Google BigQuery vs Alibaba Cloud MaxCompute

Google BigQuery9.4Visit Alibaba Cloud MaxCompute8.6Visit

Higher score Google BigQuery #1 in Data Warehouse Software 9.4/10 Free plan Free plan✓ 4 of 4 features Try Google BigQuery

vs

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

• Google BigQuery fits best

  Teams wanting a broad serverless warehouse

• Alibaba Cloud MaxCompute fits best

  Serverless lakehouse and batch analytics

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Side by side

Feature	Google BigQuery 9.4/10 Visit ↗	Alibaba Cloud MaxCompute 8.6/10 Visit ↗
At a glance
Editor score	9.4	8.6
Ranking	#1 in Data Warehouse Software	#6 in Data Warehouse Software
Best for	Teams wanting a broad serverless warehouse	Serverless lakehouse and batch analytics
Pricing model	Free	Paid
Starting price	Free	$22/unit/mo
Free plan	✓ (best)	Not checked yet
Free trial	—	—
Deployment	Cloud	Cloud
Platforms	Web	Web
Support	Docs, Live chat, Phone, Tickets, Community	Live chat, Tickets, Docs
Integrations	10 integrations	14 integrations
Built for	Small business, Mid-market, Enterprise	Mid-market, Enterprise
Features Google BigQuery 4/4 · Alibaba Cloud MaxCompute 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	Serverless SQL with storage and compute that scale independently Supports lake queries, streaming ingestion, CDC, and federated sources Includes BigQuery ML, governance controls, and broad integrations	Separates storage and compute for independent scaling Supports SQL, Spark, MapReduce, Graph, and MaxFrame Queries OSS and Hadoop data without migration
Cons	Usage-based pricing can vary by region and operation Additional storage, ingestion, and extraction charges can apply Broad feature coverage may exceed the needs of narrow warehouse use cases	Storage and downloads are billed separately Lakehouse solution is listed as public preview Resource-based pricing requires compute usage management
Our verdict	Google BigQuery is a fully managed, serverless cloud data warehouse for organizations that need to store, query, and analyze large datasets. Its audience spans data engineering, business intelligence, data science, real-time analytics, and… Read the review →	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 →

Strengths and trade-offs

• Google BigQuery — where it wins

  • Serverless SQL with storage and compute that scale independently
  • Supports lake queries, streaming ingestion, CDC, and federated sources
  • Includes BigQuery ML, governance controls, and broad integrations

  Where it doesn't

  • Usage-based pricing can vary by region and operation
  • Additional storage, ingestion, and extraction charges can apply
  • Broad feature coverage may exceed the needs of narrow warehouse use cases

• 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

• Google BigQuery9.4/10 · Free plan

  A broad serverless warehouse with flexible analytics, lake, streaming, governance, and ML capabilities.

  Try Google BigQueryFull verdict →
• Alibaba Cloud MaxCompute8.6/10 · Paid

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

  Visit Alibaba CloudFull verdict →