Is Fabi or Hebbia better?

Neither clearly leads. Fabi starts at Free and Hebbia at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.

Which is cheaper, Fabi or Hebbia?

Fabi has a free tier; the other does not. Paid plans start at Free for Fabi and On request for Hebbia.

Does Fabi or Hebbia run on more platforms?

Both run on Web, so platform support will not decide this one for you.

Can I use Fabi for free?

Yes. Fabi has a free tier, so you can try it without paying. Hebbia starts at On request.

What is Fabi best used for?

Fabi is most often used for a single analyst at a startup fielding ad hoc questions faster than dashboards can be built for them, an operations team that needs python for a one-off analysis but has to hand the result to non-technical colleagues, replacing a set of scheduled jupyter notebooks that nobody outside the data team can read or rerun, exploratory work against a warehouse where building a semantic model first would cost more than the answer is worth. Of those, a single analyst at a startup fielding ad hoc questions faster than dashboards can be built for them and an operations team that needs python for a one-off analysis but has to hand the result to non-technical colleagues are not what Hebbia is typically brought in for.

What can Fabi do that Hebbia cannot?

Fabi covers Smartbooks, Smart Reports, AI analysis, Scheduled runs.

Business Intelligence · head to head

Fabi vs Hebbia

Fabi

Business Intelligence

AI notebooks combining SQL, Python and no-code for small data teams

From: Free
Rated: -

Full review Website

Hebbia

Business Intelligence

AI built for the rigor of finance

From: On request
Rated: -

Full review Website

The short version

Only Fabi has a free tier, so it costs nothing to try first.
Each has a real cost: Fabi fabi is an early-stage company with a small team, so the durability risk is real and there is no obvious migration path for Smartbooks if it stops trading.; Hebbia no pricing published on website; prospects must book a demo
Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Fabi and Hebbia actually diverge.

Attributes where Fabi and Hebbia differ
Attribute	Fabi	Hebbia
Starting price	Free	On request
Pricing model	Per user per month	quote
Free tier	Yes	No

Identical on both: platforms (Web), 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 Fabi

Smartbooks
Smart Reports
AI analysis
Scheduled runs
Database connectors
Viewer seats

Only in Hebbia

Nothing recorded that Fabi does not also cover.

What people use each for

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

Fabi

A single analyst at a startup fielding ad hoc questions faster than dashboards can be built for themnot Hebbia
An operations team that needs Python for a one-off analysis but has to hand the result to non-technical colleaguesnot Hebbia
Replacing a set of scheduled Jupyter notebooks that nobody outside the data team can read or rerunnot Hebbia
Exploratory work against a warehouse where building a semantic model first would cost more than the answer is worthnot Hebbia

Hebbia

Enterprise search and AI research platformnot Fabi

Where each one falls short

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

Fabi

Fabi is an early-stage company with a small team, so the durability risk is real and there is no obvious migration path for Smartbooks if it stops trading.
There is no meaningful governance layer: no data catalogue, no certified metric definitions and limited lineage, so it does not scale to an organisation that needs a single agreed number.
The free and Builder tiers cap AI requests, and the daily cap on Starter is reached quickly during genuine exploratory work.
Connector counts are limited by tier, so the Builder plan at 39 dollars connects to exactly one data source, which is rarely enough in practice.
It overlaps heavily with what Snowflake, Databricks and Hex now ship natively, so a company already paying for one of those is buying a fourth notebook interface.

Hebbia

No pricing published on website; prospects must book a demo

Pricing, plan by plan

Fabi

Free

StarterFree
- One builder seat
- Ten dashboard viewers
- Five Smartbooks
Builder$39/month
- Twenty-five Smart Report viewers
- Ten Smartbooks with workflows
- One data connector
Team$199/month
- Four builder seats, extra seats at 39 USD
- Fifty viewers
- Premium connector
Enterprise$undefined/year
- Unlimited builder seats
- Full connector access
- Custom security review

Hebbia

On request

No published plan breakdown. See the Hebbia review.

Which should you pick?

Choose Fabi if

You need smartbooks.
You want to start without paying.
You also want smart reports.

Fabi review

Choose Hebbia if

Nothing in the data separates Hebbia from Fabi on the points above - pick on price and on how each one feels to use.

Hebbia review

Questions people ask

Is Fabi or Hebbia better?: Neither clearly leads. Fabi starts at Free and Hebbia at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Fabi or Hebbia?: Fabi has a free tier; the other does not. Paid plans start at Free for Fabi and On request for Hebbia.
Does Fabi or Hebbia run on more platforms?: Both run on Web, so platform support will not decide this one for you.
Can I use Fabi for free?: Yes. Fabi has a free tier, so you can try it without paying. Hebbia starts at On request.
What is Fabi best used for?: Fabi is most often used for a single analyst at a startup fielding ad hoc questions faster than dashboards can be built for them, an operations team that needs python for a one-off analysis but has to hand the result to non-technical colleagues, replacing a set of scheduled jupyter notebooks that nobody outside the data team can read or rerun, exploratory work against a warehouse where building a semantic model first would cost more than the answer is worth. Of those, a single analyst at a startup fielding ad hoc questions faster than dashboards can be built for them and an operations team that needs python for a one-off analysis but has to hand the result to non-technical colleagues are not what Hebbia is typically brought in for.
What can Fabi do that Hebbia cannot?: Fabi covers Smartbooks, Smart Reports, AI analysis, Scheduled runs.

Answered from the vendors’ own pages

Fabi: Is there a free plan?

Yes, a Starter tier with one builder, ten viewers, five Smartbooks and ten AI requests a day.

Hebbia: How much does Hebbia cost?

Hebbia does not publish pricing on its website. The company directs prospective customers to book a demo to discuss pricing and customization options.

Source

Fabi: Do viewers cost money?

Viewers are bundled by tier rather than charged individually; builders are the priced seat.

Fabi: Can I run arbitrary Python?

Yes, Smartbooks include Python cells alongside SQL and no-code steps.

Fabi: How many data connectors does the entry paid plan include?

One. Additional and premium connectors come with the Team tier.

Fabi vs Hebbia

Fabi

Hebbia

The short version

Where they differ

What each one covers

Only in Fabi

Only in Hebbia

What people use each for

Fabi

Hebbia

Where each one falls short

Fabi

Hebbia

Pricing, plan by plan

Fabi

Hebbia

Which should you pick?

Choose Fabi if

Choose Hebbia if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Fabi

More on Hebbia

Keep looking

Other head to heads