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Cybersecurity · head to head

Featurespace ARIC Risk Hub vs Steampipe

Featurespace ARIC Risk Hub logo

Featurespace ARIC Risk Hub

Cybersecurity

Adaptive behavioural analytics for payment fraud and financial crime

From
On request
Free plan
No
Full reviewWebsite
Steampipe logo

Steampipe

Developer Tools

Query cloud APIs, SaaS tools and code with SQL, with no extract or load step

From
Free
Free plan
Yes
Full reviewWebsite

The short version

  • Only Steampipe has a free tier, so it costs nothing to try first.
  • Each has a real cost: Featurespace ARIC Risk Hub visa now owns the vendor, so an institution buying scheme-neutral infrastructure, or one competing with Visa value added services, has a governance question that did not exist before December 2024.; Steampipe aGPL-3.0 across all four engines is a procurement blocker at organisations that ban the licence outright, and the network clause reaches any internal portal or service that puts a web interface in front of it.
  • They diverge on capability: Featurespace ARIC Risk Hub covers Adaptive behavioural analytics, Steampipe covers SQL over live APIs.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Featurespace ARIC Risk Hub and Steampipe actually diverge.

Attributes where Featurespace ARIC Risk Hub and Steampipe differ
AttributeFeaturespace ARIC Risk HubSteampipe
Starting priceOn requestFree
Pricing modelquoteOpen source, with paid hosting through Turbot Pipes
Free tierNoYes
PlatformsWeb, LinuxmacOS, Linux, Windows, Docker, Web
CategoryCybersecurityDeveloper Tools

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 Featurespace ARIC Risk Hub

  • Adaptive behavioural analytics
  • Real time scoring
  • Automated model updates
  • APP scam detection
  • AML transaction monitoring
  • Rules alongside models

Only in Steampipe

  • SQL over live APIs
  • Wide plugin set
  • Embedded Postgres
  • Compliance benchmarks
  • Joins across providers
  • Hosted option

What people use each for

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

Featurespace ARIC Risk Hub

  • A UK bank exposed to mandatory reimbursement for authorised push payment scams and needing to intervene before the payment leavesnot Steampipe
  • An acquirer scoring merchant transactions in real time to reduce chargeback exposure without raising decline ratesnot Steampipe
  • A card issuer replacing a rules-only fraud engine whose false positive rate is driving genuine customer declinesnot Steampipe
  • A payments processor that needs one behavioural engine serving both fraud and AML rather than two separate stacksnot Steampipe

Steampipe

  • Security teams answering posture questions against live cloud accounts rather than a nightly exportnot Featurespace ARIC Risk Hub
  • Compliance evidence gathering where the answer must reflect the account at the moment it is askednot Featurespace ARIC Risk Hub
  • Inventory and drift questions spanning several cloud providers in one querynot Featurespace ARIC Risk Hub
  • Engineers who would rather write SQL than learn each provider command line toolnot Featurespace ARIC Risk Hub

Where each one falls short

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

Featurespace ARIC Risk Hub

  • Visa now owns the vendor, so an institution buying scheme-neutral infrastructure, or one competing with Visa value added services, has a governance question that did not exist before December 2024.
  • Pricing is not published and is volume-linked, which makes the cost of a growth year hard to forecast during a three year business case.
  • Adaptive models are harder to explain to a regulator than deterministic rules, and model risk teams often demand parallel rule coverage that erodes the operational saving.
  • Behavioural profiling needs history, so newly onboarded customers and low frequency accounts are scored with thin data and the detection lift is smallest exactly where fraud concentrates.
  • Deployment into an existing payment path is an engineering project with latency budgets to hit, and banks with legacy core systems often find the integration, not the analytics, is the schedule risk.

Steampipe

  • AGPL-3.0 across all four engines is a procurement blocker at organisations that ban the licence outright, and the network clause reaches any internal portal or service that puts a web interface in front of it.
  • Dashboards, benchmarks and mods were removed from Steampipe entirely at version 1.0 in October 2024 and now live in a separate product, so pre-2024 documentation and tutorials describe commands that no longer exist.
  • Live querying is bound by cloud provider API rate limits and keeps no persistent store by default, which is why a separate DuckDB-backed product exists for log volumes and why large accounts return slowly.
  • The company is fifteen people and bootstrapped, maintaining four command line tools plus a hosted service plus two further products, and the newer tools have thin community traction relative to that surface area.
  • Hosted tiers include only three users regardless of tier, with additional Enterprise users charged separately, so a team of thirty costs an order of magnitude more than the headline figure before compute and storage are counted.

