Alibaba Cloud MaxCompute vs Alibaba Cloud AnalyticDB

Alibaba Cloud MaxCompute8.6Visit Alibaba Cloud AnalyticDB8.5Visit

Higher score Alibaba Cloud MaxCompute #6 in Data Warehouse Software 8.6/10 Paid ✓ 4 of 4 features Visit Alibaba Cloud

vs

Alibaba Cloud AnalyticDB #7 in Data Warehouse Software 8.5/10 Paid ✓ 4 of 4 features Visit Alibaba Cloud

• Alibaba Cloud MaxCompute fits best

  Serverless lakehouse and batch analytics

• Alibaba Cloud AnalyticDB fits best

  Large-scale cloud analytics with flexible scaling

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Side by side

Feature	Alibaba Cloud MaxCompute 8.6/10 Visit ↗	Alibaba Cloud AnalyticDB 8.5/10 Visit ↗
At a glance
Editor score	8.6	8.5
Ranking	#6 in Data Warehouse Software	#7 in Data Warehouse Software
Best for	Serverless lakehouse and batch analytics	Large-scale cloud analytics with flexible scaling
Pricing model	Paid	Paid
Starting price	$22/unit/mo	$119/mo
Free plan	Not checked yet	Not checked yet
Free trial	—	—
Deployment	Cloud	Cloud
Platforms	Web	Web
Support	Live chat, Tickets, Docs	Live chat, Tickets, Docs
Integrations	14 integrations	19 integrations
Built for	Mid-market, Enterprise	Mid-market, Enterprise
Features Alibaba Cloud MaxCompute 4/4 · Alibaba Cloud AnalyticDB 4/4
Separate storage and compute	✓	✓
Data lake support	✓	✓
Streaming ingestion	✓	✓
In-database machine learning	✓	✓
Specs
Deployment model	Cloud	Cloud
Pricing model	Hybrid	Hybrid
Our review
Pros	Separates storage and compute for independent scaling Supports SQL, Spark, MapReduce, Graph, and MaxFrame Queries OSS and Hadoop data without migration	Decouples storage and compute for independent scaling Supports real-time ingestion, lakehouse querying, Spark, and native ML Offers MySQL- and PostgreSQL-compatible analytical warehouses
Cons	Storage and downloads are billed separately Lakehouse solution is listed as public preview Resource-based pricing requires compute usage management	No free plan is listed Pricing varies by region, edition, and resource configuration Separate MySQL and PostgreSQL offerings can complicate product selection
Our verdict	Alibaba Cloud MaxCompute is a fully managed, serverless cloud data warehouse for enterprise-scale warehousing, analytics, business intelligence, near-real-time processing, data lake analysis, and machine learning. It is aimed at teams that… Read the review →	Alibaba Cloud AnalyticDB is a managed, cloud-native data warehouse for organizations running real-time ingestion, online analytical processing, batch ETL, BI workloads, and petabyte-scale analytics. It is available in MySQL- and… Read the review →

Strengths and trade-offs

• Alibaba Cloud MaxCompute — where it wins

  • Separates storage and compute for independent scaling
  • Supports SQL, Spark, MapReduce, Graph, and MaxFrame
  • Queries OSS and Hadoop data without migration

  Where it doesn't

  • Storage and downloads are billed separately
  • Lakehouse solution is listed as public preview
  • Resource-based pricing requires compute usage management

• Alibaba Cloud AnalyticDB — where it wins

  • Decouples storage and compute for independent scaling
  • Supports real-time ingestion, lakehouse querying, Spark, and native ML
  • Offers MySQL- and PostgreSQL-compatible analytical warehouses

  Where it doesn't

  • No free plan is listed
  • Pricing varies by region, edition, and resource configuration
  • Separate MySQL and PostgreSQL offerings can complicate product selection

• Alibaba Cloud MaxCompute8.6/10 · Paid

  A serverless warehouse for flexible compute, lake queries, and multiple processing engines.

  Visit Alibaba CloudFull verdict →
• Alibaba Cloud AnalyticDB8.5/10 · Paid

  A flexible cloud warehouse for MPP analytics, streaming data, lakehouses, and machine learning.

  Visit Alibaba CloudFull verdict →