SHSelfHostIndex

Agenta vs Prompt flow

A side-by-side comparison of two self-hosted self-hosted ai options — licensing, setup difficulty, resource needs, and what each one replaces.

Not the right match-up?
AG Agenta Open-source LLMOps platform for prompt and app management VS PR Prompt flow Build and evaluate LLM application flows
FeatureAgentaPrompt flow
Deploy effortUnder-an-hour setupUnder-an-hour setup
Health score89 · Excellent78 · Good
CategorySelf-Hosted AISelf-Hosted AI
LicenseMITMIT
LanguageTypeScriptPython
Setup difficultyMediumMedium
Min. RAM2,048 MB2,048 MB
Deploymentdockerdocker, source
GitHub stars★ 4,776★ 11,244
First released20232023
ReplacesLangSmithLangSmith, Vertex AI

What are Agenta and Prompt flow?

Agenta

Agenta is an end-to-end LLMOps platform that combines prompt management, evaluation and observability for building production LLM applications. It can be fully self-hosted with Docker Compose.

  • Prompt playground
  • Evaluation suite
  • Observability tracing
  • Self-hosted with Docker

Prompt flow

Prompt flow is an open-source development toolkit from Microsoft for building, testing, and evaluating LLM-powered applications. It provides a visual flow editor, batch evaluation, and tooling to debug prompt pipelines locally.

  • Visual flow authoring
  • Batch evaluation runs
  • Local debugging tools
  • VS Code extension

Agenta vs Prompt flow: key differences

Agenta is written in TypeScript, while Prompt flow is built with Python. Prompt flow has the considerably larger community, at 11,244 GitHub stars versus 4,776.

Why pick each one

Choose Agenta if…

  • Released under the MIT license
  • First-class Docker support for quick deployment
  • Active community (4.8k GitHub stars)
  • Written in TypeScript
Agenta details

Choose Prompt flow if…

  • Released under the MIT license
  • First-class Docker support for quick deployment
  • Mature project with 11.2k GitHub stars
  • Written in Python
Prompt flow details

Frequently asked questions

Is Agenta or Prompt flow better?

Neither is universally better. Prompt flow has the larger community; both share a medium setup difficulty, so the decision comes down to features and licensing.

Are Agenta and Prompt flow free and open-source?

Yes. Agenta is licensed under MIT and Prompt flow under MIT. Both can be self-hosted at no software cost.

Can I run Agenta and Prompt flow with Docker?

Agenta: yes. Prompt flow: yes.

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