Buyer's guide

Best ETL & Data Integration software

Extract, Transform, Load platforms that move and transform data between sources, warehouses, and applications for unified analytics. Open any profile for real pricing, compliance, and buyer-fit detail, or jump into the etl & data integration directory to filter by industry, company size, and certifications.

9 profiled toolsUpdated 2026

1
PeerDB
Data Replication Software
PeerDB helps teams replicate Postgres data into warehouses and downstream systems with lower-latency sync than traditional batch-heavy pipelines.
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2
Fivetran
Software
Fivetran is the automated data movement platform with hundreds of managed connectors that reliably centralize data into warehouses and lakes.
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3
Mage
Data Pipeline Orchestration
Mage is an open-source data pipeline tool for transforming and integrating data, providing a modern alternative to Airflow with a hybrid notebook/pipeline interface.
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4
BambooHR
Human Resources (HR)
BambooHR is an all-in-one HR software platform for small and medium businesses. It provides employee records, hiring, onboarding, compensation management, time tracking, and performance revi…
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5
Vendia
Data Sharing Platforms
Serverless data collaboration platform using distributed ledgers across clouds. Enables real-time B2B data sharing without ETL.
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6
Atlan
Data Catalog
Atlan is a modern data catalog and governance platform that provides data discovery, lineage, quality monitoring, and collaboration for data teams.
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7
Agentin AI
Autonomous Agents Platforms
Agentin AI builds autonomous agents that move data and take actions across enterprise systems like Salesforce, NetSuite, and SAP, using reinforcement learning to adapt and learn from failure…
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8
Airbyte
Data Integration Platforms
Airbyte is an open-source data integration platform with 400+ connectors for extracting and loading data from any source to any destination, available as self-hosted or managed cloud.
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9
Assembled
Contact Center Workforce Management
Assembled provides modern workforce management for support teams with AI-powered forecasting, scheduling, and real-time management.
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10
Data Innovations Instrument Manager
Software
Laboratory middleware connecting analyzers to LIS with autoverification, quality control, and result management.
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11
CData Arc
Software
B2B integration platform for secure file transfer, EDI, and data processing.
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12
Datacoral
Software
Data infrastructure platform for serverless data pipelines across clouds.
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13
Malloy
Data Modeling Tools
Experimental data language by Google for data analysis combining querying, modeling, and transformation.
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14
LetsData
Data Pipeline Orchestration
Managed data pipelines platform for ingesting and normalizing public data sources.
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15
Avo Analytics Governance
Data Governance
Analytics governance platform for tracking plans and data quality.
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16
BladePipe
Software
Real-time data synchronization platform for cross-database CDC and migration pipelines.
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17
InfinyOn
Software
Creators of Fluvio offering managed streaming platform for real-time data.
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18
Alloy Ecommerce
Software
Integration platform for e-commerce operations.
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19
Peliqan
Software
All-in-one data platform combining ETL, transformation, and apps on a single backend.
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20
Tobiko Data
Software
SQLMesh creators: open-source DataOps framework for data transformation with virtual data environments.
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21
Jitterbit
Data Integration Platforms
API integration platform connecting SaaS, on-premises, and cloud applications for automated business processes.
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22
ClicData
ETL Tools (Cloud-Native)
Cloud BI and dashboard platform with built-in ETL and data warehouse for SMBs and analytics teams.
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23
UseCSV
ETL & Data Integration
Self-serve data import solution for SaaS products with validation.
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24
Definite
Data Warehouse Platforms
All-in-one data platform bundling warehouse, ELT, BI, and AI analyst for small teams.
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25
JAMS Scheduler
IT Automation
Enterprise job scheduling and workload automation platform for hybrid environments.
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26
Astronomer
Data Pipeline Orchestration
Managed Apache Airflow platform for running, managing, and scaling data orchestration workflows.
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27
StreamSets
ETL & Data Integration
DataOps platform for building and operating streaming data pipelines and ETL workflows.
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28
Astera
Data Integration Platforms
Unified data management platform combining ETL, EDI, and document processing with no-code AI automation.
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29
Boltic
Data Pipeline Orchestration
End-to-end data operations platform with ETL, orchestration, and data flow building for teams.
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30
Y42
Data Pipeline Orchestration
Data orchestration platform combining ingestion, transformation, and reverse ETL in a unified workflow.
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31
Striim
Data Integration Platforms
Real-time data integration and streaming analytics platform for continuous data movement and processing.
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32
Portable
ETL & Data Integration
No-code ELT platform providing 500+ API connectors for syncing data from niche SaaS tools to warehouses.
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33
Matrixify
Import Export Documentation
Shopify bulk import and export platform for product data.
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34
Kleene.ai
Data Integration Platforms
Full-stack data platform combining ETL and observability for mid-market companies.
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35
Nuvo
Software
Embedded data importer for B2B SaaS with AI-assisted data mapping and validation.
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36
Dromo
Customer Onboarding Software
Embedded file importer platform for SaaS data onboarding.
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Best etl & data integration by company size

Best etl & data integration for Solo / freelancer Best etl & data integration for Startup (1-50)Best etl & data integration for Small business (51-200)Best etl & data integration for Mid-market (201-1,000)Best etl & data integration for Enterprise (1,000+)

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Frequently asked

What is the best etl & data integration software?

Cubbie ranks 9 profiled etl & data integration tools by profile completeness, verified-vendor status, and active deals. The list above leads with the products that carry the most complete, vendor-maintained profiles.

How does Cubbie choose these etl & data integration tools?

Listings are drawn from the live catalog and ordered so products with substantive, vendor-maintained profiles surface first. Cubbie does not accept payment for ranking position.

Ranked from Cubbie's live catalog, https://www.cubbie.com/best/etl-data-integration