Grafana vs Lumigo

Overview

Grafana

Stacks18.4K

Followers14.6K

Votes415

GitHub Stars70.7K

Forks13.1K

Lumigo

Stacks35

Followers35

Votes36

Grafana vs Lumigo: What are the differences?

<Write Introduction here>

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.

Share your Stack

Help developers discover the tools you use. Get visibility for your team's tech choices and contribute to the community's knowledge.

View Docs

CLI (Node.js)

Manual

Advice on Grafana, Lumigo

StackShare

Jun 25, 2019

Needs advice

From a StackShare Community member: “We need better analytics & insights into our Elasticsearch cluster. Grafana, which ships with advanced support for Elasticsearch, looks great but isn’t officially supported/endorsed by Elastic. Kibana, on the other hand, is made and supported by Elastic. I’m wondering what people suggest in this situation."

663k views663k

Comments

Susmita

Senior SRE at African Bank

Jul 28, 2020

Needs adviceon

Grafana

Looking for a tool which can be used for mainly dashboard purposes, but here are the main requirements:

Must be able to get custom data from AS400,
Able to display automation test results,
System monitoring / Nginx API,
Able to get data from 3rd parties DB.

Grafana is almost solving all the problems, except AS400 and no database to get automation test results.

869k views869k

Comments

Mat

Head of Cloud at Mats Cloud

Oct 30, 2019

Needs advice

We're looking for a Monitoring and Logging tool. It has to support AWS (mostly 100% serverless, Lambdas, SNS, SQS, API GW, CloudFront, Autora, etc.), as well as Azure and GCP (for now mostly used as pure IaaS, with a lot of cognitive services, and mostly managed DB). Hopefully, something not as expensive as Datadog or New relic, as our SRE team could support the tool inhouse. At the moment, we primarily use CloudWatch for AWS and Pandora for most on-prem.

794k views794k

Comments

Detailed Comparison

Grafana	Lumigo
Grafana is a general purpose dashboard and graph composer. It's focused on providing rich ways to visualize time series metrics, mainly though graphs but supports other ways to visualize data through a pluggable panel architecture. It currently has rich support for for Graphite, InfluxDB and OpenTSDB. But supports other data sources via plugins.	Lumigo is an observability platform built for developers, unifying distributed tracing with payload data, log management, and real-time metrics to help you deeply understand and troubleshoot your systems.
Create, edit, save & search dashboards;Change column spans and row heights;Drag and drop panels to rearrange;Use InfluxDB or Elasticsearch as dashboard storage;Import & export dashboard (json file);Import dashboard from Graphite;Templating	End-to-end transaction flow and issue detection; Rich debugging information; One-click distributed tracing; Latency timeline; Smart alerts; Anomaly detection; Clear architecture view;
Statistics
GitHub Stars 70.7K	GitHub Stars -
GitHub Forks 13.1K	GitHub Forks -
Stacks 18.4K	Stacks 35
Followers 14.6K	Followers 35
Votes 415	Votes 36
Pros & Cons
Pros 89 Beautiful 68 Graphs are interactive 57 Free 56 Easy 34 Nicer than the Graphite web interface Cons 1 No interactive query builder	Pros 9 Great customer support 9 Saves hour debugging 9 Out-of-box alerts 9 Detecting and mitigating latencies
Integrations
Graphite InfluxDB	Slack GitHub PagerDuty Kubernetes OpsGenie Jira Microsoft Teams VictorOps GitLab OpenTelemetry

What are some alternatives to Grafana, Lumigo?

Kibana

Kibana is an open source (Apache Licensed), browser based analytics and search dashboard for Elasticsearch. Kibana is a snap to setup and start using. Kibana strives to be easy to get started with, while also being flexible and powerful, just like Elasticsearch.

Prometheus

Prometheus is a systems and service monitoring system. It collects metrics from configured targets at given intervals, evaluates rule expressions, displays the results, and can trigger alerts if some condition is observed to be true.

Amazon CloudWatch

It helps you gain system-wide visibility into resource utilization, application performance, and operational health. It retrieve your monitoring data, view graphs to help take automated action based on the state of your cloud environment.

Nagios

Nagios is a host/service/network monitoring program written in C and released under the GNU General Public License.

Netdata

Netdata collects metrics per second & presents them in low-latency dashboards. It's designed to run on all of your physical & virtual servers, cloud deployments, Kubernetes clusters & edge/IoT devices, to monitor systems, containers & apps

Stackdriver

Google Stackdriver provides powerful monitoring, logging, and diagnostics. It equips you with insight into the health, performance, and availability of cloud-powered applications, enabling you to find and fix issues faster.

Zabbix

Zabbix is a mature and effortless enterprise-class open source monitoring solution for network monitoring and application monitoring of millions of metrics.

Sensu

Sensu is the future-proof solution for multi-cloud monitoring at scale. The Sensu monitoring event pipeline empowers businesses to automate their monitoring workflows and gain deep visibility into their multi-cloud environments.

Graphite

Graphite does two things: 1) Store numeric time-series data and 2) Render graphs of this data on demand

StatsD

It is a network daemon that runs on the Node.js platform and listens for statistics, like counters and timers, sent over UDP or TCP and sends aggregates to one or more pluggable backend services (e.g., Graphite).

Related Comparisons

Grafana vs Lumigo: What are the differences?

<Write Introduction here>

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.

Grafana vs Lumigo

Overview