10 Best ETL Tools for Snowflake of 2026

1. 1

   Airbyte

   An open-source data movement platform with a self-hosted core and a managed cloud, with a maintained Snowflake destination.

   8.7overall

   An open-source data movement platform with a self-hosted core and a managed cloud, with a maintained Snowflake destination.

   Best forTeams that want open source or a low monthly entry price

   Adoption data

   7,000Airbyte's connector catalog says more than 7,000 companies use it to move data every day.

   Airbyte, Airbyte connector catalog (2026): “Trusted by 7,000+ companies to move data every day.”

   Airbyte is the main alternative to Fivetran for Snowflake loading, and the first choice when a team wants the option to self-host. Airbyte Core is free to run on your own infrastructure, while Airbyte Cloud starts at $20 a month on Standard with 5 credits, which the pricing page puts at about 1 GB of syncs. Plus starts at $189 a month for 40 credits and adds SSO and 15-minute syncs. The catalog lists 700+ open-source connectors, and the Snowflake destination docs list five sync modes: full refresh overwrite, overwrite plus deduped, full refresh append, incremental append and incremental append plus deduped. Schema changes are handled by adding columns with ALTER TABLE privileges. The trade-off is operational: self-hosting saves license fees but moves upgrades and monitoring onto your team, and the Standard plan stops at hourly syncs. We compared documented features and published prices and did not benchmark sync speed.

   Strengths

   • +Self-hosted core costs nothing in license fees
   • +Connector code is open, so teams can inspect or fork a connector
   • +Cloud entry plan starts at $20 a month

   Limitations

   • −Standard plan syncs no more often than hourly
   • −Self-hosting means your team runs upgrades and infrastructure
   • −Credit-based Cloud billing needs a volume estimate before you can compare it with row-based tools

   SummaryAirbyte is the best choice for Snowflake teams that want open-source connectors or a $20 a month starting price. Pick Plus or a self-hosted setup if you need syncs faster than hourly.

2. 2

   Fivetran

   A managed ELT service whose vendor-maintained connectors replicate SaaS apps, databases and files into Snowflake on a schedule.

   8.7overall

   A managed ELT service whose vendor-maintained connectors replicate SaaS apps, databases and files into Snowflake on a schedule.

   Best forData teams that want hands-off connectors into Snowflake

   Adoption data

   $600MFivetran said its merger with dbt Labs, announced in October 2025, would form a company approaching $600 million in annual recurring revenue.

   Fivetran, Fivetran and dbt Labs Unite to Set the Standard for Open Data Infrastructure (2025): “Following close of the transaction, the combined company will be approaching $600M in annual recurring revenue (ARR).”

   Fivetran leads this list because it removes connector upkeep: you authorize a source, point it at a Snowflake warehouse, and Fivetran handles schema mapping, incremental syncs and API changes. The Standard plan lists 700+ fully managed connectors, 15-minute syncs, unlimited users, dbt Core integration and REST API access. Its Snowflake destination docs describe two table types: data loaded straight into Snowflake native tables, or Apache Iceberg tables held in a Fivetran Managed Data Lake and queried from Snowflake, the second still in beta. Billing follows monthly active rows, the distinct rows inserted, updated or deleted in a month, plus a $5 base charge on each standard connection that moves between 1 MAR and 1M MAR. The Free plan covers 500,000 MAR and 5,000 model runs. The weak spot is cost predictability: event tables and high-churn CRM objects can push MAR up quickly. We compared documented features and published prices and did not run load tests.

   Strengths

   • +Free plan covers 500,000 monthly active rows
   • +Snowflake destination docs cover both native and Iceberg table types
   • +Annual contracts save up to 22% according to the pricing page

   Limitations

   • −Monthly active row billing is hard to forecast for tables that change often
   • −$5 base charge on every standard connection with 1 to 1M MAR
   • −Enterprise controls such as finer access settings sit in higher plans

   SummaryFivetran is the best choice for Snowflake teams that never want to maintain a connector, because its 700+ managed connectors load directly into Snowflake tables. Estimate monthly active rows on your busiest tables before you sign an annual contract.

