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Machine Learning & Data Science · head to head

Databricks vs Megaventory

Databricks logo

Databricks

Machine Learning & Data Science

Unified analytics platform for data engineering and data science

From
Free
Rated
-
Full reviewWebsite
Megaventory logo

Megaventory

Inventory Management

Order and inventory management for SMBs

From
$135/month
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; Megaventory pro plan limited to 5 standard users; additional users cost $45 per month each (up to 35 total)
  • They diverge on capability: Databricks covers Delta Lake, Megaventory covers Inventory tracking.

Where they differ

Only the attributes on which Databricks and Megaventory actually diverge.

Attributes where Databricks and Megaventory differ
AttributeDatabricksMegaventory
Starting priceFree$135/month
Pricing modelusage-basedsubscription
Free tierYesNo
PlatformsWeb, Aws, Azure, GcpWeb
CategoryMachine Learning & Data ScienceInventory Management
Founded20132010

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 Databricks

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

Only in Megaventory

  • Inventory tracking
  • Order management
  • Manufacturing
  • Multi-location
  • WooCommerce
  • Shopify
  • Magento
  • QuickBooks

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 Megaventory
  • Building a lakehouse over data in cloud object storagenot Megaventory
  • Training and serving machine learning models alongside the datanot Megaventory

Megaventory

  • Small inventory operations with Pro plan's 50,000 transaction capacity and 5 usersnot Databricks
  • Multi-location inventory management across up to 20 locations with Pro plannot Databricks
  • Growing businesses requiring custom plans beyond Pro specifications via Enterprise tiernot 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

Megaventory

  • Pro plan limited to 5 standard users; additional users cost $45 per month each (up to 35 total)
  • Pro plan limited to 50,000 transactions; additional capacity requires $45 per month per 25,000 transaction increment
  • Pro plan supports only 20 locations, 20,000 products, and 20,000 clients
  • Enterprise plans require custom contact for pricing above base Pro tier specifications

Pricing, plan by plan

Databricks

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

Megaventory

$135/month

No published plan breakdown. See the Megaventory review.

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 Megaventory if

  • You need inventory tracking.
  • You also want order management.
Megaventory review

Questions people ask

Is Databricks or Megaventory better?
Neither clearly leads. Databricks starts at Free and Megaventory at $135/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Databricks or Megaventory?
Databricks has a free tier; the other does not. Paid plans start at Free for Databricks and $135/month for Megaventory.
Does Databricks or Megaventory run on more platforms?
Databricks runs on Web, Aws, Azure, Gcp. Megaventory runs on Web.
Can I use Databricks for free?
Yes. Databricks has a free tier, so you can try it without paying. Megaventory starts at $135/month.
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 Megaventory is typically brought in for.
What can Databricks do that Megaventory cannot?
Databricks covers Delta Lake, Apache Spark, MLflow, Unity Catalog. Megaventory covers Inventory tracking, Order management, Manufacturing, Multi-location. Both handle Web support.
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