Datadog Log Anomaly Detection | Datadog

Accelerate Incident Investigations with Log Anomaly Detection

Automatically alert on anomalous log patterns without any need for a complex query language or additional configuration.

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Why Datadog?

No Custom Query Language Required

Leverage unified tagging to filter and search anything easily — no training needed


Enterprise Scale & Reliability

Whatever your scale or use cases, take advantage of our SaaS platform that’s always prepared to handle more


750+ Vendor-Backed Integrations

Datadog offers wide coverage across any technology, with support and log processing templates provided by Datadog


Logging Without Limits™

Simple, but powerful techniques for prioritizing logs and staying in budget–without manual backups or dropping data


750+ Turn-Key Integrations, Including

Product Features

Automatically Detect Performance Anomalies

  • Automatically surface anomalies across all of your ingested logs by detecting when a status level sees a substatial increase relative to its historical baseline
  • Identify spikes and drops in critical health indicators with context-rich alerts that don't require any configuration or setup
  • Surface concerning patterns and outliers across high-volume log data before they impact your business
  • Spot faulty canary or blue/green deployments and prevent large-scale failures with automatic code version comparison

Efficiently Store & Analyze High Volume Logs

  • Store real-time application logs in Standard Tier and high-volume security, network, operational logs, and more in Flex Tier
  • Utilize Flex Logs to adjust your retention and querying capacity independently, fulfilling even more use cases than with standard retention
  • Maximize storage capacity and explore all log types seamlessly with the Log Explorer's tailored querying capabilities, enabling both simple and complex investigations
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Augment Troubleshooting Workflow with Contextual Insights

  • Accelerate issue remediation with out-of-the-box, tag-based insights that are surfaced at query time and become more sophisticated as your data set grows
  • Resolve issues faster by automatically identifying the exact components in your system that are associated with a disproportionate number of errors
  • Effortlessly uncover latency outliers, such as an exhausted database shard or a view path with degraded Core Web Vitals, in massive volumes of traces and user sessions

Minimize the Impact of UX Issues

  • Identify the exact users who are experiencing an error in order to quickly assess its scope
  • Easily prioritize your remediation efforts with automated insight into an issue's impact on frontend views and backend services
  • Use Impact Analysis data to establish best practices for incident response
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Enhance Observability with Watchdog by Your Side

  • Gain instant value from anywhere in the Datadog platform with no additional setup or configuration
  • Leverage Watchdog’s capabilities to set up customized anomaly, outlier, and forecast alerts for any type of telemetry
  • Access precise answers based on Watchdog's analysis of your entire environment, including data from 750+ integrations
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