We performed a comparison between Amazon OpenSearch Service and Grafana Loki based on real PeerSpot user reviews.
Find out what your peers are saying about Splunk, Wazuh, Datadog and others in Log Management."We retrieve historical data with just a click of a button to move it from cold to hot or warm because it's already stored in the backend storage"
"The most valuable feature is the capability to set up alerts, which becomes necessary when we need to receive notifications for specific events."
"The effectiveness of filters is pivotal for optimizing the search process and extracting the specific information we need from the extensive log data."
"The best feature of Grafana Loki is that it integrates well with our other tool."
"I appreciate the capability to process logs from microservices and seamlessly integrate them into Grafana."
"The most valuable feature of Grafana Loki is the dashboards which are really simple to create."
"The tool can be used in multi-cluster environments."
"We are using Grafana Loki as a database for real-time metrics."
"The most valuable feature of the solution is the tool's GUI. The solution's GUI is very user-friendly."
"It would be beneficial to have some level of customization available in the managed service, tailored to the specific use cases of the end users."
"The solution has shortcomings regarding security monitoring-oriented features that need improvement."
"In Grafana Loki, the creation of metrics is not so easy, making it an area that could be made easier."
"There is a need for some change in the alerting types of the product. In short, a few changes in the alert area are needed due to minor shortcomings."
"Enhancing speed could be a game-changer, and while it might vary depending on the application, it's a factor worth exploring."
"The correlation of requests is not simple in Grafana Loki and can be improved."
"The product must improve its UI."
"We had a well-structured dashboard with a functional query. However, an issue arose when the Kubernetes pod restarted. The statistics from our Grafana query would reset, dropping to zero and starting anew. This was particularly noticeable with linear graphs, which are expected to show consistent growth."
"Visualization-wise, Grafana Loki's dashboard looks a little outdated compared to other open-source visualization tools like Chronograf."
Amazon OpenSearch Service is ranked 46th in Log Management with 1 review while Grafana Loki is ranked 13th in Log Management with 12 reviews. Amazon OpenSearch Service is rated 7.0, while Grafana Loki is rated 8.0. The top reviewer of Amazon OpenSearch Service writes "A managed solution that provides login authentication but has high cost". On the other hand, the top reviewer of Grafana Loki writes "Effective for Logging, recovery from node failures is fast and single UI supports metrics, logs, and even tracing". Amazon OpenSearch Service is most compared with Datadog, Amazon CloudWatch, Zabbix and Security Onion, whereas Grafana Loki is most compared with Graylog, Wazuh, syslog-ng, Splunk Enterprise Security and Logsign Next-Gen SIEM.
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We monitor all Log Management reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.