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dbt alternatives: 5 apps ranked by verified data

Facts checked Nov 8, 2026AppBreakup editorialHow we rankAll data integration and ELT tools

Top picks

  • Airbyte logo

    Best overall

    Airbyte

    Starting price: $20/month (cloud)

  • Fivetran logo

    Best free option

    Fivetran

    Starting price: Usage-based; $5 monthly base charge per standard connection

  • Dataform logo

    Best open source

    Dataform

    Free

Common reasons people leave dbt: only transforms data; you still need a separate tool to extract and load it, and team plan is priced per developer seat, which adds up for larger teams. We ranked 5 alternatives by how directly each one replaces dbt, then by reviews, real visits and how recently each app's facts were checked against its own website. Airbyte currently ranks first.

Quick comparison

#AppPricingVerified priceOpen sourcePlatformsVerified factsScore
1Airbyte logoAirbyteOpen source$20/month (cloud)YesWeb, Self-hosted5 of 579.8
2Fivetran logoFivetranFree plan + paidUsage-based; $5 monthly base charge per standard connectionNoWeb6 of 668.8
3Talend (Qlik Talend Cloud) logoTalend (Qlik Talend Cloud)Paid—NoWeb, Self-hosted4 of 461.8
4Dataform logoDataformFree—YesWeb5 of 559.4
5Informatica logoInformaticaPaid—NoWeb, Self-hosted4 of 459.4
  1. Airbyte logo

    1. AirbyteTop pick

    Best for: Data engineers who want open-source ELT they can self-host and extend with custom connectors

    Open sourceSelf-hostableWeb, Self-hosted

    79.8

    score / 100

    Why switch from dbt

    Open-source pipelines that cover extract and load, with a self-hostable core if you want to avoid a vendor platform.

    Pros

    • Core engine is free to self-host with no row-based fees
    • Connector Builder and CDK make custom sources straightforward
    • Same pipelines can move between self-hosted and managed cloud

    Cons

    • Self-hosting means you handle upgrades, scaling and failed syncs
    • Community connectors vary in quality and maintenance
    • SSO and faster sync schedules are limited to higher paid plans
    Visit Airbyte Details and reviews
    How this score is calculated
    Editorial fit ×0.387
    Reviews ×0.363
    Clicks (90 days) ×0.15100
    Freshness ×0.15100
    Votes ×0.150

    0 counted reviews, 0 up and 0 down votes. Full formula

    Is Airbyte a good dbt alternative?

    Verified facts

    5 of 5 verified
    Self-hosting
    Free (Airbyte Core)
    Checked Nov 8, 2026airbyte.com(opens source in a new tab)
    Starting price
    $20/month (cloud)
    Checked Nov 8, 2026airbyte.com(opens source in a new tab)
    Free trial
    14 days, no credit card
    Checked Nov 8, 2026airbyte.com(opens source in a new tab)
    Connectors
    700+
    Checked Nov 8, 2026airbyte.com(opens source in a new tab)
    Open source
    Yes
    Checked Nov 1, 2026github.com(opens source in a new tab)
  2. Fivetran logo

    2. Fivetran

    Best for: Data teams that want hands-off, reliable connectors into a cloud warehouse and can pay for volume

    Free plan + paidWeb

    68.8

    score / 100

    Why switch from dbt

    Same company now, and its managed connectors load the data that dbt transforms, with transformation runs built in.

    Pros

    • Large catalogue of fully managed connectors, including enterprise databases and SAP
    • Handles schema changes and retries without manual pipeline work
    • Free plan covers small workloads, and each new connection gets a trial

    Cons

    • Usage-based pricing by monthly active rows is hard to predict and gets expensive at scale
    • No self-hosted open-source edition; hybrid deployment is a paid option
    • Custom sources need extra work compared with tools that have a connector SDK
    Visit Fivetran Details and reviews
    How this score is calculated
    Editorial fit ×0.3100
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.15100
    Votes ×0.150

    0 counted reviews, 0 up and 0 down votes. Full formula

    Is Fivetran a good dbt alternative?

