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Software · head to head

Blackboard vs Databricks

Blackboard logo

Blackboard

Software

Comprehensive learning platform for educational institutions

From
$10/year
Rated
-
Databricks logo

Databricks

Software

Unified analytics platform for data engineering and data science

From
Free
Rated
-

The short version

  • Only Databricks has a free tier, so it costs nothing to try first.
  • Each has a real cost: Blackboard user interface is outdated, cluttered, and unintuitive with hidden menus and excessive clicks; Databricks cloud compute is billed separately by the cloud provider on top of Databricks DBU charges
  • They diverge on capability: Blackboard covers Course management, Databricks covers Delta Lake.

Where they differ

Only the attributes on which Blackboard and Databricks actually diverge.

Attributes where Blackboard and Databricks differ
AttributeBlackboardDatabricks
Starting price$10/yearFree
Pricing modelUnknownusage-based
Free tierNoYes
PlatformsWebWeb, Aws, Azure, Gcp
Founded19972013

Identical on both: 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 Blackboard

  • Course management
  • Assessment tools
  • Discussion boards
  • Virtual classroom
  • Gradebook
  • Mobile app
  • Analytics
  • Accessibility

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.

Blackboard

  • Course deliverynot Databricks
  • Student engagementnot Databricks
  • Assessmentnot Databricks
  • Virtual learningnot Databricks

Databricks

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

Where each one falls short

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

Blackboard

  • User interface is outdated, cluttered, and unintuitive with hidden menus and excessive clicks
  • Slow response times and platform crashes when opening multiple tabs simultaneously
  • Cannot track detailed student activity beyond most recent login information
  • Limited ability to handle large file uploads for content and assignments
  • Minimal customization options for page and template design

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

Blackboard

$10/year

No published plan breakdown. See the Blackboard review.

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 Blackboard if

  • You need course management.
  • You also want assessment tools.

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.

Questions people ask

Is Blackboard or Databricks better?
Neither clearly leads. Blackboard starts at $10/year and Databricks at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Blackboard or Databricks?
Databricks has a free tier; the other does not. Paid plans start at $10/year for Blackboard and Free for Databricks.
Does Blackboard or Databricks run on more platforms?
Blackboard runs on Web. Databricks runs on Web, Aws, Azure, Gcp.
Can I use Databricks for free?
Yes. Databricks has a free tier, so you can try it without paying. Blackboard starts at $10/year.
What is Blackboard best used for?
Blackboard is most often used for course delivery, student engagement, assessment, virtual learning. Of those, course delivery and student engagement are not what Databricks is typically brought in for.
What can Blackboard do that Databricks cannot?
Blackboard covers Course management, Assessment tools, Discussion boards, Virtual classroom. Databricks covers Delta Lake, Apache Spark, MLflow, Unity Catalog. Both handle Web support.

Answered from the vendors’ own pages

Blackboard: What does Blackboard LMS offer?

Blackboard is a learning management system that includes course management, assignment and gradebook tools, discussion forums, and analytics for tracking learner progress in online, hybrid, and in-person courses.

Source

Related pages

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