3. 3

   Informatica Cloud Data Integration

   The data integration service inside Informatica's Intelligent Data Management Cloud, now owned by Salesforce, with support for Snowflake and other clouds.

   8.2overall

   The data integration service inside Informatica's Intelligent Data Management Cloud, now owned by Salesforce, with support for Snowflake and other clouds.

   Best forLarge enterprises with governance and data quality needs

   Adoption data

   $968.6 millionInformatica reported Cloud Subscription ARR of $968.6 million for the quarter ended September 30, 2025, up 29.5% year over year, in its last quarterly report before Salesforce acquired it.

   Informatica, Informatica Reports Third Quarter 2025 Financial Results (Form 8-K, Exhibit 99.1) (2025): “Cloud Subscription ARR increased to $968.6 million, representing 29.5% year-over-year growth”

   Informatica Cloud Data Integration suits organizations where loading Snowflake is one job among many: data quality rules, a catalog, master data and access governance all live in the same Intelligent Data Management Cloud. Informatica's product page lists multi-cloud support covering Azure, AWS, Google Cloud, Oracle and Snowflake, no-code integration with CLAIRE AI automation, and a free 30-day cloud trial. Its scale is well documented: the company reported $968.6 million in Cloud Subscription ARR for the quarter ended September 30, 2025, up 29.5% year over year, before Salesforce completed its acquisition. The downside for buyers is transparency. Informatica does not publish a USD price list on the product page, so costs come from a sales quote, and the platform is broad enough that a small team loading a handful of SaaS apps would pay for capabilities it does not use. We compared documented features and published figures and did not run the product.

   Strengths

   • +Largest disclosed cloud subscription revenue among the vendors here
   • +Data quality and governance services sit next to integration
   • +Covers application and API integration as well as data loading

   Limitations

   • −No public USD price list
   • −More platform than a small team needs to load a few SaaS sources
   • −Buying usually runs through sales

   SummaryInformatica is the best choice for enterprises that must govern and clean data on its way into Snowflake, because quality, catalog and integration share one platform. Smaller teams will get faster results from a pure ELT service.

4. 4

   Snowflake Openflow

   Snowflake's own integration service, built on Apache NiFi, that runs connectors inside Snowflake or in your own AWS account.

   8.2overall

   Snowflake's own integration service, built on Apache NiFi, that runs connectors inside Snowflake or in your own AWS account.

   Best forSnowflake customers who want ingestion billed on their Snowflake account

   Adoption data

   $1.49 billionSnowflake does not report Openflow usage separately; the company reported product revenue of $1.49 billion for the quarter ended July 31, 2026, up 37% year over year.

   Snowflake, Snowflake Reports Financial Results for the Second Quarter of Fiscal 2027 (Form 8-K, Exhibit 99.1) (2026): “Product revenue of $1.49 billion in the second quarter, representing 37% year-over-year growth”

   Snowflake Openflow is the vendor's own answer to third-party loaders. The docs describe it as an integration service built on Apache NiFi that connects sources and destinations with hundreds of processors, including unstructured text, images, audio and sensor data. Snowflake Deployments run on Snowpark Container Services in AWS, Azure and GCP commercial regions; BYOC deployments run inside your own AWS account. The connector list in the docs includes PostgreSQL, MySQL, Oracle, MongoDB, Kafka, Salesforce Bulk API, HubSpot, Workday, Shopify, Google Ads, Meta Ads and SharePoint. Costs land on your Snowflake bill as credits charged per second with a 60-second minimum, so there is no separate vendor contract. Snowflake does not report Openflow figures, so adoption is scored on Snowflake's own scale: $1.49 billion in product revenue in the July 2026 quarter. Limits worth knowing: trial accounts need the account team to switch it on, and gen 2 connector configuration is still in public preview. We compared documented features and did not run the service.

