Airbyte alternatives: 11 ETL and data integration tools compared
People who look past Airbyte tend to be weighing three things: a credit meter that differs per source type, features such as SSO and role-based access that sit on higher plans, and a catalogue where part of the connectors is maintained by the community. The alternatives below include European platforms, change-capture specialists and the large vendors.
Short answer: Keboola, Weld and Dataddo head the list of Airbyte alternatives drawn from our ETL and data integration ranking. Our rule for order: vendors outside the big brands go first, and the largest names are not placed in the top three. Keboola is the one to try if a small team wants pipelines, transformations and scheduling in one place and prefers paying for compute minutes. The 11 entries that follow are all ranked in Best ETL Tools in 2026; each one explains what sets it apart from Airbyte.
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Pricing: Free self-hosted open source (Airbyte Core); cloud by volume or credits from $20 a month, published; capacity plans quoted
Established in: United States
Built for: Teams with engineers who want to own and modify their pipelines
Not for: Business teams with nobody to run the platform
01
Why buyers look past Airbyte
01
Credits are not the same unit for every source
Airbyte's pricing page starts Standard at $20 a month with 5 credits, about 1 GB of syncs, and its FAQ says credit metering differs across source types. Plus begins at $189 a month for 40 credits. Two pipelines of equal size can therefore cost different amounts, and a forecast needs the docs open next to the sales sheet.
02
Access control and sync speed follow the plan
On the comparison matrix, Standard syncs at most hourly, Plus every 15 minutes with SSO, and Pro every 5 minutes with role-based access control and row filtering. Pro and Enterprise Flex are priced by capacity on request. A team that outgrows self-serve credits meets a quote and a different pricing model in the same step.
03
Not every connector has an owner at Airbyte
The support-level page says Marketplace connectors are maintained by community members, carry no support SLA and may break backward compatibility with no notice. Custom connectors are the customer's own to keep working. On Core, support is Slack only, and the deployment guide assumes a Kubernetes cluster, ideally set up with Helm.
a large regulated organisation needs one vendor across integration, catalogue, quality and master data
#12
03
What each one does differently
1
Keboola
Czechia · Published
Keboola, from Czechia, puts extraction, SQL and Python transformation and a visual Flow Builder in a single project. Its pricing page lists 1,500+ data sources and a free tier with 120 compute minutes in the first month and 60 each month after, with top-ups at $0.14 a minute. Enterprise is quoted, and a data catalogue sits in the paid tiers.
Switch from Airbyte if a small team wants pipelines, transformations and scheduling in one place and prefers paying for compute minutes.
Weld, a Copenhagen company, sells plans picked by the monthly active rows you sync, with connectors added as needed. Every plan starts with 14 free days, and paying yearly takes 20% off. SQL transformations, reverse ETL and log-based replication for databases are part of the same product, which gives analysts one screen for loading and modelling.
Switch from Airbyte if analysts want loading and SQL modelling in one product with a trial on every plan.
Dataddo markets 400+ managed connectors and organises its plans around data flows, with separate products for sending data to AI tools, replicating databases and moving it back out of the warehouse. A Start Free button leads into the product. Its catalogue is shorter than Airbyte's, so check your exact sources before moving.
Switch from Airbyte if the sources are mainstream business apps and you would rather have vendor-maintained connectors than a long tail.
Estuary advertises 200+ connectors and moves data by reading database logs, delivering changes continuously rather than on a schedule. Its Developer tier is free up to 10 GB and 2 connector instances a month. The Cloud plan charges $0.50 per GB plus $100 a month per connector instance, falling to $50 from the seventh, with 30 days free first.
Switch from Airbyte if your databases need change data capture and the price per gigabyte is easier to model than credits.
Semarchy comes at integration from master data: its site groups MDM, governance, data quality and data integration, deployable as SaaS, on-premise, in a cloud account or inside Snowflake. Prices are not listed on the pages we read. It answers a different question from Airbyte, namely who owns the record, and not only how rows reach the warehouse.
