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Best ETL & Data Pipelines Tools in 2026

ETL tools and data pipelines

97 tools evaluated · 10 top picks · Updated June 2026

Key Takeaways
  • Qlik is our #1 pick for ETL & data pipelines in 2026.
  • We analyzed 97 ETL & data pipelines tools to create this ranking.
  • 4 tools offer free plans, perfect for getting started.

ETL/ELT has been transformed by the modern data stack: extract/load tools (Fivetran, Airbyte, Stitch, Hightouch) load raw data into warehouses; transformation happens in SQL via dbt. Traditional all-in-one ETL is increasingly legacy.

7 top ETL & data pipelines tools compared

Starting price, average user rating, and our pick for each category.

ToolOur takeStarting priceRating
Qlik logo
Qlik
Best overallFree + paid4.4
Fivetran logo
Fivetran
Solid pickContact sales4.4
Boomi logo
Boomi
Solid pickContact sales4.5
MuleSoft logo
MuleSoft
Solid pickContact sales4.5
Jitterbit logo
Jitterbit
Solid pickContact sales4.5
Skyvia logo
Skyvia
Solid pickFree + paid4.8
Hevo logo
Hevo
Solid pickContact sales4.5

How the Top ETL & Data Pipelines Tools Compare

The ETL & data pipelines category is highly competitive in 2026, with Qlik and Fivetran both ranking among the top choices on Toolradar's assessment, followed closely by Boomi. The tight competition reflects how mature this market has become.

Pricing varies significantly among the top picks: Qlik (freemium (free tier available)) offers free access, while Fivetran and Boomi and MuleSoft require a paid subscription. Teams on a budget should start with Qlik, which delivers strong value despite its free tier.

Computed from live tool ratings, review counts, and editorial scores.Editorial policy
01
Qlik logo

AI-powered analytics and robust data integration solutions for enterprise organizations.

Freemium4.4/51,691 ratings

Qlik provides a unified platform for data integration, AI, and analytics, designed to help enterprise organizations make smarter decisions faster. The platform offers Qlik Cloud Analytics for powerful, AI-driven analytics, enabling users to explore data, create dashboards, and uncover insights. With Qlik Answers, users can ask questions about their data and find new connections, while automated reports and third-party app integrations streamline actions. Qlik Talend Cloud delivers trusted data across organizations, facilitating faster data-driven projects and more efficient operations. It supports moving enterprise data on-premises or to the cloud, transforming data to keep it accurate and secure, and streamlining end-to-end data management with high-quality, curated data. Qlik also specializes in accelerating AI transformation by combining trusted data with built-in AI for smarter insights, custom predictive models, and intelligent experiences. The platform offers extensive data connectors, including specialized integrations for AWS, SAP, and mainframe data, ensuring real-time data delivery and analytics readiness.

02
Fivetran logo

Automated data integration and ELT

Paid4.4/51,020 ratings

Fivetran moves data from sources to warehouses automatically. Connect your tools, data flows to your warehouse-ELT that handles the extraction and loading so you can focus on transformation. The connector catalog is extensive. Updates happen automatically. Schema changes are handled gracefully. Data teams wanting reliable data movement without building pipelines choose Fivetran for managed ELT.

03
Boomi logo

Integration platform and iPaaS

Paid4.5/5860 ratings

Boomi is an enterprise integration platform (iPaaS) that connects applications, data, and workflows across cloud and on-premise environments. Its low-code interface supports API management, EDI/B2B integration, event-driven architectures, and AI agent orchestration through 30,000+ pre-built connectors. Boomi serves mid-market to enterprise organizations that need to unify SaaS tools, legacy systems, and data pipelines without heavy custom development.

Boomi UI screenshot
04
MuleSoft logo

Unify apps, data, and devices across cloud and on-premise

Paid4.5/5602 ratings

MuleSoft Anypoint Platform is an enterprise integration and API management platform owned by Salesforce. It connects applications, data sources, and devices across on-premise and cloud environments through a unified architecture. The platform includes API design, development, and governance tools alongside pre-built connectors for hundreds of systems including Salesforce, SAP, Workday, and AWS. MuleSoft Composer provides low-code integration for business teams, while Robotic Process Automation (RPA) handles legacy system workflows. Intelligent Document Processing (IDP) extracts data from unstructured documents using AI. The platform also supports AI agent development through MuleSoft for Agentforce. Used by enterprises for digital transformation, it is the market leader in integration platforms, though its pricing starts at $57,000/year, making it suitable for mid-market to enterprise organizations.

