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Head-to-head · Wide-Column Databases

Alibaba Cloud Tablestore vs Cloudera Operational Database

  • Updated Oct 2026
  • Both researched from official sources
  • 4 checks side by side

Alibaba Cloud Tablestore leads on 0 checks, Cloudera Operational Database on 0, and 4 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 scoreAlibaba Cloud Tablestore · 8.8/10

Alibaba Cloud Tablestore scores higher on our rubric for wide-column databases: 8.8 against 8.6 out of 10; our editors rank them #5 and #7.

On deployment model, Cloudera Operational Database gives you Both where Alibaba Cloud Tablestore offers Managed.

Alibaba Cloud Tablestore is the better fit for managed wide-column data with transactions. Cloudera Operational Database is the better fit for enterprise HBase with SQL and governance.

  • Alibaba Cloud Tablestore fits best

    Managed wide-column data with transactions

  • Cloudera Operational Database fits best

    Enterprise HBase with SQL and governance

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Side by side

Feature Alibaba Cloud Tablestore 8.8/10 Visit ↗ Cloudera Operational Database 8.6/10 Visit ↗
At a glance
Editor score 8.8 8.6
Ranking #5 in Wide-Column Databases #7 in Wide-Column Databases
Best for Managed wide-column data with transactions Enterprise HBase with SQL and governance
Pricing model Paid Paid
Starting price — $0.08/unit usage-based
Free plan Not checked yet —
Free trial — —
Deployment Cloud Cloud, Self-hosted
Platforms Web Web
Support Docs Phone, Tickets, Community, Docs · 24/7
Integrations 7 integrations 9 integrations
Built for Mid-market, Enterprise Mid-market, Enterprise
Features Alibaba Cloud Tablestore 3/3 · Cloudera Operational Database 3/3
Multi-region support ✓ ✓
Transaction support ✓ ✓
Horizontal scaling ✓ ✓
Specs
Deployment model Managed Both
Query interface Multiple Multiple
Consistency controls Configurable Configurable
Maximum row size Not checked yet Not checked yet
Our review
Pros
  • Local transactions support atomic operations within a partition key
  • Global Tables provide active-passive or active-active replication
  • SDKs cover Java, Go, Python, Node.js, .NET, and PHP
  • Apache HBase with ANSI SQL through Apache Phoenix
  • Integrated Apache Solr search with distributed transactions
  • Failover, autoscaling, replication, and enterprise governance
Cons
  • Pay-as-you-go billing can be harder to forecast than fixed plans
  • Local transactions are limited to operations within a partition key
  • Global Tables add architectural choices for multi-region deployments
  • 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

Alibaba Cloud Tablestore is a fully managed, serverless wide-column table storage service for large volumes of structured data. It suits teams building metadata, messaging, IoT, financial transaction, e-commerce, and analytical workloads…

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. Alibaba Cloud TablestoreWide-Column Databases 8.8Paid
  2. Cloudera Operational DatabaseWide-Column Databases 8.6Paid

Strengths and trade-offs

  • Alibaba Cloud Tablestore — where it wins

    • Local transactions support atomic operations within a partition key
    • Global Tables provide active-passive or active-active replication
    • SDKs cover Java, Go, Python, Node.js, .NET, and PHP

    Where it doesn't

    • Pay-as-you-go billing can be harder to forecast than fixed plans
    • Local transactions are limited to operations within a partition key
    • Global Tables add architectural choices for multi-region deployments
  • 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 Oct 2026

Last updated · How we research and update