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Databases · head to head

Apache Druid vs Jedox

Apache Druid logo

Apache Druid

Databases

Real-time analytics database for sub-second OLAP queries

From
Free
Rated
-
Full reviewWebsite
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

The short version

  • Only Apache Druid has a free tier, so it costs nothing to try first.
  • Each has a real cost: Apache Druid open-source offering lacks high-availability, distributed architecture, and enterprise security features; 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.
  • They diverge on capability: Apache Druid covers Real-time Ingestion, Jedox covers In-memory OLAP cube.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Apache Druid and Jedox actually diverge.

Attributes where Apache Druid and Jedox differ
AttributeApache DruidJedox
Starting priceFreeOn request
Pricing modelopen-sourcequote
Free tierYesNo
PlatformsDocker, Kubernetes, Native deployment (Java-based)Web, Windows, Linux, Cloud
CategoryDatabasesBusiness Intelligence
Founded1999Unknown

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 Apache Druid

  • Real-time Ingestion
  • Sub-second Queries
  • Column-oriented Storage
  • Streaming Integration
  • Approximate Algorithms
  • Flexible Schemas
  • Time-based Partitioning
  • Kafka

Only in Jedox

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

What people use each for

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

Apache Druid

  • Real-time analytics platforms ingesting millions of events per second from streaming sourcesnot Jedox
  • Applications requiring sub-second queries over high-cardinality datasets (billions to trillions of rows)not Jedox
  • Time-series and event analysis at massive scale with columnar storage efficiencynot Jedox

Jedox

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

Where each one falls short

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

Apache Druid

  • Open-source offering lacks high-availability, distributed architecture, and enterprise security features
  • Requires native integration with Apache Kafka or Amazon Kinesis for real-time ingestion; custom integrations need development
  • High-concurrency query support (hundreds of thousands QPS) requires significant cluster infrastructure investment

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.

Pricing, plan by plan

Apache Druid

Free

No published plan breakdown. See the Apache Druid review.

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

Which should you pick?

Choose Apache Druid if

  • You need real-time ingestion.
  • You want to start without paying.
  • You work on Docker, Kubernetes, Native deployment (Java-based).
  • You also want sub-second queries.
Apache Druid review

Choose Jedox if

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

Questions people ask

Is Apache Druid or Jedox better?
Neither clearly leads. Apache Druid starts at Free and Jedox at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Apache Druid or Jedox?
Apache Druid has a free tier; the other does not. Paid plans start at Free for Apache Druid and On request for Jedox.
Does Apache Druid or Jedox run on more platforms?
Apache Druid runs on Docker, Kubernetes, Native deployment (Java-based). Jedox runs on Web, Windows, Linux, Cloud.
Can I use Apache Druid for free?
Yes. Apache Druid has a free tier, so you can try it without paying. Jedox starts at On request.
What is Apache Druid best used for?
Apache Druid is most often used for real-time analytics platforms ingesting millions of events per second from streaming sources, applications requiring sub-second queries over high-cardinality datasets (billions to trillions of rows), time-series and event analysis at massive scale with columnar storage efficiency. Of those, real-time analytics platforms ingesting millions of events per second from streaming sources and applications requiring sub-second queries over high-cardinality datasets (billions to trillions of rows) are not what Jedox is typically brought in for.
What can Apache Druid do that Jedox cannot?
Apache Druid covers Real-time Ingestion, Sub-second Queries, Column-oriented Storage, Streaming Integration. Jedox covers In-memory OLAP cube, Excel add-in, Web spreadsheet, Integrator ETL.

Answered from the vendors’ own pages

Apache Druid: Is Apache Druid free to use?

Apache Druid is an open-source project with no licensing fees. It is licensed under CC BY-SA 4.0, and the Druid name and logo are trademarks of The Apache Software Foundation.

Source
Jedox: Does Jedox publish pricing?

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

Apache Druid: Can I use Apache Druid for commercial purposes?

Yes, Apache Druid is open-source software available for commercial use at no cost. The CC BY-SA 4.0 license permits commercial deployment.

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.

Apache Druid: Where do I find pricing for commercial support or services?

No pricing or support tiers are published on the Apache Druid homepage. For commercial support options, contact the Apache Druid community or consult additional resources beyond the project website.

Source
Jedox: Can it run on premises?

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

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.

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