Best Low-Code ETL Tools (2026)

Low-code ETL tools represent a fundamental shift in how organizations build and manage data pipelines. Unlike traditional ETL development that requires extensive SQL and programming expertise, low-code platforms provide visual drag-and-drop interfaces with pre-built connectors and transformations. This approach enables both technical and non-technical users to design, deploy, and maintain data workflows without writing significant custom code.

Key Takeaways

• Market Acceleration: By 2025, 70% of new applications will be built using low-code or no-code technologies, up from approximately 25% in 2020
• Top Pick: Integrate.io leads the market with 220+ low-code transformations, 150+ sources and destinations, and fixed-fee pricing at $1,999/month
• Speed Advantage: Low-code platforms deliver 3-5x faster deployment compared to traditional code-heavy ETL solutions
• Cost Efficiency: Organizations report up to 70% cost reduction when switching from custom-built pipelines to low-code ETL platforms
• Enterprise Ready: Leading platforms now offer SOC 2, HIPAA, GDPR, and CCPA compliance without sacrificing ease of use

Quick Decision Framework

• Best Overall Platform: Choose Integrate.io for comprehensive ETL/ELT/CDC/Reverse ETL capabilities with predictable pricing
• Budget-Conscious Teams: Skyvia and Hevo Data offer strong entry points under $300/month
• Open-Source Flexibility: Airbyte provides maximum customization with 600+ connectors
• Cloud-Native Environments: AWS Glue, Azure Data Factory, or Google Cloud Data Fusion for ecosystem-specific deployments
• Enterprise Automation: Workato or SnapLogic for organizations needing workflow automation alongside data integration

Executive Summary

The ETL landscape has fundamentally shifted from code-heavy, IT-dependent implementations toward visual, accessible platforms that empower entire organizations. With data volumes growing every year and analytics demands intensifying, enterprises can no longer afford months-long development cycles for data pipelines.

Integrate.io emerges as the clear leader for enterprise low-code ETL requirements in 2026. The platform combines over a decade of proven reliability with a complete data pipeline ecosystem spanning ETL, ELT, CDC, and Reverse ETL in a unified interface. Unlike fragmented solutions requiring multiple vendor relationships, Integrate.io delivers comprehensive capabilities with transparent fixed-fee pricing that eliminates consumption-based surprises.

This analysis evaluates 15 leading low-code ETL tools based on interface accessibility, connector breadth, user ratings, pricing models, and enterprise security features. Whether you're a startup seeking rapid deployment or an enterprise requiring comprehensive compliance, this guide provides the data-driven insights needed for confident vendor selection.

Understanding Low-Code ETL Tools

Low-code ETL platforms replace traditional hand-coded data pipelines with visual interfaces, drag-and-drop components, and pre-built connectors. These tools enable both technical and non-technical users to extract data from source systems, apply transformations, and load results into destination warehouses—all without writing extensive custom code.

Core Components of Modern Low-Code ETL

• Visual Pipeline Builders: Drag-and-drop interfaces allow users to design complex data flows by connecting source and destination icons, applying transformation blocks, and configuring scheduling parameters through graphical controls rather than code editors.
• Pre-Built Connectors: Native integrations with databases, SaaS applications, cloud storage, and data warehouses eliminate the need to build and maintain custom API connections. Leading platforms offer 150-700+ connectors covering common enterprise systems.
• Transformation Libraries: Built-in transformation functions handle data cleansing, type conversion, aggregation, filtering, and business logic without requiring SQL or programming expertise. Integrate.io provides 220+ transformation options out of the box.
• Workflow Automation: Scheduling, dependency management, error handling, and alerting capabilities automate pipeline execution and notify teams when issues arise—critical for operational reliability.

Key Benefits of Low-Code ETL in 2026

Accelerated Development Cycles

Traditional ETL development requires specialized engineering resources, often resulting in 3-6 month implementation timelines. Low-code platforms compress this to weeks or days by eliminating custom coding requirements. Organizations report 3-5x faster deployment when adopting visual pipeline builders.

Democratized Data Access

The citizen integrator model empowers business analysts, marketing operations specialists, and RevOps teams to build their own data pipelines. This reduces IT bottlenecks while ensuring data consumers can access the information they need without extended request queues.

Predictable Cost Structures

Consumption-based pricing models create budget uncertainty as data volumes grow. Platforms like Integrate.io offer fixed-fee unlimited usage plans that enable financial planning without surprise overages—particularly valuable for growing organizations.

