Is Fabi or Reportz better?

Neither clearly leads. Fabi starts at Free and Reportz at $9.9/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.

Which is cheaper, Fabi or Reportz?

Fabi has a free tier; the other does not. Paid plans start at Free for Fabi and $9.9/month for Reportz.

Does Fabi or Reportz 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. Reportz starts at $9.9/month.

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 Reportz is typically brought in for.

What can Fabi do that Reportz cannot?

Fabi covers Smartbooks, Smart Reports, AI analysis, Scheduled runs. Reportz covers Per-dashboard pricing, Unlimited users, Public share links, White labelling.

Business Intelligence · head to head

Fabi vs Reportz

Fabi

Business Intelligence

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

From: Free
Rated: -

Full review Website

Reportz

Business Intelligence

Per-dashboard marketing reporting at under ten dollars a client

From: $9.9/month
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.; Reportz the connector library is smaller than the established agency reporting tools, and if a platform you report on is missing there is no practical route to getting it added.
They diverge on capability: Fabi covers Smartbooks, Reportz covers Per-dashboard pricing.
Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Fabi and Reportz actually diverge.

Attributes where Fabi and Reportz differ
Attribute	Fabi	Reportz
Starting price	Free	$9.9/month
Pricing model	Per user per month	Per month by dashboard count
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 Reportz

Per-dashboard pricing
Unlimited users
Public share links
White labelling
Template library
Scheduled reports
Custom KPI widgets
Client management

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 Reportz
An operations team that needs Python for a one-off analysis but has to hand the result to non-technical colleaguesnot Reportz
Replacing a set of scheduled Jupyter notebooks that nobody outside the data team can read or rerunnot Reportz
Exploratory work against a warehouse where building a semantic model first would cost more than the answer is worthnot Reportz

Reportz

A five-person SEO agency reporting to twenty five clients that cannot justify several hundred dollars a month for reporting softwarenot Fabi
A freelancer who needs one white-labelled dashboard per client and nothing elsenot Fabi
An agency giving clients a live link instead of a monthly PDF, without buying client seatsnot Fabi
A marketing team wanting a cheap always-on KPI screen fed from ad and analytics platformsnot 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.

Reportz

The connector library is smaller than the established agency reporting tools, and if a platform you report on is missing there is no practical route to getting it added.
Four Dots is a small agency-owned business rather than a funded software company, so API breakages and platform changes can take longer to fix than at larger vendors.
There is no data modelling, SQL or warehouse layer, so cross-source analysis is limited to what the widget set already supports.
Per-dashboard billing means an agency that builds several views per client loses the headline price advantage quickly.
Documentation and support are thin compared with larger competitors, and complex setups often need direct email support rather than self-service answers.

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

Reportz

$9.9/month

Consultant$9.9/month
- Priced per dashboard
- Unlimited users
- Unlimited data sources
Agency$99/month
- Around ten dashboards at the same per-dashboard rate
- Unlimited users
- Custom domain
Enterprise$742.5/month
- 75 dashboards
- Volume rate
- Unlimited users

Which should you pick?

Choose Fabi if

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

Fabi review

Choose Reportz if

You need per-dashboard pricing.
You also want unlimited users.

Reportz review

Questions people ask

Is Fabi or Reportz better?: Neither clearly leads. Fabi starts at Free and Reportz at $9.9/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Fabi or Reportz?: Fabi has a free tier; the other does not. Paid plans start at Free for Fabi and $9.9/month for Reportz.
Does Fabi or Reportz 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. Reportz starts at $9.9/month.
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 Reportz is typically brought in for.
What can Fabi do that Reportz cannot?: Fabi covers Smartbooks, Smart Reports, AI analysis, Scheduled runs. Reportz covers Per-dashboard pricing, Unlimited users, Public share links, White labelling.

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.

Reportz: What does Reportz cost?

9.90 US dollars per dashboard per month, with unlimited users and data sources on every tier.

Fabi: Do viewers cost money?

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

Reportz: Is there a free plan?

No, but there is a fifteen day trial with no card required.

Fabi: Can I run arbitrary Python?

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

Reportz: Who is behind it?

Four Dots, a digital marketing agency in Belgrade that built the tool for its own client reporting.

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

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

Reportz: Can clients view without a login?

Yes, dashboards can be shared as a public link under your own domain.

Fabi vs Reportz

Fabi

Reportz

The short version

Where they differ

What each one covers

Only in Fabi

Only in Reportz

What people use each for

Fabi

Reportz

Where each one falls short

Fabi

Reportz

Pricing, plan by plan

Fabi

Reportz

Which should you pick?

Choose Fabi if

Choose Reportz if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Fabi

More on Reportz

Keep looking

Other head to heads