Softwr

Cybersecurity · head to head

ThetaRay vs Trivy

ThetaRay logo

ThetaRay

Cybersecurity

Unsupervised AI transaction monitoring for cross-border and correspondent banking

From
On request
Rated
-
Full reviewWebsite
Trivy logo

Trivy

Cybersecurity

Open-source vulnerability and misconfiguration scanner

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Trivy has a free tier, so it costs nothing to try first.
  • Each has a real cost: ThetaRay unsupervised models are harder to justify to an examiner than explicit rules, and some regulators still expect documented threshold logic, which can force you to run both systems.; Trivy reports what public advisory databases know, so coverage varies by ecosystem and unfixed CVEs create noise
  • They diverge on capability: ThetaRay covers Unsupervised detection, Trivy covers Multi-target scanning.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which ThetaRay and Trivy actually diverge.

Attributes where ThetaRay and Trivy differ
AttributeThetaRayTrivy
Starting priceOn requestFree
Pricing modelquoteOpen source, no licence fee
Free tierNoYes
PlatformsWebLinux, macOS, Windows, Docker, Kubernetes

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

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 ThetaRay

  • Unsupervised detection
  • Cross-border focus
  • Sanctions screening
  • Alert triage
  • Customer risk scoring
  • Cloud native

Only in Trivy

  • Multi-target scanning
  • Vulnerability detection
  • Misconfiguration checks
  • Secret detection

What people use each for

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

ThetaRay

  • A correspondent bank that cannot see the ultimate originator and needs behavioural signals rather than counterparty listsnot Trivy
  • A cross-border payments fintech whose rules engine produces more alerts than its compliance team can clearnot Trivy
  • A bank under a regulatory consent order needing demonstrable improvement in detection within a fixed periodnot Trivy
  • A payment institution entering a high-risk corridor where existing thresholds were calibrated on domestic trafficnot Trivy

Trivy

  • Failing a pull request when a container image introduces a known CVEnot ThetaRay
  • Scanning Terraform and Kubernetes manifests for misconfiguration before applynot ThetaRay
  • Catching committed secrets as part of an existing CI stepnot ThetaRay

Where each one falls short

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

ThetaRay

  • Unsupervised models are harder to justify to an examiner than explicit rules, and some regulators still expect documented threshold logic, which can force you to run both systems.
  • The alert reduction claim depends heavily on your data, so a parallel run is essential and adds months and cost before you can decommission the incumbent.
  • Coverage is strongest in cross-border and correspondent flows; institutions whose risk is domestic retail fraud will find the fit weaker than a general-purpose monitoring platform.
  • It is a smaller vendor than the incumbents, so integration connectors into legacy core banking systems are often bespoke work rather than a supported adapter.
  • Model retraining and tuning are vendor-led, which means changing detection behaviour is a support conversation rather than something your own analysts can do that afternoon.

Trivy

  • Reports what public advisory databases know, so coverage varies by ecosystem and unfixed CVEs create noise
  • No built-in triage or exception workflow, so suppressing accepted risk is managed in config files
  • Findings are point-in-time from CI, with no continuous runtime monitoring unless you add the commercial platform

Pricing, plan by plan

ThetaRay

On request
  • ThetaRay Sonar$undefined/year
    • Priced by monitored transaction volume and number of monitored entities
    • SaaS on Azure with regional data residency options
    • Parallel run and model tuning included in onboarding

Trivy

Free
  • TrivyFree
    • Full scanner
    • Unlimited scans
    • Community support

Which should you pick?

Choose ThetaRay if

  • You need unsupervised detection.
  • You also want cross-border focus.
ThetaRay review

Choose Trivy if

  • You need multi-target scanning.
  • You want to start without paying.
  • You work on Linux, macOS, Windows, Docker, Kubernetes.
  • You also want vulnerability detection.
Trivy review

Questions people ask

Is ThetaRay or Trivy better?
Neither clearly leads. ThetaRay starts at On request and Trivy at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, ThetaRay or Trivy?
Trivy has a free tier; the other does not. Paid plans start at On request for ThetaRay and Free for Trivy.
Does ThetaRay or Trivy run on more platforms?
ThetaRay runs on Web. Trivy runs on Linux, macOS, Windows, Docker, Kubernetes.
Can I use Trivy for free?
Yes. Trivy has a free tier, so you can try it without paying. ThetaRay starts at On request.
What is ThetaRay best used for?
ThetaRay is most often used for a correspondent bank that cannot see the ultimate originator and needs behavioural signals rather than counterparty lists, a cross-border payments fintech whose rules engine produces more alerts than its compliance team can clear, a bank under a regulatory consent order needing demonstrable improvement in detection within a fixed period, a payment institution entering a high-risk corridor where existing thresholds were calibrated on domestic traffic. Of those, a correspondent bank that cannot see the ultimate originator and needs behavioural signals rather than counterparty lists and a cross-border payments fintech whose rules engine produces more alerts than its compliance team can clear are not what Trivy is typically brought in for.
What can ThetaRay do that Trivy cannot?
ThetaRay covers Unsupervised detection, Cross-border focus, Sanctions screening, Alert triage. Trivy covers Multi-target scanning, Vulnerability detection, Misconfiguration checks, Secret detection.

Answered from the vendors’ own pages

ThetaRay: Does it replace a rules engine entirely?

Rarely on day one. Most institutions run it alongside existing rules during a parallel period, and some keep specific regulator-mandated rules permanently.

Trivy: Is Trivy free?

Yes, open source from Aqua Security with no licence fee. Aqua sells a commercial platform around it.

ThetaRay: Where is the data processed?

SaaS runs on Microsoft Azure with regional deployment options, which is the mechanism for meeting data residency conditions in regulated markets.

Trivy: What can Trivy scan?

Container images, filesystems, Git repositories, Kubernetes clusters and infrastructure-as-code, for vulnerabilities, misconfigurations, secrets and licences.

ThetaRay: Is sanctions screening included?

Screening is available on the same platform but licensed as part of the commercial package rather than bundled by default. Confirm it is in your quote.

Trivy: Does Trivy need a server?

No. It is a single binary, which is a large part of why it became a default in CI.

Share

Related pages

More on ThetaRay

More on Trivy

Keep looking

Other head to heads