DBMS > Elasticsearch vs. Heroic vs. InfluxDB vs. Percona Server for MongoDB vs. SingleStore

System Properties Comparison Elasticsearch vs. Heroic vs. InfluxDB vs. Percona Server for MongoDB vs. SingleStore

Editorial information provided by DB-Engines

Name

Description

A distributed, RESTful modern search and analytics engine based on Apache Lucene

Elasticsearch lets you perform and combine many types of searches such as structured, unstructured, geo, and metric

Time Series DBMS built at Spotify based on Cassandra or Google Cloud Bigtable, and ElasticSearch

DBMS for storing time series, events and metrics

A drop-in replacement for MongoDB Community Edition with enterprise-grade features.

MySQL wire-compliant distributed RDBMS that combines an in-memory row-oriented and a disc-based column-oriented storage

Primary database model

Secondary database models

Document store
Spatial DBMS

Document store

DB-Engines Ranking measures the popularity of database management systems
Trend Chart

Score	152.34
Rank	#8	Overall
	#1	Search engines

Score	0.39
Rank	#248	Overall
	#18	Time Series DBMS

Score	26.87
Rank	#27	Overall
	#1	Time Series DBMS

Score	0.70
Rank	#204	Overall
	#31	Document stores

Score	5.00
Rank	#71	Overall
	#40	Relational DBMS

Website

www.elastic.co/elasticsearch

spotify.github.io/heroic/#!/index

www.influxdata.com/products/influxdb-overview

www.percona.com/software/mongodb/percona-server-for-mongodb

www.singlestore.com

Technical documentation

www.elastic.co/guide/en/elasticsearch/reference/current/index.html

spotify.github.io/heroic/#!/docs/overview

docs.influxdata.com/influxdb

www.percona.com/doc/percona-server-for-mongodb/LATEST/index.html

docs.singlestore.com

Developer

Elastic

Spotify

Percona

SingleStore Inc.

Initial release

2010

2014

2013

2015

2013

Current release

7.8.0, June 2020

2.0.2, November 2020

3.4.10-2.10, November 2017

7.1.11, October 2020

License

Commercial or Open Source

Open Source

Apache Version 2; Elastic License

Open Source

Apache 2.0

Open Source

MIT-License; commercial enterprise version available

Open Source

GPL Version 2

commercial

free developer edition available

Cloud-based only

Only available as a cloud service

DBaaS offerings (sponsored links)

Database as a Service

Providers of DBaaS offerings, please contact us to be listed.

Elasticsearch Service on Elastic Cloud: Try out the official hosted Elasticsearch and Kibana offering available on Amazon Web Services, Google Cloud and Microsoft Azure that's powered by the creators of Elasticsearch.

SingleStore Managed Service: The world's fastest, most capable cloud database for operational analytics, machine learning, & AI. Available instantly with multi-cloud and hybrid-cloud capabilities.

Implementation language

Java

C++

Server operating systems

All OS with a Java VM

Linux
OS X

through Homebrew

Linux

64 bit version required

Data scheme

schema-free

Flexible type definitions. Once a type is defined, it is persistent

schema-free

yes

Typing

predefined data types such as float or date

yes

Numeric data and Strings

yes

XML support

Some form of processing data in XML format, e.g. support for XML data structures, and/or support for XPath, XQuery or XSLT.

Secondary indexes

yes

All search fields are automatically indexed

yes

via Elasticsearch

yes

SQL

Support of SQL

SQL-like query language

yes, but no triggers and foreign keys

APIs and other access methods

Java API
RESTful HTTP/JSON API

HQL (Heroic Query Language, a JSON-based language)
HTTP API

HTTP API
JSON over UDP

proprietary protocol using JSON

JDBC
ODBC

Supported programming languages

.Net
Groovy
Community Contributed Clients
Java
JavaScript
Perl
PHP
Python
Ruby

.Net
Clojure
Erlang
Go
Haskell
Java
JavaScript
JavaScript (Node.js)
Lisp
Perl
PHP
Python
R
Ruby
Rust
Scala

Actionscript
C
C#
C++
Clojure
ColdFusion
D
Dart
Delphi
Erlang
Go
Groovy
Haskell
Java
JavaScript
Lisp
Lua
MatLab
Perl
PHP
PowerShell
Prolog
Python
R
Ruby
Scala
Smalltalk

Bash
C
C#
Java
JavaScript (Node.js)
Python

Server-side scripts

Stored procedures

yes

JavaScript

yes

Triggers

yes

by using the 'percolation' feature

Partitioning methods

Methods for storing different data on different nodes

Sharding

in enterprise version only

Sharding

Replication methods

Methods for redundantly storing data on multiple nodes

yes

selectable replication factor

in enterprise version only

Source-replica replication

MapReduce

Offers an API for user-defined Map/Reduce methods

ES-Hadoop Connector

yes

Consistency concepts

Methods to ensure consistency in a distributed system

Eventual Consistency

Synchronous doc based replication. Get by ID may show delays up to 1 sec. Configurable write consistency: one, quorum, all

Eventual Consistency
Immediate Consistency

Immediate Consistency only within each node

Foreign keys

Referential integrity

Transaction concepts

Support to ensure data integrity after non-atomic manipulations of data

ACID

Only isolation level: READ COMMITED

Concurrency

Support for concurrent manipulation of data

yes

yes, multi-version concurrency control (MVCC)

Durability

Support for making data persistent

yes

In-memory capabilities

Is there an option to define some or all structures to be held in-memory only.

Memcached and Redis integration

yes

Depending on used storage engine

yes

via In-Memory Engine

yes

User concepts

Access control

simple rights management via user accounts

Access rights for users and roles

fine grained access rights according to SQL-standard

More information provided by the system vendor

Specific characteristics

Elasticsearch is an open source search and analytics engine. As the heart of the...
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InfluxData is the creator of InfluxDB , the open source time series database. It...
» more

Competitive advantages

Open source Real-time indexsearch, and analysis Horizontally scalable Distributed...
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Time to Value An end-to-end platform, InfluxData is ready to go on the cloud or via...
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Typical application scenarios

Enterprise search (search experiences for your workplace, apps, and websites), observability...
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IoT & Sensor Monitoring Instrumentation of every available surface in the material...
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Key customers

Thousands of organizations worldwide, including Cisco, eBay, Goldman Sachs, Microsoft,...
» more

InfluxData has over 630 paying customers, including IBM, PayPal, Siemens Tesla and...
» more

Market metrics

Public as of October 2018 Distributed workforce with 1900+ employees around the globe...
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Fastest growing database to garnish 17,000 github stars Over 260,000 daily active...
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Licensing and pricing models

The Elastic Stack (Elasticsearch, Kibana, Beats, and Logstash) is free and open source...
» more

Open source core with closed source clustering available either on-premise or on...
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News

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5 March 2021

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2 March 2021

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26 February 2021

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26 February 2021

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24 February 2021

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and for displaying vendor-provided information such as key customers, competitive advantages and market metrics.