| Pricing & commercial |
| Starting price (monthly) | $300 | Oracle ELA / per-CPU licensing |
| Pricing model | Fixed per tier | Oracle annual licensing |
| Integration scope |
| Sources | 260+ | Oracle-centric + JDBC |
| ETL capabilities | ETL, ELT, Reverse ETL, wildcard processing | ✓ELT (Knowledge Modules) |
| API management | ✓Full | — |
| On-prem deployment | ✓ | ✓On-prem standard |
| CDC & Streaming |
| CDC engine | Debezium-compatible, built-in (no Kafka required) | Knowledge Modules + Oracle GoldenGate (separate licensing) |
| Database CDC sources | MySQL, Postgres, SQL Server, Oracle, MongoDB, DB2, others | Oracle (strong), others via GoldenGate |
| Streaming queues | Kafka, EventHubs, Kinesis, SQS, PubSub, ActiveMQ, RabbitMQ | Partial — limited |
| IoT brokers | ✓MQTT brokers | — |
| Real-time replication | Log-based CDC, full, incremental | Via GoldenGate |
| Change tracking modes | Log-based, trigger-based, timestamp/high-watermark | Log-based via GoldenGate |
| Gen AI |
| AI agent | ✓Built-in agent (Simba) — builds and edits flows from chat | Partial — Oracle generative AI in OCI |
| Agent capabilities | Reads metadata, reads/samples data, writes JS & SQL, schedules, deploys, monitors | Limited within ODI; broader in Oracle Cloud |
| 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 | Via Oracle Analytics |
| 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 | Per Oracle enterprise terms |