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Developer Tools · head to head

Dagger vs DTiQ

Dagger logo

Dagger

Developer Tools

Programmable CI/CD engine that runs your pipeline as containers on any runner

From
Free
Free plan
Yes
Full reviewWebsite
DTiQ logo

DTiQ

Cybersecurity

Managed video loss prevention with human auditors for restaurants, convenience stores and retail

From
On request
Free plan
No
Full reviewWebsite

The short version

  • Only Dagger has a free tier, so it costs nothing to try first.
  • Each has a real cost: Dagger dagger is not a CI provider, so you keep paying for GitHub Actions or GitLab runners underneath it; the Dagger Cloud subscription is an addition to your CI bill, not a replacement for it.; DTiQ you are buying labour, so the cost per site is far higher than a self-service video licence and it does not fall as camera prices do.
  • They diverge on capability: Dagger covers Pipelines as code, DTiQ covers SmartAudit.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Dagger and DTiQ actually diverge.

Attributes where Dagger and DTiQ differ
AttributeDaggerDTiQ
Starting priceFreeOn request
Pricing modelPer month per team for Dagger Cloudquote
Free tierYesNo
PlatformsLinux, macOS, Windows, Self-hostedWeb, iOS, Android
CategoryDeveloper ToolsCybersecurity

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 Dagger

  • Pipelines as code
  • Local and CI parity
  • Content-addressed caching
  • Dagger Functions and modules
  • CI-provider agnostic
  • Dagger Cloud traces
  • GitHub Checks integration
  • Container-native execution

Only in DTiQ

  • SmartAudit
  • POS transaction linking
  • 360iQ platform
  • Exception alerting
  • Drive-through timing
  • Food safety and compliance checks
  • Managed installation

What people use each for

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

Dagger

  • A platform team maintaining near-identical build YAML across forty repositories that wants one versioned module every repository calls insteadnot DTiQ
  • An engineering organisation migrating off a CI provider that does not want to rewrite every pipeline as part of the migrationnot DTiQ
  • A team whose engineers waste hours pushing commits to debug CI-only failures and needs to reproduce the exact run locallynot DTiQ
  • A monorepo where most commits touch a small subset of services and cache-accurate step skipping cuts build minutes materiallynot DTiQ

DTiQ

  • A multi-unit quick service franchisee who has no one available to review video across fifteen storesnot Dagger
  • A convenience store chain investigating till fraud by matching voids to what actually happened at the counternot Dagger
  • An operator enforcing drive-through service time standards across locations from evidence rather than anecdotenot Dagger
  • A brand auditing food safety and cleanliness compliance at franchise sites without sending a field managernot Dagger

Where each one falls short

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

Dagger

  • Dagger is not a CI provider, so you keep paying for GitHub Actions or GitLab runners underneath it; the Dagger Cloud subscription is an addition to your CI bill, not a replacement for it.
  • Writing pipelines in Go or TypeScript raises the barrier to entry: a release engineer who could edit a YAML step now needs to read code, and the people who can fix a broken build shrink to those comfortable with the SDK.
  • The engine runs as a container on the runner and needs a persistent cache volume to deliver its main benefit, so ephemeral CI runners give you correctness without the speed, and provisioning durable cache storage is extra platform work.
  • The Team plan caps at ten users and ten million events per month; an organisation of any size crosses that quickly and moves to Enterprise pricing that is not published, so cost at scale is unknowable up front.
  • The module ecosystem is young and thinly maintained relative to the marketplace of a mature CI provider, so integrations that exist as a one-line Action often have to be written yourself as a Dagger function.

DTiQ

  • You are buying labour, so the cost per site is far higher than a self-service video licence and it does not fall as camera prices do.
  • Audits are sampled, not continuous, so a problem outside the reviewed window is invisible and the score is a statistical impression rather than a complete record.
  • Nothing is published on price and the commercial shape is a multi-year managed service agreement, which is harder to exit than a software subscription and typically involves bundled hardware you do not own.
  • Ownership changed in a $200 million Digital Alpha led investment tied to a Cisco Meraki partnership, so the hardware and network roadmap may shift under an existing estate.
  • It is built around restaurant, convenience and retail operating models, so an organisation outside those verticals gets a generic video product and pays for an audit methodology that does not fit its work.

