| Pricing & commercial |
| Starting price (monthly) | $300 | $19.99 (Starter) |
| Pricing model | Fixed per tier | Per-task tiers |
| Integration scope |
| Sources | 260+ | 6,000+ apps |
| ETL capabilities | ETL, ELT, Reverse ETL, wildcard processing | — |
| API management | ✓Full | — |
| On-prem deployment | ✓ | — |
| CDC & Streaming |
| CDC engine | Debezium-compatible, built-in (no Kafka required) | —task automation, not data replication |
| Database CDC sources | MySQL, Postgres, SQL Server, Oracle, MongoDB, DB2, others | — |
| Streaming queues | Kafka, EventHubs, Kinesis, SQS, PubSub, ActiveMQ, RabbitMQ | — |
| IoT brokers | ✓MQTT brokers | — |
| Real-time replication | Log-based CDC, full, incremental | Event-driven (webhooks, polling) |
| Change tracking modes | Log-based, trigger-based, timestamp/high-watermark | Polling, webhook |
| Gen AI |
| AI agent | ✓Built-in agent (Simba) — builds and edits flows from chat | ✓Zapier Agents, Zapier Copilot |
| Agent capabilities | Reads metadata, reads/samples data, writes JS & SQL, schedules, deploys, monitors | Build Zaps from natural language, run AI tasks |
| 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 |