Developer Tools · head to head
Dagger vs Quantum Metric

Dagger
Developer Tools
Programmable CI/CD engine that runs your pipeline as containers on any runner
- From
- Free
- Free plan
- Yes

Quantum Metric
Business Intelligence
Continuous product design platform
- From
- On request
- Free plan
- No
The short version
- Quantum Metric is a continuous product design platform.
- Quantum Metric is free; Dagger starts at $50/mo.
- Only Dagger lists pipelines as code; only Quantum Metric lists session Replay.
- Where Quantum Metric falls short: only enterprise plans are offered and the pricing page publishes no rate, no session volume tier and no minimum.
- Prices and features on this page were last checked on 13 November 2026.
Where they differ
Only the attributes on which Dagger and Quantum Metric actually diverge.
| Attribute | Dagger | Quantum Metric |
|---|---|---|
| Starting price | Free | On request |
| Pricing model | Per month per team for Dagger Cloud | Subscription |
| Free tier | Yes | No |
| Platforms | Linux, macOS, Windows, Self-hosted | Web, iOS, Android |
| Category | Developer Tools | Business Intelligence |
Not yet recorded: founded for Dagger.
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 Quantum Metric
- Session Replay
- Opportunity Analysis
- Anomaly Detection
- Real-time Alerts
- Impact Scoring
- Adobe Analytics
- Google Analytics
- Salesforce
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 Quantum Metric
- An engineering organisation migrating off a CI provider that does not want to rewrite every pipeline as part of the migrationnot Quantum Metric
- A team whose engineers waste hours pushing commits to debug CI-only failures and needs to reproduce the exact run locallynot Quantum Metric
- A monorepo where most commits touch a small subset of services and cache-accurate step skipping cuts build minutes materiallynot Quantum Metric
Quantum Metric
- Session replay and digital experience analytics for large web and mobile propertiesnot Dagger
- Quantifying friction and conversion loss in checkout and signup flowsnot Dagger
- Streaming behavioural insights into a data warehousenot 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
Quantum Metric
- Only enterprise plans are offered and the pricing page publishes no rate, no session volume tier and no minimum
- The page states plans are built around your business, with the only routes being a personalised discussion, a live demo or product tours
- There is no self-serve tier, free plan or trial published
Pricing, plan by plan
Dagger
Free- IndividualFree
- One user
- One million events per month
- Workflow logs and function call traces
- Team$50/mo
- Up to ten users
- Ten million events per month
- Module insights and module catalogue
- EnterpriseOn request
- Custom user and event limits
- SSO
- Managed single-tenant deployment
Quantum Metric
On request- CustomFree
- Full Platform
- Real-time Analytics
- Enterprise Support
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.
Choose Quantum Metric if
- You need session replay.
- You work on Web, iOS, Android.
- You also want opportunity analysis.
Questions people ask
- Is Dagger or Quantum Metric better?
- Neither clearly leads. Dagger starts at Free and Quantum Metric at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Dagger or Quantum Metric?
- Dagger has a free tier; the other does not. Paid plans start at Free for Dagger and On request for Quantum Metric.
- Does Dagger or Quantum Metric run on more platforms?
- Dagger runs on Linux, macOS, Windows, Self-hosted. Quantum Metric runs on Web, iOS, Android.
- Can I use Dagger for free?
- Yes. Dagger has a free tier, so you can try it without paying. Quantum Metric 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 Quantum Metric is typically brought in for.
- What can Dagger do that Quantum Metric cannot?
- Dagger covers Pipelines as code, Local and CI parity, Content-addressed caching, Dagger Functions and modules. Quantum Metric covers Session Replay, Opportunity Analysis, Anomaly Detection, Real-time Alerts.
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.
Quantum Metric: How much does Quantum Metric cost?
Quantum Metric uses custom pricing based on annual session volume, number of digital properties monitored, and product add-ons. Exact costs require contacting the sales team.
SourceDagger: 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.
Quantum Metric: Does Quantum Metric offer a free trial?
The pricing page does not mention a free trial option. Interested parties must request a demo to discuss pricing and obtain a custom quote.
SourceDagger: 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.
Quantum Metric: What factors affect Quantum Metric pricing?
Pricing scales with digital properties (websites and applications monitored), session volume (data collected and analyzed), and customer success tier selected. Add-on products like employee experience, data enrichment, and data streaming have separate pricing considerations.
SourceDagger: 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.
Related pages
More on Quantum Metric
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