Log Patterns

Speed Up Troubleshooting with the Power of AI

Log Patterns uses advanced clustering techniques to automatically analyze millions of log messages and identify in real-time recurring patterns in the data to help engineers streamline investigation and troubleshooting.

Sift through millions of log messages in just a few clicks to find the root cause more quickly.

Stop wasting time on complicated queries. Use machine learning to turn troubleshooting into a more efficient process.

Identify noisy and irrelevant logs and remove them from your logging pipelines to reduce costs.

Reduce the Operational Noise Created by Log Data

Simplify troubleshooting

Include or exclude patterns in your investigation using Kibana filters. View highlighted fields to identify variables


Log patterns are identified and displayed automatically and in real-time. No query or additional action is required.

Scale to infinity

Ship as much data as you like. Log Patterns displays results regardless of the amount of log data being analyzed.


View the log patterns in a new view on the Discover page within Kibana, side-by-side with the regular logs view.

Always improving

Log Patterns is built on a self-learning engine, continuously perfecting existing patterns and adding new ones.

“We used Log Patterns to locate two log messages which were accounting for upwards of 30% of our logs for two different services, totaling millions of messages per week. We removed the messages at the source, which reduced our volume significantly, leading in turn to both support and cost efficiencies.”

Pizza Hut Digital Ventures

Log Patterns is now available for all users!

2022 Gartner® Magic Quadrant for Application Performance Monitoring and Observability
Forrester Observability Snapshot.