Head-to-head · Wide-Column Databases
Apache HBase vs Cloudera Operational Database
Apache HBase leads on 1 check, Cloudera Operational Database on 1, and 2 are even. Who comes out ahead on the 4 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.
Our verdict
- Highest scoreCloudera Operational Database · 8.0/10
- Free planonly Apache HBase
- Most featuresCloudera Operational Database · 3 of 3
Our editors rank Apache HBase at #6 and Cloudera Operational Database at #7 for wide-column databases; Apache HBase has no rubric score yet (facts researched, not yet scored), so the checks below decide.
Apache HBase offers free plan; Cloudera Operational Database doesn't. On deployment model, Cloudera Operational Database gives you Both where Apache HBase offers Self_hosted. Cloudera Operational Database offers transaction support; Apache HBase doesn't.
Apache HBase is the better fit for free self-hosted HBase-compatible infrastructure. Cloudera Operational Database is the better fit for enterprise HBase with SQL and governance.
- Apache HBase fits best
Free self-hosted HBase-compatible infrastructure
- Cloudera Operational Database fits best
Enterprise HBase with SQL and governance
Advertiser disclosure: iTechGuides is reader-supported. We may earn a commission when you click some links. It never changes our verdict. How we rank.
Side by side
| Feature | Apache HBase —/10 Visit ↗ | Cloudera Operational Database 8.0/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | — | 8.0 |
| Ranking | #6 in Wide-Column Databases | #7 in Wide-Column Databases |
| Best for | Free self-hosted HBase-compatible infrastructure | Enterprise HBase with SQL and governance |
| Pricing model | Free | Paid |
| Starting price | Not published | Not published |
| Free plan | ✓ (best) | — |
| Free trial | — | — |
| Deployment | Self-hosted | Cloud, Self-hosted |
| Platforms | Linux | Web |
| Support | Community, Docs | Phone, Tickets, Community, Docs · 24/7 |
| Integrations | 6 integrations | 9 integrations |
| Built for | Mid-market, Enterprise | Mid-market, Enterprise |
| Features Apache HBase 2/3 · Cloudera Operational Database 3/3 | ||
| Multi-region support | ✓ | ✓ |
| Transaction support | — | ✓ (best) |
| Horizontal scaling | ✓ | ✓ |
| Specs | ||
| Deployment model | Self_hosted | Both |
| Query interface | Multiple | Multiple |
| Consistency controls | Configurable | Configurable |
| Maximum row size | Not published | Not published |
| Our review | ||
| Pros |
|
|
| Cons |
|
|
| Our verdict | Apache HBase is an open-source, distributed wide-column data store modeled after Google Bigtable. It is designed for teams operating scalable clusters that need random, real-time reads and writes across very large tables, including… Read the review → |
Cloudera Operational Database is a managed wide-column NoSQL database built on Apache HBase for real-time, high-throughput applications. It is aimed at enterprise teams running transactional, customer-facing, time-series, and other… Read the review → |
Strengths and trade-offs
Apache HBase — where it wins
- Real-time reads and writes for very large tables
- Automatic sharding and RegionServer failover
- Java, REST, and Thrift access gateways
Where it doesn't
- Self-hosted deployment requires teams to operate the infrastructure
- Platform coverage is limited to Linux
- Not ACID-compliant and does not provide transactions
Cloudera Operational Database — where it wins
- Apache HBase with ANSI SQL through Apache Phoenix
- Integrated Apache Solr search with distributed transactions
- Failover, autoscaling, replication, and enterprise governance
Where it doesn't
- No free plan for evaluation or smaller workloads
- Pricing excludes infrastructure, networking, and other cloud costs
- The feature set may exceed teams needing a narrower database service
- Apache HBase—/10 · Free plan
A strong fit for teams running open-source HBase-compatible infrastructure on Linux.
Visit Apache HBaseFull verdict → - Cloudera Operational Database8.0/10 · From $0.08
A governed HBase service with SQL, search, scaling, and hybrid-cloud deployment.
Visit ClouderaFull verdict →
More comparisons
- Apache Cassandra vs Apache HBase
- Apache Cassandra vs Cloudera Operational Database
- Google Cloud Bigtable vs Apache HBase
- Google Cloud Bigtable vs Cloudera Operational Database
- Azure Cosmos DB for Apache Cassandra vs Apache HBase
- Azure Cosmos DB for Apache Cassandra vs Cloudera Operational Database
- Alibaba Cloud Lindorm vs Apache HBase
- Alibaba Cloud Lindorm vs Cloudera Operational Database
All Wide-Column databases comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Sep 2026




