Automation Integration · head to head
Autonoly vs Jenkins

Autonoly
Automation Integration
AI agents that build and run automation workflows from plain-English prompts
- From
- Free
- Rated
- -

Jenkins
Technology
A self-hosted automation server that can build almost anything, through a plugin ecosystem that is also its main liability.
- From
- Free
- Rated
- -
The short version
- Each has a real cost: Autonoly pricing is credit-based, so heavy web-scraping or long-running workflows can consume the monthly allowance quickly and require add-on credit packs.; Jenkins the controller is stateful and, in the open source distribution, has no high availability: build history, configuration and plugin state live on one filesystem, so every plugin upgrade and core update is downtime for every team using it, and a controller disk failure is a restore-from-backup event.
- They diverge on capability: Autonoly covers Natural language workflow builder, Jenkins covers Plugin ecosystem.
- Prices and features above were last checked on 30 August 2026.
Where they differ
Only the attributes on which Autonoly and Jenkins actually diverge.
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 Autonoly
- Natural language workflow builder
- Web scraping
- Reports and dashboards
- Python and code execution
- Scheduling
- App integrations
- Workflow analytics
Only in Jenkins
- Plugin ecosystem
- Distributed agents
- Declarative and scripted pipelines
- Shared libraries
- Configuration as Code
- Credentials management
- Self-hosted anywhere
- Multibranch and organisation folders
What people use each for
The jobs each tool is most often brought in to do.
Autonoly
- Scraping data from websites into spreadsheets or dashboardsnot Jenkins
- Generating scheduled Excel and PDF reports automaticallynot Jenkins
- Chaining multi-step workflows across business appsnot Jenkins
- Running Python scripts and lightweight ML pipelines on a schedulenot Jenkins
- Sending automated alerts and notifications to Slack, Discord, or emailnot Jenkins
Jenkins
- Builds that must touch physical hardware, such as embedded devices, test rigs or signing modules attached to a specific machinenot Autonoly
- Air-gapped or heavily regulated environments where a hosted CI runner cannot be used at allnot Autonoly
- Toolchains that hosted CI does not support, including node-locked commercial licences for EDA, CAD or simulation softwarenot Autonoly
- Organisations with years of existing Jenkins pipelines where the migration cost currently outweighs the operational cost of stayingnot Autonoly
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Autonoly
- Pricing is credit-based, so heavy web-scraping or long-running workflows can consume the monthly allowance quickly and require add-on credit packs.
- The free plan allows 1,000 credits and three concurrent workflows a month, which is enough to trial the product but not to run anything continuously.
- No published mobile apps (iOS/Android); the platform is web-based only.
- Company details such as founding date, founders, and team size are not disclosed on the site, making it harder to evaluate the vendor's track record.
- As an AI-agent-driven scraper/executor, reliability on sites with aggressive bot protection or frequently changing layouts may vary compared to purpose-built RPA tools.
Jenkins
- The controller is stateful and, in the open source distribution, has no high availability: build history, configuration and plugin state live on one filesystem, so every plugin upgrade and core update is downtime for every team using it, and a controller disk failure is a restore-from-backup event.
- Capability comes from around 1,900 community plugins of very uneven maintenance, and the Jenkins security team regularly publishes advisories for plugins whose maintainer has gone; in some cases the advisory itself states that no fix is available and the only remedy is to stop using it.
- Plugin upgrades are coupled: one plugin can require a newer core or a newer version of another plugin, so applying a single security fix cascades into a coordinated upgrade of a dozen components on a timetable you did not choose.
- Pipelines are Groovy running under a sandbox and a continuation-passing-style transformation, so ordinary Groovy constructs sometimes fail in non-obvious ways, and the debugging skill you build transfers to no other CI system.
- It is free to licence and expensive to run: somebody must own the controller, the agents, the Java version, the credentials store and the plugin upgrade cycle, and that recurring staff cost is the usual reason organisations move to hosted CI even when Jenkins works.
- Leaving is costly by construction, because shared libraries, plugin-specific pipeline steps and accumulated freestyle jobs have no mechanical translation into GitHub Actions or GitLab CI, so the migration is a rewrite whose price grows every year you defer it.