Pricing, plan by plan

Dagger

Free
  • IndividualFree
    • One user
    • One million events per month
    • Workflow logs and function call traces
  • Team$50/month
    • Up to ten users
    • Ten million events per month
    • Module insights and module catalogue
  • Enterprise$undefined/year
    • Custom user and event limits
    • SSO
    • Managed single-tenant deployment

DTiQ

On request
  • DTiQ managed service$undefined/month
    • Priced per location as a managed service, not per camera
    • Audit frequency and scope determine the rate
    • Hardware and installation bundled into the service agreement

Which should you pick?

Choose Dagger if

  • You need pipelines as code.
  • You want to start without paying.
  • You work on Linux, macOS, Windows, Self-hosted.
  • You also want local and ci parity.
Dagger review

Choose DTiQ if

  • You need smartaudit.
  • You work on Web, iOS, Android.
  • You also want pos transaction linking.
DTiQ review

Questions people ask

Is Dagger or DTiQ better?
Neither clearly leads. Dagger starts at Free and DTiQ at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Dagger or DTiQ?
Dagger has a free tier; the other does not. Paid plans start at Free for Dagger and On request for DTiQ.
Does Dagger or DTiQ run on more platforms?
Dagger runs on Linux, macOS, Windows, Self-hosted. DTiQ runs on Web, iOS, Android.
Can I use Dagger for free?
Yes. Dagger has a free tier, so you can try it without paying. DTiQ starts at On request.
What is Dagger best used for?
Dagger is most often used for a platform team maintaining near-identical build yaml across forty repositories that wants one versioned module every repository calls instead, an engineering organisation migrating off a ci provider that does not want to rewrite every pipeline as part of the migration, a team whose engineers waste hours pushing commits to debug ci-only failures and needs to reproduce the exact run locally, a monorepo where most commits touch a small subset of services and cache-accurate step skipping cuts build minutes materially. Of those, a platform team maintaining near-identical build yaml across forty repositories that wants one versioned module every repository calls instead and an engineering organisation migrating off a ci provider that does not want to rewrite every pipeline as part of the migration are not what DTiQ is typically brought in for.
What can Dagger do that DTiQ cannot?
Dagger covers Pipelines as code, Local and CI parity, Content-addressed caching, Dagger Functions and modules. DTiQ covers SmartAudit, POS transaction linking, 360iQ platform, Exception alerting.

Answered from the vendors’ own pages

Dagger: Does Dagger replace GitHub Actions?

No. Dagger runs inside GitHub Actions or any other CI. It replaces the YAML that describes your pipeline steps, not the trigger and runner layer.

DTiQ: Is DTiQ a video management system?

Not primarily. It is a managed service where human auditors review your footage and deliver scored reports. The platform exists to support that service.

Dagger: Is the engine open source?

Yes, the Dagger engine and SDKs are open source and free. Dagger Cloud, the observability product, is what costs money.

DTiQ: How is it priced?

Per location as a managed service, based on audit scope and frequency, with hardware and installation bundled. Nothing is published.

Dagger: What is an event in the pricing?

Dagger Cloud meters pipeline telemetry events. One million per month is free; the Team plan at 50 USD per month allows ten million.

DTiQ: Who owns DTiQ?

Digital Alpha holds a majority stake following a $200 million investment that bought out Bain Capital, BV Investment Partners and others, alongside a Cisco Meraki partnership.

Dagger: Can I run the same pipeline on my laptop?

Yes, that is the main reason teams adopt it. The dagger CLI executes the identical graph locally, so CI-only failures become reproducible.

DTiQ: Does it integrate with my POS?

Yes, with major restaurant and convenience store point of sale systems, which is what allows transaction exceptions to be replayed on video.

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