Softwr

Developer Tools · head to head

JFrog Artifactory vs Thought Machine

JFrog Artifactory logo

JFrog Artifactory

Developer Tools

The Universal Binary Repository

From
Free
Free plan
Yes
Full reviewWebsite
Thought Machine logo

Thought Machine

Technology

Cloud native core banking where products are written as smart contracts

From
On request
Free plan
No
Full reviewWebsite

The short version

  • Only JFrog Artifactory has a free tier, so it costs nothing to try first.
  • Each has a real cost: JFrog Artifactory pro tier limited-time pricing at $50/month (regular rate $150/month); overages charged per GB at tiered rates; 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.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which JFrog Artifactory and Thought Machine actually diverge.

Attributes where JFrog Artifactory and Thought Machine differ
AttributeJFrog ArtifactoryThought Machine
Starting priceFreeOn request
Pricing modelusage-basedquote
Free tierYesNo
PlatformsWebWeb, API, Cloud
CategoryDeveloper ToolsTechnology

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

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 JFrog Artifactory

Nothing recorded that Thought Machine does not also cover.

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

What people use each for

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

JFrog Artifactory

  • Governing AI models and agents in single source of truthnot Thought Machine
  • Syncing artifacts across federated repositories in multiple sitesnot Thought Machine
  • Blocking risky and non-compliant open-source packages proactivelynot Thought Machine
  • Automating source code vulnerability remediation in real-timenot Thought Machine
  • Collecting compliance evidence throughout software lifecyclenot Thought Machine

Thought Machine

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

Where each one falls short

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

JFrog Artifactory

  • Pro tier limited-time pricing at $50/month (regular rate $150/month); overages charged per GB at tiered rates
  • Enterprise+ plan requires custom quote; specific pricing not published
  • Consumption-based model adds unpredictability to monthly costs for variable storage needs

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.

Pricing, plan by plan

JFrog Artifactory

Free
  • Pro$50/month
    • Limited-time offer pricing (regularly $150/month)
    • 25 GB storage included monthly
    • Tiered overage pricing: $1.25 per GB at 25-1,204 GB usage
  • Enterprise X$950/month
    • 125 GB storage included
    • High availability and artifact federation
    • SSO and advanced security scanning included

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

Which should you pick?

Choose JFrog Artifactory if

  • You want to start without paying.
JFrog Artifactory review

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

Questions people ask

Is JFrog Artifactory or Thought Machine better?
Neither clearly leads. JFrog Artifactory starts at Free and Thought Machine at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, JFrog Artifactory or Thought Machine?
JFrog Artifactory has a free tier; the other does not. Paid plans start at Free for JFrog Artifactory and On request for Thought Machine.
Does JFrog Artifactory or Thought Machine run on more platforms?
JFrog Artifactory runs on Web. Thought Machine runs on Web, API, Cloud.
Can I use JFrog Artifactory for free?
Yes. JFrog Artifactory has a free tier, so you can try it without paying. Thought Machine starts at On request.
What is JFrog Artifactory best used for?
JFrog Artifactory is most often used for governing ai models and agents in single source of truth, syncing artifacts across federated repositories in multiple sites, blocking risky and non-compliant open-source packages proactively, automating source code vulnerability remediation in real-time. Of those, governing ai models and agents in single source of truth and syncing artifacts across federated repositories in multiple sites are not what Thought Machine is typically brought in for.
What can JFrog Artifactory do that Thought Machine cannot?
Thought Machine covers Smart contract product engine, Cloud native architecture, Real time ledger, Vault Payments.

Answered from the vendors’ own pages

JFrog Artifactory: How much does JFrog Artifactory cost?

JFrog Artifactory Pro is currently $50 per month (limited-time rate; regular $150/month) with 25 GB included and $1.25 per GB for overages. Enterprise X starts at $950 per month with 125 GB included. Enterprise+ plans use custom pricing available through sales.

Source
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.

JFrog Artifactory: What are JFrog's data storage limits?

JFrog Artifactory charges based on consumption: Pro includes 25 GB monthly with tiered overage costs ($1.25/GB at 25-1,204 GB, $1.00/GB at 1,204-2,024 GB, $0.75/GB above 2,024 GB). Enterprise X includes 125 GB with similar tiered overages for additional storage.

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.

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.

Share

Related pages

More on JFrog Artifactory

More on Thought Machine

Keep looking

Other head to heads