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Machine Learning & Data Science · head to head

Apache Spark MLlib vs Unleashed

Apache Spark MLlib logo

Apache Spark MLlib

Machine Learning & Data Science

Scalable machine learning on Apache Spark

From
Free
Rated
-
Full reviewWebsite
Unleashed logo

Unleashed

Inventory Management

Cloud inventory management for manufacturers

From
On request
Rated
-
Full reviewWebsite

The short version

  • Only Apache Spark MLlib has a free tier, so it costs nothing to try first.
  • Each has a real cost: Apache Spark MLlib apache Spark MLlib is Apache 2.0 licensed and free with no paid tier from the Apache project itself; SLA-backed support has to be sourced from a third party such as a managed Spark vendor rather than from Apache.; Unleashed limited reporting customization for specific business metrics
  • They diverge on capability: Apache Spark MLlib covers Classification, Unleashed covers Real-time inventory.

Where they differ

Only the attributes on which Apache Spark MLlib and Unleashed actually diverge.

Attributes where Apache Spark MLlib and Unleashed differ
AttributeApache Spark MLlibUnleashed
Starting priceFreeOn request
Pricing modelopen-sourcesubscription
Free tierYesNo
PlatformsLinux, macOS, WindowsWeb, iOS, Android
CategoryMachine Learning & Data ScienceInventory Management
Founded19992013

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 Spark MLlib

  • Classification
  • Regression
  • Clustering
  • Collaborative filtering
  • Feature engineering
  • Apache Spark
  • Hadoop
  • Kafka

Only in Unleashed

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

What people use each for

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

Apache Spark MLlib

  • Large-scale distributed machine learning on Spark clustersnot Unleashed
  • Classification and regression with decision trees, random forests, gradient-boosted treesnot Unleashed
  • Clustering with K-means and Gaussian Mixture Modelsnot Unleashed

Unleashed

  • Production planningnot Apache Spark MLlib
  • Batch trackingnot Apache Spark MLlib
  • Stock managementnot Apache Spark MLlib
  • Manufacturing analyticsnot Apache Spark MLlib

Where each one falls short

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

Apache Spark MLlib

  • Apache Spark MLlib is Apache 2.0 licensed and free with no paid tier from the Apache project itself; SLA-backed support has to be sourced from a third party such as a managed Spark vendor rather than from Apache.

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

Apache Spark MLlib

Free

No published plan breakdown. See the Apache Spark MLlib review.

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 Apache Spark MLlib if

  • You need classification.
  • You want to start without paying.
  • You work on Linux, macOS, Windows.
  • You also want regression.
Apache Spark MLlib 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 Apache Spark MLlib or Unleashed better?
Neither clearly leads. Apache Spark MLlib 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, Apache Spark MLlib or Unleashed?
Apache Spark MLlib has a free tier; the other does not. Paid plans start at Free for Apache Spark MLlib and On request for Unleashed.
Does Apache Spark MLlib or Unleashed run on more platforms?
Apache Spark MLlib runs on Linux, macOS, Windows. Unleashed runs on Web, iOS, Android.
Can I use Apache Spark MLlib for free?
Yes. Apache Spark MLlib has a free tier, so you can try it without paying. Unleashed starts at On request.
What is Apache Spark MLlib best used for?
Apache Spark MLlib is most often used for large-scale distributed machine learning on spark clusters, classification and regression with decision trees, random forests, gradient-boosted trees, clustering with k-means and gaussian mixture models. Of those, large-scale distributed machine learning on spark clusters and classification and regression with decision trees, random forests, gradient-boosted trees are not what Unleashed is typically brought in for.
What can Apache Spark MLlib do that Unleashed cannot?
Apache Spark MLlib covers Classification, Regression, Clustering, Collaborative filtering. Unleashed covers Real-time inventory, Production management, Batch tracking, Serial number tracking.

Answered from the vendors’ own pages

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
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
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Related pages

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