Softwr

Business Intelligence · head to head

Jedox vs Lightdash

Jedox logo

Jedox

Business Intelligence

Excel-native planning and OLAP modelling for finance teams that refuse to leave spreadsheets

From
On request
Rated
-
Full reviewWebsite
Lightdash logo

Lightdash

Business Intelligence

Open-source BI for dbt users

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Lightdash has a free tier, so it costs nothing to try first.
  • Each has a real cost: Jedox cube modelling is a specialist skill closer to IBM TM1 than to a modern SaaS planning tool, so most customers depend on a partner or a single internal expert whose departure leaves the model unmaintainable.; Lightdash requires existing dbt infrastructure, not suitable for teams without data models
  • They diverge on capability: Jedox covers In-memory OLAP cube, Lightdash covers dbt Integration.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Jedox and Lightdash actually diverge.

Attributes where Jedox and Lightdash differ
AttributeJedoxLightdash
Starting priceOn requestFree
Pricing modelquoteUnknown
Free tierNoYes
PlatformsWeb, Windows, Linux, CloudWeb, Cloud (managed), Self-hosted (on-premise)
FoundedUnknown2021

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 Jedox

  • In-memory OLAP cube
  • Excel add-in
  • Web spreadsheet
  • Integrator ETL
  • Workflow and approvals
  • AIssisted planning
  • Financial consolidation
  • Report designer

Only in Lightdash

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

What people use each for

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

Jedox

  • A manufacturer whose budget process is hundreds of Excel files emailed between plants and needs one governed cube without retraining plant controllersnot Lightdash
  • A mid-market group doing statutory consolidation and management reporting on the same data instead of in two systemsnot Lightdash
  • A finance team that priced IBM Planning Analytics, found it unaffordable, and still wants cube-based modellingnot Lightdash
  • A retailer running driver-based sales and workforce plans that must reconcile to the financial budgetnot Lightdash

Lightdash

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

Where each one falls short

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

Jedox

  • Cube modelling is a specialist skill closer to IBM TM1 than to a modern SaaS planning tool, so most customers depend on a partner or a single internal expert whose departure leaves the model unmaintainable.
  • Almost every deployment carries a partner implementation fee that frequently matches or exceeds the first year of licence, and that cost never appears in the vendor comparison you are shown.
  • The Excel add-in is the strongest client, which means Mac-based and browser-only users get a materially thinner experience than the Windows majority.
  • Dashboards and visual analytics are weaker than dedicated BI tools, so organisations typically keep Power BI or Tableau alongside Jedox and pay for both.
  • Insight Partners took a majority stake in 2021, and the pressure toward a cloud subscription base has meant self-managed customers see new capability later than cloud ones.

Lightdash

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

Pricing, plan by plan

Jedox

On request
  • Jedox$undefined/year
    • Named user subscription, tiered by user count
    • Cloud or self-managed deployment
    • Modules priced separately for consolidation and add-ons

Lightdash

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

Which should you pick?

Choose Jedox if

  • You need in-memory olap cube.
  • You work on Web, Windows, Linux, Cloud.
  • You also want excel add-in.
Jedox review

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

Questions people ask

Is Jedox or Lightdash better?
Neither clearly leads. Jedox starts at On request and Lightdash at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Jedox or Lightdash?
Lightdash has a free tier; the other does not. Paid plans start at On request for Jedox and Free for Lightdash.
Does Jedox or Lightdash run on more platforms?
Jedox runs on Web, Windows, Linux, Cloud. Lightdash runs on Web, Cloud (managed), Self-hosted (on-premise).
Can I use Lightdash for free?
Yes. Lightdash has a free tier, so you can try it without paying. Jedox starts at On request.
What is Jedox best used for?
Jedox is most often used for a manufacturer whose budget process is hundreds of excel files emailed between plants and needs one governed cube without retraining plant controllers, a mid-market group doing statutory consolidation and management reporting on the same data instead of in two systems, a finance team that priced ibm planning analytics, found it unaffordable, and still wants cube-based modelling, a retailer running driver-based sales and workforce plans that must reconcile to the financial budget. Of those, a manufacturer whose budget process is hundreds of excel files emailed between plants and needs one governed cube without retraining plant controllers and a mid-market group doing statutory consolidation and management reporting on the same data instead of in two systems are not what Lightdash is typically brought in for.
What can Jedox do that Lightdash cannot?
Jedox covers In-memory OLAP cube, Excel add-in, Web spreadsheet, Integrator ETL. Lightdash covers dbt Integration, Metrics Layer, Dashboards, Scheduling.

Answered from the vendors’ own pages

Jedox: Does Jedox publish pricing?

No. It is quoted per named user with tiering by volume, and modules such as consolidation are priced separately.

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
Jedox: Is Jedox a BI tool or a planning tool?

A planning tool with reporting attached. Organisations almost always keep a separate BI tool for visual analysis.

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
Jedox: Can it run on premises?

Yes, on Windows or Linux, though the vendor pushes cloud and self-managed customers receive features later.

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
Jedox: How does it compare to IBM Planning Analytics?

Similar cube architecture at a lower price point, with a friendlier web layer and a smaller partner ecosystem.

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
Share

Related pages

More on Jedox

More on Lightdash

Keep looking

Other head to heads