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Compare Data Sync and Load Tools

Discover tools focused on syncing data from SaaS platforms and databases into cloud data warehouses like Snowflake, BigQuery, and others.

Side-by-side comparison
Feature Etlworks Fivetran Stitch Hevo Data Matillion AWS Glue Azure Data Factory Airbyte Cloud Integrate.io
Compare Etlworks with Fivetran Stitch Hevo Data Matillion AWS Glue Azure Data Factory Airbyte Cloud Integrate.io
Focus ETL, ELT, CDC, data sync, data prep, API integration and management, workflow automation, B2B/EDI integration ELT, CDC, data sync ELT, data sync ETL, ELT, CDC, data sync ETL, ELT, CDC, data sync Data sync, workflow automation Data sync, workflow automation ELT, CDC, data sync, workflow automation ETL, ELT, data sync, data prep, workflow automation
Price (Monthly) $300–$4500+ $1000–$10000+ $100–$2500+ $239–$5000+ $1500–$8000+ $500–$10000+ $500–$8000+ $100–$3000+ $1999–$7000+
Pricing Model Fixed per tier Consumption-based Fixed per tier Fixed per tier Credit-based Consumption-based Consumption-based Credit-based Connector-based
Cost Transparency High Low Moderate Moderate Moderate Moderate Moderate High Moderate
Sources 260+ 700+ 140+ 150+ 100+ 70+ 100+ 300+ 150+
Destinations Data warehouses, databases, SaaS apps, big data and NoSQL platfroms, file storage systems, APIs, message brokers, IoT brokers, email systems Data warehouses, data lakes Data warehouses Data warehouses, databases, SaaS apps Data warehouses Data warehouses, data lakes, databases Data warehouses, databases, SaaS apps Data warehouses, data lakes, databases Data warehouses, databases, cloud storage, APIs
ETL capabilities ETL, ELT, Reverse ETL, processing by wildcard ELT, limited ETL ELT ETL, ELT, Reverse ETL ETL, ELT, Reverse ETL ETL, ELT ETL, ELT, Reverse ETL ELT, ETL, Reverse ETL ETL, ELT, Reverse ETL
Data Replication Log-based CDC, Full, Incremental Log-based CDC, Full, Incremental Limited Log-based CDC, Full, Incremental Log-based CDC, Full, Incremental Log-based CDC, Full, Incremental Limited Log-based CDC, Full, Incremental Log-based CDC, Full, Incremental Log-based CDC, Full, Incremental Log-based CDC, Full, Incremental
Data Streaming (queues) Kafka, Events Hub, Kinesis, SQS, PubSub, ActiveMQ, RabbitMQ Kafka Kafka Kafka and SQS Kafka Kafka and Kinesis Kafka, EventHubs, ServiceBus Kafka and SQS Kafka
Data Streaming (IoT brokers) MQTT brokers X X X X X X X X
Transformations Drag-and-drop transformations, cleaning, normalization, restructuring, SQL/JavaScript/Python/XLS/Shell scripting, metadata-driven interactive mapping, lookups, enrichment, soft deletes Row-based conversions, schema normalization, SQL, dbt integration Row-based conversions, soft deletes Drag-and-drop transformations, Python scripts, enrichment, cleaning, normalization, interactive mapping Cleaning, normalization, enrichment, SQL, Python, interactive mapping Cleansing, normalization, enrichment, Python/Scala scripts, interactive mapping Cleansing, normalization, enrichment, code-free transformations, code-based transformations, interactive mapping dbt integration, chunking, embedding, indexing for LLMs Drag-and-drop transformations, cleaning, normalization, enrichment, SQL-based transformations
Advanced UI capabilities Grid-based pipeline designer, drag and drop mapping, Explorer for visualizing and querying data Grid-based pipeline designer, automated mapping Grid-based pipeline designer Canvas-based drag-and-drop pipeline designer, drag and drop mapping, drag and drop transformations, formula builder Canvas-based drag-and-drop pipeline designer, drag and drop mapping, drag and drop transformations, formula builder Canvas-based drag-and-drop pipeline designer, drag and drop mapping, drag and drop transformations, formula builder Canvas-based drag-and-drop pipeline designer, drag and drop mapping, drag and drop transformations, formula builder Grid-based pipeline designer, automated mapping Canvas-based drag-and-drop pipeline designer, drag and drop mapping, drag and drop transformations
API Management Check X X X X X X X Check
API Integration Check Check Check Check Check Check Check Check Check
EDI Processing Read and write X12, EDIFACT, HL7, FHIR, NCPD and VDA messages X X X X X X X X
Nested Document Processing Read, write, normalize and flatten: JSON, XML, Avro, Parquet Read, write, normalize: JSON, XML Read, write, flatten: JSON Read, write and flatten: JSON, XML Read, write and flatten: JSON, XML, Avro, Parquet Read, write and flatten: JSON, XML, Avro, Parquet Read, write and flatten: JSON, XML, Avro, Parquet Read, write and flatten: JSON, Avro Read, write, flatten: JSON, XML
SaaS/PaaS Check Check Check Check Check Check Check Check Check
On-premise Deployment Check X X X X X X X X