Switch from Airbyte if the data must be matched, cleansed and governed on its way in, and a deployment inside your own boundary is a requirement.
Matillion charges in credits consumed by task hours and sells annual packages, with Developer, Teams and Scale editions. Its Data Productivity Cloud pushes transformation into the warehouse, and Maia is its agent for building pipelines. The page describes buying credits directly or through an AWS, Azure or Snowflake account, which helps where cloud spend is already committed.
Switch from Airbyte if you want to buy through an existing cloud agreement and transform inside the warehouse.
Fivetran prices by monthly active rows with a calculator on its site. Its free plan covers up to 500,000 rows for connections and 5,000 monthly model runs for transformations. The vendor maintains each connector itself, which is the opposite arrangement from an open catalogue, and it also sells a Hybrid Deployment option for keeping data in your own environment.
Switch from Airbyte if you want every connector kept up by one vendor and are content to pay by active rows.
Qlik Talend Cloud bundles data movement with change capture, transformation, data quality and governance under the Qlik brand, and lists a free trial next to quoted subscriptions. It connects to the large cloud partners and SAP. Teams that already run Qlik analytics find it easiest to adopt; others inherit a product shaped by that parent company.
Switch from Airbyte if quality checks and governance evidence have to travel with the pipelines, and Qlik is already in the building.
Azure Data Factory belongs to Microsoft's Azure and Fabric family and publishes pipeline pricing on the Azure pricing pages. It is the natural choice when storage, warehouse and identity already live in Azure, since billing, access control and monitoring stay in the portal you use already. Expect to assemble the logic yourself from activities.
Switch from Airbyte if your data estate is on Azure and you want pipelines under the same agreement and permissions.
AWS Glue runs Spark jobs without servers and bills per DPU-hour by the second, with a one-minute minimum on current versions. Python Shell jobs default to 0.0625 DPU. It is a toolkit rather than a connector catalogue, so SaaS extraction is something you build, and it fits teams that already write PySpark for an AWS lake.
Switch from Airbyte if the lake is on AWS and engineers would rather write jobs than configure connectors.
Informatica's Intelligent Data Management Cloud, now described as Informatica from Salesforce, bills in Informatica Processing Units that cover its cloud services and master data. Usage appears on a dashboard inside the platform. It is the largest and most formal option here, aimed at enterprises with a procurement process, and it needs people who know the platform.
Switch from Airbyte if a large regulated organisation needs one vendor across integration, catalogue, quality and master data.
You want loading, transformation and scheduling in one project
Keboola: The free tier gives 120 compute minutes in the first month and 60 monthly after that, with 1,500+ sources listed.
02
You need database changes delivered continuously
Estuary: It reads database logs, is free up to 10 GB a month, and charges $0.50 per GB beyond that plus a connector fee.
03
You would rather have one vendor keep every connector working
Fivetran: It maintains its own connectors and prices by monthly active rows, free up to 500,000.
04
You must govern and match the data as it arrives
Semarchy: It combines master data, quality and integration, deployable on-premise or inside Snowflake.
05
Your lake already runs on AWS and your engineers write Spark
AWS Glue: It bills per second with a one-minute minimum, and SaaS extraction is for you to build.
04
When Airbyte is still the right choice
Airbyte remains a sound pick when you want connector code you can read, fork and repair, and the freedom to run the free Core edition on your own Kubernetes cluster. The platform docs list a no-code Connector Builder, an API, a Terraform provider and PyAirbyte, and the connectors page counts 700+ connectors with a 14-day trial of the cloud service. If a small data team has the engineers to look after Core, or the pipelines run on certified connectors, moving to a managed tool replaces one set of chores with a bill.
05
What moving off Airbyte involves
01
Inventory connections and their support level
List each source and destination in use, and mark whether it is an Airbyte, Enterprise, Marketplace or custom connector. The marketplace and custom ones are where a replacement may not exist, so start there.
02
Plan the history before the switch
Check whether the new tool backfills history itself and how it treats incremental cursors. Run old and new side by side for a few sync cycles and compare row counts in the warehouse before the old connection is stopped.
