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Databricks vs Alibaba E-MapReduce Comparison

Last updated:

Databricks

4.1(104 reviews)

Starting at $0.07

  • Individuals
  • Freelancers / Consultants

Databricks provides an effective way to manage data warehouses and unify different kinds of analytics, data, and AI. All these are kept safe in a single secure location. The platform is designed to be flexible, reliable,…

Alibaba E-MapReduce

Starting at Contact for pricing

  • Free Trial
  • Large Enterprises
  • Medium Business

Alibaba E-MapReduce is an all-in-one enterprise-ready big data platform that provides businesses with an expansive collection of services for cluster, job, and data management based on popular open source frameworks, suc…

Databricks leads on user satisfaction with a 4.1-star rating across 104 reviews.

Databricks vs Alibaba E-MapReduce — at a glance

FeatureDatabricksAlibaba E-MapReduce
Rating4.1 / 5
Reviews104
Starting price$0.07Contact for pricing
Free trial No Yes
Free version No No
Best forIndividuals, Freelancers / Consultants, Large EnterprisesLarge Enterprises, Medium Business, Small Business
CategoryData Warehouse SoftwareData Science and Machine Learning Platforms
PlatformsSaaS/Web/CloudSaaS/Web/Cloud
APIAvailableAvailable
Support modesBusiness Hours, Online24/7 (Live rep), Online
CertificationsSOC 2
Data residencyGlobalGlobal

Key differences between Databricks and Alibaba E-MapReduce

  • Pricing: Databricks starts at $0.07. Alibaba E-MapReduce pricing is not publicly listed.
  • Free trial: Alibaba E-MapReduce offers a free trial; Databricks does not.
  • Target audience: Databricks is built for Individuals and Freelancers / Consultants, while Alibaba E-MapReduce targets Large Enterprises and Medium Business.
  • Deployment: Databricks supports SaaS/Web/Cloud; Alibaba E-MapReduce supports SaaS/Web/Cloud.

Databricks vs Alibaba E-MapReduce — find the better fit before you commit.

01

Which tool fits your team best

02

Which is actually cheaper for your team size

03

Where each product wins, per real buyers

Most Data Warehouse Software tools look identical on paper. This comparison cuts to the differences that matter — pricing structure, team fit, and what real buyers found after signing up.

Databricks - New SaaS Software
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Alibaba E-MapReduce - New SaaS Software
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Biggest differences

Start here before you go deeper into features.

Databricks

Best for

Individuals, Freelancers / Consultants, Large Enterprises

Alibaba E-MapReduce

Enterprise-grade big data platform integrating multiple open source frameworks.

Choose if
  • You need to run complex big data analytics using Hadoop, Spark, Kafka, Flink, or Storm.
  • Your team requires automated cluster lifecycle management to optimize operational costs.
  • You have specialized data engineering or IT operations teams capable of managing complex setups.
Consider alternatives if
  • You are a small team without existing big data infrastructure or expertise.
  • You want a simple, out-of-the-box analytics tool with transparent pricing and easy setup.

Databricks typically suits Individuals and Freelancers / Consultants. Alibaba E-MapReduce tends to fit Large Enterprises and Medium Business better. The right choice depends on your team size, workflow, and whether a free trial matters.

Description

Databricks provides an effective way to manage data warehouses and unify different kinds of analytics, data, and AI. All these are kept safe in a single secure location. The platform is ... Read More about Databricks

Alibaba E-MapReduce is an all-in-one enterprise-ready big data platform that provides businesses with an expansive collection of services for cluster, job, and data management based on ... Read More about Alibaba E-MapReduce

Entry Level Pricing

  • Starts from $0.07
  • Not Available

Free Trial Availability

  • No free trial
  • Free Trial available

User Ratings

Based on verified Spotsaas reviews

Best Company Size

Medium BusinessLarge Enterprises
Get pricing help
Get pricing help

Software Demo

Demo

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How do Databricks and Alibaba E-MapReduce Compare on Features?

Total Features

5 Features

4 Features

Unique Features

No unique features

No unique features

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Compare Databricks and Alibaba E-MapReduce on pricing

Review starting price, plan structure, and free-trial access side by side so you can see which option fits your budget and buying process.

Pricing Option

      Starting From

      • $0.07
      • Not Available

      Pricing Plans

      • Not Available
      • Not Available

      Pricing Page

      Databricks pricing

      Pricing information not available

      Other Details

      Organization Types supported

      • Small Business
      • Large Enterprises
      • Medium Business
      • Freelancers
      • Individuals
      • Small Business
      • Large Enterprises
      • Medium Business
      • Freelancers
      • Individuals

      Platforms Supported

      • Browser Based (Cloud)
      • Browser Based (Cloud)
      • Mobile - Android
      • Mobile - iOS
      • Installed - Windows
      • Installed - Mac
      • Browser Based (Cloud)
      • Browser Based (Cloud)
      • Mobile - Android
      • Mobile - iOS
      • Installed - Windows
      • Installed - Mac

      Modes of support

      • 24/7 (Live rep)
      • Business Hours
      • Online
      • 24/7 (Live rep)
      • Business Hours
      • Online

      API Support

      • Available
      • Available
      Get help choosing
      Get help choosing

      Security & Compliance

      Certifications, data handling, and security controls for IT and compliance evaluators.

      SOC 2

      ✓ Yes

      HIPAA

      ✗ No

      Data Residency

      🌐 Global
      🌐 Global

      Databricks User Reviews & Rating Comparison

      User Ratings

      No reviews available for the product

      Rating Distribution

      45

      0

      0

      0

      0

      1

      0

      0

      0

      0

      Spotsaas Editor’s POV generated by AI

      Buyer sentiment

      Buyer sentiment is positive across 45 reviews, with strong overall satisfaction.

      Buyer sentiment

      Insufficient public user feedback to determine overall sentiment.

      What buyers like

      • Comprehensive big data services
      • Automated cluster management
      • Cost-efficient operations

      Common complaints

      • Complex for beginners
      • May require extensive configuration
      • Limited support for niche frameworks

      Pros and Cons

      No pros or cons available for this product

      • Supports multiple popular open source big data frameworks (Hadoop, Spark, Kafka, Flink, Storm)

      • Automated cluster creation and release for cost efficiency

      • Job and dependency scheduling with DAG support

      • Pricing is not publicly available and requires sales consultation

      • No publicly available user ratings or detailed customer feedback

      Positive Reviews

      No reviews available for the product

      No reviews available for the product

      List of Customers

      Customers

      Nielsen

      Nielsen

      Bechtel

      Bechtel

      Sevatec

      Sevatec

      No Customers information available.

      Media and Screenshots

      Videos

      video-0

      2 Videos

      video-0

      2 Videos

      Top Alternatives to Databricks and Alibaba E-MapReduce in 2026

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      Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].

      Frequently asked questions

      Which is better, Databricks or Alibaba E-MapReduce?
      Databricks edges out the other on user ratings (4.1 vs -1.0). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
      Do Databricks and Alibaba E-MapReduce offer a free trial?
      Alibaba E-MapReduce offers a free trial. Databricks does not.
      What is the starting price of Databricks vs Alibaba E-MapReduce?
      Databricks starts at $0.07. Alibaba E-MapReduce starts at Contact for pricing.
      What are the top alternatives to Databricks?
      Top alternatives to Databricks include Synapse, Snowflake, Qualified, Datascale, Workvivo.
      What are the top alternatives to Alibaba E-MapReduce?
      Top alternatives to Alibaba E-MapReduce include Snowflake, InsightEdge, Qubole, Qualified, Workvivo.

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