   Strengths

   • +Billed through your existing Snowflake account
   • +Data can stay inside Snowflake or your own VPC
   • +Covers CDC from PostgreSQL, MySQL and Oracle alongside SaaS sources

   Limitations

   • −Not enabled automatically in trial accounts; you contact your Snowflake account team
   • −Gen 2 connector configuration is still in public preview
   • −Fewer documented SaaS connectors than Fivetran or Airbyte

   SummarySnowflake Openflow is the best choice for teams that want ingestion on their Snowflake bill because it runs inside Snowpark Container Services or their own AWS account. Teams that need hundreds of SaaS connectors should still compare Fivetran or Airbyte.

5. 5

   dbt

   The SQL transformation framework that models raw data inside Snowflake after a loader has landed it, now part of the same company as Fivetran.

   8.1overall

   The SQL transformation framework that models raw data inside Snowflake after a loader has landed it, now part of the same company as Fivetran.

   Best forAnalytics engineers modeling data after it lands in Snowflake

   Adoption data

   100Kdbt Labs says more than 100,000 teams use dbt and more than 5,700 companies are dbt Cloud customers.

   dbt Labs, About dbt Labs (2026): “100K+ Teams using dbt 5,700+ dbt Cloud Customers”

   dbt answers a different part of the Snowflake question. It does not pull data from Salesforce or Postgres; it transforms data that a loader has already put in Snowflake, by compiling SQL models and running them on Snowflake compute. Most of the loaders on this list either integrate with dbt or schedule dbt jobs after each sync, which is why it belongs in the comparison. dbt Labs reports 100,000+ teams using dbt and 5,700+ dbt Cloud customers, and its site now says Fivetran and dbt are one company. The Developer plan is free for one seat and 3,000 successful models a month. Starter costs $100 per user per month and includes five developer seats, 15,000 models a month, lineage in dbt Catalog and the Semantic Layer. Enterprise adds column-level lineage, SSO, RBAC and dbt Mesh on quote. The score reflects the narrow role for this list: it is excellent at transformation and absent at extraction. We compared documented features and published prices.

   Strengths

   • +Free tier for a single developer
   • +Transformations run on Snowflake compute you already pay for
   • +Version-controlled, tested SQL models

   Limitations

   • −Does not extract or load data; pair it with a loader
   • −Starter costs $100 per user each month
   • −Enterprise features such as SSO and dbt Mesh need a quote

   Summarydbt is the best choice for the transformation step in a Snowflake stack because it runs tested SQL models on Snowflake compute. Pair it with Fivetran, Airbyte or another loader on this list for extraction.

6. 6

   Boomi Data Integration (formerly Rivery)

   A SaaS ELT platform, formerly Rivery and now part of Boomi, that combines ingestion, CDC, SQL and Python transformations and orchestration.

   7.9overall

   A SaaS ELT platform, formerly Rivery and now part of Boomi, that combines ingestion, CDC, SQL and Python transformations and orchestration.

   Best forSmall data teams that want ingestion and orchestration in one tool

   Adoption data

   30,000Boomi, which acquired Rivery and now sells it as Boomi Data Integration, says more than 30,000 customers use its platform.

   Boomi, Boomi company page (2026): “See why 30,000+ customers choose Boomi”

   Boomi Data Integration, still sold at rivery.io and known for years as Rivery, bundles the steps a small Snowflake team usually stitches together from separate tools: ingestion from 200+ sources, CDC replication, SQL and Python transformations, workflow orchestration and reverse ETL. The pricing page lists a pay-as-you-go Base edition at $0.90 per BDU credit on monthly billing, with credits charged by platform usage and discounts for annual billing. Base allows two users and one environment with a maximum sync frequency of 60 minutes; Professional adds unlimited users, Python, CI/CD and 15-minute syncs; Enterprise reaches 5 minutes and adds Oracle CDC and VPN tunnels. Rivery lists Snowflake among its supported technologies. Adoption is scored on Boomi, which says 30,000+ customers use its platform; Boomi does not split out data integration customers. The main caution is forecasting: credits map to usage, so run a trial on real volume first. We compared documented features and published prices.

