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Machine Learning · head to head

Databricks vs Oracle Analytics Cloud

Databricks logo

Databricks

Machine Learning

Unified analytics platform for data engineering and data science

From
Free
Rated
-
Full reviewWebsite
Oracle Analytics Cloud logo

Oracle Analytics Cloud

Business Intelligence

Complete analytics in the cloud

From
$16/month
Rated
-
Full reviewWebsite

The short version

  • Only Databricks has a free tier, so it costs nothing to try first.
  • Each has a real cost: Databricks cloud compute is billed separately by the cloud provider on top of Databricks DBU charges; Oracle Analytics Cloud no dedicated mobile application for on-the-go access
  • They diverge on capability: Databricks covers Delta Lake, Oracle Analytics Cloud covers Self-service Analytics.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Databricks and Oracle Analytics Cloud actually diverge.

Attributes where Databricks and Oracle Analytics Cloud differ
AttributeDatabricksOracle Analytics Cloud
Starting priceFree$16/month
Pricing modelusage-basedsubscription
Free tierYesNo
PlatformsWeb, Aws, Azure, GcpWeb
CategoryMachine LearningBusiness Intelligence
Founded20132016

Identical on both: user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Databricks

  • Delta Lake
  • Apache Spark
  • MLflow
  • Unity Catalog
  • Photon Engine
  • Collaborative Notebooks
  • Auto-scaling
  • AWS

Only in Oracle Analytics Cloud

  • Self-service Analytics
  • Augmented Analytics
  • Data Preparation
  • Natural Language
  • Mobile
  • Oracle Database
  • Oracle ERP
  • Salesforce

Both cover

  • Web support

What people use each for

The jobs each tool is most often brought in to do.

Databricks

  • Running Spark data engineering pipelines on managed clustersnot Oracle Analytics Cloud
  • Building a lakehouse over data in cloud object storagenot Oracle Analytics Cloud
  • Training and serving machine learning models alongside the datanot Oracle Analytics Cloud

Oracle Analytics Cloud

  • Self-service analyticsnot Databricks
  • Data explorationnot Databricks
  • Ad-hoc reportingnot Databricks
  • Collaborative analysisnot Databricks
  • Embedded analyticsnot Databricks

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Databricks

  • Cloud compute is billed separately by the cloud provider on top of Databricks DBU charges
  • The free trial lasts 14 days
  • Discounts require a Committed Use Contract, with larger commitments needed for larger discounts
  • Azure Databricks pricing is set by Microsoft rather than by Databricks
  • Security and compliance capabilities are sold as separate platform add ons rather than included in the base rate

Oracle Analytics Cloud

  • No dedicated mobile application for on-the-go access
  • Limited documentation for collecting data from on-premise services
  • Performance issues and occasional software glitches requiring re-login
  • Expensive for small businesses and organizations with limited budgets

Pricing, plan by plan

Databricks

Free
  • Community EditionFree
    • Limited cluster
    • Notebook environment
    • Community support
  • Standard$0.07/DBU
    • Jobs compute
    • SQL compute
    • Standard support

Oracle Analytics Cloud

$16/month
  • Professional$16/month
    • Self-service Analytics
    • Reporting
    • Dashboards
  • Enterprise$80/month
    • Advanced Analytics
    • ML Models
    • Premium Support

Which should you pick?

Choose Databricks if

  • You need delta lake.
  • You want to start without paying.
  • You work on Web, Aws, Azure, Gcp.
  • You also want apache spark.
Databricks review

Choose Oracle Analytics Cloud if

  • You need self-service analytics.
  • You also want augmented analytics.
Oracle Analytics Cloud review

Questions people ask

Is Databricks or Oracle Analytics Cloud better?
Neither clearly leads. Databricks starts at Free and Oracle Analytics Cloud at $16/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Databricks or Oracle Analytics Cloud?
Databricks has a free tier; the other does not. Paid plans start at Free for Databricks and $16/month for Oracle Analytics Cloud.
Does Databricks or Oracle Analytics Cloud run on more platforms?
Databricks runs on Web, Aws, Azure, Gcp. Oracle Analytics Cloud runs on Web.
Can I use Databricks for free?
Yes. Databricks has a free tier, so you can try it without paying. Oracle Analytics Cloud starts at $16/month.
What is Databricks best used for?
Databricks is most often used for running spark data engineering pipelines on managed clusters, building a lakehouse over data in cloud object storage, training and serving machine learning models alongside the data. Of those, running spark data engineering pipelines on managed clusters and building a lakehouse over data in cloud object storage are not what Oracle Analytics Cloud is typically brought in for.
What can Databricks do that Oracle Analytics Cloud cannot?
Databricks covers Delta Lake, Apache Spark, MLflow, Unity Catalog. Oracle Analytics Cloud covers Self-service Analytics, Augmented Analytics, Data Preparation, Natural Language. Both handle Web support.

Answered from the vendors’ own pages

Databricks: How is Databricks priced?

Databricks bills pay as you go with no up front cost, charging per second for the products used. Consumption is measured in Databricks Units, a normalised unit of processing power on the platform.

Source
Oracle Analytics Cloud: What data sources does Oracle Analytics Cloud support?

Oracle Analytics Cloud connects to relational databases, cloud applications, and big data platforms. It integrates with Salesforce, Snowflake, Azure Synapse Analytics, Google BigQuery, Amazon Redshift, and the Oracle ecosystem.

Source
Databricks: Does Databricks publish a per DBU price?

Not on its main pricing page. Rates vary by product and instance type, and Databricks directs buyers to individual product pricing pages and a calculator rather than listing a single figure.

Source
Oracle Analytics Cloud: What are the pricing tiers for Oracle Analytics Cloud?

Oracle Analytics Cloud offers a Professional plan at $16/user/month and an Enterprise plan at $80/user/month. BYOL pricing is $0.3226/OCPU/hour base plus $1.0753/hour (Professional) or $2.1506/hour (Enterprise).

Source
Databricks: Does the Databricks price include cloud costs?

No. Databricks states that if you configure it to work with your own cloud account, your cloud provider still charges you separately for the underlying resources.

Source
Oracle Analytics Cloud: Does Oracle Analytics Cloud have a mobile app?

No, Oracle Analytics Cloud lacks a dedicated mobile application, which is considered a significant limitation by users who need mobile access to dashboards and reports.

Source
Databricks: Can I get a discount on Databricks?

Databricks offers Committed Use Contracts, where larger usage commitments earn greater benefits, including options to use commitments flexibly across multiple clouds.

Source
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