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Machine Learning · head to head

Databricks vs Mouseflow

Databricks logo

Databricks

Machine Learning

Unified analytics platform for data engineering and data science

From
Free
Rated
-
Full reviewWebsite
Mouseflow logo

Mouseflow

Research

Session replay and heatmaps

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Databricks cloud compute is billed separately by the cloud provider on top of Databricks DBU charges; Mouseflow the free plan is 500 sessions a month, one website and one month of data retention
  • They diverge on capability: Databricks covers Delta Lake, Mouseflow covers Session Replay.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Databricks and Mouseflow actually diverge.

Attributes where Databricks and Mouseflow differ
AttributeDatabricksMouseflow
Pricing modelusage-basedsubscription
PlatformsWeb, Aws, Azure, GcpWeb
CategoryMachine LearningResearch
Founded20132009

Identical on both: starting price (Free), free tier (Yes), 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 Mouseflow

  • Session Replay
  • 6 Types of Heatmaps
  • Funnels
  • Form Analytics
  • User Feedback
  • Google Analytics
  • Segment
  • HubSpot

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

Mouseflow

  • Session replay to watch how visitors use a pagenot Databricks
  • Click, scroll and geographic heatmapsnot Databricks
  • Conversion funnel and form analyticsnot Databricks
  • Friction detection on problem pagesnot Databricks
  • On-site feedback surveysnot 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

Mouseflow

  • The free plan is 500 sessions a month, one website and one month of data retention
  • Data retention is tiered, from 1 month on free to 12 months on Premium at $319 a month
  • Essential at $25 a month covers a single website project
  • SSO, custom privacy settings and priority support are on the higher tiers only
  • The 14 day money-back guarantee applies to annual subscriptions and excludes Enterprise

Pricing, plan by plan

Databricks

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

Mouseflow

Free
  • FreeFree
    • 500 monthly sessions
    • 1 website project
    • 1 conversion funnel
  • Essential$25/month
    • 5,000 monthly sessions
    • 1 website project
    • 1 conversion funnel
  • Advanced$109/month
    • 25,000 monthly sessions
    • 2 website projects
    • 5 conversion funnels
  • Premium$319/month
    • 100,000 monthly sessions
    • 5 website projects
    • 10 conversion funnels

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 Mouseflow if

  • You need session replay.
  • You want to start without paying.
  • You also want 6 types of heatmaps.
Mouseflow review

Questions people ask

Is Databricks or Mouseflow better?
Neither clearly leads. Databricks starts at Free and Mouseflow at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Databricks or Mouseflow?
Databricks starts at Free and Mouseflow at Free.
Does Databricks or Mouseflow run on more platforms?
Databricks runs on Web, Aws, Azure, Gcp. Mouseflow runs on Web.
Can I use Databricks for free?
Both have a free tier, so you can try either at no cost before committing.
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 Mouseflow is typically brought in for.
What can Databricks do that Mouseflow cannot?
Databricks covers Delta Lake, Apache Spark, MLflow, Unity Catalog. Mouseflow covers Session Replay, 6 Types of Heatmaps, Funnels, Form Analytics. Both handle Web support.

Answered from the vendors’ own pages

Databricks: How is Databricks priced?

Databricks bills pay as you go with no up front cost, charging per second for the products used. Consumption is measured in Databricks Units, a normalised unit of processing power on the platform.

Source
Mouseflow: Is there a free version of Mouseflow?

Yes, Mouseflow offers a free plan with up to 500 monthly sessions, 1 website project, and 1-month data retention.

Source
Databricks: Does Databricks publish a per DBU price?

Not on its main pricing page. Rates vary by product and instance type, and Databricks directs buyers to individual product pricing pages and a calculator rather than listing a single figure.

Source
Mouseflow: What is the most popular Mouseflow plan?

The Advanced plan at $109/month is marked as most popular, offering 25,000 monthly sessions and 6 months of data retention.

Source
Databricks: Does the Databricks price include cloud costs?

No. Databricks states that if you configure it to work with your own cloud account, your cloud provider still charges you separately for the underlying resources.

Source
Mouseflow: Does Mouseflow offer annual billing discounts?

Yes, Mouseflow offers up to 35% savings when billed annually instead of monthly, and provides a 14-day money-back guarantee.

Source
Databricks: Can I get a discount on Databricks?

Databricks offers Committed Use Contracts, where larger usage commitments earn greater benefits, including options to use commitments flexibly across multiple clouds.

Source
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