MLflow alternatives

The 12 products closest to MLflow in what they do and who they're for, best match first.

Metaflow — Scales projects easily from laptops to the cloud with infrastructure integration. (Code, Free)
Langflow — Builds and deploys AI agents visually with Python and major LLMs. (Agents, Free)
cascadeflow — Reduces agent inference costs by up to 90% with sub-5ms overhead. (Code, Free)
AI/ML API — Access over 1000 AI models using one standard OpenAI-compatible API schema. (Code, Freemium)
Llmll — The compiler proves each function against its contract with Z3 before merging. (Code, Free)
MLC LLM — Enables native optimization and deployment of AI models across platforms. (Code, Free)
LMFlow — It offers memory-efficient training and full Accelerate support for large language models. (Code, Free)
Flowise — Modular building blocks and visual tools to build and scale agentic systems fast. (Agents, Freemium)
AgentOps — Track token usage, costs, and traces across 400 plus LLMs and agent frameworks. (Code, Freemium)
ClearML — Provides an end-to-end platform for infrastructure control, AI development, and GenAI deployment. (Code, Freemium)
rLLM — Enables reinforcement learning training for AI agents with minimal code changes. (Code, Free)
PocketFlow — It offers a 100-line minimalist codebase with zero bloat and dependencies. (Code, Free)