Best Data Integration Tools by type
G2 scores products inside each subcategory, against the products they actually compete with. Below are the three highest-scoring products in each type, in the same order as the navigation.
| Rank | Products | Rating | Reviews |
|---|---|---|---|
| 1 | 
Alteryx
Alteryx is the agentic analytics and automation company that helps organizations turn complex data into trusted insights, decisions, and action.... |
4.6/5
|
967 310 in last year |
| 2 | 
Snowflake
Snowflake makes enterprise AI easy, efficient and trusted. Thousands of companies around the globe, including hundreds of the world’s largest, use... |
4.6/5
|
779 128 in last year |
| 3 | 
BigQuery
BigQuery is an AI-ready, petabyte-scale, and cost-effective data warehouse that lets you run analytics over vast amounts of data in near real time.... |
4.5/5
|
1,240 73 in last year |
Showing top 3 of 138 Big Data Integration Platforms products
| Rank | Products | Rating | Reviews |
|---|---|---|---|
| 1 | 
Salesforce Platform
The Salesforce Platform helps IT and security teams innovate fast, deploy securely, and protect their data. With our development and security tools... |
4.5/5
|
4,660 948 in last year |
| 2 | 
Cloudiway
Cloudiway is a comprehensive Software-as-a-Service (SaaS) platform designed to facilitate seamless cloud migrations and ensure enterprise... |
4.9/5
|
272 110 in last year |
| 3 | 
ShareGate
ShareGate is a Microsoft 365 migration and governance software platform that helps IT professionals move business data to Microsoft 365 and... |
4.6/5
|
217 109 in last year |
Showing top 3 of 295 Cloud Migration Software products
| Rank | Products | Rating | Reviews |
|---|---|---|---|
| 1 | 
SAP Integration Suite
SAP Integration Suite (formerly SAP Cloud Platform Integration Suite) is an integration platform as a service (iPaaS) that allows the user to... |
4.3/5
|
373 117 in last year |
| 2 | 
Bloomreach
Bloomreach is the agentic platform for personalization. Powering autonomous search, conversational shopping, and autonomous marketing, Bloomreach... |
4.6/5
|
844 148 in last year |
| 3 | 
wetracked.io
wetracked.io is a specialized ad tracking solution designed to help Shopify & WooCommerce store owners accurately capture and report their... |
4.8/5
|
357 40 in last year |
Showing top 3 of 191 E-Commerce Data Integration Software products
| Rank | Products | Rating | Reviews |
|---|---|---|---|
| 1 | 
SPS Commerce Fulfillment EDI
SPS Commerce Fulfillment connects brands and suppliers to the retailers, distributors, marketplaces, and 3PLs they sell through, and keeps them... |
4.3/5
|
734 247 in last year |
| 2 | 
Celigo
Celigo puts intelligent automation in the hands of every team, unifying workflows from the predictable to the fully agentic in a single platform... |
4.6/5
|
1,130 439 in last year |
| 3 | 
TrueCommerce EDI
Across industries, TrueCommerce is viewed as one of the best names in global supply chain integration and automation. Leveraging our TrueCommerce... |
4.4/5
|
472 58 in last year |
Showing top 3 of 374 Electronic Data Interchange (EDI) Software products
| Rank | Products | Rating | Reviews |
|---|---|---|---|
| 1 | 
Zapier
Zapier is the #1 workflow automation platform for businesses that want to grow faster by maximizing the efficiency of their teams, tools, and... |
4.5/5
|
2,140 628 in last year |
| 2 | 
Workato
Workato is the #1-rated iPaaS and the leader in Enterprise MCP — the platform enterprises trust to unify integration, automation, and AI in one... |
4.7/5
|
858 217 in last year |
| 3 | 
Prismatic
Prismatic is the AI-enabled embedded iPaaS for B2B SaaS companies, the foundation for product extensibility. It brings productized integrations,... |
4.8/5
|
279 66 in last year |
Showing top 3 of 62 Embedded Integration Platforms products
| Rank | Products | Rating | Reviews |
|---|---|---|---|
| 1 | 
MuleSoft Anypoint Platform
MuleSoft Anypoint Platform is the industry-leading integration and governance solution designed to connect any application, API, and AI agent... |
4.4/5
|
894 185 in last year |
| 2 | 
Amazon EventBridge
Amazon EventBridge is a serverless event bus service that simplifies the creation of event-driven applications by facilitating seamless... |
4.5/5
|
37 4 in last year |
| 3 | 
IBM App Connect
IBM App Connect allows businesses to easily connect applications and build integration flows with no-code approach, a catalog of pre-built... |
4.4/5
|
259 1 in last year |
Showing top 3 of 55 Enterprise Service Bus (ESB) Software products
| Rank | Products | Rating | Reviews |
|---|---|---|---|
| 1 | 
Databricks
Databricks is the Data and AI company. More than 20,000 organizations worldwide — including adidas, AT&T, Bayer, Block, Mastercard, Rivian,... |
4.6/5
|
1,403 781 in last year |
