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Developer Tools · head to head

Dagger vs Shufti Pro

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
Shufti Pro logo

Shufti Pro

Cybersecurity

Identity verification and AML screening at the low cost end of the market

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.; Shufti Pro rates are not published despite the pay as you go framing, so the cost advantage over premium vendors has to be established through a quote rather than a price list.
  • They diverge on capability: Dagger covers Pipelines as code, Shufti Pro covers Document verification.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Dagger and Shufti Pro actually diverge.

Attributes where Dagger and Shufti Pro differ
AttributeDaggerShufti Pro
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 Shufti Pro

  • Document verification
  • Facial biometrics
  • AML screening
  • KYB verification
  • Address verification
  • Age verification
  • Pay as you go option

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 Shufti Pro
  • An engineering organisation migrating off a CI provider that does not want to rewrite every pipeline as part of the migrationnot Shufti Pro
  • A team whose engineers waste hours pushing commits to debug CI-only failures and needs to reproduce the exact run locallynot Shufti Pro
  • A monorepo where most commits touch a small subset of services and cache-accurate step skipping cuts build minutes materiallynot Shufti Pro

Shufti Pro

  • A crypto exchange onboarding users in markets where premium vendors have poor document coveragenot Dagger
  • A gambling operator needing age assurance at high volume where per-check cost dominates the unit economicsnot Dagger
  • A gig economy platform verifying couriers whose documents are photographed on low end phonesnot Dagger
  • A startup that needs verification without signing an annual volume commitment before it knows its volumenot 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.

Shufti Pro

  • Rates are not published despite the pay as you go framing, so the cost advantage over premium vendors has to be established through a quote rather than a price list.
  • Accuracy on difficult document types trails the premium vendors, and the saving per check is often consumed by the manual review headcount handling the additional referrals.
  • The enterprise assurance profile is thinner than that of larger competitors, so regulated bank procurement teams frequently rule it out at the vendor risk stage rather than on capability.
  • Support responsiveness scales with contract size, and pay as you go customers have limited recourse when a document type suddenly starts failing in one market.
  • Country coverage is broad but uneven in depth, meaning the same product can perform very differently across two markets you are launching in simultaneously.

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

Shufti Pro

On request
  • Pay as you go$undefined/month
    • Consumption billing with no annual commitment
    • Rate quoted by sales, not published
    • Resubmission sessions stated as not billable
  • Monthly commitment$undefined/month
    • Lower per-verification rate against a volume commitment
    • AML screening and KYB priced as add-ons
    • Free trial available before contracting

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 Shufti Pro if

  • You need document verification.
  • You work on Web, iOS, Android.
  • You also want facial biometrics.
Shufti Pro review

Questions people ask

Is Dagger or Shufti Pro better?
Neither clearly leads. Dagger starts at Free and Shufti Pro at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Dagger or Shufti Pro?
Dagger has a free tier; the other does not. Paid plans start at Free for Dagger and On request for Shufti Pro.
Does Dagger or Shufti Pro run on more platforms?
Dagger runs on Linux, macOS, Windows, Self-hosted. Shufti Pro runs on Web, iOS, Android.
Can I use Dagger for free?
Yes. Dagger has a free tier, so you can try it without paying. Shufti Pro 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 Shufti Pro is typically brought in for.
What can Dagger do that Shufti Pro cannot?
Dagger covers Pipelines as code, Local and CI parity, Content-addressed caching, Dagger Functions and modules. Shufti Pro covers Document verification, Facial biometrics, AML screening, KYB verification.

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.

Shufti Pro: Are failed attempts charged?

Shufti states that resubmission sessions are not charged and that billing follows successful verification attempts. Get that written into the contract, because it materially changes total cost.

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.

Shufti Pro: Is there a published price?

No. Plan structures are published but rates are quoted. Third party estimates put effective cost well below premium vendors.

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.

Shufti Pro: Can we start without a commitment?

Yes. A pay as you go option exists, which is unusual in this category and useful for early stage volume.

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.

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