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  1. Stackups
  2. DevOps
  3. Monitoring
  4. Monitoring Tools
  5. Graphite vs Lumigo

Graphite vs Lumigo

OverviewDecisionsComparisonAlternatives

Overview

Graphite
Graphite
Stacks383
Followers419
Votes42
GitHub Stars6.0K
Forks1.3K
Lumigo
Lumigo
Stacks35
Followers35
Votes36

Graphite vs Lumigo: What are the differences?

What is Graphite? A highly scalable real-time graphing system. Graphite does two things: 1) Store numeric time-series data and 2) Render graphs of this data on demand.

What is Lumigo? Monitoring & Debugging for Modern Cloud Applications. With one-click distributed tracing, it lets developers effortlessly find & fix issues in serverless and microservices environments.

Graphite can be classified as a tool in the "Monitoring Tools" category, while Lumigo is grouped under "Cloud Monitoring".

Some of the features offered by Graphite are:

  • carbon - a Twisted daemon that listens for time-series data
  • whisper - a simple database library for storing time-series data (similar in design to RRD)
  • graphite webapp - A Django webapp that renders graphs on-demand using Cairo

On the other hand, Lumigo provides the following key features:

  • End-to-end transaction flow and issue detection
  • Rich debugging information
  • One-click distributed tracing

Graphite is an open source tool with 4.94K GitHub stars and 1.24K GitHub forks. Here's a link to Graphite's open source repository on GitHub.

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Advice on Graphite, Lumigo

Susmita
Susmita

Senior SRE at African Bank

Jul 28, 2020

Needs adviceonGrafanaGrafana

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

Detailed Comparison

Graphite
Graphite
Lumigo
Lumigo

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

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.

carbon - a Twisted daemon that listens for time-series data;whisper - a simple database library for storing time-series data (similar in design to RRD);graphite webapp - A Django webapp that renders graphs on-demand using Cairo
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
6.0K
GitHub Stars
-
GitHub Forks
1.3K
GitHub Forks
-
Stacks
383
Stacks
35
Followers
419
Followers
35
Votes
42
Votes
36
Pros & Cons
Pros
  • 16
    Render any graph
  • 9
    Great functions to apply on timeseries
  • 8
    Well supported integrations
  • 6
    Includes event tracking
  • 3
    Rolling aggregation makes storage managable
Pros
  • 9
    Saves hour debugging
  • 9
    Out-of-box alerts
  • 9
    Great customer support
  • 9
    Detecting and mitigating latencies
Integrations
Sensu
Sensu
Nagios
Nagios
Logstash
Logstash
Windows Server
Windows Server
Netdata
Netdata
Riemann
Riemann
Diamond
Diamond
Telegraf
Telegraf
collectd
collectd
Ganglia
Ganglia
Slack
Slack
GitHub
GitHub
PagerDuty
PagerDuty
Kubernetes
Kubernetes
OpsGenie
OpsGenie
Jira
Jira
Microsoft Teams
Microsoft Teams
VictorOps
VictorOps
GitLab
GitLab
OpenTelemetry
OpenTelemetry

What are some alternatives to Graphite, Lumigo?

Grafana

Grafana

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.

Kibana

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

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

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

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

Netdata

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

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

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

Sensu

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.

StatsD

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).

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