
Agenta
8.0#2 in ai prompt generatorsFrom $29 a monthFree planWebAPISelf-hosted
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| Fact | Agenta | MLflow Prompt Optimization |
|---|---|---|
| Framework integrations | Official integration guides cover Agno, DSPy, Google ADK, LangChain, LangGraph, LlamaIndex, OpenAI Agents SDK, PydanticAI and Vercel AI SDK. | The optimization workflow works with LangChain, LangGraph, OpenAI Agent, Pydantic AI, CrewAI, AutoGen, or custom frameworks. |
| Support | The Hobby and Pro plans list community support through GitHub Issues, while Business lists priority support and a private Slack Connect channel. | The self-hosted open-source option lists community support. |
Agenta suits teams building and operating AI agents across connected work tools. It may also fit users who need self-hosting and can manage deployment, storage, upgrades, and backups themselves.
MLflow Prompt Optimization suits teams with training data and evaluation criteria who want to automate prompt iteration. GEPA may fit tasks with clear metrics where output quality is critical.