Flowise vs MLflow

Side-by-side comparison of Flowise and MLflow: pricing, features, API access, and community ratings.

AI comparison summary

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	Flowise Open source visual platform for building AI agents and LLM-powered applications Visit	MLflow The leading open source AI engineering platform for Agents, LLMs & Models Visit
Category	Agent frameworks	AI observability
Pricing	Freemium	Free
Starting price		Free
Free tier
Audience	All audiences	Technical
API available
Open source
Self-hostable
Model provider	Agnostic (100+ LLMs supported)
Founded	2023	2018
Headquarters	United States
Key strengths	·Visual drag-and-drop builder for AI agents and workflows ·Open source with self-hosting support ·Supports 100+ LLMs, embeddings, and vector databases ·Enterprise-grade observability with OpenTelemetry and Prometheus	·Open source under Apache 2.0 ·Production-grade LLM/agent observability and tracing (built on OpenTelemetry) ·Systematic evaluation with 50+ built-in metrics and LLM judges ·Prompt versioning, testing, and optimization