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Business Intelligence · head to head

Cube vs Hebbia

Cube logo

Cube

Business Intelligence

AI-native analytics platform with semantic layer and governed access

From
Free
Rated
-
Full reviewWebsite
Hebbia logo

Hebbia

Business Intelligence

AI built for the rigor of finance

From
On request
Rated
-
Full reviewWebsite

The short version

  • Only Cube has a free tier, so it costs nothing to try first.
  • Each has a real cost: Cube per-developer licensing can be expensive for large analytics teams; Hebbia no pricing published on website; prospects must book a demo
  • Prices and features above were last checked on 29 August 2026.

Where they differ

Only the attributes on which Cube and Hebbia actually diverge.

Attributes where Cube and Hebbia differ
AttributeCubeHebbia
Starting priceFreeOn request
Pricing modelPer-developer seats with volume pricingquote
Free tierYesNo
PlatformsCloud, Self-hostedWeb

Identical on both: user rating (Not yet rated), category (Business Intelligence).

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 Cube

  • Analytics Chat
  • Workbooks
  • Dashboards
  • Embedded Analytics
  • AI Integrations
  • Core Data APIs
  • Caching and pre-aggregations

Only in Hebbia

Nothing recorded that Cube does not also cover.

What people use each for

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

Cube

  • Building governed semantic data models for analyticsnot Hebbia
  • Embedding analytics into customer-facing productsnot Hebbia
  • Enabling natural language data queries for teamsnot Hebbia
  • Creating conversational dashboards with AI assistancenot Hebbia

Hebbia

  • Enterprise search and AI research platformnot Cube

Where each one falls short

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

Cube

  • Per-developer licensing can be expensive for large analytics teams
  • Additional cost for Explorer and Viewer roles beyond developers
  • Semantic layer approach requires upfront modeling investment
  • Smaller connector ecosystem than dedicated BI platforms
  • May be overengineered for simple reporting needs

Hebbia

  • No pricing published on website; prospects must book a demo

Pricing, plan by plan

Cube

Free
  • FreeFree
    • For hobbyists and personal projects
    • Basic data source connection
    • Semantic modeling
  • Starter$40/developer/month
    • Extended agent limits
    • Premium LLMs
    • Unlimited workbooks
  • Premium$80/developer/month
    • All Starter features
    • Embedded dashboards
    • Embedded analytics chat
  • Enterprise$null/custom
    • 99.990% uptime SLA
    • Dedicated single-tenant installation
    • Bring Your Own Cloud

Hebbia

On request

No published plan breakdown. See the Hebbia review.

Which should you pick?

Choose Cube if

  • You need analytics chat.
  • You want to start without paying.
  • You work on Cloud, Self-hosted.
  • You also want workbooks.
Cube review

Choose Hebbia if

Nothing in the data separates Hebbia from Cube on the points above - pick on price and on how each one feels to use.

Hebbia review

Questions people ask

Is Cube or Hebbia better?
Neither clearly leads. Cube starts at Free and Hebbia at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Cube or Hebbia?
Cube has a free tier; the other does not. Paid plans start at Free for Cube and On request for Hebbia.
Does Cube or Hebbia run on more platforms?
Cube runs on Cloud, Self-hosted. Hebbia runs on Web.
Can I use Cube for free?
Yes. Cube has a free tier, so you can try it without paying. Hebbia starts at On request.
What is Cube best used for?
Cube is most often used for building governed semantic data models for analytics, embedding analytics into customer-facing products, enabling natural language data queries for teams, creating conversational dashboards with ai assistance. Of those, building governed semantic data models for analytics and embedding analytics into customer-facing products are not what Hebbia is typically brought in for.
What can Cube do that Hebbia cannot?
Cube covers Analytics Chat, Workbooks, Dashboards, Embedded Analytics.

Answered from the vendors’ own pages

Cube: What is the cost per developer on Cube?

Starter plan costs $40/developer/month. Premium adds embedded analytics at $80/developer/month. Explorer and Viewer roles cost $40 and $20/month respectively.

Source
Hebbia: How much does Hebbia cost?

Hebbia does not publish pricing on its website. The company directs prospective customers to book a demo to discuss pricing and customization options.

Source
Cube: What uptime SLAs does Cube offer?

Premium plan offers 99.950% uptime SLA. Enterprise plan provides 99.990% uptime SLA with dedicated support.

Source
Cube: Can I use Cube for free?

Yes, the Free plan includes basic data source connection, semantic modeling, workbooks, and dashboards for hobbyists and personal projects.

Source
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