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Cybersecurity · head to head

ThetaRay vs Tilt

ThetaRay logo

ThetaRay

Cybersecurity

Unsupervised AI transaction monitoring for cross-border and correspondent banking

From
On request
Free plan
No
Full reviewWebsite
Tilt logo

Tilt

Developer Tools

Local Kubernetes development loop that rebuilds and live-updates containers on save

From
Free
Free plan
Yes
Full reviewWebsite

The short version

  • Only Tilt 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.; Tilt docker acquired Tilt in 2022 and the team now splits its time across Compose and Docker Desktop, so feature velocity is modest and the product's long-term priority inside Docker is not guaranteed; treat it as a stable utility, not a growing platform.
  • They diverge on capability: ThetaRay covers Unsupervised detection, Tilt covers Live update.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which ThetaRay and Tilt actually diverge.

Attributes where ThetaRay and Tilt differ
AttributeThetaRayTilt
Starting priceOn requestFree
Pricing modelquoteOpen source, no licence fee
Free tierNoYes
PlatformsWebLinux, macOS, Windows
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 ThetaRay

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

Only in Tilt

  • Live update
  • Tiltfile as code
  • Unified web UI
  • Selective rebuilds
  • Local and remote clusters
  • Resource dependencies
  • Extensions registry
  • Custom buttons and triggers

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 Tilt
  • A cross-border payments fintech whose rules engine produces more alerts than its compliance team can clearnot Tilt
  • A bank under a regulatory consent order needing demonstrable improvement in detection within a fixed periodnot Tilt
  • A payment institution entering a high-risk corridor where existing thresholds were calibrated on domestic trafficnot Tilt

Tilt

  • A team of ten or more engineers whose application is fifteen microservices on Kubernetes and who currently wait on CI to test a changenot ThetaRay
  • An organisation onboarding new developers who want a single command that stands up the whole stack from a committed Tiltfilenot ThetaRay
  • A platform team giving product engineers a consistent local environment against a shared remote development clusternot ThetaRay
  • A codebase where one repository contains several services and rebuilding all of them on every edit is the main source of lost timenot 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.

Tilt

  • Docker acquired Tilt in 2022 and the team now splits its time across Compose and Docker Desktop, so feature velocity is modest and the product's long-term priority inside Docker is not guaranteed; treat it as a stable utility, not a growing platform.
  • The Tiltfile is Starlark, a Python dialect, so non-trivial setups become real programs that need reviewing and maintaining, and the person who wrote yours becomes a single point of failure.
  • Live update only works when the running container can accept synced files and restart the process; compiled languages, distroless images and read-only filesystems often force you back to a full image rebuild, which removes the main benefit.
  • It assumes Kubernetes. If your development target is plain Docker Compose or serverless functions, Tilt adds a cluster you did not need and a layer of abstraction with no payoff.
  • There is no commercial support contract, no SLA and no paid tier, so when a Kubernetes version upgrade breaks something you are dependent on GitHub issues and a Slack channel rather than a vendor you can escalate to.

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

Tilt

Free
  • TiltFree
    • Apache 2.0 licensed
    • All features, no paid tier
    • Community support via the Kubernetes Slack #tilt channel

Which should you pick?

Choose ThetaRay if

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

Choose Tilt if

  • You need live update.
  • You want to start without paying.
  • You work on Linux, macOS, Windows.
  • You also want tiltfile as code.
Tilt review

Questions people ask

Is ThetaRay or Tilt better?
Neither clearly leads. ThetaRay starts at On request and Tilt at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, ThetaRay or Tilt?
Tilt has a free tier; the other does not. Paid plans start at On request for ThetaRay and Free for Tilt.
Does ThetaRay or Tilt run on more platforms?
ThetaRay runs on Web. Tilt runs on Linux, macOS, Windows.
Can I use Tilt for free?
Yes. Tilt 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 Tilt is typically brought in for.
What can ThetaRay do that Tilt cannot?
ThetaRay covers Unsupervised detection, Cross-border focus, Sanctions screening, Alert triage. Tilt covers Live update, Tiltfile as code, Unified web UI, Selective rebuilds.

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.

Tilt: Is Tilt free?

Yes, entirely. It is Apache 2.0 open source with no paid tier and no licence fee.

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.

Tilt: Who owns Tilt now?

Docker, which acquired it in May 2022. It remains open source and the repository is still actively maintained.

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.

Tilt: Do I need a remote cluster?

No. It works against a local cluster such as kind, minikube or Docker Desktop, and also against a shared remote development cluster if your services are too heavy to run locally.

Tilt: How is it different from Skaffold?

Both automate the build-deploy loop. Tilt puts more weight on the live-update path and a multi-service dashboard; Skaffold is more configuration-driven and closer to Google's tooling.

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