Softwr

Database & Data Management · head to head

Apache Druid vs Groove

Apache Druid logo

Apache Druid

Database & Data Management

Real-time analytics database for sub-second OLAP queries

From
Free
Rated
-
Full reviewWebsite
Groove logo

Groove

Customer Support

Simple, powerful support for growing businesses

From
$12/month
Rated
-
Full reviewWebsite

The short version

  • Only Apache Druid has a free tier, so it costs nothing to try first.
  • Each has a real cost: Apache Druid open-source offering lacks high-availability, distributed architecture, and enterprise security features; Groove billed per ticket at $1 rather than per agent, so support cost scales with how many customers get in touch
  • They diverge on capability: Apache Druid covers Real-time Ingestion, Groove covers Shared inbox.

Where they differ

Only the attributes on which Apache Druid and Groove actually diverge.

Attributes where Apache Druid and Groove differ
AttributeApache DruidGroove
Starting priceFree$12/month
Pricing modelopen-sourcesubscription
Free tierYesNo
PlatformsDocker, Kubernetes, Native deployment (Java-based)Web, Ios, Android
CategoryDatabase & Data ManagementCustomer Support
Founded19992011

Identical on both: user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Apache Druid

  • Real-time Ingestion
  • Sub-second Queries
  • Column-oriented Storage
  • Streaming Integration
  • Approximate Algorithms
  • Flexible Schemas
  • Time-based Partitioning
  • Kafka

Only in Groove

  • Shared inbox
  • Knowledge base
  • Live chat
  • Automation rules
  • Reporting
  • Collision detection
  • Slack
  • Salesforce

What people use each for

The jobs each tool is most often brought in to do.

Apache Druid

  • Real-time analytics platforms ingesting millions of events per second from streaming sourcesnot Groove
  • Applications requiring sub-second queries over high-cardinality datasets (billions to trillions of rows)not Groove
  • Time-series and event analysis at massive scale with columnar storage efficiencynot Groove

Groove

  • Shared inbox and help desk ticketing for small support teamsnot Apache Druid
  • Handling email, chat and messaging support in one queuenot Apache Druid

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Apache Druid

  • Open-source offering lacks high-availability, distributed architecture, and enterprise security features
  • Requires native integration with Apache Kafka or Amazon Kinesis for real-time ingestion; custom integrations need development
  • High-concurrency query support (hundreds of thousands QPS) requires significant cluster infrastructure investment

Groove

  • Billed per ticket at $1 rather than per agent, so support cost scales with how many customers get in touch
  • A minimum of 250 tickets a month applies, which is a $3,000 annual commitment before any usage
  • A quiet month still pays the 250 ticket floor
  • No mailbox limit is published

Pricing, plan by plan

Apache Druid

Free

No published plan breakdown. See the Apache Druid review.

Groove

$12/month
  • Standard$12/month
    • 1 mailbox
    • Knowledge base
    • Live chat
  • Plus$20/month
    • 5 mailboxes
    • Full reporting
    • Rules
  • Pro$35/month
    • 25 mailboxes
    • Salesforce
    • Enterprise SSO

Which should you pick?

Choose Apache Druid if

  • You need real-time ingestion.
  • You want to start without paying.
  • You work on Docker, Kubernetes, Native deployment (Java-based).
  • You also want sub-second queries.
Apache Druid review

Choose Groove if

  • You need shared inbox.
  • You work on Web, Ios, Android.
  • You also want knowledge base.
Groove review

Questions people ask

Is Apache Druid or Groove better?
Neither clearly leads. Apache Druid starts at Free and Groove at $12/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Apache Druid or Groove?
Apache Druid has a free tier; the other does not. Paid plans start at Free for Apache Druid and $12/month for Groove.
Does Apache Druid or Groove run on more platforms?
Apache Druid runs on Docker, Kubernetes, Native deployment (Java-based). Groove runs on Web, Ios, Android.
Can I use Apache Druid for free?
Yes. Apache Druid has a free tier, so you can try it without paying. Groove starts at $12/month.
What is Apache Druid best used for?
Apache Druid is most often used for real-time analytics platforms ingesting millions of events per second from streaming sources, applications requiring sub-second queries over high-cardinality datasets (billions to trillions of rows), time-series and event analysis at massive scale with columnar storage efficiency. Of those, real-time analytics platforms ingesting millions of events per second from streaming sources and applications requiring sub-second queries over high-cardinality datasets (billions to trillions of rows) are not what Groove is typically brought in for.
What can Apache Druid do that Groove cannot?
Apache Druid covers Real-time Ingestion, Sub-second Queries, Column-oriented Storage, Streaming Integration. Groove covers Shared inbox, Knowledge base, Live chat, Automation rules.
ShareXLinkedInRedditWhatsAppEmail

Related pages

More on Apache Druid

More on Groove

Keep looking

Other head to heads