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Business Intelligence · head to head

Chartio vs Dreamdata

Chartio logo

Chartio

Business Intelligence

Cloud-based data exploration (discontinued)

From
On request
Rated
-
Full reviewWebsite
Dreamdata logo

Dreamdata

Marketing

B2B revenue attribution platform

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Dreamdata has a free tier, so it costs nothing to try first.
  • Each has a real cost: Chartio product was discontinued and sunset on March 1, 2022 after company acquisition by Atlassian; Dreamdata company identification only reaches approximately 80% accuracy even with proprietary IP-to-company resolution
  • They diverge on capability: Chartio covers Visual Query Builder, Dreamdata covers Multi-touch attribution.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Chartio and Dreamdata actually diverge.

Attributes where Chartio and Dreamdata differ
AttributeChartioDreamdata
Starting priceOn requestFree
Free tierNoYes
CategoryBusiness IntelligenceMarketing
Founded20102018

Identical on both: pricing model (Unknown), platforms (Web), 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 Chartio

  • Visual Query Builder
  • Interactive Dashboards
  • Data Blending
  • Collaboration
  • Embedding
  • PostgreSQL
  • MySQL
  • Redshift

Only in Dreamdata

  • Multi-touch attribution
  • Account-based analytics
  • Pipeline analytics
  • Customer journey mapping
  • Revenue modeling
  • Content attribution
  • Channel performance
  • Data unification

Both cover

  • Salesforce
  • Web support

What people use each for

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

Chartio

  • Drag and drop chart building over SQL databasesnot Dreamdata
  • Shared business dashboards for non-technical teamsnot Dreamdata
  • Exploring warehouse data without writing SQLnot Dreamdata

Dreamdata

  • B2B attributionnot Chartio
  • Revenue analyticsnot Chartio
  • Pipeline forecastingnot Chartio
  • Marketing ROInot Chartio

Where each one falls short

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

Chartio

  • Product was discontinued and sunset on March 1, 2022 after company acquisition by Atlassian
  • No current pricing available as service no longer operates
  • Users were migrated to alternative Atlassian solutions

Dreamdata

  • Company identification only reaches approximately 80% accuracy even with proprietary IP-to-company resolution
  • Advanced features like custom attribution models require expensive custom pricing tier
  • Steep implementation lift for complex multi-touch attribution setup
  • Free tier limited to 2 months of historical data

Pricing, plan by plan

Chartio

On request
  • DiscontinuedFree
    • Service ended March 2022

Dreamdata

Free

No published plan breakdown. See the Dreamdata review.

Which should you pick?

Choose Chartio if

  • You need visual query builder.
  • You also want interactive dashboards.
Chartio review

Choose Dreamdata if

  • You need multi-touch attribution.
  • You want to start without paying.
  • You also want account-based analytics.
Dreamdata review

Questions people ask

Is Chartio or Dreamdata better?
Neither clearly leads. Chartio starts at On request and Dreamdata at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Chartio or Dreamdata?
Dreamdata has a free tier; the other does not. Paid plans start at On request for Chartio and Free for Dreamdata.
Does Chartio or Dreamdata run on more platforms?
Both run on Web, so platform support will not decide this one for you.
Can I use Dreamdata for free?
Yes. Dreamdata has a free tier, so you can try it without paying. Chartio starts at On request.
What is Chartio best used for?
Chartio is most often used for drag and drop chart building over sql databases, shared business dashboards for non-technical teams, exploring warehouse data without writing sql. Of those, drag and drop chart building over sql databases and shared business dashboards for non-technical teams are not what Dreamdata is typically brought in for.
What can Chartio do that Dreamdata cannot?
Chartio covers Visual Query Builder, Interactive Dashboards, Data Blending, Collaboration. Dreamdata covers Multi-touch attribution, Account-based analytics, Pipeline analytics, Customer journey mapping. Both handle Salesforce, Web support.

Answered from the vendors’ own pages

Chartio: Is Chartio still available?

No, Chartio was discontinued on March 1, 2022. The product was acquired by Atlassian and the service was shut down. Users were offered migration to alternative solutions.

Source
Dreamdata: Is there a free tier for Dreamdata?

Yes. Dreamdata offers a free tier with 5 seats, 2 months of history, company identification, and web analytics included.

Source
Chartio: What should I use instead of Chartio after its discontinuation?

Atlassian, which acquired Chartio, recommends users migrate to other data visualization and business intelligence tools within the Atlassian ecosystem or compatible alternatives.

Source
Dreamdata: What CRM integrations does Dreamdata support?

Dreamdata integrates natively with Salesforce and HubSpot, pulling opportunity and account data to build attribution models.

Source
Chartio: Can I still access Chartio's pricing information?

No, historical pricing is not relevant as Chartio ceased operations in March 2022. Any archived pricing information would not reflect current market options.

Source
Dreamdata: Can I build custom attribution models in Dreamdata?

Yes. Custom attribution models are available on the Attribution Advanced plan, which requires contact for custom pricing.

Source
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