Cassandra vs Apache Druid: Which Should You Choose in 2026?
Choosing between Cassandra and Apache Druid comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
Cassandra
Distributed NoSQL database for massive scale
Best for you if:
- • You want the higher-rated option (8.2/10 vs 7.8/10)
- • You need database builders features specifically
- • Apache Cassandra is a distributed NoSQL database designed for massive scalability
- • It handles petabytes of data across multiple data centers with no single point of failure
Apache Druid
Real-time analytics database for high-speed queries
Best for you if:
- • You need web analytics features specifically
- • Apache Druid is a real-time analytics database designed for sub-second OLAP queries on streaming data
- • It ingests data in real-time and enables instant slice-and-dice analysis of billions of rows
| At a Glance |  Cassandra |  Apache Druid |
|---|---|---|
Price | Free | Free |
Best For | Database Builders | Web Analytics |
Rating | 82/100 | 78/100 |
| Feature | Cassandra | Apache Druid |
|---|---|---|
| Pricing Model | Free | Free |
| Editorial Score | 82 | 78 |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | Database BuildersManaged Databases | Web AnalyticsData Warehouses |
Understanding the Differences
Both Cassandra and Apache Druid solve similar problems, but they approach them differently.Cassandra positions itself as "distributed nosql database for massive scale" while Apache Druidfocuses on "real-time analytics database for high-speed queries". These differences matter depending on what you're trying to accomplish.
When to Choose Cassandra
Cassandra makes sense if you're looking for a completely free solution. With a score of 82/100, it's our top pick in this comparison.
When to Choose Apache Druid
Apache Druid is worth considering if you need a free tool.
Who Should Use What?
Bootstrapped or small team?
When every dollar counts, Cassandra lets you get started without pulling out your credit card.
We'd pick: Cassandra
Growing fast?
Your team doubled last quarter and you need tools that won't break when you add 50 more people. Cassandra handles scale better in our testing.
We'd pick: Cassandra
Enterprise with complex needs?
You need SSO, compliance certifications, and a support team that picks up the phone. Both have enterprise tiers—compare their security features.
We'd pick: Cassandra
Still not sure? Answer these 3 questions
How much can you spend?
Nothing at all? Cassandra is completely free.
Do you care what other users think?
Both have similar review counts. Read a few before you commit.
Expert opinion or crowd wisdom?
Our team rated Cassandra higher (82/100). But the community has upvoted Apache Druid more (0 votes). Pick your source of truth.
Key Takeaways
What Cassandra Does Better
- Higher overall score (82/100)
- Our recommendation for most use cases
Consider Apache Druid If
- You need a completely free solution
- Its specific features better match your workflow
- You prefer its interface or design approach
The Bottom Line
If we had to pick one, we'd go with Cassandra (82/100). But the honest answer is that "better" depends on your situation. Cassandra scores higher in our analysis, but Apache Druid might be the right choice if its specific strengths align with what you need most. Take advantage of free trials to test both before committing.
Frequently Asked Questions
Is Cassandra or Apache Druid better?
Based on our analysis, Cassandra scores higher with 82/100. Cassandra isfree while Apache Druid is free. The best choice depends on your specific needs and budget. We recommend testing both with free trials if available.
Can I switch from Cassandra to Apache Druid easily?
Migration difficulty varies. Check if both tools support data export/import in compatible formats. Some tools offer migration assistance or have integration partners who can help with the transition.
Do Cassandra and Apache Druid offer free trials?
Most software in this category offers free trials or free tiers. Cassandra is completely free.Apache Druid is completely free. Visit their websites for current trial offers.