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Machine Learning & Data Science · head to head

Databricks vs Flip

Databricks logo

Databricks

Machine Learning & Data Science

Unified analytics platform for data engineering and data science

From
Free
Rated
-
Full reviewWebsite
F

Flip

Education & E-Learning

Empower student voice with video discussions

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; Flip the Internet Archive's capture of Flip's homepage on 28 June 2022 stated 'Flip is a free video discussion app', confirming the Microsoft-owned product (rebranded from Flipgrid) carries no subscription fee.
  • They diverge on capability: Databricks covers Delta Lake, Flip covers Video responses.

Where they differ

Only the attributes on which Databricks and Flip actually diverge.

Attributes where Databricks and Flip differ
AttributeDatabricksFlip
Pricing modelusage-basedfree
PlatformsWeb, Aws, Azure, GcpWeb, IOS, Android
CategoryMachine Learning & Data ScienceEducation & E-Learning
Founded20131975

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 Flip

  • Video responses
  • Topics
  • Camera effects
  • Stickers
  • Text responses
  • Moderation
  • Mixtapes
  • AR camera

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

Flip

  • Video discussionsnot Databricks
  • Student portfoliosnot Databricks
  • Book talksnot Databricks
  • Language practicenot 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

Flip

  • The Internet Archive's capture of Flip's homepage on 28 June 2022 stated 'Flip is a free video discussion app', confirming the Microsoft-owned product (rebranded from Flipgrid) carries no subscription fee.

Pricing, plan by plan

Databricks

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

Flip

Free
  • FreeFree
    • Unlimited groups
    • Unlimited topics
    • Video responses

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 Flip if

  • You need video responses.
  • You want to start without paying.
  • You work on Web, IOS, Android.
  • You also want topics.
Flip review

Questions people ask

Is Databricks or Flip better?
Neither clearly leads. Databricks starts at Free and Flip at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Databricks or Flip?
Databricks starts at Free and Flip at Free.
Does Databricks or Flip run on more platforms?
Databricks runs on Web, Aws, Azure, Gcp. Flip runs on Web, IOS, Android.
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 Flip is typically brought in for.
What can Databricks do that Flip cannot?
Databricks covers Delta Lake, Apache Spark, MLflow, Unity Catalog. Flip covers Video responses, Topics, Camera effects, Stickers. Both handle Web support.
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