Softwr

Inventory Management · head to head

Lightspeed Retail vs Apache Spark MLlib

Lightspeed Retail logo

Lightspeed Retail

Inventory Management

Point of sale and retail management system

From
$89/month
Rated
-
Full reviewWebsite
Apache Spark MLlib logo

Apache Spark MLlib

Machine Learning & Data Science

Scalable machine learning on Apache Spark

From
Free
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: Lightspeed Retail high pricing starts at USD 89/month (Basic plan), escalating to USD 289/month for Plus tier with advanced features; 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.
  • They diverge on capability: Lightspeed Retail covers Point of sale, Apache Spark MLlib covers Classification.

Where they differ

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

Attributes where Lightspeed Retail and Apache Spark MLlib differ
AttributeLightspeed RetailApache Spark MLlib
Starting price$89/monthFree
Pricing modelUnknownopen-source
Free tierNoYes
PlatformsWeb, iPad, Cloud-basedLinux, macOS, Windows
CategoryInventory ManagementMachine Learning & Data Science
Founded20051999

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 Lightspeed Retail

  • Point of sale
  • Inventory management
  • Customer management
  • Omnichannel selling
  • Analytics
  • Employee management
  • Loyalty programs
  • Hardware compatibility

Only in Apache Spark MLlib

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

What people use each for

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

Lightspeed Retail

No use cases recorded yet. See the Lightspeed Retail review.

Apache Spark MLlib

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

Where each one falls short

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

Lightspeed Retail

  • High pricing starts at USD 89/month (Basic plan), escalating to USD 289/month for Plus tier with advanced features
  • Limited integrations with third-party platforms, particularly challenging for Shopify inventory sync
  • Inventory synchronization issues reported with backordered products and bulk updates
  • Customer support response times can be slow despite 24/7 availability
  • System crashes and performance degradation reported during high-traffic periods

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.

Pricing, plan by plan

Lightspeed Retail

$89/month
  • Basic$89/month
    • One register
    • Integrated payments
    • Inventory management
  • Core$149/month
    • All Basic features
    • Expanded eCommerce capabilities
    • Phone support access
  • Plus$289/month
    • All Core features
    • API access
    • Custom workflows

Apache Spark MLlib

Free

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

Which should you pick?

Choose Lightspeed Retail if

  • You need point of sale.
  • You work on Web, iPad, Cloud-based.
  • You also want inventory management.
Lightspeed Retail review

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

Questions people ask

Is Lightspeed Retail or Apache Spark MLlib better?
Neither clearly leads. Lightspeed Retail starts at $89/month and Apache Spark MLlib at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Lightspeed Retail or Apache Spark MLlib?
Apache Spark MLlib has a free tier; the other does not. Paid plans start at $89/month for Lightspeed Retail and Free for Apache Spark MLlib.
Does Lightspeed Retail or Apache Spark MLlib run on more platforms?
Lightspeed Retail runs on Web, iPad, Cloud-based. Apache Spark MLlib runs on Linux, macOS, Windows.
Can I use Apache Spark MLlib for free?
Yes. Apache Spark MLlib has a free tier, so you can try it without paying. Lightspeed Retail starts at $89/month.
What can Lightspeed Retail do that Apache Spark MLlib cannot?
Lightspeed Retail covers Point of sale, Inventory management, Customer management, Omnichannel selling. Apache Spark MLlib covers Classification, Regression, Clustering, Collaborative filtering.

Answered from the vendors’ own pages

Lightspeed Retail: What payment processing rates does Lightspeed Retail charge?

Lightspeed Retail charges 1.5% for card-present payment processing via Lightspeed Payments.

Source
Lightspeed Retail: Does Lightspeed Retail offer API access?

Yes. API access and custom workflows are available in the Plus plan (USD 289/month), enabling advanced customization and integrations.

Source
Lightspeed Retail: Does Lightspeed support multi-location management?

Yes. All Lightspeed Retail plans support multi-location inventory management with centralized control, though additional location and register costs apply as businesses scale.

Source
Lightspeed Retail: What customer support options are available?

All Lightspeed Retail plans include 24/7 customer support via chat and phone for Core and Plus plans.

Source
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Related pages

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