Teradata VantageCloud vs Alibaba Cloud AnalyticDB

TVTeradata VantageCloud9.0Visit Alibaba Cloud AnalyticDB8.9Visit

Higher score TV Teradata VantageCloud #4 in Analytical Data Store Software 9.0/10 Free plan · pricing on request Free plan✓ 0 of 2 features Visit Teradata

vs

Alibaba Cloud AnalyticDB #5 in Analytical Data Store Software 8.9/10 Paid ✓ 0 of 2 features Visit Alibaba Cloud

• Teradata VantageCloud fits best

  Enterprise lakehouse analytics and ML

• Alibaba Cloud AnalyticDB fits best

  Large-scale cloud warehouse workloads

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Side by side

Feature	TVTeradata VantageCloud 9.0/10 Visit ↗	Alibaba Cloud AnalyticDB 8.9/10 Visit ↗
At a glance
Editor score	9.0	8.9
Ranking	#4 in Analytical Data Store Software	#5 in Analytical Data Store Software
Best for	Enterprise lakehouse analytics and ML	Large-scale cloud warehouse workloads
Pricing model	Free plan + paid	Paid
Starting price	$6 usage-based	$119/mo
Free plan	✓ (best)	Not checked yet
Free trial	—	—
Deployment	Cloud	Cloud
Platforms	Web	Web
Support	Docs	Live chat, Tickets, Docs
Integrations	7 integrations	19 integrations
Built for	Enterprise, Mid-market	Mid-market, Enterprise
Features Teradata VantageCloud 0/2 · Alibaba Cloud AnalyticDB 0/2
SQL support	Not checked yet	Not checked yet
Cross-account data sharing	Not checked yet	Not checked yet
Specs
Deployment model	Cloud	Cloud
Storage architecture	Not checked yet	Not checked yet
Compute scaling	Not checked yet	Not checked yet
Free storage limit	Not checked yet	Not checked yet
Our review
Pros	Supports Apache Iceberg and Delta Lake in cloud object storage Combines elastic compute with object, block, and backup storage Includes in-database ML, Bring Your Own Model scoring, and ModelOps	Petabyte-scale MPP analytics with independent storage and compute scaling Real-time ingestion from databases, logs, queues and streaming tools Spark, lakehouse storage and in-database Apache MADlib machine learning
Cons	Pricing is contact-sales, with example pricing limited to AWS US East AWS pricing examples exclude cloud-provider charges Published support channels list documentation	Cloud-only deployment limits on-premises and hybrid hosting choices Multiple editions, regions and resource configurations complicate price comparison Broad warehouse and lakehouse scope may exceed focused analytics requirements
Our verdict	Teradata VantageCloud combines a relational database engine, elastic compute, cloud storage, analytics, and machine learning for organizations running data warehouse, lakehouse, and AI workloads. Its Lake offering supports Apache Iceberg… Read the review →	Alibaba Cloud AnalyticDB is a managed, cloud-native analytical data warehouse for mid-market and enterprise teams. Its MySQL- and PostgreSQL-compatible offerings cover online analytical processing, batch ETL, business intelligence and… Read the review →

Strengths and trade-offs

• Teradata VantageCloud — where it wins

  • Supports Apache Iceberg and Delta Lake in cloud object storage
  • Combines elastic compute with object, block, and backup storage
  • Includes in-database ML, Bring Your Own Model scoring, and ModelOps

  Where it doesn't

  • Pricing is contact-sales, with example pricing limited to AWS US East
  • AWS pricing examples exclude cloud-provider charges
  • Published support channels list documentation

• Alibaba Cloud AnalyticDB — where it wins

  • Petabyte-scale MPP analytics with independent storage and compute scaling
  • Real-time ingestion from databases, logs, queues and streaming tools
  • Spark, lakehouse storage and in-database Apache MADlib machine learning

  Where it doesn't

  • Cloud-only deployment limits on-premises and hybrid hosting choices
  • Multiple editions, regions and resource configurations complicate price comparison
  • Broad warehouse and lakehouse scope may exceed focused analytics requirements

• TVTeradata VantageCloud9.0/10 · Free plan · pricing on request

  A cloud lakehouse and analytics platform built for enterprise data and ML workloads.

  Visit TeradataFull verdict →
• Alibaba Cloud AnalyticDB8.9/10 · Paid

  A cloud warehouse combining MPP analytics, separate scaling, streaming ingestion and Spark ML.

  Visit Alibaba CloudFull verdict →