Apache DruidvsSingleStore
Unbiased side-by-side comparison of verified reviews, user ratings, features, and pros/cons to help you decide which software fits your business needs.
Quick answer: Apache Druid vs SingleStore
In our 2026 comparison of Apache Druid and SingleStore, the products are too closely matched to name a clear overall winner. Apache Druid is rated 4.5/5 from 4 user reviews; SingleStore is rated 4.5/5 from 5 user reviews. Apache Druid has a free plan; SingleStore has a free plan.
Last updated
| At a glance | Apache Druid | SingleStore |
|---|---|---|
| Category | Database Management | Database Management |
| User rating | 4.5/5 (4 reviews) | 4.5/5 (5 reviews) |
| Starting price | Free plan | Free plan |
| Free trial | Not listed | Yes |
| Listed features | 15 | 15 |
| Platforms | Not specified | Web |
| Ease of use | 4.5/5 | 4.4/5 |
| Customer support | 5.0/5 | 4.8/5 |
Product Overview
What each platform does and who it's for
Primary Category
The main classification for each product
Editorial Quality Rating
Independent expert panel ratings and quality validations
Apache Druid
Expert Score
SingleStore
Expert Score
Platform Support
Supported platforms across each product
Apache Druid
Platform support not specified
No platform details listed for this software
SingleStore
Sentiment & Feedback
Real-world pros and cons from verified users
Apache Druid Feedback
User sentiment analysis
- The database is a real-time analytics database designed for high-performance slice-and-dice queries on massive data sets, often delivering sub-second response times even on trillions of records .
- It features a scalable, distributed architecture with separate services for ingestion, storage, and querying that can be independently scaled to handle high ingest rates of millions of records per second .
- The columnar storage format and compressed bitmap indexes enable fast filtering and aggregation by only loading the columns needed for a query, which greatly improves query performance .
- The system is self-healing, self-balancing, and easy to operate, with a cloud-native, fault-tolerant architecture that ensures data is stored in durable "deep storage" (like S3 or HDFS) and can be recovered even in the event of cluster failure .
- While Druid excels at streaming inserts, it does not support low-latency updates of existing records using a primary key; updates must be performed using background batch jobs .
- The database is optimized for queries that hit one large distributed table; it is not ideal for "big joins" between two large fact tables, which can be slow and inefficient .
- The platform is most effective for time-series or event-based data with a time component; its architecture and optimizations may not be a good fit for general-purpose transactional workloads or for use cases where query latency is not a critical concern .
SingleStore Feedback
User sentiment analysis
- It is a distributed, relational database that is specifically designed to handle both high-volume transactional (OLTP) and real-time analytical (OLAP) workloads in a single system .
- It aims to be the fastest distributed relational database in the market by utilizing advanced query compilation and a modern distributed architecture .
- It supports a hybrid architecture with both rowstore and columnstore tables, allowing you to optimize for different types of data and queries within the same database .
- It offers multiple self-managed deployment options and a comprehensive set of management tools and SQL reference .
- While powerful, the hybrid architecture can be complex to design and tune correctly for optimal performance on specific workloads.
- As a more specialized distributed database, it may be more complex to set up and manage compared to simpler, single-node relational databases.
- It is a proprietary commercial product, and its pricing can be a significant factor for organizations compared to open-source alternatives like PostgreSQL.
Feature Comparison
Detailed side-by-side capability checklist
Apache Druid
15/23 features
- Column-oriented
- Combines distributed SQL processing
- Database
- Database management
- Databases
- High concurrency
- Real-time streaming ingestion
- Rowstore and columnstore storage
- Streaming ingestion
- Sub-second queries
- Event streaming
- Real-time streaming
- Open-source
- Open-source development
- Security
- Parallel Processing
- JSON and vector capabilities
- Data Warehousing
- SQL Query Editor
- Visual query builder
- Clean code architecture
- Developer-friendly code
- Automated Backups
SingleStore
15/23 features
- Column-oriented
- Combines distributed SQL processing
- Database
- Database management
- Databases
- High concurrency
- Real-time streaming ingestion
- Rowstore and columnstore storage
- Streaming ingestion
- Sub-second queries
- Event streaming
- Real-time streaming
- Open-source
- Open-source development
- Security
- Parallel Processing
- JSON and vector capabilities
- Data Warehousing
- SQL Query Editor
- Visual query builder
- Clean code architecture
- Developer-friendly code
- Automated Backups
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Pricing & Plans
Compare plans, features, and starting points side-by-side
Apache Druid Pricing
FreeFree to use. No credit card required.