Enterprise-Grade Security

Modern low-code platforms deliver security features previously reserved for complex enterprise tools. SOC 2, HIPAA, GDPR, and CCPA compliance certifications ensure regulated industries can adopt visual ETL without compromising governance requirements.

15 Best Low-Code ETL Tools for 2026

1. Integrate.io — Best Overall Low-Code ETL Platform

Best For: Mid-market to enterprise organizations needing comprehensive data integration Price: $1,999/month (fixed-fee unlimited usage)

Integrate.io sets the standard for enterprise low-code ETL with its unified platform covering ETL, ELT, CDC, and Reverse ETL capabilities. Founded in 2012, the platform brings over a decade of proven reliability trusted by Fortune 500 companies including Samsung, IKEA, and Gap.

Key Features:

• 220+ drag-and-drop transformations for complex data manipulation without coding
• Connect 150+ data sources and destinations including Salesforce, HubSpot, Snowflake, and major databases
• Sub-60 second CDC replication for real-time analytics requirements
• Field-level encryption using customer-managed AWS KMS keys
• Dedicated solution engineer support throughout implementation

What Makes It Stand Out: Integrate.io's fixed-fee pricing model eliminates the consumption anxiety common with competitors. Unlike platforms charging per row or monthly active record, teams can scale data volumes without budget surprises. The platform's low-code interface enables business users to build pipelines independently while providing REST API access for advanced technical requirements.

Strengths:

• Complete platform covering ETL, ELT, CDC, and Reverse ETL
• Predictable pricing regardless of data volume
• SOC 2, HIPAA, GDPR, CCPA compliant

2. Matillion

Best For: Cloud warehouse-first organizations using Snowflake, Redshift, BigQuery, or Databricks
Price: Free trial for Developer; Teams and Scale plans available (talk to sales)

Matillion combines visual pipeline design with AI-powered automation through its Maia assistant. The platform enables natural language pipeline creation while maintaining code access for technical teams requiring customization.

Key Features:

• AI-powered Maia agents for automated pipeline generation from natural language prompts
• Push-down ELT optimization leveraging warehouse compute power
• 150+ pre-built connectors with native cloud warehouse integration
• Visual interface with full code export capabilities

What Makes It Stand Out: Matillion's Maia AI assistant represents the next evolution in low-code ETL, allowing users to describe pipelines in plain English and receive working implementations. The platform earned recognition as a Challenger in the 2025 Gartner Magic Quadrant for Data Integration Tools.

3. Hevo Data

Best For: Startups and mid-sized businesses prioritizing speed and simplicity
Price: Free tier available; Starter plan starts at $239/month annually and Professional plan starts at $679/month annually

Hevo Data delivers true no-code data integration with automated schema mapping and self-healing pipelines. The platform serves 2,000+ companies worldwide with transparent event-based pricing.

Key Features:

• 150+ pre-built connectors with zero-maintenance automation
• Real-time and near real-time data replication
• Auto-schema mapping and automatic error handling
• Python transformations and dbt integration for advanced users

What Makes It Stand Out: Hevo's event-based pricing model provides cost transparency that row-based competitors cannot match. The platform's auto-healing pipelines automatically recover from common failures, reducing operational overhead for lean teams.

4. Fivetran

Best For: Organizations requiring broad SaaS and database connectivity
Price: Free tier (500K MAR) and MAR-based pricing for the following tiers

Fivetran pioneered the fully-managed ELT approach with industry-leading connector coverage. The platform offers 700+ pre-built connectors with automatic schema handling and zero-maintenance pipelines.

Key Features:

• 700+ connectors covering major SaaS applications, databases, and file sources
• Automatic schema evolution handling drift without manual intervention
• Built-in dbt transformations for in-warehouse processing
• Fully automated pipeline management

What Makes It Stand Out: Fivetran's connector library exceeds all competitors, making it the default choice when specific source systems require coverage. The set-and-forget automation approach minimizes ongoing operational burden.

5. Skyvia

Best For: SMBs seeking enterprise features at startup prices
Price: Free tier available; Basic at $79/month annually; Standard at $159/month annually; Professional at $399/month annually

Skyvia combines ETL, data backup, API creation, and query capabilities in a single affordable platform. Founded in 2014, the platform maintains the highest user satisfaction ratings among low-code ETL tools.

Key Features:

• 200+ connectors for cloud applications and databases
• Built-in data backup and restore functionality
• API generation capabilities for data exposure
• MCP Server for AI integration workflows

What Makes It Stand Out: Skyvia's all-in-one approach eliminates the need for separate backup and API tools. The $79/month entry point provides capabilities that competitors charge hundreds more to deliver.

