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Database & Data Management · head to head

Apache Druid vs Firebase Realtime Database

Apache Druid logo

Apache Druid

Database & Data Management

Real-time analytics database for sub-second OLAP queries

From
Free
Rated
-
Full reviewWebsite
Firebase Realtime Database logo

Firebase Realtime Database

Database & Data Management

Store and sync data in real-time across all clients

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; Firebase Realtime Database the no-cost Spark plan caps storage at 1 GB, downloads at 10 GB per month and simultaneous connections at 100
  • They diverge on capability: Apache Druid covers Real-time Ingestion, Firebase Realtime Database covers Real-time Sync.

Where they differ

Only the attributes on which Apache Druid and Firebase Realtime Database actually diverge.

Attributes where Apache Druid and Firebase Realtime Database differ
AttributeApache DruidFirebase Realtime Database
Pricing modelopen-sourcefreemium
PlatformsDocker, Kubernetes, Native deployment (Java-based)Web, Ios, Android
Founded19992011

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Database & Data Management).

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 Firebase Realtime Database

  • Real-time Sync
  • Offline Support
  • JSON Storage
  • Security Rules
  • Data Validation
  • Multi-platform SDKs
  • Scalable
  • Firebase Auth

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

Firebase Realtime Database

  • Syncing JSON application state between clients in real timenot Apache Druid
  • Backing mobile and web apps with offline capable data storagenot Apache Druid
  • Prototyping realtime features such as presence and chatnot 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

Firebase Realtime Database

  • The no-cost Spark plan caps storage at 1 GB, downloads at 10 GB per month and simultaneous connections at 100
  • The Spark plan does not support multiple databases in a project
  • Even on the paid Blaze plan simultaneous connections are capped at 200,000 per database
  • Billing is by data transferred out at $1 per GB plus $5 per GB stored, so chatty clients cost more than the data volume suggests

Pricing, plan by plan

Apache Druid

Free

No published plan breakdown. See the Apache Druid review.

Firebase Realtime Database

Free
  • SparkFree
    • 1GB storage
    • 10GB/month download
    • 100 simultaneous connections
  • BlazeFree
    • Pay as you go
    • Unlimited storage
    • Unlimited connections

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 Firebase Realtime Database if

  • You need real-time sync.
  • You want to start without paying.
  • You work on Web, Ios, Android.
  • You also want offline support.
Firebase Realtime Database review

Questions people ask

Is Apache Druid or Firebase Realtime Database better?
Neither clearly leads. Apache Druid starts at Free and Firebase Realtime Database at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Apache Druid or Firebase Realtime Database?
Apache Druid starts at Free and Firebase Realtime Database at Free.
Does Apache Druid or Firebase Realtime Database run on more platforms?
Apache Druid runs on Docker, Kubernetes, Native deployment (Java-based). Firebase Realtime Database runs on Web, Ios, Android.
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 Firebase Realtime Database is typically brought in for.
What can Apache Druid do that Firebase Realtime Database cannot?
Apache Druid covers Real-time Ingestion, Sub-second Queries, Column-oriented Storage, Streaming Integration. Firebase Realtime Database covers Real-time Sync, Offline Support, JSON Storage, Security Rules.
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