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Business Intelligence · head to head

Rill Data vs Sourcegraph

Rill Data logo

Rill Data

Business Intelligence

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

From
$20/month
Free plan
No
Visit Rill DataFull review
Sourcegraph logo

Sourcegraph

Developer Tools

Code search and intelligence platform for large codebases with Cody AI assistant

From
$16000/year
Free plan
No
Visit SourcegraphFull review

The short version

  • Sourcegraph is an enterprise code intelligence platform.
  • Rill Data starts at $20/mo, Sourcegraph at $16000/yr.
  • Where Sourcegraph falls short: enterprise pricing starting at $16k annually creates significant barrier for small teams.
  • Prices and features on this page were last checked on 13 November 2026.

Where they differ

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

Attributes where Rill Data and Sourcegraph differ
AttributeRill DataSourcegraph
Starting price$20/month$16000/year
Pricing modelPer user per month plus metered computeSubscription
PlatformsWeb, Linux, macOS, WindowsWeb, Self-hosted
CategoryBusiness IntelligenceDeveloper Tools

Identical on both: free tier (No).

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 Rill Data

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

Only in Sourcegraph

Nothing recorded that Rill Data does not also cover.

What people use each for

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

Rill Data

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

Sourcegraph

  • Large-scale code migrations across hundreds of repositoriesnot Rill Data
  • Enterprise governance and code ownership trackingnot Rill Data
  • AI-assisted bug hunting and security pattern detectionnot Rill Data
  • Onboarding engineers into large unfamiliar codebasesnot Rill Data
  • Regulatory compliance and code audit trailsnot Rill Data

Where each one falls short

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

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

Sourcegraph

  • Enterprise pricing starting at $16k annually creates significant barrier for small teams
  • No free tier or standard plan published; all options require custom sales engagement
  • Complex enterprise-only positioning limits adoption compared to GitHub Copilot's pervasiveness
  • Requires indexing entire codebase; not suitable for small or ephemeral projects

Pricing, plan by plan

Rill Data

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

Sourcegraph

$16000/year
  • Enterprise$16,000/yr
    • Scales with team size
    • Credits for AI features per user
    • Deep Search

Which should you pick?

Choose Rill Data if

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

Choose Sourcegraph if

  • You work on Web, Self-hosted.
Sourcegraph review

Questions people ask

Is Rill Data or Sourcegraph better?
Neither clearly leads. Rill Data starts at $20/month and Sourcegraph at $16000/year, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Rill Data or Sourcegraph?
Rill Data starts at $20/month and Sourcegraph at $16000/year.
Does Rill Data or Sourcegraph run on more platforms?
Rill Data runs on Web, Linux, macOS, Windows. Sourcegraph runs on Web, Self-hosted.
What is Rill Data best used for?
Rill Data is most often used for an analytics team that wants dashboard changes to go through code review rather than being edited in a web ui, interactive exploration of event-scale data where a warehouse round trip per filter click is too slow, embedding fast slice-and-dice dashboards into a product where the underlying store is already clickhouse or druid, a data engineer prototyping a metrics layer locally on a laptop before committing to any cloud spend. Of those, an analytics team that wants dashboard changes to go through code review rather than being edited in a web ui and interactive exploration of event-scale data where a warehouse round trip per filter click is too slow are not what Sourcegraph is typically brought in for.
What can Rill Data do that Sourcegraph cannot?
Rill Data covers Local development, Dashboards as code, Embedded DuckDB, Bring your own database.

Answered from the vendors’ own pages

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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