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Business Intelligence · head to head

Quid vs Rill Data

Quid logo

Quid

Business Intelligence

Consumer and market intelligence combining social listening with unstructured text network analysis

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: Quid the company has changed name twice, from NetBase to NetBase Quid to Quid, which fragments documentation, third-party comparisons and support material across three brand identities and makes older guidance unreliable.; 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.
  • They diverge on capability: Quid covers Social listening, Rill Data covers Local development.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

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

Attributes where Quid and Rill Data differ
AttributeQuidRill 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 Quid

  • Social listening
  • Network analysis
  • Non-social data sets
  • Quid Terminal
  • Quid Monitor
  • AI agents
  • Image analytics
  • API access

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.

Quid

  • A corporate strategy team mapping which technology clusters in a patent set are accelerating and which companies own them, before an acquisition decisionnot Rill Data
  • A consumer insights function that wants to know what themes drive negative sentiment about a category rather than counting mentions of its own brandnot Rill Data
  • An innovation group scanning research literature and startup activity for adjacent white space it has no internal expertise innot Rill Data
  • A brand tracking how a reputational incident propagates across news, social and forums with sentiment broken down by theme rather than by channelnot Rill Data

Rill Data

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

Where each one falls short

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

Quid

  • The company has changed name twice, from NetBase to NetBase Quid to Quid, which fragments documentation, third-party comparisons and support material across three brand identities and makes older guidance unreliable.
  • Nothing is published on price and contracts sit well above ordinary listening tools, so the evaluation cost is high before you know whether the network analysis will actually be used.
  • The network maps require an analyst who knows how to interpret them; teams without a dedicated insights person tend to use the platform as an expensive listening tool and never touch the capability they paid for.
  • Historical data depth and source coverage are scoped per contract rather than included, so a question that needs five years of back data can require a contract amendment mid-project.
  • Social platform access is subject to the same API restrictions that affect every listening vendor, and coverage of closed networks is thinner than the marketing implies, which matters if your category lives in private communities.

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

Quid

On request
  • Quid$undefined/year
    • Quid Terminal analyst workspace
    • Social listening and sentiment
    • Network analysis over patents, filings, news and research

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 Quid if

  • You need social listening.
  • You also want network analysis.
Quid 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 Quid or Rill Data better?
Neither clearly leads. Quid 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, Quid or Rill Data?
Quid starts at On request and Rill Data at $20/month.
Does Quid or Rill Data run on more platforms?
Quid runs on Web. Rill Data runs on Web, Linux, macOS, Windows.
What is Quid best used for?
Quid is most often used for a corporate strategy team mapping which technology clusters in a patent set are accelerating and which companies own them, before an acquisition decision, a consumer insights function that wants to know what themes drive negative sentiment about a category rather than counting mentions of its own brand, an innovation group scanning research literature and startup activity for adjacent white space it has no internal expertise in, a brand tracking how a reputational incident propagates across news, social and forums with sentiment broken down by theme rather than by channel. Of those, a corporate strategy team mapping which technology clusters in a patent set are accelerating and which companies own them, before an acquisition decision and a consumer insights function that wants to know what themes drive negative sentiment about a category rather than counting mentions of its own brand are not what Rill Data is typically brought in for.
What can Quid do that Rill Data cannot?
Quid covers Social listening, Network analysis, Non-social data sets, Quid Terminal. Rill Data covers Local development, Dashboards as code, Embedded DuckDB, Bring your own database.

Answered from the vendors’ own pages

Quid: Is this the same company as NetBase?

Yes. NetBase and Quid merged in 2020, traded as NetBase Quid, and now sell under the single Quid brand.

Rill Data: Is Rill open source?

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

Quid: Is it a social listening tool?

It includes social listening, but the reason to buy it is the network analysis over patents, filings, news and research. If you only need social listening, cheaper tools cover it.

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.

Quid: What does it cost?

Not published. Expect an annual enterprise contract priced by seats, data sources and historical depth.

Rill Data: Can business users build dashboards?

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

Quid: Who uses it day to day?

Corporate insights, strategy and innovation analysts more often than social media managers. It rewards someone trained in analysis.

Rill Data: Which databases can back a deployed project?

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

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