Comparison

Etlworks vs CData

CData is best known for JDBC/ODBC drivers that expose SaaS APIs as databases. Etlworks delivers full data integration — ETL/ELT, CDC, APIs, EDI — in one orchestrated platform.

The verdict

When each tool fits.

When Etlworks fits better

  • You need full ETL/ELT, not just data sync via JDBC drivers
  • You need real-time CDC and streaming
  • You need orchestration beyond simple data sync
  • You need EDI or B2B file processing
  • Per-tier pricing beats per-connector licensing

Where they’re equal

  • Broad connector coverage
  • Cloud and on-prem deployment
  • No-code data sync configuration
  • SQL-based query interface
  • Self-service onboarding

When CData fits better

  • You need CData's JDBC/ODBC drivers for embedded use cases
  • Your application requires database-style queries against SaaS APIs
  • You're using CData drivers in BI tools or other apps
  • You need their specific Salesforce drivers for legacy integrations
  • Embeddable driver licensing matches your distribution model

Feature breakdown

Side by side.

Capability Etlworks CData
Pricing & commercial
Starting price (monthly)$300Per-driver / per-connector
Pricing modelFixed per tierPer-connector licensing
Integration scope
Sources260+250+ drivers
ETL capabilitiesETL, ELT, Reverse ETL, wildcard processingPartial — Sync + Arc orchestration
API managementFullAPI Server
On-prem deployment
CDC & Streaming
CDC engineDebezium-compatible, built-in (no Kafka required)Sync product — incremental syncs
Database CDC sourcesMySQL, Postgres, SQL Server, Oracle, MongoDB, DB2, othersVia specific drivers
Streaming queuesKafka, EventHubs, Kinesis, SQS, PubSub, ActiveMQ, RabbitMQ
IoT brokersMQTT brokers
Real-time replicationLog-based CDC, full, incrementalPolling-based primarily
Change tracking modesLog-based, trigger-based, timestamp/high-watermarkIncremental keys
Gen AI
AI agentBuilt-in agent (Simba) — builds and edits flows from chatPartial — CData AI (drivers for AI tools)
Agent capabilitiesReads metadata, reads/samples data, writes JS & SQL, schedules, deploys, monitorsProvide JDBC/ODBC access to LLMs and AI apps
Natural-language flow building‘Vibe-build’ — create flows by describing what you want
AI-driven mappingAuto-suggests source-to-destination mappings
Built-in analyticsAgent runs analysis on flow data and pipeline behavior
Chat across productSame agent context on every screen
CLI for agentFull CLI access for run/deploy/monitor/manage
Trains on customer dataNeverNot by default