MuleSoft UI screenshot
05
Jitterbit logo

Connect enterprise systems with AI-infused low-code integration

Paid4.5/5632 ratings

Jitterbit is an enterprise integration platform as a service (iPaaS) that combines data orchestration, workflow automation, API management, and low-code app development on its Harmony platform. It uses AI-infused automation to connect disparate enterprise systems including ERP, CRM, HCM, and ecommerce platforms without extensive coding. The platform supports EDI, real-time and batch integrations, and pre-built connectors for Salesforce, SAP, NetSuite, and hundreds of other enterprise applications. Jitterbit targets mid-market to large enterprises needing to modernize their integration infrastructure.

Jitterbit UI screenshot
06
Skyvia logo

Connect, sync, and manage data across 200+ cloud apps without code

Freemium4.8/5402 ratings

Skyvia is a cloud-based data integration platform that lets organizations connect, sync, backup, and manage data across 200+ cloud apps, databases, and warehouses without writing code. Founded in 2014, it offers ETL/ELT pipelines, workflow automation, cloud backups with point-in-time recovery, a browser-based SQL query editor, and OData/REST API endpoints for live data access. Skyvia processes over 30 billion records monthly for 2,000+ customers including Panasonic, GE, and Hyundai, with usage-based pricing that scales from a free tier to enterprise plans.

Skyvia UI screenshot
07
Hevo logo

No-code data pipeline platform

Paid4.5/5386 ratings

Hevo provides no-code data pipelines. Connect sources, data flows to destinations-ELT without building pipelines manually. The connector library is extensive. Transformations work without code. Monitoring shows pipeline health. Data teams wanting simple data movement choose Hevo for no-code pipeline management.

08
Coupler.io logo

No-code data integration and AI analytics platform for instant insights from 400+ sources.

Freemium4.9/5200 ratings

Coupler.io is a no-code data integration platform designed to help businesses gather, transform, and analyze data from over 400 sources. It allows users to consolidate data from various business applications into a single source of truth, such as spreadsheets, data warehouses, BI tools, or dashboards. The platform simplifies the process of data preparation by offering features like custom formulas, advanced filtering, blending (append, join, aggregate), and real-time adjustments to columns. This tool is ideal for data analysts and business teams across finance, marketing, sales, and leadership who need to make data-driven decisions without extensive technical knowledge. It integrates seamlessly with popular BI tools for visualization and offers AI integrations for conversational data analysis and an AI agent for immediate answers. Coupler.io aims to significantly reduce the time spent on reporting and data preparation, enabling users to focus on insights and strategic actions.

Coupler.io UI screenshot
09
Informatica logo

Enterprise data management and integration

Paid4.2/5571 ratings

Informatica provides enterprise data management. Integration, quality, governance-the comprehensive data platform large enterprises use. The capabilities are extensive. The enterprise features are mature. The investment is significant. Enterprises with complex data management needs choose Informatica for comprehensive data platform.

10
Census logo

Sync data from your warehouse to 150+ SaaS tools without code

Freemium4.2/5547 ratings

Census is a reverse ETL platform that syncs data from your warehouse to SaaS tools. Send customer data from Snowflake, BigQuery, or Redshift directly to Salesforce, HubSpot, and 150+ destinations. No engineering required - business teams define syncs visually. Real-time and scheduled syncs keep tools in sync with your source of truth. Turn your data warehouse into the customer data platform you already have.

Why these ETL & data pipelines tools didn't make our top 10.

We evaluated 97 ETL & data pipelines tools and these 20 ranked 11 through 30. They're solid options that fell short on one or two axes (review depth, pricing transparency, feature parity), but worth a look if the leaders don't fit your stack or budget.

Cleo logo
Cleo
Automate B2B supply chain data exchange with EDI and APIs
Airbyte logo
Airbyte
Open-source data integration platform for ELT pipelines
Integrate.io logo
Integrate.io
Automate data pipelines and transformations for operational analytics and business intelligence.
Dataddo logo
Dataddo
Unified integration platform for all data movement with no-code syncing and managed data pipelines.
Keboola logo
Keboola
Unify data and AI operations for smarter business decisions and automated insights.
Rivery logo
Rivery
Data integration for cloud warehouses
Matillion logo
Matillion
Data integration for cloud warehouses
Apache Airflow logo
Apache Airflow
Workflow orchestration for data engineering pipelines
Apache Kafka logo
Apache Kafka
Distributed event streaming for real-time data pipelines
Prefect logo
Prefect
Modern workflow orchestration platform
Azure Synapse logo
Azure Synapse
Analytics service combining data warehousing and big data
Talend logo
Talend
Data integration and management platform
Improvado logo
Improvado
Centralize, harmonize, and automate your marketing data for AI-powered insights and reporting.
Coalesce logo
Coalesce
Transform and discover trusted data at scale for AI-ready data teams.
Windsor logo
Windsor
Connect any data source, analyze anywhere, and automate ETL/ELT pipelines with no code.
Orchest logo
Orchest
Build, run, and manage data pipelines with a visual interface and powerful orchestration.
Mozart Data logo
Mozart Data
The modern data platform for growing businesses, simplifying ETL, warehousing, and transformation.
Panoply logo
Panoply
Connect, store, and analyze all your data in a single cloud data warehouse platform.
Parabola logo
Parabola
Visual workflow automation for data tasks
HiveMQ logo
HiveMQ
Stream, contextualize, and analyze real-time operational data to power AI-driven industrial operations.