03
Move secrets, schedules and downstream models
Credentials, cron schedules, Terraform definitions and any dbt or orchestrator jobs that wait on Airbyte syncs need new homes. Table and column names often differ between tools, so plan a renaming layer.
06
Questions about replacing Airbyte
7 answers
What is the best alternative to Airbyte?
Keboola ranks first in our list of Airbyte alternatives, followed by Weld and Dataddo.
Keboola puts loading, SQL and Python transformation and orchestration in one project, with a free tier of 60 compute minutes a month after a 120-minute first month, and top-ups at $0.14 a minute.
Which alternative to Airbyte suits a team without a data engineer?
Keboola and Weld both bring transformation into the same product, so analysts are not left assembling a separate tool. Weld lists a 14-day trial on every plan, and Keboola starts free. Fivetran is the pick if you want the vendor to maintain every connector.
Is there an Airbyte alternative with change data capture?
Estuary is built on reading database logs and also backfills history, with a free tier up to 10 GB a month. Weld lists log-based replication for databases, Dataddo mentions real-time CDC, and Qlik Talend Cloud lists data movement and CDC among its modules.
What can replace self-hosted Airbyte Core?
Few hosted tools offer the same free self-hosted route. Semarchy deploys as SaaS, on-premise, in a cloud account or inside Snowflake.
Estuary lists private and bring-your-own-cloud deployment. Fivetran offers Hybrid Deployment. All three are paid, so compare them with the cost of your own Kubernetes time.
Which Airbyte alternatives are European?
Keboola is based in Czechia and Weld in Denmark. The other tools in the list above are US-based. Check the data region each vendor offers before treating location as a compliance answer.
Which Airbyte alternative is cheapest at high volume?
It depends on the meter. Estuary charges $0.50 per GB plus a fixed connector fee, Fivetran bills per active row, and Airbyte Pro prices capacity rather than volume. Run your largest tables through each calculator, because active rows and gigabytes rank the same data differently.
Do the big cloud tools replace Airbyte?
Azure Data Factory and AWS Glue run pipelines inside their clouds, and Informatica covers the widest enterprise needs. None of them is a ready-made SaaS connector catalogue in the way Airbyte is, so expect extra build effort for long-tail sources.
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Sources
Checked 3 November 2026
Airbyte pricing: Standard from $20 a month with 5 credits, Plus from $189 for 40 credits, Pro and Enterprise Flex by capacity quote, sync frequency, SSO and RBAC by plan, credit metering differs by source, 14-day trial, Core free to self-host.
Airbyte connector support levels: Marketplace connectors community-maintained, no SLA, breaking changes without notice; custom connectors; Core support Slack only.
Keboola pricing: Free tier, 120 compute minutes first month then 60 a month, $0.14 a minute top-up, 1,500+ sources, enterprise quoted.
Weld pricing: Plans by monthly active rows, 14-day trial on every plan, 20% off yearly, SQL transformations, reverse ETL, log-based replication.
Dataddo pricing: 400+ managed connectors, products for AI, replication and reverse ETL, Start Free button.
Estuary pricing: Free up to 10 GB and 2 connector instances, $0.50 per GB plus $100 per connector instance ($50 after the sixth), 30-day trial, 200+ connectors.
Semarchy home page: MDM, governance, data quality and integration; SaaS, on-premise, cloud or Snowflake deployment.
Matillion pricing: Credits consumed by task hours, annual packages, Developer, Teams and Scale editions, purchase via AWS, Azure or Snowflake.
Fivetran pricing: Free up to 500,000 MAR and 5,000 model runs, Hybrid Deployment.
Qlik Talend Cloud: Data movement and CDC, transformation, quality and governance, free trial.
Founder of The Knowledge Engineers and of 2 Steps Ahead, an AI search visibility agency. Editorially responsible for every page on this site; research and drafting are AI-assisted.
Author and fact-checker: Sebastiaan Smits. This page was last reviewed on 3 November 2026; our review process is public.