On-premise Data Access Check Check X Check Check Check Check X 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 Limited horizontal scaling, Supports High Availability (HA), Struggles with large datasets Automatic scaling with cloud infrastructure, Supports High Availability (HA), Handles Large Datasets Automatic scaling with cloud infrastructure, Supports High Availability (HA), Handles Large Datasets Automatic scaling with cloud infrastructure, Supports High Availability (HA), Handles Large Datasets Automatic scaling with cloud infrastructure, Supports High Availability (HA), Handles Large Datasets Automatic scaling with cloud infrastructure, Supports High Availability (HA), Handles Large Datasets Automatic scaling with cloud infrastructure, Supports High Availability (HA), Handles Large Datasets
Embeddable Check X X Check Check X X Check Check
Data Governance Automated schema management, access control and encryption, metadata management and data lineage not supported Automated data governance with data lineage tracking (source to destination), column blocking, and hashing for PII security Access control and encryption Automated schema management, metadata management and data lineage not supported Automated schema management, metadata management and data lineage not supported Metadata management via AWS Glue Data Catalog; supports data lineage through integration with AWS services Metadata management and data lineage through integration with Azure Purview Automated schema management, metadata management and data lineage not supported Automated schema management, access control, encryption; metadata management and data lineage not supported
Data Quality Management Data validation, data cleansing, filtering, deduplication, normalization, and enrichment, automatic schema evolution Basic validation through schema evolution and data type consistency Data cleansing, normalization, and enrichment using SQL Data cleansing, filtering, deduplication, and enrichment Data cleansing, normalization, and enrichment Supports data quality rules to prevent ingestion of poor data into data lakes; includes validation and profiling via Data Catalog Supports data quality through integration with Azure Purview for profiling, validation, and cleansing Data validation Data cleansing, validation, enrichment
Compliance HIPAA, GDPR, DPA, SOC 2 Type II HIPAA, GDPR, SOC 2 Type II, Privacy Shield, ISO 27001, PCI DSS Level 1 SOC 2 Type II, HIPAA BAA, ISO/IEC 27001, GDPR, and CCPAR SOC 2, HIPAA, GDPR, CCPA SOC 2, HIPAA, GDPR, ISO 27001, CCPA, CSA Star GDPR, HIPAA, SOC 2 compliant; leverages AWS compliance framework GDPR, HIPAA, SOC 2 compliant; leverages Azure compliance framework SOC 2, ISO 27001, HIPAA, GDPR, CCPA ISO 27001, Sarbanes-Oxley, PCI Level 1, SOC 1 / 2, SSAE 16/ISAE 3402, GDPR, HIPAA
Collaboration and Dev tools RBAC, Multi-Tenancy, Version Control, Export and Import, Artifact Patching, Open API, AI Assistant RBAC, Open API, Export and Import RBAC, Open API, Export and Import RBAC, SDK, Export and Import RBAC, Open API, Export and Import RBAC via AWS IAM, Multi-Tenancy, Open API, Export and Import, AI Assistant RBAC via Azure IAM, Multi-Tenancy, Integration with Azure DevOps, Open API, Export and Import, AI Assistant RBAC, Multi-Tenancy, Connector Development Kit (CDK), Export and Import RBAC, Multi-Tenancy, Open API, Export and Import
Skill level Low to Intermediate Low Low Low Low to Intermediate Low to Intermediate Low to Intermediate Low to Intermediate Low to Intermediate
Purchase Process Self-Service (free trial converts to paid self-service), Conversations with Sales is optional Self-Service free trial, Requires Conversations with Sales Self-Service (free trial converts to paid self-service), Conversations with Sales is optional Self-Service (free trial converts to paid self-service), Conversations with Sales is optional Self-Service free trial, Requires Conversations with Sales Self-Service (no traditional free trial, limited free tier for Data Catalog) Self-Service (with free trial via $200 credit for 30 days, converts to paid self-service) Self-Service (free trial converts to paid self-service), Conversations with Sales is optional Self-Service (with free trial, converts to paid self-service), Sales for higher tiers
Vendor lock-in Monthly and Annual billing, no formal contract required Annual billing, no formal contract required Monthly and Annual billing, no formal contract required Monthly and Annual billing, no formal contract required Annual billing, no formal contract required Monthly billing, no formal contract required Monthly billing, no formal contract required Monthly and Annual billing, no formal contract required Monthly and Annual billing, formal contract required

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