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Developer Tools · head to head

GitLab CI/CD vs Preset

GitLab CI/CD logo

GitLab CI/CD

Developer Tools

Automatically build, test, deploy, and monitor your applications with GitLab CI/CD

From
Free
Free plan
Yes
Visit GitLab CI/CDFull review
Preset logo

Preset

Business Intelligence

Managed Apache Superset

From
Free
Free plan
Yes
Visit PresetFull review

The short version

  • GitLab CI/CD is free; Preset starts at $25/user/mo.
  • Where GitLab CI/CD falls short: compute minute quotas for Premium and Ultimate tiers not disclosed in documentation.
  • Where Preset falls short: limited SQL IDE advanced features compared to specialized query tools.
  • Prices and features on this page were last checked on 13 November 2026.

Where they differ

Only the attributes on which GitLab CI/CD and Preset actually diverge.

Attributes where GitLab CI/CD and Preset differ
AttributeGitLab CI/CDPreset
CategoryDeveloper ToolsBusiness Intelligence

Identical on both: starting price (Free), free tier (Yes), platforms (Web).

Not yet recorded: pricing model for Preset, founded for GitLab CI/CD.

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 GitLab CI/CD

Nothing recorded that Preset does not also cover.

Only in Preset

  • Managed Superset
  • Auto-scaling
  • Enterprise Security
  • Custom Branding
  • API Access
  • Snowflake
  • BigQuery
  • Redshift

What people use each for

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

GitLab CI/CD

  • Reducing open source project infrastructure costs with public project discountsnot Preset
  • Enforcing monthly CI/CD spending limits and quota notificationsnot Preset
  • Allocating compute minutes to open source contributors affordablynot Preset
  • Forecasting CI/CD spending patterns across multiple projectsnot Preset
  • Providing private runners for cost control without owning infrastructurenot Preset

Preset

  • Self-service analyticsnot GitLab CI/CD
  • Data explorationnot GitLab CI/CD
  • Ad-hoc reportingnot GitLab CI/CD
  • Collaborative analysisnot GitLab CI/CD
  • Embedded analyticsnot GitLab CI/CD

Where each one falls short

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

GitLab CI/CD

  • Compute minute quotas for Premium and Ultimate tiers not disclosed in documentation
  • Additional compute minutes beyond quota incur charges; exact pricing not specified

Preset

  • Limited SQL IDE advanced features compared to specialized query tools
  • Viewer licenses add substantial cost for embedded analytics deployments
  • Dataset-centric approach requires preprocessing by data teams for some use cases

Pricing, plan by plan

GitLab CI/CD

Free
  • FreeFree
    • 400 compute minutes per month for free tier namespaces
    • Linux x86-64 runners at 1x cost factor
  • PremiumOn request
    • Higher monthly compute minute quotas than free tier
    • Additional compute minutes available for purchase
  • UltimateOn request
    • Highest monthly compute minute allocations
    • Additional compute minutes available for purchase

Preset

Free

No published plan breakdown. See the Preset review.

Which should you pick?

Choose GitLab CI/CD if

  • You want to start without paying.
GitLab CI/CD review

Choose Preset if

  • You need managed superset.
  • You want to start without paying.
  • You also want auto-scaling.
Preset review

Questions people ask

Is GitLab CI/CD or Preset better?
Neither clearly leads. GitLab CI/CD starts at Free and Preset at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, GitLab CI/CD or Preset?
GitLab CI/CD starts at Free and Preset at Free.
Does GitLab CI/CD or Preset run on more platforms?
Both run on Web, so platform support will not decide this one for you.
Can I use GitLab CI/CD for free?
Both have a free tier, so you can try either at no cost before committing.
What is GitLab CI/CD best used for?
GitLab CI/CD is most often used for reducing open source project infrastructure costs with public project discounts, enforcing monthly ci/cd spending limits and quota notifications, allocating compute minutes to open source contributors affordably, forecasting ci/cd spending patterns across multiple projects. Of those, reducing open source project infrastructure costs with public project discounts and enforcing monthly ci/cd spending limits and quota notifications are not what Preset is typically brought in for.
What can GitLab CI/CD do that Preset cannot?
Preset covers Managed Superset, Auto-scaling, Enterprise Security, Custom Branding.

Answered from the vendors’ own pages

GitLab CI/CD: How many GitLab CI compute minutes does the free tier include?

The free tier of GitLab CI includes 400 compute minutes per month for free tier namespaces on GitLab.com.

Source
Preset: Is Preset free?

Preset offers a free tier for small teams called Starter with 5 users and no credit card required. Paid plans start at $25 per user per month.

Source
GitLab CI/CD: What is the cost factor for different GitLab CI runner types?

Linux x86-64 small runners cost 1x; medium runners cost 2x; large runners cost 3x. macOS and Windows runners have cost factors of 6-12x and are in beta status.

Source
Preset: Can I export my data from Preset?

Yes. Preset uses Apache Superset and the founders contribute over 75% of commits to the open-source project, enabling migration to Superset without vendor lock-in.

Source
GitLab CI/CD: Do public open-source projects get discounts on GitLab CI compute minutes?

Public open-source projects receive a 0.5x discount on compute minutes. Public forks of GitLab open-source projects receive a 0.008x discount.

Source
Preset: Does Preset include embedded analytics?

Yes. Embedded dashboards are available on Professional and Enterprise plans, with viewer licenses starting at $500 per month for 50 licenses.

Source
Preset: What is the enterprise pricing for Preset?

Enterprise plans are custom quoted. The median buyer pays $35,495 per year.

Source
Preset: Does Preset support AI-powered analytics?

Yes. As of 2026, Preset includes an AI Chatbot and MCP (Model Context Protocol) integration for building charts and dashboards via natural language.

Source
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