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Database & Data Management · head to head

Apache Druid vs Streak

Apache Druid logo

Apache Druid

Database & Data Management

Real-time analytics database for sub-second OLAP queries

From
Free
Rated
-
Full reviewWebsite
Streak logo

Streak

CRM & Sales

CRM superpowers for Gmail

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; Streak the free tier is email tools only, with pipelines, contact records and automation all requiring the Pro plan
  • They diverge on capability: Apache Druid covers Real-time Ingestion, Streak covers Pipeline management.

Where they differ

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

Attributes where Apache Druid and Streak differ
AttributeApache DruidStreak
Pricing modelopen-sourcesubscription
PlatformsDocker, Kubernetes, Native deployment (Java-based)Web
CategoryDatabase & Data ManagementCRM & Sales
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 Streak

  • Pipeline management
  • Email tracking
  • Automation
  • Document tracking
  • Live engagement metrics
  • Gmail
  • Outlook
  • Google Sheets

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

Streak

  • Managing sales pipelines directly inside Gmailnot Apache Druid
  • Tracking email opens and running mail merges from an inboxnot 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

Streak

  • The free tier is email tools only, with pipelines, contact records and automation all requiring the Pro plan
  • Free mail merge is capped at 50 a day
  • The entry paid plan is $49 per user per month, which is high for a CRM that lives inside Gmail
  • Integrations require a paid plan

Pricing, plan by plan

Apache Druid

Free

No published plan breakdown. See the Apache Druid review.

Streak

Free
  • FreeFree
    • Basic CRM
    • Pipeline management
  • Professional$10/month
    • Everything in Free
    • Email tracking
    • Automation
  • Business$50/month
    • Everything in Professional
    • Advanced features

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 Streak if

  • You need pipeline management.
  • You want to start without paying.
  • You also want email tracking.
Streak review

Questions people ask

Is Apache Druid or Streak better?
Neither clearly leads. Apache Druid starts at Free and Streak at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Apache Druid or Streak?
Apache Druid starts at Free and Streak at Free.
Does Apache Druid or Streak run on more platforms?
Apache Druid runs on Docker, Kubernetes, Native deployment (Java-based). Streak runs on Web.
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 Streak is typically brought in for.
What can Apache Druid do that Streak cannot?
Apache Druid covers Real-time Ingestion, Sub-second Queries, Column-oriented Storage, Streaming Integration. Streak covers Pipeline management, Email tracking, Automation, Document tracking.
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