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Thought Machine vs Userpilot

Thought Machine logo

Thought Machine

Technology

Cloud native core banking where products are written as smart contracts

From
On request
Rated
-
Full reviewWebsite
Userpilot logo

Userpilot

Technology

Product analytics and in-app onboarding platform.

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Userpilot has a free tier, so it costs nothing to try first.
  • Each has a real cost: Thought Machine a core replacement is a two to four year programme at an established bank, and the licence is a minority of total cost against system integrator fees, parallel running and data migration.; Userpilot starter tier limited to 2,000 monthly active users; even small-to-medium products may require Growth tier
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Thought Machine and Userpilot actually diverge.

Attributes where Thought Machine and Userpilot differ
AttributeThought MachineUserpilot
Starting priceOn requestFree
Pricing modelquotesubscription
Free tierNoYes
PlatformsWeb, API, CloudWeb, iOS, Android, API

Identical on both: user rating (Not yet rated), category (Technology).

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 Thought Machine

  • Smart contract product engine
  • Cloud native architecture
  • Real time ledger
  • Vault Payments
  • API first design
  • Multi entity and multi currency
  • Product versioning and testing
  • Configurable posting rules

Only in Userpilot

Nothing recorded that Thought Machine does not also cover.

What people use each for

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

Thought Machine

  • A large bank launching a separate digital brand on a clean core rather than migrating the back booknot Userpilot
  • A bank whose product launches are blocked by vendor change requests on a legacy corenot Userpilot
  • An institution needing real time balances and postings for instant payment obligationsnot Userpilot
  • A group consolidating multiple country cores onto one multi entity platformnot Userpilot

Userpilot

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

Where each one falls short

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

Thought Machine

  • A core replacement is a two to four year programme at an established bank, and the licence is a minority of total cost against system integrator fees, parallel running and data migration.
  • The smart contract model presumes a bank can write and maintain Python financial products, and institutions without that engineering capability end up outsourcing the very flexibility they bought.
  • Cloud infrastructure cost sits with the bank and is not trivial at scale, so total cost of ownership comparisons against a hosted legacy core often miss a large recurring line.
  • Thought Machine has made two rounds of job cuts pursuing profitability, which is a legitimate supplier stability concern for a system a bank expects to run for fifteen years.
  • The functional footprint is core ledger and product engine, so origination, collections, regulatory reporting and channels all come from other vendors, and the integration estate around Vault is the bank's problem to design and own.

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

Thought Machine

On request
  • Vault Core$undefined/year
    • Quoted per institution, typically on account volumes or annual contract value
    • Implementation and system integrator costs commonly exceed the licence fee
    • Cloud infrastructure costs are the bank's and are not included

Userpilot

Free
  • Starter$299/month
    • Up to 2,000 monthly active users
    • In-app engagement
    • User segmentation
  • Growth$849/month (marked 'Most Popular')
    • 2,000 to 100,000 monthly active users
    • All Starter features
    • Advanced product analytics
  • Enterprise$undefined/variable
    • Custom monthly active user levels
    • All Growth features
    • Premium integrations

Which should you pick?

Choose Thought Machine if

  • You need smart contract product engine.
  • You work on Web, API, Cloud.
  • You also want cloud native architecture.
Thought Machine review

Choose Userpilot if

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

Questions people ask

Is Thought Machine or Userpilot better?
Neither clearly leads. Thought Machine starts at On request and Userpilot at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Thought Machine or Userpilot?
Userpilot has a free tier; the other does not. Paid plans start at On request for Thought Machine and Free for Userpilot.
Does Thought Machine or Userpilot run on more platforms?
Thought Machine runs on Web, API, Cloud. Userpilot runs on Web, iOS, Android, API.
Can I use Userpilot for free?
Yes. Userpilot has a free tier, so you can try it without paying. Thought Machine starts at On request.
What is Thought Machine best used for?
Thought Machine is most often used for a large bank launching a separate digital brand on a clean core rather than migrating the back book, a bank whose product launches are blocked by vendor change requests on a legacy core, an institution needing real time balances and postings for instant payment obligations, a group consolidating multiple country cores onto one multi entity platform. Of those, a large bank launching a separate digital brand on a clean core rather than migrating the back book and a bank whose product launches are blocked by vendor change requests on a legacy core are not what Userpilot is typically brought in for.
What can Thought Machine do that Userpilot cannot?
Thought Machine covers Smart contract product engine, Cloud native architecture, Real time ledger, Vault Payments.

Answered from the vendors’ own pages

Thought Machine: Is Vault Core genuinely cloud native?

Yes. It is containerised, runs on Kubernetes on public cloud, and posts in real time rather than in overnight batch.

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
Thought Machine: How long does a migration take?

Eighteen months at the absolute fastest for a narrow greenfield launch; two to four years for a phased migration at an established bank.

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
Thought Machine: Does the licence fee represent the total cost?

No. Implementation, system integration, parallel running and cloud infrastructure typically cost more than the licence over the programme.

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
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