CX Agent Studio vs. Raw ADK vs. Dialogflow CX — Which Should You Use?
| Feature | Dialogflow CX | ADK (Agent Dev Kit) | CX Agent Studio |
|---|---|---|---|
| Coding Required | Low | High | Minimal |
| Flexibility | Medium | Very High | High |
| Target User | Developers | ML Engineers | Business + Devs |
| Built on | Own Runtime | Own SDK | ADK |
| Gemini Native | Partial | Yes | Yes |
CX Agent Studio is built on top of ADK, giving it enterprise-grade customizations without requiring deep coding expertise. It's the sweet spot for rapid prototyping and production-grade deployments
Posted Jun 3, 2026, 1:39 AM UTC
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