Pricing, plan by plan
Autonoly
Free- FreeFree
- 1,000 credits/month
- 3 concurrent AI agent workflows
- Community support
- Starter$29/month
- 10,000 credits/month
- 5 concurrent workflows
- 3 parallel agents
- Growth$59/month
- 30,000 credits/month
- 15 concurrent workflows
- 5 parallel agents
- Pro$99/month
- 60,000 credits/month
- 50 concurrent workflows
- 15 parallel agents
Jenkins
Free- Open SourceFree
- Unlimited builds
- 1000+ plugins
- Self-hosted
- CloudBees CI$undefined/month
- Enterprise features
- High availability
- Role-based access
Which should you pick?
Choose Autonoly if
- You need natural language workflow builder.
- You want to start without paying.
- You work on web, api.
- You also want web scraping.
Choose Jenkins if
- You need plugin ecosystem.
- You want to start without paying.
- You work on Linux, Windows, Macos, Docker.
- You also want distributed agents.
Questions people ask
- Is Autonoly or Jenkins better?
- Neither clearly leads. Autonoly starts at Free and Jenkins at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Autonoly or Jenkins?
- Autonoly starts at Free and Jenkins at Free.
- Does Autonoly or Jenkins run on more platforms?
- Autonoly runs on web, api. Jenkins runs on Linux, Windows, Macos, Docker.
- Can I use Autonoly for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is Autonoly best used for?
- Autonoly is most often used for scraping data from websites into spreadsheets or dashboards, generating scheduled excel and pdf reports automatically, chaining multi-step workflows across business apps, running python scripts and lightweight ml pipelines on a schedule. Of those, scraping data from websites into spreadsheets or dashboards and generating scheduled excel and pdf reports automatically are not what Jenkins is typically brought in for.
- What can Autonoly do that Jenkins cannot?
- Autonoly covers Natural language workflow builder, Web scraping, Reports and dashboards, Python and code execution. Jenkins covers Plugin ecosystem, Distributed agents, Declarative and scripted pipelines, Shared libraries.
Answered from the vendors’ own pages
Autonoly: How does Autonoly charge?
By credits rather than per task. Free covers 1,000 credits a month, Starter is $29, Growth $59 and Pro $99, with Enterprise priced on application. Simple actions cost 1 to 3 credits and advanced AI operations 5 to 15.
SourceJenkins: Why choose Jenkins over GitHub Actions or GitLab CI?
When the build needs something hosted runners cannot give you: physical hardware, an air-gapped network, a node-locked commercial tool licence, or an unusual platform. If none of those apply, hosted CI is usually less work to own.
Autonoly: Is there a free plan?
Yes. It includes 1,000 credits a month and three concurrent AI agent workflows, with community support. No card is required to start.
SourceJenkins: Can Jenkins run in high availability?
Not in the open source distribution, which runs a single active controller. High availability and active-active controllers are features of CloudBees' commercial products. Open source deployments mitigate it with fast restores and, sometimes, multiple independent controllers.
Autonoly: What happens if I run out of credits?
Autonoly notifies you and suggests optimisations rather than stopping outright: you can upgrade at any time, or have non-critical workflows paused automatically until the allowance resets.
SourceJenkins: How risky are the plugins?
This is the main operational risk. Many plugins have a single volunteer maintainer, and Jenkins publishes security advisories for unmaintained plugins where no fix exists. Auditing which plugins you depend on and who maintains them should be a periodic task, not a one-off.
Autonoly: Can I change plan partway through a month?
Yes. Upgrades and downgrades take effect immediately and billing is prorated. Autonoly also offers 50% off paid plans for nonprofits.
SourceJenkins: Do I need to know Groovy?
For declarative pipelines you can go a long way without it. Anything involving shared libraries, conditional logic or custom steps is Groovy, and it runs in a sandboxed, transformed environment where standard Groovy idioms sometimes behave unexpectedly.
Jenkins: What does it cost?
The software is free under the MIT licence. The cost is infrastructure and staff time to run controllers, agents and upgrades, plus a CloudBees subscription if you want high availability, support or centralised management of many controllers.
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