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Business Intelligence · head to head

Lightdash vs SAP Analytics Cloud

Lightdash logo

Lightdash

Business Intelligence

Open-source BI for dbt users

From
Free
Rated
-
Full reviewWebsite
SAP Analytics Cloud logo

SAP Analytics Cloud

Inventory

Enterprise inventory analytics and planning

From
On request
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; SAP Analytics Cloud high implementation costs and complexity for large enterprises
  • They diverge on capability: Lightdash covers dbt Integration, SAP Analytics Cloud covers Advanced analytics.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Lightdash and SAP Analytics Cloud actually diverge.

Attributes where Lightdash and SAP Analytics Cloud differ
AttributeLightdashSAP Analytics Cloud
Starting priceFreeOn request
Pricing modelUnknownsubscription
Free tierYesNo
PlatformsWeb, Cloud (managed), Self-hosted (on-premise)Cloud
CategoryBusiness IntelligenceInventory
Founded20211972

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 Lightdash

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

Only in SAP Analytics Cloud

  • Advanced analytics
  • Demand planning
  • Inventory optimization
  • Predictive modeling
  • Supply chain visibility
  • Real-time reporting
  • Machine learning capabilities
  • SAP ecosystem

Both cover

  • Web support

What people use each for

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

Lightdash

  • Self-service analyticsnot SAP Analytics Cloud
  • Data explorationnot SAP Analytics Cloud
  • Ad-hoc reportingnot SAP Analytics Cloud
  • Collaborative analysisnot SAP Analytics Cloud
  • Embedded analyticsnot SAP Analytics Cloud

SAP Analytics Cloud

  • Demand forecastingnot Lightdash
  • Inventory optimizationnot Lightdash
  • Supply chain analyticsnot Lightdash
  • Predictive planningnot Lightdash

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

SAP Analytics Cloud

  • High implementation costs and complexity for large enterprises
  • Requires significant data governance and planning infrastructure

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

SAP Analytics Cloud

On request
  • Standard$5000/month
    • Core analytics
    • 20 users
    • Standard support
  • Premium$10000/month
    • Advanced planning
    • 30 users
    • Priority support
  • Enterprise$20000/month
    • Full suite
    • Unlimited users
    • Dedicated 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 SAP Analytics Cloud if

  • You need advanced analytics.
  • You work on Cloud.
  • You also want demand planning.
SAP Analytics Cloud review

Questions people ask

Is Lightdash or SAP Analytics Cloud better?
Neither clearly leads. Lightdash starts at Free and SAP Analytics Cloud at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Lightdash or SAP Analytics Cloud?
Lightdash has a free tier; the other does not. Paid plans start at Free for Lightdash and On request for SAP Analytics Cloud.
Does Lightdash or SAP Analytics Cloud run on more platforms?
Lightdash runs on Web, Cloud (managed), Self-hosted (on-premise). SAP Analytics Cloud runs on Cloud.
Can I use Lightdash for free?
Yes. Lightdash has a free tier, so you can try it without paying. SAP Analytics Cloud starts at On request.
What is Lightdash best used for?
Lightdash is most often used for self-service analytics, data exploration, ad-hoc reporting, collaborative analysis. Of those, self-service analytics and data exploration are not what SAP Analytics Cloud is typically brought in for.
What can Lightdash do that SAP Analytics Cloud cannot?
Lightdash covers dbt Integration, Metrics Layer, Dashboards, Scheduling. SAP Analytics Cloud covers Advanced analytics, Demand planning, Inventory optimization, Predictive modeling. Both handle Web 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
SAP Analytics Cloud: What are the main modules in SAP Analytics Cloud?

SAP Analytics Cloud combines business intelligence (BI), enterprise planning, and predictive analytics in one solution for unified financial, supply chain, and operational planning.

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
SAP Analytics Cloud: Does SAP Analytics Cloud support AI and machine learning?

Yes, SAP Analytics Cloud includes Joule, an AI assistant that helps automate forecasts at any planning level, uncover insights, and develop business plans.

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
SAP Analytics Cloud: What data sources can I connect to SAP Analytics Cloud?

SAP Analytics Cloud supports native Snowflake connectivity, Azure SQL, and integration with SAP Datasphere for unified data management across multiple sources.

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
SAP Analytics Cloud: What planning features does SAP Analytics Cloud offer?

SAP Analytics Cloud provides enterprise planning capabilities including budgeting, forecasting, and supply chain planning with real-time data and collaborative workflows.

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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