Top 10 AWS Data Pipeline Alternatives & Competitors

Top 10 Alternatives to AWS Data Pipeline Recently Reviewed By G2 Community

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Azure Data Factory
By Microsoft
4.6/5
(98)
Product Description
Azure Data Factory (ADF) is a fully managed, serverless data integration service designed to simplify the process of ingesting, preparing, and transforming data from diverse sources. It enables organizations to construct and orchestrate Extract, Transform, Load (ETL) and Extract, Load, Transform (ELT) workflows in a code-free environment, facilitating seamless data movement and transformation across on-premises and cloud-based systems. Key Features and Functionality: - Extensive Connectivity: ADF offers over 90 built-in connectors, allowing integration with a wide array of data sources, including relational databases, NoSQL systems, SaaS applications, APIs, and cloud storage services. - Code-Free Data Transformation: Utilizing mapping data flows powered by Apache Spark™, ADF enables users to perform complex data transformations without writing code, streamlining the data preparation process. - SSIS Package Rehosting: Organizations can easily migrate and extend their existing SQL Server Integration Services (SSIS) packages to the cloud, achieving significant cost savings and enhanced scalability. - Scalable and Cost-Effective: As a serverless service, ADF automatically scales to meet data integration demands, offering a pay-as-you-go pricing model that eliminates the need for upfront infrastructure investments. - Comprehensive Monitoring and Management: ADF provides robust monitoring tools, allowing users to track pipeline performance, set up alerts, and ensure efficient operation of data workflows. Primary Value and User Solutions: Azure Data Factory addresses the complexities of modern data integration by providing a unified platform that connects disparate data sources, automates data workflows, and facilitates advanced data transformations. This empowers organizations to derive actionable insights from their data, enhance decision-making processes, and accelerate digital transformation initiatives. By offering a scalable, cost-effective, and code-free environment, ADF reduces the operational burden on IT teams and enables data engineers and business analysts to focus on delivering value through data-driven strategies.
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Reviewers say compared to AWS Data Pipeline, Azure Data Factory is:
Easier to set up
Easier to admin
Easier to do business with
Categories in common with AWS Data Pipeline:
ETL Tools

Apache NiFi
By The Apache Software Foundation
4.2/5
(26)
Product Description
Apache NiFi is an open-source data integration platform designed to automate the flow of information between systems. It enables users to design, manage, and monitor data flows through an intuitive, web-based interface, facilitating real-time data ingestion, transformation, and routing without extensive coding. Originally developed by the National Security Agency (NSA) as "NiagaraFiles," NiFi was released to the open-source community in 2014 and has since become a top-level project under the Apache Software Foundation. Key Features and Functionality: - Intuitive Graphical Interface: NiFi offers a drag-and-drop web interface that simplifies the creation and management of data flows, allowing users to configure processors and monitor data streams visually. - Real-Time Processing: Supports both streaming and batch data processing, enabling the handling of diverse data sources and formats in real-time. - Extensive Processor Library: Provides over 300 built-in processors for tasks such as data ingestion, transformation, routing, and delivery, facilitating integration with various systems and protocols. - Data Provenance Tracking: Maintains detailed lineage information for every piece of data, allowing users to track its origin, transformations, and routing decisions, which is essential for auditing and compliance. - Scalability and Clustering: Supports clustering for high availability and scalability, enabling distributed data processing across multiple nodes. - Security Features: Incorporates robust security measures, including SSL/TLS encryption, authentication, and fine-grained access control, ensuring secure data transmission and access. Primary Value and Problem Solving: Apache NiFi addresses the complexities of data flow automation by providing a user-friendly platform that reduces the need for custom coding, thereby accelerating development cycles. Its real-time processing capabilities and extensive processor library allow organizations to integrate disparate systems efficiently, ensuring seamless data movement and transformation. The comprehensive data provenance tracking enhances transparency and compliance, while its scalability and security features make it suitable for enterprise-level deployments. By simplifying data flow management, NiFi enables organizations to focus on deriving insights and value from their data rather than dealing with the intricacies of data integration.
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Reviewers say compared to AWS Data Pipeline, Apache NiFi is:
Easier to set up
Easier to admin
Easier to do business with
Categories in common with AWS Data Pipeline:
ETL Tools

Fivetran
By Fivetran
4.3/5
(793)
Product Description
Fivetran is an ETL tool, designed to reinvent the simplicity by which data gets into data warehouses.
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Reviewers say compared to AWS Data Pipeline, Fivetran is:
Easier to set up
Easier to admin
Easier to do business with
Categories in common with AWS Data Pipeline:
ETL Tools

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Databricks
By Databricks Inc.
4.6/5
(759)
Product Description
Making big data simple
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Reviewers say compared to AWS Data Pipeline, Databricks is:
Easier to set up
Easier to do business with
Easier to admin
Categories in common with AWS Data Pipeline:
ETL Tools

