Software · head to head
Apache Druid vs Couchbase
Apache Druid
Software
Real-time analytics database for sub-second OLAP queries
- From
- Free
- Rated
- -
The short version
- Each has a real cost: Apache Druid open-source offering lacks high-availability, distributed architecture, and enterprise security features; Couchbase the free tier is a single node with 8 GB of storage and forum support only
- They diverge on capability: Apache Druid covers Real-time Ingestion, Couchbase covers JSON Document Model.
Where they differ
Only the attributes on which Apache Druid and Couchbase actually diverge.
| Attribute | Apache Druid | Couchbase |
|---|---|---|
| Pricing model | open-source | freemium |
| Platforms | Docker, Kubernetes, Native deployment (Java-based) | Linux, Windows, Mac, Docker, Web |
| Founded | 1999 | 2011 |
Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Unknown).
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
- Hadoop
Only in Couchbase
- JSON Document Model
- SQL++ Query
- Full-text Search
- Eventing
- Analytics
- Mobile Sync
- Multi-dimensional Scaling
- Kubernetes
Both cover
- Kafka
- Spark
- Linux support
- Docker support
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 Couchbase
- Applications requiring sub-second queries over high-cardinality datasets (billions to trillions of rows)not Couchbase
- Time-series and event analysis at massive scale with columnar storage efficiencynot Couchbase
Couchbase
- Running a distributed NoSQL document database as a managed servicenot Apache Druid
- Mobile sync and offline first applications backed by a cloud databasenot 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
Couchbase
- The free tier is a single node with 8 GB of storage and forum support only
- Node rates are hourly and quoted as starting figures, from $0.15 an hour on Basic to $0.49 on Enterprise
- The Developer Pro and Enterprise plans require 3 nodes, so the hourly rate multiplies before any usage
- Backup storage is billed separately at $0.07 per GB a month, and analytics backups at $0.14
- Support response time is a plan feature, at 8 hours on Developer Pro against 30 minutes on Enterprise
- AI and analytics run as separately priced planes at up to $0.86 an hour per node
Pricing, plan by plan
Apache Druid
FreeNo published plan breakdown. See the Apache Druid review.
Couchbase
Free- CommunityFree
- Full features
- Community support
- Self-managed
- Capella FreeFree
- Managed service
- Limited resources
- Cloud hosted
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.
Choose Couchbase if
- You need json document model.
- You want to start without paying.
- You work on Linux, Windows, Mac, Docker, Web.
- You also want sql++ query.
Questions people ask
- Is Apache Druid or Couchbase better?
- Neither clearly leads. Apache Druid starts at Free and Couchbase at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Apache Druid or Couchbase?
- Apache Druid starts at Free and Couchbase at Free.
- Does Apache Druid or Couchbase run on more platforms?
- Apache Druid runs on Docker, Kubernetes, Native deployment (Java-based). Couchbase runs on Linux, Windows, Mac, Docker, 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 Couchbase is typically brought in for.
- What can Apache Druid do that Couchbase cannot?
- Apache Druid covers Real-time Ingestion, Sub-second Queries, Column-oriented Storage, Streaming Integration. Couchbase covers JSON Document Model, SQL++ Query, Full-text Search, Eventing. Both handle Kafka, Spark, Linux support, Docker support.