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DBMS > Graphite vs. InfluxDB vs. Prometheus

System Properties Comparison Graphite vs. InfluxDB vs. Prometheus

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Editorial information provided by DB-Engines
NameGraphite  Xexclude from comparisonInfluxDB  Xexclude from comparisonPrometheus  Xexclude from comparison
DescriptionData logging and graphing tool for time series data infoThe storage layer (fixed size database) is called WhisperDBMS for storing time series, events and metricsOpen-source TimeSeries DBMS and monitoring system
Primary database modelTime Series DBMSTime Series DBMSTime Series DBMS
Secondary database modelsSpatial DBMS infowith GEO package
DB-Engines Ranking infomeasures the popularity of database management systemsranking trend
Trend Chart
Score4.53
Rank#75  Overall
#4  Time Series DBMS
Score26.55
Rank#28  Overall
#1  Time Series DBMS
Score5.73
Rank#61  Overall
#3  Time Series DBMS
Websitegithub.com/­graphite-project/­graphite-webwww.influxdata.com/­products/­influxdb-overviewprometheus.io
Technical documentationgraphite.readthedocs.iodocs.influxdata.com/­influxdbprometheus.io/­docs
DeveloperChris Davis
Initial release200620132015
Current release2.0.2, November 2020
License infoCommercial or Open SourceOpen Source infoApache 2.0Open Source infoMIT-License; commercial enterprise version availableOpen Source infoApache 2.0
Cloud-based only infoOnly available as a cloud servicenonono
DBaaS offerings (sponsored links) infoDatabase as a Service

Providers of DBaaS offerings, please contact us to be listed.
Implementation languagePythonGoGo
Server operating systemsLinux
Unix
Linux
OS X infothrough Homebrew
Linux
Windows
Data schemeyesschema-freeyes
Typing infopredefined data types such as float or dateNumeric data onlyNumeric data and StringsNumeric data only
XML support infoSome form of processing data in XML format, e.g. support for XML data structures, and/or support for XPath, XQuery or XSLT.nonono infoImport of XML data possible
Secondary indexesnonono
SQL infoSupport of SQLnoSQL-like query languageno
APIs and other access methodsHTTP API
Sockets
HTTP API
JSON over UDP
RESTful HTTP/JSON API
Supported programming languagesJavaScript (Node.js)
Python
.Net
Clojure
Erlang
Go
Haskell
Java
JavaScript
JavaScript (Node.js)
Lisp
Perl
PHP
Python
R
Ruby
Rust
Scala
.Net
C++
Go
Haskell
Java
JavaScript (Node.js)
Python
Ruby
Server-side scripts infoStored proceduresnonono
Triggersnonono
Partitioning methods infoMethods for storing different data on different nodesnoneSharding infoin enterprise version onlySharding
Replication methods infoMethods for redundantly storing data on multiple nodesnoneselectable replication factor infoin enterprise version onlyyes infoby Federation
MapReduce infoOffers an API for user-defined Map/Reduce methodsnonono
Consistency concepts infoMethods to ensure consistency in a distributed systemnonenone
Foreign keys infoReferential integritynonono
Transaction concepts infoSupport to ensure data integrity after non-atomic manipulations of datanonono
Concurrency infoSupport for concurrent manipulation of datayes infolockingyesyes
Durability infoSupport for making data persistentyesyesyes
In-memory capabilities infoIs there an option to define some or all structures to be held in-memory only.yes infoDepending on used storage engineno
User concepts infoAccess controlnosimple rights management via user accountsno
More information provided by the system vendor
GraphiteInfluxDBPrometheus
Specific characteristicsInfluxData is the creator of InfluxDB , the open source time series database. It...
» more
Competitive advantagesTime to Value An end-to-end platform, InfluxData is ready to go on the cloud or via...
» more
Typical application scenariosIoT & Sensor Monitoring Instrumentation of every available surface in the material...
» more
Key customersInfluxData has over 630 paying customers, including IBM, PayPal, Siemens Tesla and...
» more
Market metricsFastest growing database to garnish 17,000 github stars Over 260,000 daily active...
» more
Licensing and pricing modelsOpen source core with closed source clustering available either on-premise or on...
» more
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and for displaying vendor-provided information such as key customers, competitive advantages and market metrics.

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More resources
GraphiteInfluxDBPrometheus
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