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Inventory Management · head to head

Acumatica vs Databricks

Acumatica logo

Acumatica

Inventory Management

Cloud ERP for modern distributed businesses

From
On request
Rated
-
Full reviewWebsite
Databricks logo

Databricks

Machine Learning & Data Science

Unified analytics platform for data engineering and data science

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Databricks has a free tier, so it costs nothing to try first.
  • Each has a real cost: Acumatica pricing is not published; the vendor directs buyers to a pricing review or an industry calculator instead; Databricks cloud compute is billed separately by the cloud provider on top of Databricks DBU charges
  • They diverge on capability: Acumatica covers Financial management, Databricks covers Delta Lake.

Where they differ

Only the attributes on which Acumatica and Databricks actually diverge.

Attributes where Acumatica and Databricks differ
AttributeAcumaticaDatabricks
Starting priceOn requestFree
Pricing modelquoteusage-based
Free tierNoYes
PlatformsWebWeb, Aws, Azure, Gcp
CategoryInventory ManagementMachine Learning & Data Science
Founded20052013

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 Acumatica

  • Financial management
  • Inventory
  • Order management
  • Manufacturing
  • CRM
  • Acumatica mobile
  • Business intelligence
  • Custom integrations

Only in Databricks

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

Both cover

  • Web support

What people use each for

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

Acumatica

  • ERP for construction, manufacturing and distribution businessesnot Databricks
  • Deployments where user count is high relative to transaction volume, since licensing is resource-based rather than per seatnot Databricks
  • Cloud or on-premises ERP depending on the deployment licence chosennot Databricks

Databricks

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

Where each one falls short

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

Acumatica

  • Pricing is not published; the vendor directs buyers to a pricing review or an industry calculator instead
  • Cost is driven by transaction volume, data storage and resource levels, so spend rises with business activity rather than staying fixed
  • Charged per application implemented, so adding a module changes the price

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

Pricing, plan by plan

Acumatica

On request

No published plan breakdown. See the Acumatica review.

Databricks

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

Which should you pick?

Choose Acumatica if

  • You need financial management.
  • You also want inventory.
Acumatica review

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

Questions people ask

Is Acumatica or Databricks better?
Neither clearly leads. Acumatica starts at On request and Databricks at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Acumatica or Databricks?
Databricks has a free tier; the other does not. Paid plans start at On request for Acumatica and Free for Databricks.
Does Acumatica or Databricks run on more platforms?
Acumatica runs on Web. Databricks runs on Web, Aws, Azure, Gcp.
Can I use Databricks for free?
Yes. Databricks has a free tier, so you can try it without paying. Acumatica starts at On request.
What is Acumatica best used for?
Acumatica is most often used for erp for construction, manufacturing and distribution businesses, deployments where user count is high relative to transaction volume, since licensing is resource-based rather than per seat, cloud or on-premises erp depending on the deployment licence chosen. Of those, erp for construction, manufacturing and distribution businesses and deployments where user count is high relative to transaction volume, since licensing is resource-based rather than per seat are not what Databricks is typically brought in for.
What can Acumatica do that Databricks cannot?
Acumatica covers Financial management, Inventory, Order management, Manufacturing. Databricks covers Delta Lake, Apache Spark, MLflow, Unity Catalog. Both handle Web support.
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