Grafana vs Lumigo: What are the differences?
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1. **Purpose**: Grafana is primarily a tool used for visualizing time series data and various other types of data sources, while Lumigo is focused on monitoring and analyzing serverless applications running in the cloud.
2. **Integration**: Grafana supports integration with a wide range of data sources such as InfluxDB, Prometheus, Graphite, and more, whereas Lumigo offers seamless integration with AWS services like Lambda, API Gateway, and DynamoDB.
3. **Alerting**: While both Grafana and Lumigo offer alerting capabilities, Grafana provides more advanced alerting features with its built-in alerting engine and third-party plugin support, whereas Lumigo has a streamlined alerting system tailored specifically for serverless applications.
4. **Cost**: Grafana is an open-source tool with no licensing costs, and can be self-hosted on-premises or in the cloud, whereas Lumigo is a paid service with pricing based on the number of invocations and resources used within AWS.
5. **Logging and Tracing**: Lumigo offers detailed logging and distributed tracing capabilities for serverless applications, providing insights into function execution, cold starts, and performance bottlenecks, while Grafana focuses more on monitoring metrics and visualizing data.
In Summary, Grafana is a versatile data visualization tool, while Lumigo is specialized in monitoring and analyzing serverless applications in the cloud.