Automation Integration · head to head
Kogito vs Meltano
Kogito
Automation Integration
Cloud-native business automation for Quarkus, now an Apache KIE component
- From
- Free
- Rated
- -
Meltano
Automation Integration
Open source ELT built on the Singer tap and target ecosystem, configured as code
- From
- Free
- Rated
- -
The short version
- Each has a real cost: Kogito kogito is a developer framework, not a product, so there is no equivalent of Camunda Operate for business users and any process monitoring interface has to be built or bought separately.; Meltano the company behind Meltano wound down in December 2025 and the project was transferred to Matatika, a much smaller organisation, so roadmap velocity and the size of the maintenance team are now materially lower than the tool's reputation suggests.
- They diverge on capability: Kogito covers Build-time code generation, Meltano covers Singer plugin management.
- Prices and features above were last checked on 31 August 2026.
Where they differ
Only the attributes on which Kogito and Meltano actually diverge.
Identical on both: starting price (Free), pricing model (Open source, no licence fee), free tier (Yes), user rating (Not yet rated), category (Automation Integration).
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 Kogito
- Build-time code generation
- Quarkus and Spring Boot support
- DMN decision services
- Drools rules engine
- Serverless workflow
- Kubernetes operator
Only in Meltano
- Singer plugin management
- Project as code
- Environments
- Incremental state
- dbt integration
- Custom taps
- Orchestrator hooks
- Container deployment
What people use each for
The jobs each tool is most often brought in to do.
Kogito
- A Quarkus microservice that must expose a DMN decision model as a REST endpoint with millisecond start-upnot Meltano
- Serverless deployment of business rules where a traditional BPM server would be far too heavynot Meltano
- A Red Hat shop that wants the upstream of Red Hat process automation with the option of a supported build laternot Meltano
- Replacing hand-coded conditional logic with DMN tables that business analysts can review and amendnot Meltano
Meltano
- A data team that wants to stop paying per-row connector fees on high-volume sources they can extract themselvesnot Kogito
- Loading from an API that no commercial ELT vendor supports, by writing a tap with the Meltano SDKnot Kogito
- Keeping pipeline configuration in the same Git repository and review process as the rest of the platform codenot Kogito
- A regulated environment where extraction must run inside your own network with no data passing through a vendornot Kogito
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Kogito
- Kogito is a developer framework, not a product, so there is no equivalent of Camunda Operate for business users and any process monitoring interface has to be built or bought separately.
- Long-running stateful processes need external persistence and messaging that you configure and operate yourself, which removes much of the convenience a BPM server normally provides.
- It sits inside the Apache KIE incubator, and incubating status means graduation is not guaranteed and the project name and artefact coordinates have already changed once.
- Red Hat is by far the dominant contributor despite ASF stewardship, so the roadmap follows Red Hat product priorities rather than community demand.
- Documentation is spread across legacy JBoss sites, the old Kogito site and the new Apache KIE site, and search results routinely land on outdated versions, which costs real time during adoption.
Meltano
- The company behind Meltano wound down in December 2025 and the project was transferred to Matatika, a much smaller organisation, so roadmap velocity and the size of the maintenance team are now materially lower than the tool's reputation suggests.
- Singer connector quality varies enormously; a tap may be maintained, abandoned, or maintained only for the subset of endpoints its original author needed, and you will not know which until a schema change breaks a load at 3am.
- There is no managed hosting from the project itself, so someone on your team owns scheduling, secrets, retries, alerting and upgrades, which is real headcount that a per-row SaaS bill was buying for you.
- It is command-line and YAML first with no meaningful web interface, so analysts who are not comfortable in Git and a terminal cannot maintain pipelines themselves.
- Debugging spans three layers, the tap, Meltano itself and the target, and each has its own logging conventions, so failures often require reading Python source in a third-party connector.
Pricing, plan by plan
Kogito
Free- KogitoFree
- Apache 2.0 licence
- Apache KIE incubating project
- No usage limits
Meltano
Free- MeltanoFree
- MIT licensed, self-hosted
- No paid Meltano Cloud tier; it was retired before the company wound down
- Community support via Slack and GitHub
Which should you pick?
Choose Kogito if
- You need build-time code generation.
- You want to start without paying.
- You work on Linux, Docker, Kubernetes.
- You also want quarkus and spring boot support.
Choose Meltano if
- You need singer plugin management.
- You want to start without paying.
- You work on Linux, macOS, Docker, Windows (via WSL).
