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Machine Learning · head to head

Databricks vs Unleashed

Databricks logo

Databricks

Machine Learning

Unified analytics platform for data engineering and data science

From
Free
Rated
-
Full reviewWebsite
Unleashed logo

Unleashed

Inventory

Cloud inventory management for manufacturers

From
On request
Rated
-
Full reviewWebsite

The short version

  • Only Databricks has a free tier, so it costs nothing to try first.
  • Each has a real cost: Databricks cloud compute is billed separately by the cloud provider on top of Databricks DBU charges; Unleashed limited reporting customization for specific business metrics
  • They diverge on capability: Databricks covers Delta Lake, Unleashed covers Real-time inventory.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Databricks and Unleashed actually diverge.

Attributes where Databricks and Unleashed differ
AttributeDatabricksUnleashed
Starting priceFreeOn request
Pricing modelusage-basedsubscription
Free tierYesNo
PlatformsWeb, Aws, Azure, GcpWeb, iOS, Android
CategoryMachine LearningInventory

Identical on both: user rating (Not yet rated), founded (2013).

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 Databricks

  • Delta Lake
  • Apache Spark
  • MLflow
  • Unity Catalog
  • Photon Engine
  • Collaborative Notebooks
  • Auto-scaling
  • AWS

Only in Unleashed

  • Real-time inventory
  • Production management
  • Batch tracking
  • Serial number tracking
  • Xero
  • QuickBooks
  • Shopify
  • WooCommerce

Both cover

  • Web support

What people use each for

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

Databricks

  • Running Spark data engineering pipelines on managed clustersnot Unleashed
  • Building a lakehouse over data in cloud object storagenot Unleashed
  • Training and serving machine learning models alongside the datanot Unleashed

Unleashed

  • Production planningnot Databricks
  • Batch trackingnot Databricks
  • Stock managementnot Databricks
  • Manufacturing analyticsnot Databricks

Where each one falls short

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

Databricks

  • Cloud compute is billed separately by the cloud provider on top of Databricks DBU charges
  • The free trial lasts 14 days
  • Discounts require a Committed Use Contract, with larger commitments needed for larger discounts
  • Azure Databricks pricing is set by Microsoft rather than by Databricks
  • Security and compliance capabilities are sold as separate platform add ons rather than included in the base rate

Unleashed

  • Limited reporting customization for specific business metrics
  • Cannot edit invoices once they are complete
  • Mobile app has limited functionality compared to desktop version
  • Advanced features like demand forecasting and bin-level stock tracking are missing or require higher-tier packages

Pricing, plan by plan

Databricks

Free
  • Community EditionFree
    • Limited cluster
    • Notebook environment
    • Community support
  • Standard$0.07/DBU
    • Jobs compute
    • SQL compute
    • Standard support

Unleashed

On request
  • Small$129/month
    • Core inventory
    • 5 users
    • Email support
  • Medium$279/month
    • Advanced features
    • 15 users
    • Priority support
  • Large$549/month
    • Full features
    • Unlimited users
    • Dedicated support

Which should you pick?

Choose Databricks if

  • You need delta lake.
  • You want to start without paying.
  • You work on Web, Aws, Azure, Gcp.
  • You also want apache spark.
Databricks review

Choose Unleashed if

  • You need real-time inventory.
  • You work on Web, iOS, Android.
  • You also want production management.
Unleashed review

Questions people ask

Is Databricks or Unleashed better?
Neither clearly leads. Databricks starts at Free and Unleashed at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Databricks or Unleashed?
Databricks has a free tier; the other does not. Paid plans start at Free for Databricks and On request for Unleashed.
Does Databricks or Unleashed run on more platforms?
Databricks runs on Web, Aws, Azure, Gcp. Unleashed runs on Web, iOS, Android.
Can I use Databricks for free?
Yes. Databricks has a free tier, so you can try it without paying. Unleashed starts at On request.
What is Databricks best used for?
Databricks is most often used for running spark data engineering pipelines on managed clusters, building a lakehouse over data in cloud object storage, training and serving machine learning models alongside the data. Of those, running spark data engineering pipelines on managed clusters and building a lakehouse over data in cloud object storage are not what Unleashed is typically brought in for.
What can Databricks do that Unleashed cannot?
Databricks covers Delta Lake, Apache Spark, MLflow, Unity Catalog. Unleashed covers Real-time inventory, Production management, Batch tracking, Serial number tracking. Both handle Web support.

Answered from the vendors’ own pages

Databricks: How is Databricks priced?

Databricks bills pay as you go with no up front cost, charging per second for the products used. Consumption is measured in Databricks Units, a normalised unit of processing power on the platform.

Source
Unleashed: What are Unleashed's pricing plans?

Unleashed offers Core at $399/month and Pro at $729/month, with annual billing saving up to 10%. Additional modules like Warehouse Management ($149/mo) and Production ($69/mo) are available as add-ons.

Source
Databricks: Does Databricks publish a per DBU price?

Not on its main pricing page. Rates vary by product and instance type, and Databricks directs buyers to individual product pricing pages and a calculator rather than listing a single figure.

Source
Unleashed: What accounting software does Unleashed integrate with?

Unleashed integrates seamlessly with Xero and QuickBooks, as well as various e-commerce and point-of-sale systems. However, integration with some platforms like Magento 2 has been reported as problematic.

Source
Databricks: Does the Databricks price include cloud costs?

No. Databricks states that if you configure it to work with your own cloud account, your cloud provider still charges you separately for the underlying resources.

Source
Databricks: Can I get a discount on Databricks?

Databricks offers Committed Use Contracts, where larger usage commitments earn greater benefits, including options to use commitments flexibly across multiple clouds.

Source
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