SingleStore Pricing
FREEMIUMFree to use. No credit card required.
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Community Intelligence
Real-time crowdsourced comparison feedback and buyer signals.
Community Matchup Voting
Real-time crowdsourced buyer signals
Community vs. Editorial Alignment
Agreement between algorithmic rating & user voting
Draw
Calculated by features, pricing, support & ratings.
Awaiting Votes
Cast your vote above to update results.
Which software did you choose?
Share your decision anonymously with the community
Promote to Apache Druid vs SingleStore Buyers
Capture high-intent Database Management evaluators
Head-to-Head Winner Analysis
Data-backed performance comparisons across pricing, features, usability, and support
Matchup Scoreboard
At-a-glance scorecard results
Weighted Overall Scorecard
Normalized composite performance scores
Smart Recommendation Matrix
Head-to-head decision matrix based on your business workflow
- Users wanting a streamlined, user-friendly workspace interface
- Power users requiring a broad range of out-of-the-box advanced features
- Organizations that place high importance on responsive customer support
- Users wanting a streamlined, user-friendly workspace interface
- Power users requiring a broad range of out-of-the-box advanced features
Apache Druid
Dimension scorecard
Multi-Dimension Performance
Winner Breakdown & Analysis
Tied for overall winner with a composite score of 88%.
Pricing: $0/mo (No Free Trial), a less accessible entry point than the leader.
Tied with a solid set of 15 features.
Strong usability with a user rating of 4.5/5 stars.
Reliable support with a user rating of 5.0/5 stars.
No data available for this product on this dimension yet.
SingleStore
Dimension scorecard
Multi-Dimension Performance
Winner Breakdown & Analysis
Tied for overall winner with a composite score of 88%.
SingleStore has the most accessible pricing ($0/mo (Free Trial)).
Tied with a solid set of 15 features.
Strong usability with a user rating of 4.4/5 stars.
Reliable support with a user rating of 4.8/5 stars.
Not enough data on the other product(s) to rank this dimension fairly.
⚖️ Virtually Tied
Apache Druid and SingleStore are virtually identical across all key dimensions. The right choice depends entirely on your team's specific workflow needs and integration requirements.
Composite Score Breakdown
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Frequently asked questions: Apache Druid vs SingleStore
Which is better: Apache Druid or SingleStore?
Apache Druid and SingleStore are virtually identical across all key dimensions. The right choice depends entirely on your team's specific workflow needs and integration requirements. Neither product has a decisive overall lead, so the best choice depends on your workflow, budget and required integrations.
How do users rate Apache Druid and SingleStore?
Apache Druid is rated 4.5/5 from 4 user reviews. SingleStore is rated 4.5/5 from 5 user reviews. Ratings come from approved user reviews on SoftwareHope.
How much do Apache Druid and SingleStore cost?
Apache Druid has a free plan. SingleStore has a free plan. Always confirm current pricing on the vendor's site, as plans change.
Do Apache Druid and SingleStore offer a free plan or free trial?
Apache Druid offers a free plan; SingleStore offers a free plan and a free trial.
Which platforms do Apache Druid and SingleStore support?
SingleStore supports Web; platform support is not specified for the others.
Which is easier to use, Apache Druid or SingleStore?
Apache Druid has an ease-of-use rating of 4.5/5, SingleStore has an ease-of-use rating of 4.4/5. The difference is small, so both are similarly easy to adopt.
Most Helpful Reviews
Community-voted helpful feedback from verified users
Apache Druid provides a straightforward, dependable solution that integrated smoothly into our operational stack. Uptime is consistent and user adoption across the team was immediate.
We have been using Apache Druid across our departments and appreciate the simplicity and stability of the system. It handles core workflows without unnecessary bloat.
The platform has streamlined our daily operations, providing reliable tools and responsive support. Configuration was quick and the feature set aligns well with our requirements.
A well-built tool that delivers consistent value. The interface is clean, performance is snappy, and our operational workflows run smoothly.
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