Browse all ETL & data pipelines tools

97 tools
Qlik logo
Qlik
AI-powered analytics and robust data integration solutions for enterprise organizations.
freemium· Web
Fivetran logo
Fivetran
Automated data integration and ELT
paid· Web
Boomi logo
Boomi
Integration platform and iPaaS
paid· Web
MuleSoft logo
MuleSoft
Unify apps, data, and devices across cloud and on-premise
paid
Jitterbit logo
Jitterbit
Connect enterprise systems with AI-infused low-code integration
paid· Web
Skyvia logo
Skyvia
Connect, sync, and manage data across 200+ cloud apps without code
freemium· Web
Hevo logo
Hevo
No-code data pipeline platform
paid· Web
Coupler.io logo
Coupler.io
No-code data integration and AI analytics platform for instant insights from 400+ sources.
freemium· Web
Informatica logo
Informatica
Enterprise data management and integration
paid· Web
Census logo
Census
Sync data from your warehouse to 150+ SaaS tools without code
freemium· Web
Cleo logo
Cleo
Automate B2B supply chain data exchange with EDI and APIs
paid
Airbyte logo
Airbyte
Open-source data integration platform for ELT pipelines
freemium· Web
Integrate.io logo
Integrate.io
Automate data pipelines and transformations for operational analytics and business intelligence.
paid· Web
Dataddo logo
Dataddo
Unified integration platform for all data movement with no-code syncing and managed data pipelines.
freemium· Web
Keboola logo
Keboola
Unify data and AI operations for smarter business decisions and automated insights.
freemium· Web
Rivery logo
Rivery
Data integration for cloud warehouses
paid· Web
Matillion logo
Matillion
Data integration for cloud warehouses
paid· Web
Apache Airflow logo
Apache Airflow
Workflow orchestration for data engineering pipelines
paid· Web
Apache Kafka logo
Apache Kafka
Distributed event streaming for real-time data pipelines
paid
Prefect logo
Prefect
Modern workflow orchestration platform
freemium· Web
Azure Synapse logo
Azure Synapse
Analytics service combining data warehousing and big data
paid· Web
Talend logo
Talend
Data integration and management platform
paid· Web
Improvado logo
Improvado
Centralize, harmonize, and automate your marketing data for AI-powered insights and reporting.
paid· Web
Coalesce logo
Coalesce
Transform and discover trusted data at scale for AI-ready data teams.
paid· Web
Windsor logo
Windsor
Connect any data source, analyze anywhere, and automate ETL/ELT pipelines with no code.
freemium· Web
Orchest logo
Orchest
Build, run, and manage data pipelines with a visual interface and powerful orchestration.
freemium· Windows, macOS, Linux
Mozart Data logo
Mozart Data
The modern data platform for growing businesses, simplifying ETL, warehousing, and transformation.
freemium· Web
Panoply logo
Panoply
Connect, store, and analyze all your data in a single cloud data warehouse platform.
paid· Web
Parabola logo
Parabola
Visual workflow automation for data tasks
freemium· Web
HiveMQ logo
HiveMQ
Stream, contextualize, and analyze real-time operational data to power AI-driven industrial operations.
freemium· Web
SnapLogic logo
SnapLogic
Generative integration platform
paid· Web
DataChannel logo
DataChannel
Reliable ELT, Reverse ETL, and Conversational BI on a single, scalable platform.
freemium· Web
RudderStack logo
RudderStack
Open-source CDP to collect, route, and activate your customer data
freemium· Web, Android, iOS
Stitch logo
Stitch
Automate data pipeline management and sync data to your warehouse, data lake, or lakehouse.
freemium· Web
Onehouse logo
Onehouse
The universal data lakehouse platform for accelerated, cost-effective data ingestion and processing.
paid· Web
Hotglue logo
Hotglue
Empower your SaaS with embedded ETL for seamless customer data integrations.
paid· Web
Precisely logo
Precisely
Trusted data for brilliant AI outcomes and confident business decisions.
paid· Web
Apache Spark logo
Apache Spark
Unified analytics engine for big data
free· Web, Linux
Redash logo
Redash
Open-source data visualization and dashboards
freemium· Web
Savant Labs logo
Savant Labs
The Agentic AI Platform for Business Analytics with Enterprise Control.
paid· Web
Logstash logo
Logstash
Ingest, transform, and send data with 200+ plugins
free· Web, Linux, macOS, Windows
Estuary Flow logo
Estuary Flow
Real-time data integration and ETL
freemium· Web
Locoia logo
Locoia
Integrate your tech stack, automate processes, and generate reports with low-code intelligent automation.
paid· Web
Flyte logo
Flyte
Orchestrate durable, flexible, Kubernetes-native workflows for AI/ML and data pipelines.
freemium· Web
EMQ logo
EMQ
The unified MQTT platform for AI and IoT data streaming, connecting devices to applications and AI services.
freemium· Web
Apache NiFi logo
Apache NiFi
Automate data flow between systems with visual interface
free· Web
Datafold logo
Datafold
Automated data migrations and quality testing for modern data engineering teams.
paid· Web
Y42 logo
Y42
Unified platform for building, monitoring, and maintaining robust data flows.
freemium· Web
Warpstream logo
Warpstream
The diskless, Kafka-compatible data streaming platform that runs fully in your cloud.
paid· Web
Apache Flink logo
Apache Flink
Stateful computations over data streams for real-time and batch processing.
free
Decodable logo
Decodable
Unify your data stack with a fully-managed, serverless platform for real-time ETL/ELT and stream processing.
freemium· Web
Materialize logo
Materialize
The Live Data Layer for Apps and AI Agents, enabling real-time insights with SQL.
paid· Web
Vector logo
Vector
High-performance observability pipeline
free· Linux, macOS, Windows
Elementary Data logo
Elementary Data
Ensure trusted data for the AI era with a unified control plane for observability, quality, governance, and discovery.
paid· Web
Seekwell logo
Seekwell
Sync SQL data from your data warehouse to business apps like Google Sheets, Salesforce, and Slack.
freemium· Web
Fluentd logo
Fluentd
Open-source data collector for unified logging
free· Web
Upsolver logo
Upsolver
Real-time data ingestion and transformation for analytics and operational use cases.
paid
Buz logo
Buz
Collect, validate, and deliver schematized data to any destination with minimal infrastructure.
free· Web
Litmus Automation logo
Litmus Automation
Powering Industrial AI at scale by transforming raw OT data into AI-ready intelligence at the edge.
freemium· Web
Meltano logo
Meltano
Open-source data integration platform
free· Web

