Google Cloud Bigtable vs Cloudera Operational Database

Google Cloud Bigtable4.6Visit Cloudera Operational Database8.0Visit

Google Cloud Bigtable #2 in Wide-Column Databases 4.6/10 10-day trial ✓ 0 of 3 features Visit Google Cloud

vs

Higher score Cloudera Operational Database #7 in Wide-Column Databases 8.0/10 From $0.08 ✓ 3 of 3 features Visit Cloudera

• Google Cloud Bigtable fits best

  Managed wide-column workloads with rich cloud integrations

• Cloudera Operational Database fits best

  Enterprise HBase with SQL and governance

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Side by side

Feature	Google Cloud Bigtable 4.6/10 Visit ↗	Cloudera Operational Database 8.0/10 Visit ↗
At a glance
Editor score	4.6	8.0
Ranking	#2 in Wide-Column Databases	#7 in Wide-Column Databases
Best for	Managed wide-column workloads with rich cloud integrations	Enterprise HBase with SQL and governance
Pricing model	Paid	Paid
Starting price	Not published	Not published
Free plan	—	—
Free trial	—	—
Deployment	Cloud	Cloud, Self-hosted
Platforms	Web	Web
Integrations	8 integrations	9 integrations
Features Google Cloud Bigtable 0/3 · Cloudera Operational Database 3/3
Multi-region support	Not published	✓ (best)
Transaction support	Not published	✓ (best)
Horizontal scaling	Not published	✓ (best)
Specs
Deployment model	Not published	Both
Query interface	Not published	Multiple
Consistency controls	Not published	Configurable
Maximum row size	Not published	Not published
Our review
Pros	Autoscaling, replication, backups, and expiration controls Supports GoogleSQL, HBase, Cassandra, gRPC, and REST/HTTP Integrates with BigQuery, Dataflow, Spark, Vertex AI, and LangChain	Apache HBase with ANSI SQL through Apache Phoenix Integrated Apache Solr search with distributed transactions Failover, autoscaling, replication, and enterprise governance
Cons	Usage-based pricing includes node, storage, and network charges No perpetual free plan; the free trial starts at 10 days Cloud deployment may not suit workloads requiring other models	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	Google Cloud Bigtable is a managed NoSQL database for high-throughput, low-latency applications built on key-value and wide-column data models. It is aimed at large datasets across time-series, operational analytics, machine learning, IoT,… 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

• Google Cloud Bigtable — where it wins

  • Autoscaling, replication, backups, and expiration controls
  • Supports GoogleSQL, HBase, Cassandra, gRPC, and REST/HTTP
  • Integrates with BigQuery, Dataflow, Spark, Vertex AI, and LangChain

  Where it doesn't

  • Usage-based pricing includes node, storage, and network charges
  • No perpetual free plan; the free trial starts at 10 days
  • Cloud deployment may not suit workloads requiring other models

• 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

• Google Cloud Bigtable4.6/10 · 10-day trial

  A scalable managed database for wide-column workloads with deep Google Cloud integration.

  Visit Google CloudFull verdict →
• Cloudera Operational Database8.0/10 · From $0.08

  A governed HBase service with SQL, search, scaling, and hybrid-cloud deployment.

  Visit ClouderaFull verdict →