Amazon Athena vs Alibaba Cloud MaxCompute

Amazon Athena8.9Visit Alibaba Cloud MaxCompute8.7Visit

Higher score Amazon Athena #4 in Query Engine Software 8.9/10 Paid ✓ 0 of 4 features Visit Amazon Athena

vs

Alibaba Cloud MaxCompute #6 in Query Engine Software 8.7/10 Paid ✓ 0 of 4 features Visit Alibaba Cloud

• Amazon Athena fits best

  S3-centric serverless SQL

• Alibaba Cloud MaxCompute fits best

  Alibaba-centered lakehouse analytics

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Side by side

Feature	Amazon Athena 8.9/10 Visit ↗	Alibaba Cloud MaxCompute 8.7/10 Visit ↗
At a glance
Editor score	8.9	8.7
Ranking	#4 in Query Engine Software	#6 in Query Engine Software
Best for	S3-centric serverless SQL	Alibaba-centered lakehouse analytics
Pricing model	Paid	Paid
Starting price	$0.30/unit usage-based	$22/unit/mo
Free plan	—	Not checked yet
Free trial	—	—
Deployment	Cloud	Cloud
Platforms	Web	Web
Support	Docs	Live chat, Tickets, Docs
Integrations	30+ integrations	14 integrations
Built for	Mid-market, Enterprise	Mid-market, Enterprise
Features Amazon Athena 0/4 · Alibaba Cloud MaxCompute 0/4
Federated queries	Not checked yet	Not checked yet
Heterogeneous sources	Not checked yet	Not checked yet
Result caching	Not checked yet	Not checked yet
Streaming sources	Not checked yet	Not checked yet
Specs
Deployment	Cloud	Not checked yet
SQL support	Not checked yet	Not checked yet
Source connectors	Not checked yet	Not checked yet
Our review
Pros	Queries Amazon S3 data with standard SQL without managing infrastructure Supports federated queries across relational, non-relational, and custom sources Includes Glue Catalog, JDBC/ODBC, Spark, and workgroup cost controls	Separates storage and compute for flexible resource management Queries OSS and Hadoop data without migration Supports SQL, Spark, streaming, BI, and native ML workflows
Cons	SQL queries are billed by data scanned rather than fixed user plans Advanced governance depends on AWS services such as Lake Formation Its broad AWS ecosystem may be more than narrow SQL use cases need	Storage and downloads are billed separately Lakehouse solution is listed as public preview Alibaba Cloud services shape the strongest ecosystem fit
Our verdict	Amazon Athena is a cloud-based, serverless query service for analysts, data engineers, developers, and organizations that need interactive analytics without managing query infrastructure. It uses standard SQL to query data stored in Amazon… Read the review →	Alibaba Cloud MaxCompute is a fully managed, serverless cloud data warehouse for enterprise-scale warehousing, analytics, BI, near-real-time processing, data lake analysis, and machine learning. It supports SQL, Spark, MapReduce, Graph,… Read the review →

Strengths and trade-offs

• Amazon Athena — where it wins

  • Queries Amazon S3 data with standard SQL without managing infrastructure
  • Supports federated queries across relational, non-relational, and custom sources
  • Includes Glue Catalog, JDBC/ODBC, Spark, and workgroup cost controls

  Where it doesn't

  • SQL queries are billed by data scanned rather than fixed user plans
  • Advanced governance depends on AWS services such as Lake Formation
  • Its broad AWS ecosystem may be more than narrow SQL use cases need

• Alibaba Cloud MaxCompute — where it wins

  • Separates storage and compute for flexible resource management
  • Queries OSS and Hadoop data without migration
  • Supports SQL, Spark, streaming, BI, and native ML workflows

  Where it doesn't

  • Storage and downloads are billed separately
  • Lakehouse solution is listed as public preview
  • Alibaba Cloud services shape the strongest ecosystem fit

• Amazon Athena8.9/10 · Paid

  A usage-priced serverless SQL engine for querying S3 and connected data sources.

  Visit Amazon AthenaFull verdict →
• Alibaba Cloud MaxCompute8.7/10 · Paid

  A broad query engine for lakehouse, streaming, BI, and machine learning workloads.

  Visit Alibaba CloudFull verdict →