- You also want project as code.
Questions people ask
- Is Kogito or Meltano better?
- Neither clearly leads. Kogito starts at Free and Meltano at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Kogito or Meltano?
- Kogito starts at Free and Meltano at Free.
- Does Kogito or Meltano run on more platforms?
- Kogito runs on Linux, Docker, Kubernetes. Meltano runs on Linux, macOS, Docker, Windows (via WSL).
- Can I use Kogito for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is Kogito best used for?
- Kogito is most often used for a quarkus microservice that must expose a dmn decision model as a rest endpoint with millisecond start-up, serverless deployment of business rules where a traditional bpm server would be far too heavy, a red hat shop that wants the upstream of red hat process automation with the option of a supported build later, replacing hand-coded conditional logic with dmn tables that business analysts can review and amend. Of those, a quarkus microservice that must expose a dmn decision model as a rest endpoint with millisecond start-up and serverless deployment of business rules where a traditional bpm server would be far too heavy are not what Meltano is typically brought in for.
- What can Kogito do that Meltano cannot?
- Kogito covers Build-time code generation, Quarkus and Spring Boot support, DMN decision services, Drools rules engine. Meltano covers Singer plugin management, Project as code, Environments, Incremental state.
Answered from the vendors’ own pages
Kogito: Is Kogito still maintained?
Yes. It is an Apache KIE incubating project with active commits, with Red Hat as the dominant contributor.
Meltano: Is Meltano still maintained after the company shut down?
Yes. Arch, formerly Meltano, was acquired by Matatika in December 2025 and the open source project continues under their stewardship, with releases through 2026.
Kogito: How does it differ from jBPM?
Kogito compiles process and rule definitions into application code at build time; jBPM was a runtime engine that loads definitions.
Meltano: Is there a hosted Meltano?
Not from the project. Meltano Cloud was retired, and hosting now comes from Matatika or from running the container yourself.
Kogito: Does it need Quarkus?
It is designed for Quarkus and supports Spring Boot; both are Java frameworks rather than a standalone server.
Meltano: How does it compare on cost with Fivetran?
Meltano has no licence fee, so the comparison is your engineering time versus Fivetran's per-monthly-active-row billing. High-volume, low-complexity sources favour Meltano; long tails of fiddly SaaS APIs favour Fivetran.
Kogito: Is there commercial support?
Not from Apache. Red Hat sells supported builds of this lineage as part of its subscriptions.
Meltano: Can I use Airbyte connectors with it?
Yes, Meltano can run Airbyte source connectors through a bridge, which widens the connector pool beyond Singer taps.
Related pages
Other head to heads
- Kogito vs n8n
- Kogito vs Temporal
- Kogito vs Flowable
- Kogito vs Camunda
- Kogito vs Activiti
- Kogito vs Decodable
- Kogito vs Zapier
- Kogito vs Dagster
- Kogito vs Blue Prism
- Kogito vs CrewAI
- Kogito vs Mage AI
- Kogito vs Nintex
- Kogito vs Stitch
- Kogito vs Talend
- Kogito vs Tealium
- Kogito vs Tines
- Kogito vs Trigger.dev
- Kogito vs Xano
- Kogito vs Airbyte
- Kogito vs Fivetran
- Kogito vs Nango
- Kogito vs Windmill
- Kogito vs RudderStack
- Kogito vs Grouparoo
- Kogito vs jBPM
- Kogito vs Prefect
- Kogito vs mParticle
- Kogito vs UiPath
- Kogito vs Alloy Automation
- Kogito vs Celigo
- Meltano vs n8n
- Meltano vs Temporal
- Meltano vs Flowable
- Meltano vs Camunda
- Meltano vs Activiti
- Meltano vs Decodable
- Meltano vs Zapier
- Meltano vs Dagster
- Meltano vs Blue Prism
- Meltano vs CrewAI
- Meltano vs Mage AI
- Meltano vs Nintex
- Meltano vs Stitch
- Meltano vs Talend
- Meltano vs Tealium
- Meltano vs Tines
- Meltano vs Trigger.dev
- Meltano vs Xano
- Meltano vs Airbyte
- Meltano vs Fivetran
- Meltano vs Nango
- Meltano vs Windmill
- Meltano vs RudderStack
- Meltano vs Grouparoo
- Meltano vs jBPM
- Meltano vs Prefect
- Meltano vs mParticle
- Meltano vs UiPath
- Meltano vs Alloy Automation
- Meltano vs Celigo