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Business Intelligence · head to head

Lightdash vs Oracle Analytics Cloud

Lightdash logo

Lightdash

Business Intelligence

Open-source BI for dbt users

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 Lightdash has a free tier, so it costs nothing to try first.
  • Each has a real cost: Lightdash requires existing dbt infrastructure, not suitable for teams without data models; Oracle Analytics Cloud no dedicated mobile application for on-the-go access
  • They diverge on capability: Lightdash covers dbt Integration, 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 Lightdash and Oracle Analytics Cloud actually diverge.

Attributes where Lightdash and Oracle Analytics Cloud differ
AttributeLightdashOracle Analytics Cloud
Starting priceFree$16/month
Pricing modelUnknownsubscription
Free tierYesNo
PlatformsWeb, Cloud (managed), Self-hosted (on-premise)Web
Founded20212016

Identical on both: user rating (Not yet rated), category (Business Intelligence).

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 Lightdash

  • dbt Integration
  • Metrics Layer
  • Dashboards
  • Scheduling
  • Version Control
  • dbt
  • BigQuery
  • Redshift

Only in Oracle Analytics Cloud

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

Both cover

  • Snowflake
  • Web support
  • Cloud support

What people use each for

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

Lightdash

  • Self-service analytics
  • Data exploration
  • Ad-hoc reporting
  • Collaborative analysis
  • Embedded analytics

Oracle Analytics Cloud

  • Self-service analytics
  • Data exploration
  • Ad-hoc reporting
  • Collaborative analysis
  • Embedded analytics

Both are used for self-service analytics, data exploration, ad-hoc reporting, collaborative analysis, embedded analytics, on those jobs the choice comes down to price and fit rather than capability.

Where each one falls short

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

Lightdash

  • Requires existing dbt infrastructure, not suitable for teams without data models
  • Enterprise features and AI agents unavailable in open-source MIT-licensed core

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

Lightdash

Free
  • Open SourceFree
    • MIT-licensed core
    • Self-hostable
    • dbt integration
  • Cloud Managed$undefined/mo
    • Managed hosting
    • Premium features
    • AI agent capabilities

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 Lightdash if

  • You need dbt integration.
  • You want to start without paying.
  • You work on Web, Cloud (managed), Self-hosted (on-premise).
  • You also want metrics layer.
Lightdash review

Choose Oracle Analytics Cloud if

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

Questions people ask

Is Lightdash or Oracle Analytics Cloud better?
Neither clearly leads. Lightdash 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, Lightdash or Oracle Analytics Cloud?
Lightdash has a free tier; the other does not. Paid plans start at Free for Lightdash and $16/month for Oracle Analytics Cloud.
Does Lightdash or Oracle Analytics Cloud run on more platforms?
Lightdash runs on Web, Cloud (managed), Self-hosted (on-premise). Oracle Analytics Cloud runs on Web.
Can I use Lightdash for free?
Yes. Lightdash has a free tier, so you can try it without paying. Oracle Analytics Cloud starts at $16/month.
What is Lightdash best used for?
Lightdash is most often used for self-service analytics, data exploration, ad-hoc reporting, collaborative analysis.
What can Lightdash do that Oracle Analytics Cloud cannot?
Lightdash covers dbt Integration, Metrics Layer, Dashboards, Scheduling. Oracle Analytics Cloud covers Self-service Analytics, Augmented Analytics, Data Preparation, Natural Language. Both handle Snowflake, Web support, Cloud support.

Answered from the vendors’ own pages

Lightdash: Is Lightdash free?

Yes. Lightdash is free and open source under the MIT license. Self-hosting is completely free. Managed cloud services and enterprise features require separate licensing.

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
Lightdash: How does Lightdash integrate with dbt?

Lightdash reads dbt models and metric definitions directly. A team defines metrics once in dbt and reuses them across dashboards, exploration, and AI agents without redefinition.

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
Lightdash: Does Lightdash support SQL queries?

Yes. As a modern BI platform for analysts, Lightdash supports full SQL capabilities alongside dbt model exploration and visual query builders.

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
Lightdash: What are Lightdash AI agents?

Lightdash AI agents, available on paid plans, allow natural language queries against your data, generating SQL and visualizations automatically from questions.

Source
Lightdash: Can Lightdash be self-hosted?

Yes. Lightdash's MIT-licensed core is completely self-hostable and free. Enterprise features and AI agents ship under separate licensing.

Source
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