Pricing, plan by plan

Featurespace ARIC Risk Hub

On request
  • ARIC Risk Hub$undefined/year
    • Priced by transaction volume or protected accounts
    • Cloud or on premises deployment
    • Model tuning services quoted separately

Steampipe

Free
  • Steampipe CLIFree
    • AGPL-3.0
    • All plugins
    • No user or query limits
  • Pipes DeveloperFree
    • One user
    • 400 compute minutes
    • 3GB storage
  • Pipes Team$49/month
    • Three users
    • 2,000 compute minutes
    • 20GB storage
  • Pipes Enterprise$249/month
    • Three users
    • 10,000 compute minutes
    • 100GB storage

Which should you pick?

Choose Featurespace ARIC Risk Hub if

  • You need adaptive behavioural analytics.
  • You work on Web, Linux.
  • You also want real time scoring.
Featurespace ARIC Risk Hub review

Choose Steampipe if

  • You need sql over live apis.
  • You want to start without paying.
  • You work on macOS, Linux, Windows, Docker, Web.
  • You also want wide plugin set.
Steampipe review

Questions people ask

Is Featurespace ARIC Risk Hub or Steampipe better?
Neither clearly leads. Featurespace ARIC Risk Hub starts at On request and Steampipe at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Featurespace ARIC Risk Hub or Steampipe?
Steampipe has a free tier; the other does not. Paid plans start at On request for Featurespace ARIC Risk Hub and Free for Steampipe.
Does Featurespace ARIC Risk Hub or Steampipe run on more platforms?
Featurespace ARIC Risk Hub runs on Web, Linux. Steampipe runs on macOS, Linux, Windows, Docker, Web.
Can I use Steampipe for free?
Yes. Steampipe has a free tier, so you can try it without paying. Featurespace ARIC Risk Hub starts at On request.
What is Featurespace ARIC Risk Hub best used for?
Featurespace ARIC Risk Hub is most often used for a uk bank exposed to mandatory reimbursement for authorised push payment scams and needing to intervene before the payment leaves, an acquirer scoring merchant transactions in real time to reduce chargeback exposure without raising decline rates, a card issuer replacing a rules-only fraud engine whose false positive rate is driving genuine customer declines, a payments processor that needs one behavioural engine serving both fraud and aml rather than two separate stacks. Of those, a uk bank exposed to mandatory reimbursement for authorised push payment scams and needing to intervene before the payment leaves and an acquirer scoring merchant transactions in real time to reduce chargeback exposure without raising decline rates are not what Steampipe is typically brought in for.
What can Featurespace ARIC Risk Hub do that Steampipe cannot?
Featurespace ARIC Risk Hub covers Adaptive behavioural analytics, Real time scoring, Automated model updates, APP scam detection. Steampipe covers SQL over live APIs, Wide plugin set, Embedded Postgres, Compliance benchmarks.

Answered from the vendors’ own pages

Featurespace ARIC Risk Hub: Is Featurespace still sold as its own product?

Yes. ARIC Risk Hub continues to be sold under the Featurespace name, described as a Visa solution, and is available to non-Visa institutions.

Steampipe: When did Steampipe become AGPL?

May 2021, about four months after the project went public. It is a settled licence rather than a recent change, and predates the Business Source Licence wave it is often confused with.

Featurespace ARIC Risk Hub: Does using it require being a Visa customer?

No. The platform is sold to banks, acquirers and processors regardless of scheme relationships, though the ownership is a reasonable governance consideration.

Steampipe: Where did the dashboards and benchmarks go?

Into Powerpipe. They were deprecated in March 2024 and removed from Steampipe at version 1.0 in October 2024, so the check, dashboard, mod and variable commands are gone.

Featurespace ARIC Risk Hub: Can it run on premises?

Yes. On premises deployment is supported, which matters for institutions with data residency constraints.

Steampipe: Is it fast on a large cloud estate?

Not always. Queries call provider APIs at request time, so rate limits rather than query planning set the pace, and there is no persistent store by default.

Steampipe: Does the AGPL affect internal use?

Running it internally for your own analysis is fine. Putting a web interface in front of it that other people use is where the network clause becomes a question for your legal team.

Steampipe: Is a bootstrapped vendor a risk?

It cuts both ways. There is no investor pressure toward a licence change or an exit, and there are also fifteen people supporting a large product surface.

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