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Head-to-head · Wide-Column Databases

Apache HBase vs Cloudera Operational Database

  • Updated Sep 2026
  • Both researched from official sources
  • 4 checks side by side
Apache HBase #6 in Wide-Column Databases —/10 Free plan Free plan✓ 2 of 3 features Visit Apache HBase
Higher score Cloudera Operational Database #7 in Wide-Column Databases 8.0/10 From $0.08 ✓ 3 of 3 features Visit Cloudera

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

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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
  • Real-time reads and writes for very large tables
  • Automatic sharding and RegionServer failover
  • Java, REST, and Thrift access gateways
  • Apache HBase with ANSI SQL through Apache Phoenix
  • Integrated Apache Solr search with distributed transactions
  • Failover, autoscaling, replication, and enterprise governance
Cons
  • Self-hosted deployment requires teams to operate the infrastructure
  • Platform coverage is limited to Linux
  • Not ACID-compliant and does not provide transactions
  • 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
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 →
  1. Apache HBaseWide-Column Databases —Free plan
  2. Cloudera Operational DatabaseWide-Column Databases 8.0From $0.08

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

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Sep 2026