of Accessible for everyone, power when you need itScreenshot of Beautiful analytics on every screen and deviceScreenshot of Scheduled reporting: Broadcast your findings to everyoneScreenshot of Connect all your data no matter where it lives