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Cybersecurity · head to head

Featurespace ARIC Risk Hub vs Sourcegraph

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
Sourcegraph logo

Sourcegraph

Developer Tools

Code search and intelligence platform for large codebases with Cody AI assistant

From
$16000/year
Free plan
No
Full reviewWebsite

The short version

  • 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.; Sourcegraph enterprise pricing starting at $16k annually creates significant barrier for small teams
  • Prices and features above were last checked on 1 September 2026.

Where they differ

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

Attributes where Featurespace ARIC Risk Hub and Sourcegraph differ
AttributeFeaturespace ARIC Risk HubSourcegraph
Starting priceOn request$16000/year
Pricing modelquotesubscription
PlatformsWeb, LinuxCloud, Self-hosted
CategoryCybersecurityDeveloper Tools

Identical on both: free tier (No), 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 Sourcegraph

Nothing recorded that Featurespace ARIC Risk Hub does not also cover.

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 Sourcegraph
  • An acquirer scoring merchant transactions in real time to reduce chargeback exposure without raising decline ratesnot Sourcegraph
  • A card issuer replacing a rules-only fraud engine whose false positive rate is driving genuine customer declinesnot Sourcegraph
  • A payments processor that needs one behavioural engine serving both fraud and AML rather than two separate stacksnot Sourcegraph

Sourcegraph

  • Large-scale code migrations across hundreds of repositoriesnot Featurespace ARIC Risk Hub
  • Enterprise governance and code ownership trackingnot Featurespace ARIC Risk Hub
  • AI-assisted bug hunting and security pattern detectionnot Featurespace ARIC Risk Hub
  • Onboarding engineers into large unfamiliar codebasesnot Featurespace ARIC Risk Hub
  • Regulatory compliance and code audit trailsnot 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.

Sourcegraph

  • Enterprise pricing starting at $16k annually creates significant barrier for small teams
  • No free tier or standard plan published; all options require custom sales engagement
  • Complex enterprise-only positioning limits adoption compared to GitHub Copilot's pervasiveness
  • Requires indexing entire codebase; not suitable for small or ephemeral projects

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

Sourcegraph

$16000/year
  • Enterprise$16000/year
    • Scales with team size
    • Credits for AI features per user
    • Deep Search

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 Sourcegraph if

  • You work on Cloud, Self-hosted.
Sourcegraph review

Questions people ask

Is Featurespace ARIC Risk Hub or Sourcegraph better?
Neither clearly leads. Featurespace ARIC Risk Hub starts at On request and Sourcegraph at $16000/year, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Featurespace ARIC Risk Hub or Sourcegraph?
Featurespace ARIC Risk Hub starts at On request and Sourcegraph at $16000/year.
Does Featurespace ARIC Risk Hub or Sourcegraph run on more platforms?
Featurespace ARIC Risk Hub runs on Web, Linux. Sourcegraph runs on Cloud, Self-hosted.
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 Sourcegraph is typically brought in for.
What can Featurespace ARIC Risk Hub do that Sourcegraph cannot?
Featurespace ARIC Risk Hub covers Adaptive behavioural analytics, Real time scoring, Automated model updates, APP scam detection.

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.

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.

Featurespace ARIC Risk Hub: Can it run on premises?

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

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