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Databricks Lakehouse Platform vs Oracle Data Science Cloud Service Comparison

Last updated:

Databricks Lakehouse Platform

Starting at Contact for pricing

  • Free Trial
  • Large Enterprises
  • Small Business

Introducing the cutting-edge Databricks Lakehouse Platform, boasting the latest in data science and machine learning capabilities. This innovative platform seamlessly merges the strengths of traditional data warehouses a…

Oracle Data Science Cloud Service

3.7(12 reviews)

Starting at Contact for pricing

  • Free Trial
  • Large Enterprises
  • Medium Business

Oracle Data Science Cloud Service is a cloud-based end-to-end machine learning platform that allows data science teams to collaborate and access the necessary data, computational resources, and tools for model building,…

Oracle Data Science Cloud Service leads on user satisfaction with a 3.7-star rating across 12 reviews.

Databricks Lakehouse Platform vs Oracle Data Science Cloud Service — at a glance

FeatureDatabricks Lakehouse PlatformOracle Data Science Cloud Service
Rating3.7 / 5
Reviews12
Starting priceContact for pricingContact for pricing
Free trial Yes Yes
Free version No No
Best forLarge Enterprises, Small Business, Medium BusinessLarge Enterprises, Medium Business, Small Business
CategoryData Science and Machine Learning PlatformsData Science and Machine Learning Platforms
PlatformsBrowser Based (Cloud)SaaS/Web/Cloud
APIAvailable
Support modesOnline24/7 (Live rep), Online
CertificationsSOC 2, HIPAA, GDPR, ISO 27001SOC 2, HIPAA, GDPR, ISO 27001
Data residencyGlobalGlobal

Key differences between Databricks Lakehouse Platform and Oracle Data Science Cloud Service

  • Deployment: Databricks Lakehouse Platform supports Browser Based (Cloud); Oracle Data Science Cloud Service supports SaaS/Web/Cloud.

Databricks Lakehouse Platform vs Oracle Data Science Cloud Service — 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 Science and Machine Learning Platforms 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.

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Talk to an expert

Free PDF comparison

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Biggest differences

Start here before you go deeper into features.

Databricks Lakehouse Platform

Best for large teams needing unified data lakes, warehouses, and AI capabilities.

Choose if
  • You require a single platform combining data engineering, analytics, and machine learning.
  • Your team includes data scientists, engineers, and analysts collaborating on complex workflows.
  • Your organization has 50+ employees with advanced data infrastructure needs and innovation goals.
Consider alternatives if
  • You are a small team with minimal data infrastructure or simple data tool needs.
  • You need a straightforward, single-purpose data solution with low setup complexity.

Oracle Data Science Cloud Service

Best for enterprise teams needing flexible, collaborative ML on Oracle Cloud.

Choose if
  • You require deep integration with Oracle Cloud infrastructure for model deployment.
  • Your data science team needs to collaborate using popular ML frameworks like TensorFlow.
  • You want flexibility to install and manage any open-source machine learning packages.
Consider alternatives if
  • You are a small team without existing cloud infrastructure or complex ML needs.
  • You prefer fully managed, no-code machine learning platforms with transparent pricing.

Databricks Lakehouse Platform: Best for large teams needing unified data lakes, warehouses, and AI capabilities. Oracle Data Science Cloud Service: Best for enterprise teams needing flexible, collaborative ML on Oracle Cloud.

Description

Introducing the cutting-edge Databricks Lakehouse Platform, boasting the latest in data science and machine learning capabilities. This innovative platform seamlessly merges the strengths ... Read More about Databricks Lakehouse Platform

Oracle Data Science Cloud Service is a cloud-based end-to-end machine learning platform that allows data science teams to collaborate and access the necessary data, computational resources, ... Read More about Oracle Data Science Cloud Service

Free Trial Availability

  • Free Trial available
  • Free Trial available

User Ratings

Based on verified Spotsaas reviews

3.7

(12)

Best Company Size

51-500 employees500+ employees
Medium BusinessLarge Enterprises
Get pricing help
Get pricing help

Software Demo

Demo

No software demo available

Oracle Data Science Cloud Service has not given any software demo yet

If you're the owner of this profile, add your demo.Contact us

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How do Databricks Lakehouse Platform and Oracle Data Science Cloud Service Compare on Features?

