Grafana Loki vs. InfluxDB

AWS integrations are easy, metrics are easily accesable Long term log insights need to be thought out and set up carefully

Incentivized

InfluxDB is a time series database and should be used in that intent. Each data ingestion streams should be properly configured to ensure optimal database performance. InfluxDB works very well but like any other databases requires maintenance and tuning. We have been using the TICK stack and are very happy with the results.

Incentivized

• Integration with AWS
• Notifications land where they should
• Broad integration options

Incentivized

• Time series data
• Very fast queries
• Many options to configure and tune database

Incentivized

• Offer log suggestions.
• Offer basic query syntax check.
• Offer data range controls.

Incentivized

• Small, but growing community - This database engine's community is much smaller than alternatives. This can make finding a DBA or support less easy, but not impossible.
• Documentation could be improved - The docs for getting started don't effectively lead first-time users to understand how the underlying systems are designed.
• Performance Analysis - There seems to be a lack of tools to give context to slow queries or other performance issues
• Out-of-the-box security - The out of the box security is designed to operate in an internal network and is limited.

Incentivized

InfluxDB is a near perfect product for time series database engines. The relatively small list of cons are heavily outweighed by it's ability to just work and be a very flexible and powerful database engine. The community and support provided by the corporation are the only areas I have little experience.

Incentivized

I think it is very developer minded and has a very high learning curve

Incentivized

We have worked with the InfluxDB support team a few times so far and it has been positive. Issues submitted are worked on promptly and we have good feedback.

Incentivized

Loki is an essential complement to Grafana and provides logging metrics for dashboards and other visual tools. Loki can handle the service logging, while other data source plugins can provide more specific quantifiable metrics to support the logging data. Different types of metrics make a robust data dashboard.

Incentivized

We have looked around to find different options we had when we first started to move to cloud. At that time, the options we had is Google Cloud BigTable and InfluxDB. But quickly we realized that InfluxDB is the database specialized in time series database and performs better than other options we have.

Incentivized

• Enable engineers to access logs quickly to distribute the workload.
• Provide a possible standard for log access between multiple services.
• Provide data metrics for customer use.

Incentivized

• Provided us a time series DB.
• With the SQL-like language, it is very easy to learn.
• Empowered us to keep track of our events.

Incentivized