Is Cube or Yellowfin better?

Neither clearly leads. Cube 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, Cube or Yellowfin?

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

Does Cube or Yellowfin run on more platforms?

Cube runs on Cloud, Self-hosted. Yellowfin runs on Web, Mobile, Embedded.

What is Cube best used for?

Cube is most often used for building governed semantic data models for analytics, embedding analytics into customer-facing products, enabling natural language data queries for teams, creating conversational dashboards with ai assistance. Of those, building governed semantic data models for analytics and embedding analytics into customer-facing products are not what Yellowfin is typically brought in for.

What can Cube do that Yellowfin cannot?

Cube covers Analytics Chat, Workbooks, Dashboards, AI Integrations. Yellowfin covers Automated Analysis, Data Stories, Collaboration, Signals. Both handle Embedded Analytics.

Business Intelligence · head to head

Cube vs Yellowfin

Cube

Business Intelligence

AI-native analytics platform with semantic layer and governed access

From: Free
Rated: -

Full review Website

Yellowfin

Business Intelligence

Action-based business intelligence

From: $50/month
Rated: -

Full review Website

The short version

Only Cube has a free tier, so it costs nothing to try first.
Each has a real cost: Cube per-developer licensing can be expensive for large analytics teams; 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: Cube covers Analytics Chat, Yellowfin covers Automated Analysis.
Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Cube and Yellowfin actually diverge.

Attributes where Cube and Yellowfin differ
Attribute	Cube	Yellowfin
Starting price	Free	$50/month
Pricing model	Per-developer seats with volume pricing	subscription
Free tier	Yes	No
Platforms	Cloud, Self-hosted	Web, Mobile, Embedded
Founded	Unknown	2003

Identical on both: 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 Cube

Analytics Chat
Workbooks
Dashboards
AI Integrations
Core Data APIs
Caching and pre-aggregations

Only in Yellowfin

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

Both cover

Embedded Analytics

What people use each for

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

Cube

Building governed semantic data models for analyticsnot Yellowfin
Embedding analytics into customer-facing productsnot Yellowfin
Enabling natural language data queries for teamsnot Yellowfin
Creating conversational dashboards with AI assistancenot Yellowfin

Yellowfin

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

Where each one falls short

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

Cube

Per-developer licensing can be expensive for large analytics teams
Additional cost for Explorer and Viewer roles beyond developers
Semantic layer approach requires upfront modeling investment
Smaller connector ecosystem than dedicated BI platforms
May be overengineered for simple reporting needs

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

Cube

Free

FreeFree
- For hobbyists and personal projects
- Basic data source connection
- Semantic modeling
Starter$40/developer/month
- Extended agent limits
- Premium LLMs
- Unlimited workbooks
Premium$80/developer/month
- All Starter features
- Embedded dashboards
- Embedded analytics chat
Enterprise$null/custom
- 99.990% uptime SLA
- Dedicated single-tenant installation
- Bring Your Own Cloud

Yellowfin

$50/month

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

Which should you pick?

Choose Cube if

You need analytics chat.
You want to start without paying.
You work on Cloud, Self-hosted.
You also want workbooks.

Cube 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 Cube or Yellowfin better?: Neither clearly leads. Cube 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, Cube or Yellowfin?: Cube has a free tier; the other does not. Paid plans start at Free for Cube and $50/month for Yellowfin.
Does Cube or Yellowfin run on more platforms?: Cube runs on Cloud, Self-hosted. Yellowfin runs on Web, Mobile, Embedded.
Can I use Cube for free?: Yes. Cube has a free tier, so you can try it without paying. Yellowfin starts at $50/month.
What is Cube best used for?: Cube is most often used for building governed semantic data models for analytics, embedding analytics into customer-facing products, enabling natural language data queries for teams, creating conversational dashboards with ai assistance. Of those, building governed semantic data models for analytics and embedding analytics into customer-facing products are not what Yellowfin is typically brought in for.
What can Cube do that Yellowfin cannot?: Cube covers Analytics Chat, Workbooks, Dashboards, AI Integrations. Yellowfin covers Automated Analysis, Data Stories, Collaboration, Signals. Both handle Embedded Analytics.

Answered from the vendors’ own pages

Cube: What is the cost per developer on Cube?

Starter plan costs $40/developer/month. Premium adds embedded analytics at $80/developer/month. Explorer and Viewer roles cost $40 and $20/month respectively.

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

Cube: What uptime SLAs does Cube offer?

Premium plan offers 99.950% uptime SLA. Enterprise plan provides 99.990% uptime SLA with dedicated support.

Source

Yellowfin: Is Yellowfin pricing predictable and scalable?

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

Source

Cube: Can I use Cube for free?

Yes, the Free plan includes basic data source connection, semantic modeling, workbooks, and dashboards for hobbyists and personal projects.

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

Cube vs Yellowfin

Cube

Yellowfin

The short version

Where they differ

What each one covers

Only in Cube

Only in Yellowfin

Both cover

What people use each for

Cube

Yellowfin

Where each one falls short

Cube

Yellowfin

Pricing, plan by plan

Cube

Yellowfin

Which should you pick?

Choose Cube if

Choose Yellowfin if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Cube

More on Yellowfin

Keep looking

Other head to heads