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Database & Data Management · head to head

Apache Druid vs Zoom

Apache Druid logo

Apache Druid

Database & Data Management

Real-time analytics database for sub-second OLAP queries

From
Free
Rated
-
Full reviewWebsite
Zoom logo

Zoom

All industries

Video conferencing that's easy, reliable, and secure

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Apache Druid open-source offering lacks high-availability, distributed architecture, and enterprise security features; Zoom cost creep from add-ons increases pricing from $14/user to $25+/user when including Phone and advanced features
  • They diverge on capability: Apache Druid covers Real-time Ingestion, Zoom covers HD video & audio.

Where they differ

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

Attributes where Apache Druid and Zoom differ
AttributeApache DruidZoom
Pricing modelopen-sourcesubscription
PlatformsDocker, Kubernetes, Native deployment (Java-based)Web, iOS, Android, Windows, macOS
CategoryDatabase & Data ManagementAll industries
Founded19992011

Identical on both: starting price (Free), free tier (Yes), 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 Zoom

  • HD video & audio
  • Screen sharing
  • Recording & transcripts
  • Virtual backgrounds
  • Breakout rooms
  • Polling & Q&A
  • Chat
  • Whiteboard

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 Zoom
  • Applications requiring sub-second queries over high-cardinality datasets (billions to trillions of rows)not Zoom
  • Time-series and event analysis at massive scale with columnar storage efficiencynot Zoom

Zoom

  • Team meetingsnot Apache Druid
  • Webinarsnot Apache Druid
  • Virtual eventsnot Apache Druid
  • Online trainingnot Apache Druid
  • Telehealthnot 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

Zoom

  • Cost creep from add-ons increases pricing from $14/user to $25+/user when including Phone and advanced features
  • Feature set is overwhelming with complex navigation and too many options
  • Limited analytics and coaching features compared to dedicated contact center platforms
  • Call recording and admin oversight lack strict governance needed for regulated industries

Pricing, plan by plan

Apache Druid

Free

No published plan breakdown. See the Apache Druid review.

Zoom

Free
  • BasicFree
    • 100 participants
    • 40-minute group meetings
    • Unlimited 1-on-1 meetings
  • Pro$14.99/month
    • 100 participants
    • 30-hour group meetings
    • Cloud recording (5GB)
  • Business$19.99/month
    • 300 participants
    • Single sign-on
    • Recording transcripts
  • Enterprise$25/month
    • 500 participants
    • Advanced admin features
    • Executive business review

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 Zoom if

  • You need hd video & audio.
  • You want to start without paying.
  • You work on Web, iOS, Android, Windows, macOS.
  • You also want screen sharing.
Zoom review

Questions people ask

Is Apache Druid or Zoom better?
Neither clearly leads. Apache Druid starts at Free and Zoom at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Apache Druid or Zoom?
Apache Druid starts at Free and Zoom at Free.
Does Apache Druid or Zoom run on more platforms?
Apache Druid runs on Docker, Kubernetes, Native deployment (Java-based). Zoom runs on Web, iOS, Android, Windows, macOS.
Can I use Apache Druid for free?
Both have a free tier, so you can try either at no cost before committing.
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 Zoom is typically brought in for.
What can Apache Druid do that Zoom cannot?
Apache Druid covers Real-time Ingestion, Sub-second Queries, Column-oriented Storage, Streaming Integration. Zoom covers HD video & audio, Screen sharing, Recording & transcripts, Virtual backgrounds.

Answered from the vendors’ own pages

Zoom: What are Zoom's main pricing tiers?

Zoom offers a free Basic plan with 40-minute limits for group meetings, Pro at $14.16/user/month, Business at $15.58/user/month with 300 participant capacity, and Enterprise with custom pricing. Additional costs apply for Phone ($10.50/user/month), Webinars, and Rooms.

Source
Zoom: What integrations does Zoom support?

Zoom integrates with Salesforce, Slack, Microsoft 365, Google Workspace, HubSpot, Zendesk, and many other business applications, though integration depth varies by partner.

Source
Zoom: Can Zoom be used for webinars?

Yes, Zoom Webinars is available as a separate product starting at $66.67 per month, providing larger audience capabilities and specialized webinar features.

Source
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Related pages

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