    Verified facts

    6 of 6 verified
    Free plan
    Yes
    Checked Nov 8, 2026fivetran.com(opens source in a new tab)
    Free trial
    14 days per new connection
    Checked Nov 8, 2026fivetran.com(opens source in a new tab)
    Connectors
    750+
    Checked Nov 8, 2026fivetran.com(opens source in a new tab)
    Pricing model
    Usage-based (monthly active rows)
    Checked Nov 8, 2026fivetran.com(opens source in a new tab)
    Starting price
    Usage-based; $5 monthly base charge per standard connection
    Checked Nov 8, 2026fivetran.com(opens source in a new tab)
    Annual contract discount
    Up to 22%
    Checked Nov 8, 2026fivetran.com(opens source in a new tab)
  3. Talend (Qlik Talend Cloud) logo

    3. Talend (Qlik Talend Cloud)Acquired

    Best for: Enterprises that need integration, data quality and governance from one vendor, in cloud or on-premises

    PaidWeb, Self-hosted

    61.8

    score / 100

    Why switch from dbt

    Visual low-code transformations plus data quality and governance in one enterprise suite.

    Pros

    • Covers batch, real-time CDC, ETL, ELT and API integration in one platform
    • Built-in data quality, lineage and governance tools
    • Runs in the cloud, on-premises or hybrid

    Cons

    • No published prices; every plan goes through Qlik sales
    • Heavyweight for small teams that only need a few connectors
    • Product names and editions have shifted since the Qlik acquisition
    Visit Talend (Qlik Talend Cloud) Details and reviews
    How this score is calculated
    Editorial fit ×0.377
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.15100
    Votes ×0.150

    0 counted reviews, 0 up and 0 down votes. Full formula

    Is Talend (Qlik Talend Cloud) a good dbt alternative?

    Verified facts

    4 of 4 verified
    Owner
    Qlik
    Checked Nov 8, 2026talend.com(opens source in a new tab)
    Deployment
    Cloud, on-premises or hybrid
    Checked Nov 8, 2026talend.com(opens source in a new tab)
    Integration patterns
    Batch, real-time, ETL, ELT and APIs
    Checked Nov 8, 2026talend.com(opens source in a new tab)
    Talend Data Fabric
    Still sold, cloud and on-premises
    Checked Nov 8, 2026talend.com(opens source in a new tab)
  4. Dataform logo

    4. Dataform

    Best for: BigQuery teams that want managed SQL pipelines with Git and scheduling at no extra service fee.

    FreeOpen sourceWeb

    59.4

    score / 100

    Why switch from dbt

    Free managed SQLX pipelines inside Google Cloud, a simpler fit when your warehouse is only BigQuery.

    Pros

    • No fee for Dataform itself; you only pay BigQuery for the queries
    • Browser workspace with Git sync to GitHub, GitLab, Bitbucket or Azure DevOps
    • JavaScript can generate repetitive SQL instead of copy-paste
    • Open-source core and CLI under Apache 2.0

    Cons

    • Managed service works only with BigQuery
    • Smaller ecosystem of packages and community help than dbt
    • Tied to Google Cloud console, IAM and billing setup
    Visit Dataform Details and reviews
    How this score is calculated
    Editorial fit ×0.369
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.15100
    Votes ×0.150

    0 counted reviews, 0 up and 0 down votes. Full formula

    Is Dataform a good dbt alternative?

    Verified facts

    5 of 5 verified
    Price
    Free service
    Checked Nov 8, 2026cloud.google.com(opens source in a new tab)
    Compute billing
    Charged via BigQuery
    Checked Nov 8, 2026cloud.google.com(opens source in a new tab)
    Git integration
    GitHub, GitLab, Bitbucket, Azure DevOps
    Checked Nov 8, 2026cloud.google.com(opens source in a new tab)
    Language
    SQLX (SQL extension) and JavaScript
    Checked Nov 8, 2026cloud.google.com(opens source in a new tab)
    License
    Apache-2.0
    Checked Nov 5, 2026github.com(opens source in a new tab)
  5. Informatica logo

    5. InformaticaAcquired

    Best for: Large enterprises that need integration, data quality and master data management on one contract

    PaidWeb, Self-hosted

    59.4

    score / 100

    Why switch from dbt

    Enterprise data management cloud with ETL, data quality and master data under one consumption contract.

