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Machine Learning · head to head

Databricks vs Geckoboard

Databricks logo

Databricks

Machine Learning

Unified analytics platform for data engineering and data science

From
Free
Rated
-
Full reviewWebsite
Geckoboard logo

Geckoboard

Business Intelligence

Real-time KPI dashboards

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; Geckoboard annual billing required; monthly billing not offered
  • They diverge on capability: Databricks covers Delta Lake, Geckoboard covers Real-time Updates.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Databricks and Geckoboard actually diverge.

Attributes where Databricks and Geckoboard differ
AttributeDatabricksGeckoboard
Pricing modelusage-basedsubscription
PlatformsWeb, Aws, Azure, GcpWeb, Tv, Mobile
CategoryMachine LearningBusiness Intelligence
Founded20132010

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 Geckoboard

  • Real-time Updates
  • TV Mode
  • Custom Widgets
  • Data Blending
  • Sharing
  • Salesforce
  • Zendesk
  • Google Analytics

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

Geckoboard

  • TV wall dashboards for office and operations displaysnot Databricks
  • Live KPI monitoring for sales and support teamsnot Databricks
  • Sharing read-only metrics widely, since viewers are unlimited on every tiernot Databricks
  • Alerting when a metric crosses a thresholdnot 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

Geckoboard

  • Annual billing required; monthly billing not offered
  • Add-on dashboards cost $24 each
  • Additional editors cost $20 each
  • Additional screens cost $20 each

Pricing, plan by plan

Databricks

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

Geckoboard

Free
  • Essentials$79/month
    • 2 dashboards
    • 1 editor
    • 1 screen
  • Performance$319/month
    • 20 dashboards
    • 3 editors
    • 5 screens
  • Enterprise$null/mo
    • Unlimited dashboards, editors, and screens
    • All Performance features
    • Dedicated support manager

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 Geckoboard if

  • You need real-time updates.
  • You want to start without paying.
  • You work on Web, Tv, Mobile.
  • You also want tv mode.
Geckoboard review

Questions people ask

Is Databricks or Geckoboard better?
Neither clearly leads. Databricks starts at Free and Geckoboard at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Databricks or Geckoboard?
Databricks starts at Free and Geckoboard at Free.
Does Databricks or Geckoboard run on more platforms?
Databricks runs on Web, Aws, Azure, Gcp. Geckoboard runs on Web, Tv, Mobile.
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 Geckoboard is typically brought in for.
What can Databricks do that Geckoboard cannot?
Databricks covers Delta Lake, Apache Spark, MLflow, Unity Catalog. Geckoboard covers Real-time Updates, TV Mode, Custom Widgets, Data Blending. 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
Geckoboard: How much does Geckoboard cost?

Geckoboard offers Essentials at $79 per month, Performance at $319 per month, and custom-priced Enterprise plans. All plans are billed annually. A 14-day free trial is available.

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
Geckoboard: Is there an annual billing discount for Geckoboard?

Yes, annual billing provides 20% savings compared to monthly pricing. Pricing is shown for annual billing with VAT not included.

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
Geckoboard: What are the add-on costs for additional Geckoboard resources?

Additional dashboards cost $24 each, extra editors cost $20 each, and additional screens cost $20 each. All add-ons are billed with the annual subscription.

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
Geckoboard: Does Geckoboard offer discounts for nonprofits?

Yes, Geckoboard offers 20% off any plan for nonprofit organizations.

Source
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