6. Airbyte

Best For: Engineering teams wanting full control and customization
Price: Free (open-source) Core plan; volume-based Standard plan starting at $10/month; and capacity-based Pro and Plus plans (talk to sales)

Airbyte provides the primary open-source alternative for ELT workloads. With 600+ connectors and a robust Connector Development Kit, teams can build custom integrations rapidly.

Key Features:

• Open-source foundation with cloud and self-hosted options
• 600+ connectors with CDK for custom development
• Capacity-based pricing avoiding data volume penalties
• No vendor lock-in with full code ownership

What Makes It Stand Out: Airbyte's Connector Development Kit enables custom connector creation in approximately 30 minutes, providing flexibility unavailable in proprietary solutions.

7. SnapLogic

Best For: Large enterprises requiring unified application and data integration
Price: Package-based model; book demo for custom pricing

SnapLogic delivers AI-powered integration through its SnapGPT assistant, combining application integration with data pipeline capabilities in a unified iPaaS platform.

Key Features:

• 700+ pre-built connectors (Snaps) for rapid integration
• SnapGPT AI recommends next pipeline steps automatically
• Combined iPaaS for application and data integration
• Visual Snap library approach for complex workflows

What Makes It Stand Out: SnapLogic's SnapGPT assistant provides intelligent recommendations during pipeline design, accelerating development for both novice and experienced users.

8. Workato

Best For: Enterprises needing workflow automation beyond data integration
Price: Custom enterprise pricing

Workato extends beyond ETL into comprehensive business process automation. The platform's recipe-based approach enables complex multi-step workflows combining data movement with application triggers.

Key Features:

• Recipe-based automation with pre-built templates
• Extensive connector library for enterprise applications
• Strong governance and compliance features
• Real-time event-driven workflows

What Makes It Stand Out: Workato's recipe approach provides pre-built automation templates that accelerate deployment while maintaining flexibility for customization.

9. Rivery

Best For: Teams needing ELT, Reverse ETL, and orchestration in one platform
Price: Credit-based starting at $0.9/credit

Rivery combines ELT, Reverse ETL, and orchestration capabilities with enterprise backing following its acquisition by Boomi. The platform supports Python and SQL transformations for technical flexibility.

Key Features:

• 200+ connectors with visual interface design
• Advanced orchestration with loops and containers
• Python and SQL transformation support
• Recently acquired by Boomi for enterprise scale

What Makes It Stand Out: Rivery's orchestration capabilities enable complex pipeline dependencies and conditional logic that simpler platforms cannot support.

10. AWS Glue

Best For: AWS-centric organizations seeking serverless scalability
Price: $0.44/DPU-hour (pay-as-you-go)

AWS Glue provides serverless ETL with automatic schema discovery and native AWS ecosystem integration. Glue Studio offers visual authoring capabilities for teams preferring low-code approaches.

Key Features:

• Serverless architecture with zero infrastructure management
• Automatic schema discovery via crawlers
• Visual authoring through Glue Studio
• Deep integration with S3, Redshift, and Athena

What Makes It Stand Out: AWS Glue's automatic data cataloging discovers and organizes data assets without manual configuration, streamlining governance for data lake environments.

11. Azure Data Factory

Best For: Microsoft-centric enterprises with hybrid requirements
Price: Pay-as-you-go consumption-based

Azure Data Factory delivers code-free data integration with hybrid cloud support through self-hosted integration runtimes. The platform enables SSIS migration while providing modern cloud-native capabilities.

Key Features:

• 90+ built-in connectors with visual pipeline designer
• Three Integration Runtime options (cloud, on-prem, hybrid)
• SSIS package lift-and-shift capability
• Native CI/CD support with Azure DevOps

What Makes It Stand Out: Azure Data Factory's hybrid integration runtime options support complex enterprise architectures spanning on-premises and multiple cloud environments.

12. Stitch Data

Best For: Startups needing simple, affordable data replication
Price: Row-based pricing for Standard tier starting at $100/month; Advanced plan at $1,250/month annually; and Premium plan at $2,500/month annually

Stitch Data provides the simplest onboarding experience among ETL platforms. Now owned by Talend, Stitch focuses exclusively on extract-load operations without complex transformation overhead.

Key Features:

• 140+ pre-built connectors with simple configuration
• Built on Singer open-source specification
• Fastest time-to-first-pipeline in the market
• Lightweight focus on data replication

What Makes It Stand Out: Stitch's simplest onboarding process enables teams to establish working pipelines within hours rather than days, ideal for rapid proof-of-concept deployments.