    Pros

    • Very broad suite: integration, quality, catalog, governance and MDM
    • One pool of IPUs can be spent across many cloud services
    • 300+ connectors, including older enterprise systems

    Cons

    • IPU consumption pricing is hard to estimate before you buy
    • Steep learning curve and usually needs specialists or consultants
    • Overkill for small teams loading a few SaaS sources
    Visit Informatica Details and reviews
    How this score is calculated
    Editorial fit ×0.369
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.15100
    Votes ×0.150

    0 counted reviews, 0 up and 0 down votes. Full formula

    Is Informatica a good dbt alternative?

    Verified facts

    4 of 4 verified
    Owner
    Salesforce
    Checked Nov 8, 2026informatica.com(opens source in a new tab)
    Pricing model
    Consumption-based (IPUs)
    Checked Nov 8, 2026informatica.com(opens source in a new tab)
    Free trial
    30 days
    Checked Nov 8, 2026informatica.com(opens source in a new tab)
    Connectors
    300+
    Checked Nov 8, 2026informatica.com(opens source in a new tab)

The best dbt alternative for…

The highest-ranked app in this list for each need.

Airbyte logo

Best dbt alternative for most people

Airbyte

Open-source pipelines that cover extract and load, with a self-hostable core if you want to avoid a vendor platform.

Dataform logo

Best dbt alternative for a free option

Dataform

Free managed SQLX pipelines inside Google Cloud, a simpler fit when your warehouse is only BigQuery.

Fivetran logo

Best dbt alternative for a free plan you can upgrade

Fivetran

Same company now, and its managed connectors load the data that dbt transforms, with transformation runs built in.

Airbyte logo

Best dbt alternative for open source

Airbyte

Open-source pipelines that cover extract and load, with a self-hostable core if you want to avoid a vendor platform.

Airbyte logo

Best dbt alternative for self-hosting

Airbyte

Open-source pipelines that cover extract and load, with a self-hostable core if you want to avoid a vendor platform.

Talend (Qlik Talend Cloud) logo

Best dbt alternative for working in the browser

Talend (Qlik Talend Cloud)

Visual low-code transformations plus data quality and governance in one enterprise suite.

dbt alternatives: common questions

What is the best alternative to dbt?

Airbyte ranks first right now. Open-source pipelines that cover extract and load, with a self-hostable core if you want to avoid a vendor platform. Fivetran and Talend (Qlik Talend Cloud) follow it in our ranking.

dbt vs Airbyte: what's the difference?

Both dbt and Airbyte are free and open source. Verified prices: dbt $100 per user/month (Starter), Airbyte $20/month (cloud). Only dbt runs on Windows, macOS and Linux.

Is dbt free?

dbt is free and open source. Free plan: 1 developer seat, 3,000 models/month; Starting price: $100 per user/month (Starter). Checked on dbt's own site, November 2026.

How much do dbt alternatives cost?

Verified prices for the top-ranked dbt alternatives: Airbyte, $20/month (cloud); Fivetran, Usage-based; $5 monthly base charge per standard connection. Each price was checked on the app's own site; see each card below for the date and source.

Is there a free alternative to dbt?

Yes. Airbyte (open source), Fivetran (free plan + paid) and Dataform (free) have a free option. Check each app's verified facts for current plan limits.

Is there an open-source alternative to dbt?

Yes: Airbyte and Dataform. Airbyte can also be self-hosted.

Why do people switch from dbt?

The complaints we hear most: only transforms data; you still need a separate tool to extract and load it; team plan is priced per developer seat, which adds up for larger teams; assumes comfort with SQL, Git and the command line.

How is this list ranked?

Every app is scored with the same published formula: how directly it replaces dbt, reviews (weighted by verification), visits from AppBreakup, how recently its facts were checked against its own website, and reader votes.