| 2 |
Alteryx
Alteryx is the agentic analytics and automation company that helps organizations turn complex data into trusted insights, decisions, and action.... |
4.6/5
|
967 310 in last year |
| 3 |
Celigo
Celigo puts intelligent automation in the hands of every team, unifying workflows from the predictable to the fully agentic in a single platform... |
4.6/5
|
1,130 439 in last year |
Showing top 3 of 340 ETL Tools products
| Rank | Products | Rating | Reviews |
|---|---|---|---|
| 1 | 
GoAnywhere MFT
GoAnywhere MFT is a secure managed file transfer solution that automates and secures file transfers between systems, employees, and partners. Keep... |
4.6/5
|
456 138 in last year |
| 2 | 
Progress MOVEit
Progress MOVEit software helps IT operations, enterprise architecture, security and compliance teams automate and secure enterprise file transfers... |
4.4/5
|
529 23 in last year |
| 3 | 
Files.com
Files.com is the secure, cloud-native File Orchestration Platform built to replace the patchwork of legacy file infrastructure: aging SFTP servers,... |
4.6/5
|
301 44 in last year |
Showing top 3 of 127 File Transfer Protocol (FTP) Software products
| Rank | Products | Rating | Reviews |
|---|---|---|---|
| 1 |
SPS Commerce Fulfillment EDI
SPS Commerce Fulfillment connects brands and suppliers to the retailers, distributors, marketplaces, and 3PLs they sell through, and keeps them... |
4.3/5
|
734 247 in last year |
| 2 |
TrueCommerce EDI
Across industries, TrueCommerce is viewed as one of the best names in global supply chain integration and automation. Leveraging our TrueCommerce... |
4.4/5
|
472 58 in last year |
| 3 | 
Cleo
Cleo Integration Cloud is a B2B integration and EDI platform built for companies that need to automate trading partner transactions, connect ERP... |
4.4/5
|
611 79 in last year |
Showing top 3 of 23 Integration Brokerage Software products
| Rank | Products | Rating | Reviews |
|---|---|---|---|
| 1 |
Zapier
Zapier is the #1 workflow automation platform for businesses that want to grow faster by maximizing the efficiency of their teams, tools, and... |
4.5/5
|
2,140 628 in last year |
| 2 |
Celigo
Celigo puts intelligent automation in the hands of every team, unifying workflows from the predictable to the fully agentic in a single platform... |
4.6/5
|
1,130 439 in last year |
| 3 |
Workato
Workato is the #1-rated iPaaS and the leader in Enterprise MCP — the platform enterprises trust to unify integration, automation, and AI in one... |
4.7/5
|
858 217 in last year |
Showing top 3 of 408 iPaaS Software products
| Rank | Products | Rating | Reviews |
|---|---|---|---|
| 1 | 
MS SQL
SQL Server 2017 brings the power of SQL Server to Windows, Linux and Docker containers for the first time ever, enabling developers to build... |
4.4/5
|
2,290 44 in last year |
| 2 | 
FME Platform
FME, made by Safe Software, is the only All-Data, Any-AI Enterprise Integration Platform connecting all your data, applications, and AI services.... |
4.6/5
|
136 113 in last year |
| 3 | 
Informatica Data Integration and Engineering
Cloud Data Integration (CDI) is a comprehensive, AI-powered ETL and ELT solution designed to easily move, transform, and synchronize data between... |
4.3/5
|
337 114 in last year |
Showing top 3 of 187 On-Premise Data Integration Software products
| Rank | Products | Rating | Reviews |
|---|---|---|---|
| 1 | 
Fivetran
Fivetran is the data foundation for AI. One platform moves, manages, and transforms data from every application, database, event stream, and... |
4.3/5
|
856 80 in last year |
| 2 | 
Hightouch
Hightouch is the leading data and Agentic Marketing Platform for modern marketing teams. Trusted by brands like Domino’s, Autotrader, cars.com,... |
4.6/5
|
425 46 in last year |
| 3 |
Workato
Workato is the #1-rated iPaaS and the leader in Enterprise MCP — the platform enterprises trust to unify integration, automation, and AI in one... |
4.7/5
|
858 217 in last year |
Showing top 3 of 48 Reverse ETL Software products
| Rank | Products | Rating | Reviews |
|---|---|---|---|
| 1 | 
Cribl
Cribl is the AI Platform for Telemetry, giving organizations a flexible way to collect, process, route, store, search, and analyze the logs,... |
4.6/5
|
164 154 in last year |
| 2 | 
Kibana
The Elastic Stack, commonly known as the ELK Stack, is a comprehensive suite of open-source tools designed for ingesting, storing, analyzing, and... |
4.5/5
|
110 16 in last year |
| 3 | 
HubSpot Data Hub
Data Hub connects, cleanses, and automates customer data across the HubSpot CRM, providing operations teams with tools to maintain data quality,... |
4.5/5
|
644 89 in last year |
Showing top 3 of 77 Stream Analytics Software products
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Published: 2026-08-25