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Testing · head to head

Cucumber vs Steampipe

Cucumber logo

Cucumber

Testing

Behaviour-driven development testing framework that returned to community ownership after nine years under SmartBear

From
Free
Rated
-
Full reviewWebsite
Steampipe logo

Steampipe

Developer Tools

Query cloud APIs, SaaS tools and code with SQL, with no extract or load step

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Cucumber gherkin's plain-language layer adds a real maintenance burden, keeping feature files, step definitions and implementation code synchronised across a large suite is a known source of drift and duplicated effort.; Steampipe aGPL-3.0 across all four engines is a procurement blocker at organisations that ban the licence outright, and the network clause reaches any internal portal or service that puts a web interface in front of it.
  • They diverge on capability: Cucumber covers Gherkin syntax, Steampipe covers SQL over live APIs.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Cucumber and Steampipe actually diverge.

Attributes where Cucumber and Steampipe differ
AttributeCucumberSteampipe
Pricing modelOpen source, no licence feeOpen source, with paid hosting through Turbot Pipes
PlatformsLinux, macOS, WindowsmacOS, Linux, Windows, Docker, Web
CategoryTestingDeveloper Tools

Identical on both: starting price (Free), free tier (Yes), 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 Cucumber

  • Gherkin syntax
  • Step definition binding
  • Multi-language support
  • Living documentation
  • Tagging and scenario outlines
  • Reporting plugins

Only in Steampipe

  • SQL over live APIs
  • Wide plugin set
  • Embedded Postgres
  • Compliance benchmarks
  • Joins across providers
  • Hosted option

What people use each for

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

Cucumber

  • A team practising behaviour-driven development that wants shared, readable specifications between product owners and engineersnot Steampipe
  • An organisation wanting living documentation that stays synchronised with actual test coverage rather than a separate specification documentnot Steampipe
  • A QA team migrating acceptance tests from a proprietary BDD tool to an open source, community-governed alternativenot Steampipe
  • A Java, JavaScript or Ruby project needing a mature BDD framework rather than building Gherkin-style parsing from scratchnot Steampipe

Steampipe

  • Security teams answering posture questions against live cloud accounts rather than a nightly exportnot Cucumber
  • Compliance evidence gathering where the answer must reflect the account at the moment it is askednot Cucumber
  • Inventory and drift questions spanning several cloud providers in one querynot Cucumber
  • Engineers who would rather write SQL than learn each provider command line toolnot Cucumber

Where each one falls short

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

Cucumber

  • Gherkin's plain-language layer adds a real maintenance burden, keeping feature files, step definitions and implementation code synchronised across a large suite is a known source of drift and duplicated effort.
  • Ownership has moved twice in under a decade, from independent to SmartBear-owned to independent community ownership again, which should temper confidence in any specific long-range roadmap claim.
  • Non-technical stakeholders who are meant to read and write Gherkin scenarios often do not engage with them in practice, leaving the readability benefit unrealised while the maintenance cost remains.
  • Step definition reuse across a large feature file set can become tangled, with ambiguous step matching causing hard-to-debug failures as a suite grows.
  • As a community-owned project without a corporate backer's support infrastructure, enterprise buyers wanting a formal support contract have no vendor to buy one from, unlike some competing BDD tools still sold commercially.

Steampipe

  • AGPL-3.0 across all four engines is a procurement blocker at organisations that ban the licence outright, and the network clause reaches any internal portal or service that puts a web interface in front of it.
  • Dashboards, benchmarks and mods were removed from Steampipe entirely at version 1.0 in October 2024 and now live in a separate product, so pre-2024 documentation and tutorials describe commands that no longer exist.
  • Live querying is bound by cloud provider API rate limits and keeps no persistent store by default, which is why a separate DuckDB-backed product exists for log volumes and why large accounts return slowly.
  • The company is fifteen people and bootstrapped, maintaining four command line tools plus a hosted service plus two further products, and the newer tools have thin community traction relative to that surface area.
  • Hosted tiers include only three users regardless of tier, with additional Enterprise users charged separately, so a team of thirty costs an order of magnitude more than the headline figure before compute and storage are counted.

