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Machine Learning · head to head

Dataiku vs EZOfficeInventory

Dataiku logo

Dataiku

Machine Learning

Browser-based platform where visual data preparation and written code share one pipeline

From
Free
Rated
-
Full reviewWebsite
EZOfficeInventory logo

EZOfficeInventory

Inventory

Asset and inventory tracking for enterprises

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Dataiku visual recipes are stored as Dataiku's own configuration and do not export as runnable SQL or Python, so a Flow with hundreds of visual steps has to be rebuilt from scratch if the organisation ever leaves, and that cost rises with every project added.; EZOfficeInventory pricing base example of 300 tracked items, scales upward for higher counts
  • They diverge on capability: Dataiku covers Visual Flow, EZOfficeInventory covers Asset tracking.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Dataiku and EZOfficeInventory actually diverge.

Attributes where Dataiku and EZOfficeInventory differ
AttributeDataikuEZOfficeInventory
Pricing modelfreemiumsubscription
PlatformsLinux, Mac, Windows, WebWeb, Mobile app, Cloud-based
CategoryMachine LearningInventory
Founded20132011

Identical on both: starting price (Free), free tier (Yes), 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 Dataiku

  • Visual Flow
  • Visual recipes
  • Code recipes and notebooks
  • Computation pushdown
  • Automated machine learning
  • Scenarios
  • Node topology
  • Governance features

Only in EZOfficeInventory

  • Asset tracking
  • Maintenance scheduling
  • Check-in/out
  • Depreciation tracking
  • Zendesk
  • JIRA
  • Salesforce
  • ServiceNow

What people use each for

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

Dataiku

  • Organisations where analysts and data scientists must collaborate on the same pipeline rather than exchanging extractsnot EZOfficeInventory
  • Regulated model risk environments needing documented lineage, sign-off and a record of how a production model was producednot EZOfficeInventory
  • Pushing heavy transformations down into a cloud warehouse while keeping the pipeline definition in one reviewable placenot EZOfficeInventory
  • Large enterprises replacing a sprawl of spreadsheets and unmanaged scripts with something a governance function will acceptnot EZOfficeInventory

EZOfficeInventory

  • Asset lifecyclenot Dataiku
  • Equipment maintenancenot Dataiku
  • Tool trackingnot Dataiku
  • Compliance managementnot Dataiku

Where each one falls short

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

Dataiku

  • Visual recipes are stored as Dataiku's own configuration and do not export as runnable SQL or Python, so a Flow with hundreds of visual steps has to be rebuilt from scratch if the organisation ever leaves, and that cost rises with every project added.
  • Production requires separate automation and API nodes, each installed and licensed, so the figure quoted for building models is not the figure for running them.
  • Licensing is per user across tiers, and the lower tiers are constrained enough that occasional contributors frequently end up needing a full seat, which makes a wide rollout cost more than the initial estimate suggested.
  • A self-hosted installation needs a dedicated administrator for upgrades, connection management, permissions and node topology, so the licence is a fraction of the real cost of ownership.
  • Computation pushes down to the warehouse or Spark cluster where it is billed by that provider, so a platform sold on making analysts self-sufficient can generate a large warehouse bill that nobody attributes back to it.

EZOfficeInventory

  • Pricing base example of 300 tracked items, scales upward for higher counts
  • CMMS features priced separately by admin user
  • Enterprise requires custom quote

Pricing, plan by plan

Dataiku

Free
  • Free EditionFree
    • Single user
    • Core features
  • EnterpriseFree
    • Full platform
    • Collaboration
    • MLOps

EZOfficeInventory

Free
  • Essential$63.55/month
    • Up to 5,000 stock units
    • Unlimited users (fair usage)
    • Asset tracking
  • Advanced$85.51/month
    • Up to 15,000 stock units
    • Unlimited users
    • All Essential features plus unlimited locations
  • Premium$100.88/month
    • Up to 30,000 stock units
    • Unlimited users
    • All Advanced features plus Request Portal
  • Enterprise$null/custom
    • Unlimited stock units
    • Unlimited users
    • All Premium features plus offline mode

Which should you pick?

