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Agenta vs MLflow Prompt Optimization

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Agenta

8.0#2 in ai prompt generatorsFrom $29 a month
Free planWebAPISelf-hosted
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What both publish

FactAgentaMLflow Prompt Optimization
Framework integrationsOfficial 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.
SupportThe 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 plans

  • HobbyFree
  • Open sourceFree
  • Pro$29 a month
  • Business$299 a month
  • Enterprise self-hostedPriced on request
  • Enterprise (self-hosted)Priced on request

MLflow Prompt Optimization plans

  • MLflow Prompt Optimization (open source)Free

Pick Agenta if…

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.

Pick MLflow Prompt Optimization if…

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.

Charts they share