Comparison
Celigo (integrator.io) is an iPaaS optimized for SaaS-to-SaaS workflows, especially around NetSuite. Etlworks delivers data engineering scope — ETL, CDC, streaming, APIs, EDI — in one platform.
The verdict
Feature breakdown
| Capability | Etlworks | Celigo |
|---|---|---|
| Pricing & commercial | ||
| Starting price (monthly) | $300 | From ~$600 (Standard) |
| Pricing model | Fixed per tier | Tiered connector counts |
| Integration scope | ||
| Sources | 260+ | 200+ apps |
| ETL capabilities | ETL, ELT, Reverse ETL, wildcard processing | Partial — iPaaS workflows |
| API management | Full | Embedded |
| On-prem deployment | ||
| CDC & Streaming | ||
| CDC engine | Debezium-compatible, built-in (no Kafka required) | Partial — integration triggers |
| Database CDC sources | MySQL, Postgres, SQL Server, Oracle, MongoDB, DB2, others | Via connectors |
| Streaming queues | Kafka, EventHubs, Kinesis, SQS, PubSub, ActiveMQ, RabbitMQ | |
| IoT brokers | MQTT brokers | |
| Real-time replication | Log-based CDC, full, incremental | Event-driven, polling |
| Change tracking modes | Log-based, trigger-based, timestamp/high-watermark | Polling, trigger-based |
| Gen AI | ||
| AI agent | Built-in agent (Simba) — builds and edits flows from chat | Partial — AI assistance for integration setup |
| Agent capabilities | Reads metadata, reads/samples data, writes JS & SQL, schedules, deploys, monitors | Suggest integrations, error diagnosis |
| Natural-language flow building | ‘Vibe-build’ — create flows by describing what you want | |
| AI-driven mapping | Auto-suggests source-to-destination mappings | Partial |
| Built-in analytics | Agent runs analysis on flow data and pipeline behavior | |
| Chat across product | Same agent context on every screen | |
| CLI for agent | Full CLI access for run/deploy/monitor/manage | |
| Trains on customer data | Never | Not by default |