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Business Intelligence · head to head

Fabi vs Userpilot

Fabi logo

Fabi

Business Intelligence

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

From
Free
Free plan
Yes
Visit FabiFull review
Userpilot logo

Userpilot

Business Intelligence

Product analytics and in-app onboarding platform.

From
Free
Free plan
Yes
Visit UserpilotFull review

The short version

  • Userpilot is a product-led growth platform.
  • Free plans on both; paid from $39/mo and $299/mo.
  • Where Fabi falls short: the free and Builder tiers cap AI requests, and the daily cap on Starter is reached quickly during genuine exploratory work.
  • Where Userpilot falls short: starter tier limited to 2,000 monthly active users; even small-to-medium products may require Growth tier.
  • Prices and features on this page were last checked on 13 November 2026.

Where they differ

Only the attributes on which Fabi and Userpilot actually diverge.

Attributes where Fabi and Userpilot differ
AttributeFabiUserpilot
Pricing modelPer user per monthSubscription
PlatformsWebWeb, iOS, Android, API

Identical on both: starting price (Free), free tier (Yes), 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 Userpilot

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

Userpilot

  • SaaS companies optimising user onboarding and activationnot Fabi
  • Product teams collecting user feedback and identifying churn drivers via session replaynot Fabi
  • Customer success teams using in-app guides and contextual helpnot Fabi
  • Growth teams orchestrating multi-channel campaigns across email and in-appnot Fabi
  • Product managers measuring adoption and engagement across user cohortsnot 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

Userpilot

  • Starter tier limited to 2,000 monthly active users; even small-to-medium products may require Growth tier
  • Large price jump from Starter ($299/mo) to Growth ($849/mo), nearly 3x increase
  • Growth tier scales to 100,000 MAU but does not publish pricing for higher volumes, requiring Enterprise negotiation
  • Session replay and mobile engagement are optional add-ons in Growth tier, not included in base pricing
  • Enterprise pricing not published; custom negotiations required for large-scale deployments

Pricing, plan by plan

Fabi

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

Userpilot

Free
  • Starter$299/mo
    • Up to 2,000 monthly active users
    • In-app engagement
    • User segmentation
  • Growth$849
    • 2,000 to 100,000 monthly active users
    • All Starter features
    • Advanced product analytics
  • EnterpriseOn request
    • Custom monthly active user levels
    • All Growth features
    • Premium integrations

Which should you pick?

Choose Fabi if

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

Choose Userpilot if

  • You want to start without paying.
  • You work on Web, iOS, Android, API.
Userpilot review

Questions people ask

Is Fabi or Userpilot better?
Neither clearly leads. Fabi starts at Free and Userpilot at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Fabi or Userpilot?
Fabi starts at Free and Userpilot at Free.
Does Fabi or Userpilot run on more platforms?
Fabi runs on Web. Userpilot runs on Web, iOS, Android, API.
Can I use Fabi for free?
Both have a free tier, so you can try either at no cost before committing.
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 Userpilot is typically brought in for.
What can Fabi do that Userpilot 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.

Userpilot: What is included in the free trial?

Userpilot offers a free 14-day trial without requiring a credit card, providing full access to the Starter tier features.

Source
Fabi: Do viewers cost money?

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

Userpilot: Does Userpilot include session replay?

Session replay is available in the Growth tier as an optional add-on for watching real user sessions and identifying friction points.

Source
Fabi: Can I run arbitrary Python?

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

Userpilot: What integrations does Userpilot support?

Userpilot integrates with HubSpot, Salesforce, Segment, Google Analytics, Amplitude, Mixpanel, Heap, Zendesk, Intercom and Google Tag Manager. Additional integrations can be requested.

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

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

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