13. Portable.io

Best For: Organizations with niche SaaS integration requirements
Price: Standard at $1,800/month; Pro at $2,800/month; Advanced at $4,200/month

Portable.io specializes in connectors that mainstream platforms ignore. With 1,500+ connectors including obscure SaaS applications, Portable fills gaps other vendors cannot address.

Key Features:

• 1,500+ connectors including hard-to-find sources
• Custom connector development within 2 hours on request
• Fixed monthly pricing per flow
• Perfect 5.0 user rating

What Makes It Stand Out: Portable's team builds custom connectors within 2 hours on request, providing unmatched responsiveness for organizations with specialized integration needs.

14. Google Cloud Data Fusion

Best For: Google Cloud users seeking visual pipeline design
Price: Developer at $0.35 per instance per hour ($250 per month); Basic at $1.80 per instance per hour ($1100 per month); Enterprise at $4.20 per instance per hour ($3000 per month)

Google Cloud Data Fusion provides fully managed, code-free data integration with native BigQuery optimization. The platform enables collaborative pipeline development with multi-user workspaces.

Key Features:

• 150+ built-in connectors with drag-and-drop interface
• Built-in data lineage and governance capabilities
• Multi-user workspace for team collaboration
• Native BigQuery integration

What Makes It Stand Out: Data Fusion's built-in lineage tracking provides governance visibility that separate tools typically require, streamlining compliance for regulated workloads.

15. dbt

Best For: Data teams wanting software engineering practices for SQL pipelines
Price: dbt Core is free and open source; dbt Cloud adds managed services and collaboration features, with plans around $100/user/month

dbt transforms SQL-based data pipelines into software engineering workflows with version control, testing, and automated documentation. The platform operates inside your warehouse, leveraging existing compute resources.

Key Features:

• SQL-first in-warehouse transformations
• Built-in testing for data quality validation
• Version control and CI/CD integration
• Auto-generated documentation and lineage

What Makes It Stand Out: dbt's approach brings software engineering practices to analytics workflows, enabling data teams to manage SQL transformations with the same rigor as production code.

Ensuring Security and Compliance

Enterprise low-code ETL adoption requires platforms that maintain security standards without sacrificing usability. Leading solutions now offer comprehensive compliance certifications that meet regulatory requirements across industries.

Critical Security Features:

• End-to-end AES-256 encryption for data in transit and at rest
• Role-based access controls with granular permissions
• Comprehensive audit logging for compliance documentation
• SOC 2, HIPAA, GDPR, and CCPA certifications for regulated industries
• Field-level encryption options for sensitive data elements

Integrate.io exemplifies enterprise security, providing customer-managed AWS KMS encryption that keeps decryption keys under organizational control. This approach satisfies security teams at Fortune 100 companies while maintaining the accessibility that business users require.

Frequently Asked Questions

What distinguishes low-code ETL from traditional ETL tools?

Low-code ETL platforms replace hand-coded pipelines with visual interfaces, drag-and-drop components, and pre-built connectors. Traditional tools require developers to write custom code for extraction logic, transformations, and error handling.

How do low-code ETL platforms handle enterprise security requirements?

Leading platforms including Integrate.io maintain SOC 2, HIPAA, GDPR, and CCPA compliance with enterprise-grade security features. Capabilities include end-to-end encryption, role-based access controls, comprehensive audit logging, and field-level encryption using customer-managed keys. These platforms have passed security reviews at Fortune 100 companies.

Can low-code ETL tools handle real-time data requirements?

Yes, platforms like Integrate.io provide sub-60 second CDC capabilities for real-time database replication without compromising data integrity. Most enterprise low-code platforms now support both batch and streaming workloads, enabling organizations to address operational analytics requirements alongside traditional batch processing.

What typical cost savings do organizations see with low-code ETL?

Organizations report up to 70% cost reduction when switching from custom-built pipelines to low-code platforms. Beyond licensing, savings accumulate through reduced development time, lower maintenance overhead, and decreased dependency on specialized engineering resources. Fixed-fee models like Integrate.io's eliminate additional savings by preventing consumption-based cost escalation.

How do I evaluate which low-code ETL tool fits my organization?

Start by assessing your specific requirements: connector coverage for your source systems, transformation complexity, compliance certifications needed, and budget constraints. Request trials from top candidates and build proof-of-concept pipelines with your actual data. Prioritize platforms offering transparent pricing and dedicated support during evaluation to understand the full customer experience before commitment.