Total Features

5 Features

7 Features

Unique Features

No unique features

No unique features

Get Quote
Get Quote

Compare Databricks Lakehouse Platform and Oracle Data Science Cloud Service 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

      Pricing Plans

      • Not Available
      • 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

      • Not Available
      • Available
      Get help choosing
      Get help choosing

      Security & Compliance

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

      SOC 2

      ✓ Yes
      ✓ Yes

      HIPAA

      ✓ Yes
      ✓ Yes

      GDPR

      ✓ Yes
      ✓ Yes

      ISO 27001

      ✓ Yes
      ✓ Yes

      Single Sign-On (SSO)

      ✓ Yes
      ✓ Yes

      Multi-Factor Auth (MFA)

      ✓ Yes
      ✓ Yes

      Data Encryption

      ✓ Yes
      ✓ Yes

      Audit Logs

      ✓ Yes
      ✓ Yes

      Data Residency

      🌐 Global
      🌐 Global

      Databricks Lakehouse Platform User Reviews & Rating Comparison

      User Ratings

      No reviews available for the product

      Rating Distribution

      No reviews available for this product

      1

      4

      1

      0

      0

      Spotsaas Editor’s POV generated by AI

      Buyer sentiment

      Insufficient user review data available to summarize buyer sentiment.

      Buyer sentiment

      User sentiment is mixed with appreciation for framework support and collaboration but concerns over pricing and complexity.

      What buyers like

      • Framework support
      • Collaboration features
      • Cloud integration

      Common complaints

      • Pricing transparency
      • Complexity of setup

      Pros and Cons

      • Unified platform combining data lakes and warehouses

      • Advanced machine learning and AI capabilities

      • Strong support for collaborative data workflows

      • Potentially steep learning curve for new users

      • Pricing details are not publicly available

      • Supports popular ML frameworks like TensorFlow and scikit-learn

      • Enables collaboration across data science teams

      • Integration with Oracle Cloud infrastructure for efficient model training and deployment

      • Limited pricing transparency with quotation-based model

      • Relatively low number of user reviews and moderate rating

      Positive Reviews

      No reviews available for the product

      No reviews available for the product

      Used Databricks Lakehouse Platform or Oracle Data Science Cloud Service? Tell buyers what actually differs.

      List of Customers

      Customers

      T-Mobile

      T-Mobile

      HSBC

      HSBC

      H

      H

      No Customers information available.

      Media and Screenshots

      Screenshots

      Overview

      1 Screenshots

      No screenshots available.

      Videos

      video-0

      1 Videos

      No videos available.

      Top Alternatives to Databricks Lakehouse Platform and Oracle Data Science Cloud Service 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 Lakehouse Platform or Oracle Data Science Cloud Service?
      Oracle Data Science Cloud Service edges out the other on user ratings (3.7 vs -1.0). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
      Do Databricks Lakehouse Platform and Oracle Data Science Cloud Service offer a free trial?
      Yes, both Databricks Lakehouse Platform and Oracle Data Science Cloud Service offer a free trial.
      What is the starting price of Databricks Lakehouse Platform vs Oracle Data Science Cloud Service?
      Databricks Lakehouse Platform starts at Contact for pricing. Oracle Data Science Cloud Service starts at Contact for pricing.
      What are the top alternatives to Databricks Lakehouse Platform?
      Top alternatives to Databricks Lakehouse Platform include Google Cloud AI, Katonic, Comet, Rectified.ai, Peak.
      What are the top alternatives to Oracle Data Science Cloud Service?
      Top alternatives to Oracle Data Science Cloud Service include DataTorch, Qualified, Workvivo, Deploifai, Neuro.