Promptflow

Build high-quality LLM apps from prototyping to production.

GrowingOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Rising

License

Open Source

Data freshness

Verified · Jul 16, 2026

Overview

What is Promptflow?

Promptflow is a tool for building and deploying large language model applications. It supports the entire lifecycle from initial prototyping through testing, deployment, and monitoring.

Key differentiator

Promptflow offers a complete, open-source solution for building and deploying large language model applications, integrating seamlessly with Microsoft Azure.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

End-to-end lifecycle support from prototyping to deploymentmedium

Integration with Microsoft Azure for scalable deploymentsmedium

Comprehensive monitoring and testing capabilitiesmedium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited language support beyond Pythonhigh

Primary development and documentation focus is on Python, with minimal support for other languages

Vendor lock-in with Microsoft Azuremedium

Optimized integrations and deployment options are heavily tied to Azure services

Fit analysis

Who is it for?

✓ Best for

Teams needing a comprehensive solution from prototyping to deployment of LLM apps

Projects that require integration with Microsoft Azure services

✕ Not a fit for

Developers preferring cloud-based managed solutions without self-hosting

Small projects where full lifecycle management is not required

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with Promptflow

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →