Etlworks vs. AWS Glue

Integration Without Limits — Cloud, On-Premise, and Beyond

Side-by-side comparison

Serverless ETL Tools, One Open to Any Cloud

AWS Glue and Etlworks both provide powerful options for moving and transforming data. While Glue is optimized for ingestion and workflow automation within the AWS ecosystem, Etlworks is a complete integration platform — supporting ETL, ELT, CDC, API management, streaming, hybrid deployments, and much more, across any cloud or on-premise environment.

Feature Etlworks AWS Glue
Focus ETL, ELT, CDC, data sync, data prep, API integration and management, workflow automation, B2B/EDI integration Data sync, workflow automation
Price (Monthly) $300–$4500+ $500–$10000+
Pricing Model Fixed per tier Consumption-based
Cost Transparency High Moderate
Sources 260+ 70+
Destinations Data warehouses, databases, SaaS apps, big data and NoSQL platforms, file storage systems, APIs, message brokers, IoT brokers, email systems Data warehouses, data lakes, databases
ETL capabilities ETL, ELT, Reverse ETL, processing by wildcard ETL, ELT
Data Replication Log-based CDC, Full, Incremental Limited Log-based CDC, Full, Incremental
Data Streaming (queues) Kafka, Events Hub, Kinesis, SQS, PubSub, ActiveMQ, RabbitMQ Kafka and Kinesis
Data Streaming (IoT brokers) MQTT brokers X
Transformations Drag-and-drop transformations, cleaning, normalization, restructuring, SQL/JavaScript/Python/XLS/Shell scripting, metadata-driven interactive mapping, lookups, enrichment, soft deletes Cleansing, normalization, enrichment, Python/Scala scripts, interactive mapping
Advanced UI capabilities Grid-based pipeline designer, drag and drop mapping, Explorer for visualizing and querying data Canvas-based drag-and-drop pipeline designer, drag and drop mapping, drag and drop transformations, formula builder
API Management Check X
API Integration Check Check
EDI Processing Read and write X12, EDIFACT, HL7, FHIR, NCPD and VDA messages X
Nested Document Processing Read, write, normalize and flatten: JSON, XML, Avro, Parquet Read, write and flatten: JSON, XML, Avro, Parquet
SaaS/PaaS Check Check
On-premise Deployment Check X
On-premise Data Access Check Check
Scalability and Performance Horizontal scaling and vertical scaling, Supports High Availability (HA), Handles Large Datasets Automatic scaling with cloud infrastructure, Supports High Availability (HA), Handles Large Datasets
Embeddable Check X
Data Governance Automated schema management, access control and encryption, metadata management and data lineage not supported Metadata management via AWS Glue Data Catalog; supports data lineage through integration with AWS services
Data Quality Management Data validation, data cleansing, filtering, deduplication, normalization, and enrichment, automatic schema evolution Supports data quality rules to prevent ingestion of poor data into data lakes; includes validation and profiling via Data Catalog
Compliance HIPAA, GDPR, DPA, SOC 2 Type II GDPR, HIPAA, SOC 2 compliant; leverages AWS compliance framework
Collaboration and Dev tools RBAC, Multi-Tenancy, Version Control, Export and Import, Artifact Patching, Open API, AI Assistant RBAC via AWS IAM, Multi-Tenancy, Open API, Export and Import, AI Assistant
Skill level Low to Intermediate Low to Intermediate
Purchase Process Self-Service (free trial converts to paid self-service), Conversations with Sales is optional Self-Service (no traditional free trial, limited free tier for Data Catalog)
Vendor lock-in Monthly and Annual billing, no formal contract required Monthly billing, no formal contract required
Difference

Why Etlworks Stands Out

Freedom from Cloud Lock-In

AWS Glue is a strong choice for AWS-native environments but locks you into the AWS ecosystem with no on-premise deployment options. Etlworks supports cloud, on-premise, and hybrid architectures — giving you the freedom to integrate data wherever it lives.

Predictable Pricing, No Surprise Bills

Glue’s consumption-based pricing can lead to unpredictable costs as your usage grows. Etlworks offers transparent, fixed-tier pricing starting at $300 per month, making it easy to budget and scale without worrying about variable billing surprises.

Complete Integration Beyond Ingestion

Glue focuses heavily on data ingestion and basic ETL within AWS services. Etlworks goes far beyond — delivering advanced ETL/ELT, reverse ETL, CDC, API integration, B2B/EDI workflows, real-time event streaming, and complex multi-source orchestration.

Broader Connectivity and Greater Flexibility

While Glue supports about 70 sources and targets, Etlworks connects natively to over 260 — including databases, SaaS apps, file systems, APIs, IoT brokers, and message queues. You can easily integrate diverse environments without being limited to cloud-native services.

A Complete Integration Platform, Not Just Another AWS Service

If your environment is 100% AWS, Glue might fit. But if you need broader reach, full integration flexibility, predictable pricing, hybrid deployments, and rich ETL/ELT/CDC capabilities beyond simple data ingestion, Etlworks is the smarter choice.

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