Software · head to head
Apache Druid vs SingleStore
Apache Druid
Software
Real-time analytics database for sub-second OLAP queries
- From
- Free
- Rated
- -
SingleStore
Software
The real-time distributed SQL database for data-intensive applications
- 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; SingleStore high licensing costs that increase with data scale and cluster size
- They diverge on capability: Apache Druid covers Real-time Ingestion, SingleStore covers Real-time Analytics.
Where they differ
Only the attributes on which Apache Druid and SingleStore actually diverge.
| Attribute | Apache Druid | SingleStore |
|---|---|---|
| Pricing model | open-source | Unknown |
| Platforms | Docker, Kubernetes, Native deployment (Java-based) | Cloud (SingleStoreDB Cloud), Self-Managed |
| 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 SingleStore
- Real-time Analytics
- Fast Data Ingest
- In-memory Processing
- Distributed Architecture
- MySQL Compatible
- Columnar Storage
- Vector Search
- Tableau
Both cover
- Kafka
- Spark
- Linux support
- Docker support
- Kubernetes 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 SingleStore
- Applications requiring sub-second queries over high-cardinality datasets (billions to trillions of rows)not SingleStore
- Time-series and event analysis at massive scale with columnar storage efficiencynot SingleStore
SingleStore
- Transaction processingnot Apache Druid
- Data storagenot Apache Druid
- Application backendnot Apache Druid
- Reportingnot Apache Druid
- Data analyticsnot 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
SingleStore
- High licensing costs that increase with data scale and cluster size
- Eventual consistency in replication: secondary replicas may lag during high write loads
- Complex operational setup requiring specialized knowledge for optimization
- Vendor lock-in due to proprietary technology without open-source alternatives
- Disorganized documentation and lack of online training resources
Pricing, plan by plan
Apache Druid
FreeNo published plan breakdown. See the Apache Druid review.
SingleStore
Free- Free Tier$0.99/month
- Usage-based pricing
- Limited resources
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 SingleStore if
- You need real-time analytics.
- You want to start without paying.
- You work on Cloud (SingleStoreDB Cloud), Self-Managed.
- You also want fast data ingest.
Questions people ask
- Is Apache Druid or SingleStore better?
- Neither clearly leads. Apache Druid starts at Free and SingleStore at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Apache Druid or SingleStore?
- Apache Druid starts at Free and SingleStore at Free.
- Does Apache Druid or SingleStore run on more platforms?
- Apache Druid runs on Docker, Kubernetes, Native deployment (Java-based). SingleStore runs on Cloud (SingleStoreDB Cloud), Self-Managed.
- 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 SingleStore is typically brought in for.
- What can Apache Druid do that SingleStore cannot?
- Apache Druid covers Real-time Ingestion, Sub-second Queries, Column-oriented Storage, Streaming Integration. SingleStore covers Real-time Analytics, Fast Data Ingest, In-memory Processing, Distributed Architecture. Both handle Kafka, Spark, Linux support, Docker support.
Answered from the vendors’ own pages
SingleStore: Does SingleStore offer a free tier?
Yes, SingleStore offers a free tier starting from $0.99/month with usage-based pricing. The free tier allows developers to evaluate the platform with limited resources before scaling to production workloads.
SourceSingleStore: Can SingleStore handle both transactional and analytical workloads?
Yes, SingleStore is a hybrid transactional/analytical processing (HTAP) database that combines operational (OLTP) and analytical (OLAP) workloads in a single unified engine, eliminating the need for separate systems.
SourceSingleStore: Does SingleStore integrate with Apache Spark?
Yes, SingleStore provides the Spark Connector 3.0 for bidirectional data integration with Apache Spark. The connector supports SQL, Python, Scala, Java, and R for data loading and extraction.
SourceSingleStore: Can SingleStore ingest data from Kafka?
Yes, SingleStore supports high-throughput streaming ingestion from Apache Kafka and other sources, enabling millions of events per second without requiring ETL pipelines or data movement.
SourceSingleStore: Is SingleStore available as cloud or self-managed?
SingleStore offers both deployment options: SingleStoreDB Cloud (managed service) and SingleStore Self-Managed for on-premises or private cloud deployments. The managed service handles infrastructure, scaling, and maintenance automatically.
Source