   Strengths

   • +Pay-as-you-go Base edition at $0.90 per credit
   • +Ingestion, transformation and orchestration in one platform
   • +Reverse ETL included for sending Snowflake data back to apps

   Limitations

   • −Base edition is limited to two users and one environment
   • −Base syncs no more often than every 60 minutes
   • −Credit usage needs testing before you can forecast cost

   SummaryBoomi Data Integration is the best choice for small Snowflake teams that want loading, transformation and orchestration in one tool, because its Base edition starts at $0.90 per credit. Plan on Professional if you need more than two users.

7. 7

   Qlik Talend Cloud

   Qlik's data integration platform that combines agentless CDC replication, transformation and data quality, with native Snowflake integration.

   7.9overall

   Qlik's data integration platform that combines agentless CDC replication, transformation and data quality, with native Snowflake integration.

   Best forEnterprises replicating databases, SAP or mainframe data in real time

   Adoption data

   75%Qlik says 75% of the Fortune 500 are its customers across its analytics and data integration products.

   Qlik, About Qlik (2026): “75% of Fortune 500 customers”

   Qlik Talend Cloud brings together Qlik's replication technology and Talend's transformation and quality tools. The product page describes agentless change data capture from databases, SAP, mainframe and SaaS sources, with native integrations for Snowflake, AWS, Apache Iceberg, Microsoft Fabric and Databricks and point-and-click pipelines. That source coverage is the reason to pick it: few loaders on this list document SAP and mainframe CDC. The pricing page names four plans, Starter, Standard, Premium and Enterprise, where Starter covers SaaS applications and databases into leading cloud warehouses, but it shows no USD prices, so you need a quote. Qlik also owns Stitch, and the Stitch site now steers new users toward Qlik Talend Cloud. Adoption is scored on Qlik as a whole, which says 75% of the Fortune 500 are customers. For a small team loading a few SaaS apps, the buying process and breadth are more than needed. We compared documented features only.

   Strengths

   • +Real-time CDC from SAP and mainframe sources few tools cover
   • +Data quality and transformation in the same platform
   • +Stitch customers have a migration path inside Qlik

   Limitations

   • −No public USD prices
   • −Enterprise sales process for most plans
   • −More complex than a pure SaaS loader for small teams

   SummaryQlik Talend Cloud is the best choice for enterprises that must stream SAP, mainframe or database changes into Snowflake, because it documents agentless CDC for all of them. Expect a sales-led purchase.

8. 8

   Matillion

   A cloud data pipeline platform, now called Maia Foundation, with a low-code canvas, SQL and Python, and the Maia agentic data team.

   7.8overall

   A cloud data pipeline platform, now called Maia Foundation, with a low-code canvas, SQL and Python, and the Maia agentic data team.

   Best forTeams that want visual pipeline building with pushdown SQL

   Adoption data

   1,200Matillion says more than 1,200 enterprises use its platform.

   Matillion, Matillion homepage (2026): “1,200+ Enterprises trust Matillion”

   Matillion builds pipelines that run transformation work inside the warehouse. Its platform, renamed Maia Foundation from Data Productivity Cloud, lists 150+ connectors with orchestration and governance across Snowflake, Databricks, BigQuery and Redshift. Pipelines are built on a low-code canvas with SQL and Python components, and Maia agents can build, manage and orchestrate pipelines. The pricing page lists three plans billed in consumption-based credits: Developer for one developer user, Teams for five with audit logs and an SLA, and Scale for five with custom SSO, hybrid deployment, lineage and streaming change data capture. No credit price in USD appears on the page, so we left pricing pending. Matillion says 1,200+ enterprises use the platform. Teams that need CDC or lineage should budget for Scale from the start. We compared documented features and did not test the product.