Showing the top 60 of 97. Filter to narrow down.

How to choose ETL & data pipelines software

  1. Embrace ELT, not ETL

    Modern stack: load raw data into warehouse (Snowflake, BigQuery, Databricks) via Fivetran/Airbyte, then transform with dbt. Legacy: transform-in-flight via Informatica/Talend. The ELT pattern wins for most teams now.

  2. Hosted vs open-source

    Hosted (Fivetran, Stitch): set up and forget, expensive at scale. Open-source (Airbyte): cheaper, more work to operate. Match to your data eng team's capacity.

  3. Plan for reverse ETL

    Getting data INTO the warehouse is half the problem. Getting it back out to SaaS tools (CRM, marketing) is reverse ETL — Hightouch, Census, RudderStack. Many teams forget this layer.

Honorable mentions

Tools that didn't crack the headline list but deserve a look depending on what you optimize for.

  • Fivetran logo
    FivetranBest hosted ELT

    Fivetran is the longest-running hosted ELT — set up connectors, forget them. Premium pricing reflects the reliability.

Best ETL & Data Pipelines for

How we ranked these ETL & data pipelines tools

We rank by real-world signal: verified user ratings aggregated from G2, Capterra, and our own community, the volume and recency of media coverage, and hands-on editorial review for the tools we cover in depth. Pricing is re-checked and the ranking refreshed monthly. We do not sell placement in this list.

Tools reviewed
97
With free tier
62%
Last updated
June 2026

Frequently Asked Questions

What is the best ETL & data pipelines tool in 2026?

Based on our analysis of 97 ETL & data pipelines tools, Qlik ranks #1 on Toolradar's assessment. The runners-up are Fivetran, Boomi, MuleSoft. Our rankings are based on features, pricing, user reviews, and real-world testing across 97 products.

What are the top 3 ETL & data pipelines tools?

The top 3 ETL & data pipelines tools in 2026, ranked by Toolradar, are: 1) Qlik, AI-powered analytics and robust data integration solutions for enterprise organizations.. 2) Fivetran, Automated data integration and ELT. 3) Boomi, Integration platform and iPaaS.

Are there free ETL & data pipelines tools?

Yes: 4 out of our top 10 ETL & data pipelines tools offer free or freemium plans. The top free options are Qlik, Skyvia, Coupler.io. Free plans typically include core features with usage limits.

How do I choose the right ETL & data pipelines tool?

Start by defining your team size, budget, and must-have features. Qlik is the top-rated option overall. For budget-conscious teams, Qlik offers strong value. Compare all 97 options side-by-side on Toolradar, where we evaluate features, pricing, ease of use, and user reviews.

For ETL & data pipelines vendors

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