Choose Dataiku if

  • You need visual flow.
  • You want to start without paying.
  • You work on Linux, Mac, Windows, Web.
  • You also want visual recipes.
Dataiku review

Choose EZOfficeInventory if

  • You need asset tracking.
  • You want to start without paying.
  • You work on Web, Mobile app, Cloud-based.
  • You also want maintenance scheduling.
EZOfficeInventory review

Questions people ask

Is Dataiku or EZOfficeInventory better?
Neither clearly leads. Dataiku starts at Free and EZOfficeInventory at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Dataiku or EZOfficeInventory?
Dataiku starts at Free and EZOfficeInventory at Free.
Does Dataiku or EZOfficeInventory run on more platforms?
Dataiku runs on Linux, Mac, Windows, Web. EZOfficeInventory runs on Web, Mobile app, Cloud-based.
Can I use Dataiku for free?
Both have a free tier, so you can try either at no cost before committing.
What is Dataiku best used for?
Dataiku is most often used for organisations where analysts and data scientists must collaborate on the same pipeline rather than exchanging extracts, regulated model risk environments needing documented lineage, sign-off and a record of how a production model was produced, pushing heavy transformations down into a cloud warehouse while keeping the pipeline definition in one reviewable place, large enterprises replacing a sprawl of spreadsheets and unmanaged scripts with something a governance function will accept. Of those, organisations where analysts and data scientists must collaborate on the same pipeline rather than exchanging extracts and regulated model risk environments needing documented lineage, sign-off and a record of how a production model was produced are not what EZOfficeInventory is typically brought in for.
What can Dataiku do that EZOfficeInventory cannot?
Dataiku covers Visual Flow, Visual recipes, Code recipes and notebooks, Computation pushdown. EZOfficeInventory covers Asset tracking, Maintenance scheduling, Check-in/out, Depreciation tracking.

Answered from the vendors’ own pages

Dataiku: Is there a free version?

There is a free edition with limits on users and features, adequate for evaluation and personal work. Anything a team runs in production is a negotiated commercial agreement.

EZOfficeInventory: What are the EZO Inventory plans and pricing?

EZO offers Essential ($63.55/month for 5,000 units), Advanced ($85.51/month for 15,000 units), Premium ($100.88/month for 30,000 units), and Enterprise (custom pricing for unlimited units). Pricing is based on tracked item count with example of 300 items.

Source
Dataiku: Do I have to write code to use it?

No. That is the premise. An analyst can build a complete pipeline through visual recipes, and a data scientist can write Python next to it in the same Flow.

EZOfficeInventory: Does EZO Inventory include a free trial?

All Essential, Advanced, and Premium plans include a free 15-day trial with no credit card required upfront.

Source
Dataiku: Where does the computation actually run?

Wherever you connect it. Transformations are pushed down into the warehouse, database or Spark cluster where the data lives, which is efficient and also means the compute cost appears on that provider's bill rather than Dataiku's.

EZOfficeInventory: Do all EZO plans include unlimited users?

All plans include unlimited users under a fair usage policy, with no per-seat charges for standard roles. CMMS features are priced separately by admin user for Advanced and higher tiers.

Source
Dataiku: Can I export my work if we leave?

Code recipes are your code and leave with you. Visual recipes do not export as equivalent code, so the visual portion of a Flow has to be reimplemented, and that portion tends to be the majority in the projects where the platform succeeded best.

EZOfficeInventory: What is the difference between EZO Premium and Enterprise tiers?

Premium tier ($100.88/month) supports up to 30,000 stock units and includes AI-powered features, automations, and optional CMMS add-on. Enterprise tier (custom pricing) supports unlimited units, includes offline mode, dispatch, telematics, private cloud, and dedicated account manager.

Source
Dataiku: Self-hosted or cloud?

Both are offered. Self-hosting gives control over data residency and networking and requires an administrator; the managed cloud removes that work and moves the constraint to what the vendor's environment supports.

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