   Strengths

   • +Visual builder and code in the same pipeline
   • +Streaming CDC and hybrid agent deployment on Scale
   • +Built-in Git repository on every plan

   Limitations

   • −No published USD credit price
   • −CDC, lineage and custom SSO need the Scale plan
   • −Fewer connectors than Fivetran or Airbyte

   SummaryMatillion is the best choice for Snowflake teams that want a visual builder with SQL and Python in the same pipeline, because its canvas pushes work into the warehouse. Check credit costs with sales, since no USD price is published.

9. 9

   Estuary

   A real-time and batch data movement platform with CDC sources and a Snowflake connector that supports Snowpipe Streaming.

   7.7overall

   A real-time and batch data movement platform with CDC sources and a Snowflake connector that supports Snowpipe Streaming.

   Best forTeams that need low-latency CDC into Snowflake on a budget

   Estuary is the pick when Snowflake data needs to be minutes or seconds old rather than hours. Its Snowflake connector supports standard updates, which stage changes and apply them transactionally to the target table, and delta updates, which can use Snowpipe Streaming when key-pair authentication is set up. The platform lists 200+ connectors for real-time or batch movement, exactly-once delivery and automatic schema evolution. Prices are public: the Developer plan is free up to 10 GB a month and 2 connectors, and Cloud costs $0.50 per GB plus $100 a month per connector instance, dropping to $50 after the sixth, with a 30-day free trial. Enterprise adds private and bring-your-own-cloud deployments. We found no citable customer count or revenue figure, so adoption is scored conservatively. Connector instance fees mean a stack with many small SaaS sources can cost more than on row-based tools. We compared documented features and published prices and did not measure latency.

   Strengths

   • +Free Developer plan covers 10 GB a month and 2 connectors
   • +Snowpipe Streaming support for low-latency loads
   • +Published per-GB and per-connector prices

   Limitations

   • −No citable customer count or revenue figure
   • −$100 per connector instance adds up with many sources
   • −Smaller SaaS connector catalog than Fivetran or Airbyte

   SummaryEstuary is the best choice for low-latency CDC into Snowflake on a budget, because it supports Snowpipe Streaming and has a free tier of 10 GB a month. Count your connector instances before choosing it for many small SaaS sources.

10. 10

    Hevo Data

    A no-code ELT service with 190+ connectors, priced by events with a fixed-price option, that can be bought through Snowflake Marketplace.

    7.7overall

    A no-code ELT service with 190+ connectors, priced by events with a fixed-price option, that can be bought through Snowflake Marketplace.

    Best forMid-sized teams that want predictable event-based pricing

    Adoption data

    2,000Hevo says more than 2,000 companies worldwide use its platform.

    Hevo Data, Hevo Data homepage (2026): “Trusted by 2,000+ companies worldwide”

    Hevo Data is a no-code ELT service aimed at teams that find row-based billing hard to predict. The pricing page offers two models: usage-based plans priced by events, and a fixed-price Enterprise plan with unlimited data volume per pipeline on annual contracts. Starter costs $299 a month for 5 million events on monthly billing, or $265 a month annually, and includes 1-hour scheduling, up to 10 users and dbt integration. Professional starts at $849 a month for 20 million events and adds unlimited users, Hevo APIs and reverse SSH. Hevo lists 190+ connectors, and its docs cover subscribing through Snowflake Marketplace and connecting through Snowflake PrivateLink. Hevo says 2,000+ companies use it. There is no permanent free plan, and Starter's hourly schedule is slower than Fivetran Standard. We compared documented features and published prices and did not run pipelines.

    Strengths

    • +Fixed-price Enterprise option removes per-row surprises
    • +Can be bought on Snowflake Marketplace
    • +24x7 email and live chat support on Starter

    Limitations

    • −No free plan
    • −Starter limited to 1-hour scheduling
    • −Smaller connector catalog than the leaders

    SummaryHevo Data is the best choice for mid-sized Snowflake teams that want a known monthly bill, because Starter costs $299 for 5 million events and Enterprise offers a fixed price per pipeline. Look elsewhere if you need sub-hourly syncs on a small budget.

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