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Machine Learning & Data Science · head to head

Databricks vs Lightspeed Retail

Databricks logo

Databricks

Machine Learning & Data Science

Unified analytics platform for data engineering and data science

From
Free
Rated
-
Full reviewWebsite
Lightspeed Retail logo

Lightspeed Retail

Inventory Management

Point of sale and retail management system

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

Where they differ

Only the attributes on which Databricks and Lightspeed Retail actually diverge.

Attributes where Databricks and Lightspeed Retail differ
AttributeDatabricksLightspeed Retail
Starting priceFree$89/month
Pricing modelusage-basedUnknown
Free tierYesNo
PlatformsWeb, Aws, Azure, GcpWeb, iPad, Cloud-based
CategoryMachine Learning & Data ScienceInventory Management
Founded20132005

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 Lightspeed Retail

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

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

Lightspeed Retail

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

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

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

Pricing, plan by plan

Databricks

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

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

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 Lightspeed Retail if

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

Questions people ask

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

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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