Is Dreamdata or Yellowfin better?

Neither clearly leads. Dreamdata starts at Free and Yellowfin at $50/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.

Which is cheaper, Dreamdata or Yellowfin?

Dreamdata has a free tier; the other does not. Paid plans start at Free for Dreamdata and $50/month for Yellowfin.

Does Dreamdata or Yellowfin run on more platforms?

Dreamdata runs on Web. Yellowfin runs on Web, Mobile, Embedded.

Can I use Dreamdata for free?

Yes. Dreamdata has a free tier, so you can try it without paying. Yellowfin starts at $50/month.

What is Dreamdata best used for?

Dreamdata is most often used for b2b attribution, revenue analytics, pipeline forecasting, marketing roi. Of those, b2b attribution and revenue analytics are not what Yellowfin is typically brought in for.

What can Dreamdata do that Yellowfin cannot?

Dreamdata covers Multi-touch attribution, Account-based analytics, Pipeline analytics, Customer journey mapping. Yellowfin covers Automated Analysis, Data Stories, Collaboration, Signals. Both handle Salesforce, Web support.

Marketing · head to head

Dreamdata vs Yellowfin

Dreamdata

Marketing

B2B revenue attribution platform

From: Free
Rated: -

Full review Website

Yellowfin

Business Intelligence

Action-based business intelligence

From: $50/month
Rated: -

Full review Website

The short version

Only Dreamdata has a free tier, so it costs nothing to try first.
Each has a real cost: Dreamdata company identification only reaches approximately 80% accuracy even with proprietary IP-to-company resolution; Yellowfin the pricing page publishes no rate, no minimum and no per-user price; every model ends in a Get Pricing form
They diverge on capability: Dreamdata covers Multi-touch attribution, Yellowfin covers Automated Analysis.
Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Dreamdata and Yellowfin actually diverge.

Attributes where Dreamdata and Yellowfin differ
Attribute	Dreamdata	Yellowfin
Starting price	Free	$50/month
Pricing model	Unknown	subscription
Free tier	Yes	No
Platforms	Web	Web, Mobile, Embedded
Category	Marketing	Business Intelligence
Founded	2018	2003

Identical on both: 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 Dreamdata

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

Only in Yellowfin

Automated Analysis
Data Stories
Collaboration
Signals
Embedded Analytics
Google Analytics
SQL Server
Oracle

Both cover

Salesforce
Web support

What people use each for

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

Dreamdata

B2B attributionnot Yellowfin
Revenue analyticsnot Yellowfin
Pipeline forecastingnot Yellowfin
Marketing ROInot Yellowfin

Yellowfin

Embedding white-labelled dashboards and analytics into a software productnot Dreamdata
Enterprise reporting with automated business monitoring and alertingnot Dreamdata
Data storytelling and guided natural language querying for business usersnot Dreamdata

Where each one falls short

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

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

Yellowfin

The pricing page publishes no rate, no minimum and no per-user price; every model ends in a Get Pricing form
One of the three embedded models is a revenue share, so Yellowfin takes a cut of the revenue your analytics module earns
Another model prices by server core, so scaling deployment hardware raises the licence cost independently of users
Getting a quote requires submitting a form with a marketing consent checkbox and a user-count band rather than seeing a rate card

Pricing, plan by plan

Dreamdata

Free

No published plan breakdown. See the Dreamdata review.

Yellowfin

$50/month

Team$50/month
- Dashboards
- Stories
- Collaboration
EnterpriseFree
- Advanced Features
- Embedding
- Custom SLA

Which should you pick?

Choose Dreamdata if

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

Dreamdata review

Choose Yellowfin if

You need automated analysis.
You work on Web, Mobile, Embedded.
You also want data stories.

Yellowfin review

Questions people ask

Is Dreamdata or Yellowfin better?: Neither clearly leads. Dreamdata starts at Free and Yellowfin at $50/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Dreamdata or Yellowfin?: Dreamdata has a free tier; the other does not. Paid plans start at Free for Dreamdata and $50/month for Yellowfin.
Does Dreamdata or Yellowfin run on more platforms?: Dreamdata runs on Web. Yellowfin runs on Web, Mobile, Embedded.
Can I use Dreamdata for free?: Yes. Dreamdata has a free tier, so you can try it without paying. Yellowfin starts at $50/month.
What is Dreamdata best used for?: Dreamdata is most often used for b2b attribution, revenue analytics, pipeline forecasting, marketing roi. Of those, b2b attribution and revenue analytics are not what Yellowfin is typically brought in for.
What can Dreamdata do that Yellowfin cannot?: Dreamdata covers Multi-touch attribution, Account-based analytics, Pipeline analytics, Customer journey mapping. Yellowfin covers Automated Analysis, Data Stories, Collaboration, Signals. Both handle Salesforce, Web support.

Answered from the vendors’ own pages

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

Yellowfin: What pricing models does Yellowfin offer?

Yellowfin offers three flexible models for embedded analytics: Aligned Utility Model (price per unit), Revenue Share Model (based on analytics revenue value), and Server Core (fixed price based on server deployment).

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

Yellowfin: Is Yellowfin pricing predictable and scalable?

Yes, Yellowfin pricing is simple, predictable and scalable with no hidden costs or surprises.

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

Yellowfin: Are there limits on user access or development environments?

No limitations exist on access to functionality across users. There are also no limits on dev and test licenses, ensuring DevOps is covered.

Source

Dreamdata vs Yellowfin

Dreamdata

Yellowfin

The short version

Where they differ

What each one covers

Only in Dreamdata

Only in Yellowfin

Both cover

What people use each for

Dreamdata

Yellowfin

Where each one falls short

Dreamdata

Yellowfin

Pricing, plan by plan

Dreamdata

Yellowfin

Which should you pick?

Choose Dreamdata if

Choose Yellowfin if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Dreamdata

More on Yellowfin

Keep looking

Other head to heads