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Software · head to head

ChatGPT vs Databricks

ChatGPT logo

ChatGPT

Software

AI-powered conversational assistant for productivity and creativity

From
Free
Rated
-
Full reviewWebsite
Databricks logo

Databricks

Software

Unified analytics platform for data engineering and data science

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: ChatGPT openAI's own pricing page, as captured by the Internet Archive in 2023, listed ChatGPT Plus at $20 per user per month, Team at $25 to $30 per user per month with a minimum of 2 users, and Enterprise available only from 150 users. The live page refuses automated reads, so these are 2023 figures and the tiers have changed since.; Databricks cloud compute is billed separately by the cloud provider on top of Databricks DBU charges
  • They diverge on capability: ChatGPT covers Natural language conversation, Databricks covers Delta Lake.

Where they differ

Only the attributes on which ChatGPT and Databricks actually diverge.

Attributes where ChatGPT and Databricks differ
AttributeChatGPTDatabricks
Pricing modelfreemiumusage-based
PlatformsWeb, Ios, Android, ApiWeb, Aws, Azure, Gcp
Founded20152013

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Unknown).

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 ChatGPT

  • Natural language conversation
  • Code generation and debugging
  • Text analysis and summarization
  • Creative writing assistance
  • Math and problem solving
  • Language translation
  • Research assistance
  • Image generation (DALL-E)

Only in Databricks

  • Delta Lake
  • Apache Spark
  • MLflow
  • Unity Catalog
  • Photon Engine
  • Collaborative Notebooks
  • Auto-scaling
  • AWS

Both cover

  • Web support

What people use each for

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

ChatGPT

  • Content creationnot Databricks
  • Code assistancenot Databricks
  • Research and analysisnot Databricks
  • Learning and educationnot Databricks
  • Creative writingnot Databricks

Databricks

  • Running Spark data engineering pipelines on managed clustersnot ChatGPT
  • Building a lakehouse over data in cloud object storagenot ChatGPT
  • Training and serving machine learning models alongside the datanot ChatGPT

Where each one falls short

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

ChatGPT

  • OpenAI's own pricing page, as captured by the Internet Archive in 2023, listed ChatGPT Plus at $20 per user per month, Team at $25 to $30 per user per month with a minimum of 2 users, and Enterprise available only from 150 users. The live page refuses automated reads, so these are 2023 figures and the tiers have changed since.

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

Pricing, plan by plan

ChatGPT

Free
  • FreeFree
    • Access to GPT-3.5
    • Standard response speed
    • Regular model updates
  • ChatGPT Plus$20/month
    • Access to GPT-4
    • Faster response times
    • Priority access during peak times

Databricks

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

Which should you pick?

Choose ChatGPT if

  • You need natural language conversation.
  • You want to start without paying.
  • You work on Web, Ios, Android, Api.
  • You also want code generation and debugging.
ChatGPT review

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

Questions people ask

Is ChatGPT or Databricks better?
Neither clearly leads. ChatGPT starts at Free and Databricks at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, ChatGPT or Databricks?
ChatGPT starts at Free and Databricks at Free.
Does ChatGPT or Databricks run on more platforms?
ChatGPT runs on Web, Ios, Android, Api. Databricks runs on Web, Aws, Azure, Gcp.
Can I use ChatGPT for free?
Both have a free tier, so you can try either at no cost before committing.
What is ChatGPT best used for?
ChatGPT is most often used for content creation, code assistance, research and analysis, learning and education. Of those, content creation and code assistance are not what Databricks is typically brought in for.
What can ChatGPT do that Databricks cannot?
ChatGPT covers Natural language conversation, Code generation and debugging, Text analysis and summarization, Creative writing assistance. Databricks covers Delta Lake, Apache Spark, MLflow, Unity Catalog. Both handle Web support.
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