Grafana Loki vs. IBM Log Analysis with LogDNA

In our application there are many points from where logs are coming so in order to go to each and every application and check logs its very overhead so we are using Grafana Loki for the logs gathering and monitoring.

Incentivized

IBM Log Analysis with LogDNA is well suited if you are using other IBM cloud product ecosystems. It's very mature and supports HIPAA-compliant configurations if you need to store PI/PHI data. We particularly use it for audit requirements but understand the limitation with the retention period is for 30 days only. Also you need to configure if your IBM cloud service doesn't have any log collection or report tool. Log collection agents are widely supported for most of infrastructure in cloud.

Incentivized

• Access to many open-source dashboards, access to add many data-sources to gather and visualize data from.
• Grafana Loki does well gathering of logs from various data-sources, we can also filter the logs based on our needs.
• One stop solution for all the logs and monitoring.

Incentivized

• Easier integration with other IBM cloud resources
• Flexible access control setup using RBAC
• Supports other infrastructure as well, like Kubernetes and VMs

Incentivized

• We can modify the logs directly from UI of Grafana Loki
• Better and simplified options for logs filtering
• Easy usability with SMTP configuration and other system level configuration

Incentivized

• Ability to create KPI charts and metrics dashboards out of the box

Incentivized

First and foremost if Grafana Loki is based on CNCF open source projects so organizations can get freedom to choice to configure it at your own other main thing is Grafana Loki is totally free of cost and we can deploy it on our infrastructure. On compared with other managed services like Datadog, New Relic it is very expensive and we also don't have much control on the tools we use.

Incentivized

If you use other IBM product ecosystems, IBM Log Analysis with LogDNA is the obvious choice, as it supports seamless integration and better access control with IBM cloud access group setups. IBM Log Analysis with LogDNA was flexible and has wide support for various infrastructure implementations and is also controlled by the same IAM access setup. It can be configured for any IBM cloud services or platform logs or for infrastructure by installing the agent.

Incentivized

• Only indexes the metadata
• Have to manage it by ourselves compare to other available managed monitoring and log observability solutions
• Dedicated person or team of SRE to manage the monitoring and observability solutions

Incentivized

• Most of IBM cloud services support easier integration for log analysis.
• We are able to achieve compliance with various audit log reports, which improves governance and control over various cloud resources we have.
• Also IBM Log Analysis with LogDNA helps in troubleshooting and analysis for application logs in real time. This helps with improved issue resolution timings.

Incentivized