Is Lightdash or Yellowfin better?

Neither clearly leads. Lightdash 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, Lightdash or Yellowfin?

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

Does Lightdash or Yellowfin run on more platforms?

Lightdash runs on Web, Cloud (managed), Self-hosted (on-premise). Yellowfin runs on Web, Mobile, Embedded.

Can I use Lightdash for free?

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

What is Lightdash best used for?

Lightdash is most often used for self-service analytics, data exploration, ad-hoc reporting, collaborative analysis. Of those, self-service analytics and data exploration are not what Yellowfin is typically brought in for.

What can Lightdash do that Yellowfin cannot?

Lightdash covers dbt Integration, Metrics Layer, Dashboards, Scheduling. Yellowfin covers Automated Analysis, Data Stories, Collaboration, Signals. Both handle PostgreSQL, Web support.

Business Intelligence · head to head

Lightdash vs Yellowfin

Lightdash

Business Intelligence

Open-source BI for dbt users

From: Free
Rated: -

Full review Website

Yellowfin

Business Intelligence

Action-based business intelligence

From: $50/month
Rated: -

Full review Website

The short version

Only Lightdash has a free tier, so it costs nothing to try first.
Each has a real cost: Lightdash requires existing dbt infrastructure, not suitable for teams without data models; 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: Lightdash covers dbt Integration, Yellowfin covers Automated Analysis.
Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Lightdash and Yellowfin actually diverge.

Attributes where Lightdash and Yellowfin differ
Attribute	Lightdash	Yellowfin
Starting price	Free	$50/month
Pricing model	Unknown	subscription
Free tier	Yes	No
Platforms	Web, Cloud (managed), Self-hosted (on-premise)	Web, Mobile, Embedded
Founded	2021	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 Lightdash

dbt Integration
Metrics Layer
Dashboards
Scheduling
Version Control
dbt
BigQuery
Snowflake

Only in Yellowfin

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

Both cover

PostgreSQL
Web support

What people use each for

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

Lightdash

Self-service analyticsnot Yellowfin
Data explorationnot Yellowfin
Ad-hoc reportingnot Yellowfin
Collaborative analysisnot Yellowfin
Embedded analyticsnot Yellowfin

Yellowfin

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

Where each one falls short

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

Lightdash

Requires existing dbt infrastructure, not suitable for teams without data models
Enterprise features and AI agents unavailable in open-source MIT-licensed core

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

Lightdash

Free

Open SourceFree
- MIT-licensed core
- Self-hostable
- dbt integration
Cloud Managed$undefined/mo
- Managed hosting
- Premium features
- AI agent capabilities

Yellowfin

$50/month

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

Which should you pick?

Choose Lightdash if

You need dbt integration.
You want to start without paying.
You work on Web, Cloud (managed), Self-hosted (on-premise).
You also want metrics layer.

Lightdash 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 Lightdash or Yellowfin better?: Neither clearly leads. Lightdash 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, Lightdash or Yellowfin?: Lightdash has a free tier; the other does not. Paid plans start at Free for Lightdash and $50/month for Yellowfin.
Does Lightdash or Yellowfin run on more platforms?: Lightdash runs on Web, Cloud (managed), Self-hosted (on-premise). Yellowfin runs on Web, Mobile, Embedded.
Can I use Lightdash for free?: Yes. Lightdash has a free tier, so you can try it without paying. Yellowfin starts at $50/month.
What is Lightdash best used for?: Lightdash is most often used for self-service analytics, data exploration, ad-hoc reporting, collaborative analysis. Of those, self-service analytics and data exploration are not what Yellowfin is typically brought in for.
What can Lightdash do that Yellowfin cannot?: Lightdash covers dbt Integration, Metrics Layer, Dashboards, Scheduling. Yellowfin covers Automated Analysis, Data Stories, Collaboration, Signals. Both handle PostgreSQL, Web support.

Answered from the vendors’ own pages

Lightdash: Is Lightdash free?

Yes. Lightdash is free and open source under the MIT license. Self-hosting is completely free. Managed cloud services and enterprise features require separate licensing.

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

Lightdash: How does Lightdash integrate with dbt?

Lightdash reads dbt models and metric definitions directly. A team defines metrics once in dbt and reuses them across dashboards, exploration, and AI agents without redefinition.

Source

Yellowfin: Is Yellowfin pricing predictable and scalable?

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

Source

Lightdash: Does Lightdash support SQL queries?

Yes. As a modern BI platform for analysts, Lightdash supports full SQL capabilities alongside dbt model exploration and visual query builders.

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

Lightdash: What are Lightdash AI agents?

Lightdash AI agents, available on paid plans, allow natural language queries against your data, generating SQL and visualizations automatically from questions.

Source

Lightdash: Can Lightdash be self-hosted?

Yes. Lightdash's MIT-licensed core is completely self-hostable and free. Enterprise features and AI agents ship under separate licensing.

Source

Lightdash vs Yellowfin

Lightdash

Yellowfin

The short version

Where they differ

What each one covers

Only in Lightdash

Only in Yellowfin

Both cover

What people use each for

Lightdash

Yellowfin

Where each one falls short

Lightdash

Yellowfin

Pricing, plan by plan

Lightdash

Yellowfin

Which should you pick?

Choose Lightdash if

Choose Yellowfin if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Lightdash

More on Yellowfin

Keep looking

Other head to heads