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Business Intelligence · head to head

Hebbia vs Rill Data

Hebbia logo

Hebbia

Business Intelligence

AI built for the rigor of finance

From
On request
Rated
-
Full reviewWebsite
Rill Data logo

Rill Data

Business Intelligence

Local-first BI on DuckDB and ClickHouse with dashboards defined as code

From
$20/month
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Hebbia no pricing published on website; prospects must book a demo; Rill Data the seat price of 20 dollars is misleading as a budget figure: Rill’s own calculator puts a small two-seat project at around 256 dollars a month, with compute making up the great majority.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Hebbia and Rill Data actually diverge.

Attributes where Hebbia and Rill Data differ
AttributeHebbiaRill Data
Starting priceOn request$20/month
Pricing modelquotePer user per month plus metered compute
PlatformsWebWeb, Linux, macOS, Windows

Identical on both: free tier (No), 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 Hebbia

Nothing recorded that Rill Data does not also cover.

Only in Rill Data

  • Local development
  • Dashboards as code
  • Embedded DuckDB
  • Bring your own database
  • Alerts and scheduled reports
  • Embedded analytics

What people use each for

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

Hebbia

  • Enterprise search and AI research platformnot Rill Data

Rill Data

  • An analytics team that wants dashboard changes to go through code review rather than being edited in a web UInot Hebbia
  • Interactive exploration of event-scale data where a warehouse round trip per filter click is too slownot Hebbia
  • Embedding fast slice-and-dice dashboards into a product where the underlying store is already ClickHouse or Druidnot Hebbia
  • A data engineer prototyping a metrics layer locally on a laptop before committing to any cloud spendnot Hebbia

Where each one falls short

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

Hebbia

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

Rill Data

  • The seat price of 20 dollars is misleading as a budget figure: Rill’s own calculator puts a small two-seat project at around 256 dollars a month, with compute making up the great majority.
  • Dashboards are defined in YAML and SQL, so business users cannot create or change one without a developer and a Git workflow, which stalls self-service adoption.
  • It is built for the explore-a-metric pattern and does not produce pixel-perfect financial or operational reports, so most organisations still need a second reporting tool.
  • AI tokens and API calls are quota-limited per seat, with API overage at a cent per call, so programmatic consumers can create an unbudgeted line item.
  • As a smaller vendor competing against Looker, Tableau and Power BI, the ecosystem of consultants, templates and trained analysts is thin, which raises the cost of hiring for it.

Pricing, plan by plan

Hebbia

On request

No published plan breakdown. See the Hebbia review.

Rill Data

$20/month
  • Starter$20/month
    • Per seat, up to twenty seats
    • Three projects
    • Compute at 0.15 USD per compute unit hour
  • Growth$30/month
    • Per seat, up to one hundred seats
    • Ten projects
    • Compute at 0.20 USD per compute unit hour
  • Enterprise$undefined/year
    • Annual platform licence with negotiated capacity
    • Unlimited seats and projects
    • Dedicated infrastructure

Which should you pick?

Choose Hebbia if

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

Hebbia review

Choose Rill Data if

  • You need local development.
  • You work on Web, Linux, macOS, Windows.
  • You also want dashboards as code.
Rill Data review

Questions people ask

Is Hebbia or Rill Data better?
Neither clearly leads. Hebbia starts at On request and Rill Data at $20/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Hebbia or Rill Data?
Hebbia starts at On request and Rill Data at $20/month.
Does Hebbia or Rill Data run on more platforms?
Hebbia runs on Web. Rill Data runs on Web, Linux, macOS, Windows.
What is Hebbia best used for?
Hebbia is most often used for enterprise search and ai research platform. Of those, enterprise search and ai research platform is not what Rill Data is typically brought in for.
What can Hebbia do that Rill Data cannot?
Rill Data covers Local development, Dashboards as code, Embedded DuckDB, Bring your own database.

Answered from the vendors’ own pages

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
Rill Data: Is Rill open source?

The Rill developer binary is open source and free to run locally; Rill Cloud is the paid product.

Rill Data: How much does it actually cost?

Seats start at 20 USD per month, but hosted compute at 0.15 USD per compute unit hour typically dominates the bill. Bringing your own database removes the usage fee.

Rill Data: Can business users build dashboards?

Not directly. Dashboards are YAML and SQL under version control.

Rill Data: Which databases can back a deployed project?

DuckDB, ClickHouse, Druid, Pinot, Snowflake and others.

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