Pricing, plan by plan

Cucumber

Free
  • CucumberFree
    • Full functionality across Cucumber-JVM, Cucumber-JS, Cucumber-Ruby and other implementations
    • Community support via GitHub
    • Returned to independent community ownership in December 2024 after nine years connected to SmartBear

Steampipe

Free
  • Steampipe CLIFree
    • AGPL-3.0
    • All plugins
    • No user or query limits
  • Pipes DeveloperFree
    • One user
    • 400 compute minutes
    • 3GB storage
  • Pipes Team$49/month
    • Three users
    • 2,000 compute minutes
    • 20GB storage
  • Pipes Enterprise$249/month
    • Three users
    • 10,000 compute minutes
    • 100GB storage

Which should you pick?

Choose Cucumber if

  • You need gherkin syntax.
  • You want to start without paying.
  • You work on Linux, macOS, Windows.
  • You also want step definition binding.
Cucumber review

Choose Steampipe if

  • You need sql over live apis.
  • You want to start without paying.
  • You work on macOS, Linux, Windows, Docker, Web.
  • You also want wide plugin set.
Steampipe review

Questions people ask

Is Cucumber or Steampipe better?
Neither clearly leads. Cucumber starts at Free and Steampipe at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Cucumber or Steampipe?
Cucumber starts at Free and Steampipe at Free.
Does Cucumber or Steampipe run on more platforms?
Cucumber runs on Linux, macOS, Windows. Steampipe runs on macOS, Linux, Windows, Docker, Web.
Can I use Cucumber for free?
Both have a free tier, so you can try either at no cost before committing.
What is Cucumber best used for?
Cucumber is most often used for a team practising behaviour-driven development that wants shared, readable specifications between product owners and engineers, an organisation wanting living documentation that stays synchronised with actual test coverage rather than a separate specification document, a qa team migrating acceptance tests from a proprietary bdd tool to an open source, community-governed alternative, a java, javascript or ruby project needing a mature bdd framework rather than building gherkin-style parsing from scratch. Of those, a team practising behaviour-driven development that wants shared, readable specifications between product owners and engineers and an organisation wanting living documentation that stays synchronised with actual test coverage rather than a separate specification document are not what Steampipe is typically brought in for.
What can Cucumber do that Steampipe cannot?
Cucumber covers Gherkin syntax, Step definition binding, Multi-language support, Living documentation. Steampipe covers SQL over live APIs, Wide plugin set, Embedded Postgres, Compliance benchmarks.

Answered from the vendors’ own pages

Cucumber: Is Cucumber owned by SmartBear?

No, not currently. SmartBear acquired Cucumber Ltd in 2019 but the open source project returned to independent community ownership in December 2024.

Steampipe: When did Steampipe become AGPL?

May 2021, about four months after the project went public. It is a settled licence rather than a recent change, and predates the Business Source Licence wave it is often confused with.

Cucumber: Is Cucumber free?

Yes, entirely open source with no licence fee across all its language implementations.

Steampipe: Where did the dashboards and benchmarks go?

Into Powerpipe. They were deprecated in March 2024 and removed from Steampipe at version 1.0 in October 2024, so the check, dashboard, mod and variable commands are gone.

Cucumber: Does Cucumber replace Selenium or Appium?

No, Cucumber provides the Gherkin specification layer and step definition binding; the actual browser or mobile automation still needs a driver such as Selenium or Appium underneath.

Steampipe: Is it fast on a large cloud estate?

Not always. Queries call provider APIs at request time, so rate limits rather than query planning set the pace, and there is no persistent store by default.

Steampipe: Does the AGPL affect internal use?

Running it internally for your own analysis is fine. Putting a web interface in front of it that other people use is where the network clause becomes a question for your legal team.

Steampipe: Is a bootstrapped vendor a risk?

It cuts both ways. There is no investor pressure toward a licence change or an exit, and there are also fifteen people supporting a large product surface.

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