SnapLogic Intelligent Integration Platform (IIP)
By SnapLogic
4.4/5
(397)
Product Description
SnapLogic is the leader in generative integration. As a pioneer in AI-led integration, the SnapLogic Platform accelerates digital transformation across the enterprise and empowers everyone to integrate faster and easier. Whether you are automating business processes, democratizing data, or delivering digital products and services, SnapLogic enables you to simplify your technology stack and take your enterprise further. Thousands of enterprises around the globe rely on SnapLogic to integrate, automate and orchestrate the flow of data across their business. Join the generative integration movement at snaplogic.com.
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Reviewers say compared to AWS Data Pipeline, SnapLogic Intelligent Integration Platform (IIP) is:
Easier to set up
Easier to admin
Easier to do business with
Categories in common with AWS Data Pipeline:
ETL Tools

Google Cloud BigQuery
By Google
4.5/5
(1,236)
Product Description
Analyze Big Data in the cloud with BigQuery. Run fast, SQL-like queries against multi-terabyte datasets in seconds. Scalable and easy to use, BigQuery gives you real-time insights about your data.
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Reviewers say compared to AWS Data Pipeline, Google Cloud BigQuery is:
Easier to set up
Easier to admin
Easier to do business with
Categories in common with AWS Data Pipeline:
ETL Tools

Supermetrics
By Supermetrics
4.4/5
(822)
Product Description
Supermetrics helps over half a million marketers and analysts move data from popular marketing and ad platforms like Facebook, Google, and HubSpot to their favorite analytics, reporting, and data warehouse platforms. Over 15% of global ad spend is reported through Supermetrics.
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Reviewers say compared to AWS Data Pipeline, Supermetrics is:
Easier to set up
Easier to admin
Easier to do business with
Categories in common with AWS Data Pipeline:
ETL Tools

Singular
By Singular
4.5/5
(508)
Product Description
Singular powers marketers to drive faster growth with next-gen attribution, full-funnel analytics, and best-in-class fraud prevention.
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Reviewers say compared to AWS Data Pipeline, Singular is:
Easier to admin
Easier to do business with
Easier to set up
Categories in common with AWS Data Pipeline:
ETL Tools

Celigo
By Celigo
4.6/5
(1,051)
Product Description
Celigo is the intelligent automation platform built for the AI era. An enterprise-ready iPaaS, Celigo helps organizations unify applications, automate complex operations, and scale digital ecosystems. The platform supports cloud integration, SaaS integration, enterprise application integration, and agentic automation under a single governance model. The platform is accessible to both business teams and developers — anyone can build, configure, and maintain integrations through natural language, while technical teams retain full control over architecture, security, and extensibility. Through an extensive library of 1,000+ prebuilt connectors, organizations can rapidly integrate systems such as ERP, CRM, ecommerce, finance, and support platforms — including NetSuite, Salesforce, SAP, Microsoft Dynamics, and Shopify — while maintaining flexibility for custom integrations and advanced API management. Celigo supports a wide range of enterprise integration scenarios including ERP integration, CRM integration, B2B integration, and EDI (electronic data interchange) workflows. These capabilities allow organizations to streamline supplier, partner, and customer data exchange while ensuring reliable data integration across internal and external systems. Built-in tools for data mapping, data transformation, and data synchronization ensure that information moves accurately and consistently between applications. What sets Celigo apart is its ability to span the full spectrum of automation — from deterministic, rules-based workflows to AI-driven decision-making — without requiring separate platforms or governance models. Celigo Agent Builder enables teams to create AI agents that reason and act across enterprise systems, with configurable guardrails that enforce business policy at runtime. Human-in-the-loop approvals ensure sensitive actions require explicit authorization before execution, and complete audit trails support compliance across every AI interaction. Celigo's MCP Server exposes enterprise capabilities through the Model Context Protocol, giving any AI agent — built inside Celigo or externally — secure, governed, auditable access to the full enterprise tech stack. This makes Celigo a foundational layer for enterprise AI orchestration, enabling organizations to connect external agents to internal systems without sacrificing control or visibility. Celigo Ora, the platform's natural language interface, makes the entire platform accessible through conversation. Anyone — including business teams without technical training — can build, modify, troubleshoot, and maintain integrations and automations by describing what they need in plain language. This eliminates the specialist bottleneck not just for building automations, but for ongoing maintenance and issue resolution as well. To accelerate deployment, Celigo offers fully managed Integration Apps and reusable integration templates that simplify common use cases such as order-to-cash automation, ecommerce integrations, and financial data flows. Centralized monitoring, runtime governance controls, and scalable architecture give enterprises full visibility into integration and automation processes while maintaining reliability and compliance. Designed for modern IT and operations teams, Celigo empowers enterprises to unify integration, automation, and AI on a single platform — scaling capacity without scaling headcount, and building a durable foundation for digital transformation across the entire application landscape.
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Reviewers say compared to AWS Data Pipeline, Celigo is:
Easier to admin
Easier to do business with
Easier to set up
Categories in common with AWS Data Pipeline:
ETL Tools