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Head-to-head · Data Warehouse Software

Databricks SQL Warehouse vs Alibaba Cloud MaxCompute

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score Databricks SQL Warehouse #4 in Data Warehouse Software 8.9/10 Paid ✓ 3 of 4 features Visit Databricks
Alibaba Cloud MaxCompute #6 in Data Warehouse Software 8.6/10 Paid ✓ 4 of 4 features Visit Alibaba Cloud

Databricks SQL Warehouse leads on 0 checks, Alibaba Cloud MaxCompute on 0, and 5 are even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreDatabricks SQL Warehouse · 8.9/10
  • Most featuresAlibaba Cloud MaxCompute · 4 of 4

Databricks SQL Warehouse scores higher on our rubric for data warehouse software: 8.9 against 8.6 out of 10; our editors rank them #4 and #6.

On pricing model, Alibaba Cloud MaxCompute gives you Hybrid where Databricks SQL Warehouse offers Usage_based.

Databricks SQL Warehouse is the better fit for lakehouse teams building governed SQL analytics. Alibaba Cloud MaxCompute is the better fit for serverless lakehouse and batch analytics.

  • Databricks SQL Warehouse fits best

    Lakehouse teams building governed SQL analytics

  • Alibaba Cloud MaxCompute fits best

    Serverless lakehouse and batch analytics

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Side by side

Feature Databricks SQL Warehouse 8.9/10 Visit ↗ Alibaba Cloud MaxCompute 8.6/10 Visit ↗
At a glance
Editor score 8.9 8.6
Ranking #4 in Data Warehouse Software #6 in Data Warehouse Software
Best for Lakehouse teams building governed SQL analytics Serverless lakehouse and batch analytics
Pricing model Paid Paid
Starting price — $22/unit/mo
Free plan — Not checked yet
Free trial — —
Deployment Cloud Cloud
Platforms Web Web
Support Community, Docs Live chat, Tickets, Docs
Integrations 15 integrations 14 integrations
Built for Mid-market, Enterprise Mid-market, Enterprise
Features Databricks SQL Warehouse 3/4 · Alibaba Cloud MaxCompute 4/4
Separate storage and compute ✓ ✓
Data lake support ✓ ✓
Streaming ingestion ✓ ✓
In-database machine learning Not checked yet ✓ (best)
Specs
Deployment model Cloud Cloud
Pricing model Usage_based Hybrid
Our review
Pros
  • Elastic serverless compute with per-second usage billing
  • AI-assisted SQL, dashboards, alerts, and scheduled jobs
  • Governance, federation, streaming tables, and broad BI connectivity
  • Separates storage and compute for independent scaling
  • Supports SQL, Spark, MapReduce, Graph, and MaxFrame
  • Queries OSS and Hadoop data without migration
Cons
  • No free plan for low-commitment evaluation
  • Usage-based billing can make costs harder to forecast
  • Feature availability may vary by cloud, region, contract, and tier
  • Storage and downloads are billed separately
  • Lakehouse solution is listed as public preview
  • Resource-based pricing requires compute usage management
Our verdict

Databricks SQL Warehouse is a cloud data warehousing service for analysts and data teams querying data in cloud data lakes with SQL. It combines managed, elastic serverless compute with SQL authoring, interactive AI/BI dashboards,…

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 →
  1. Databricks SQL WarehouseData Warehouse Software 8.9Paid
  2. Alibaba Cloud MaxComputeData Warehouse Software 8.6Paid

Strengths and trade-offs

  • Databricks SQL Warehouse — where it wins

    • Elastic serverless compute with per-second usage billing
    • AI-assisted SQL, dashboards, alerts, and scheduled jobs
    • Governance, federation, streaming tables, and broad BI connectivity

    Where it doesn't

    • No free plan for low-commitment evaluation
    • Usage-based billing can make costs harder to forecast
    • Feature availability may vary by cloud, region, contract, and tier

  • 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

More comparisons

All data warehouse software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update