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207 tools · 25 stacks

AI tools are all over the place. This is the full landscape — 207 tools across 17 categories, mapped and connected. Ready to narrow it down? Build your stack →

Team size

Budget

Use case

Stage

Cluster

Stack Layers
What are you building and how is it defined?
How do you write and ship code?
How does your AI think and act?
Which models and infrastructure power it?
How do you build, observe, and extend it?
These tools competes with
ControlFlow
vs
LangGraph

Choose ControlFlow when…

  • •already using Prefect for workflow orchestration
  • •want deterministic structure around LLM calls
  • •need agents integrated into data pipelines

Choose LangGraph when…

  • •You need stateful, graph-based agent control flow
  • •Complex branching or retry logic is required
  • •You're building production agents that need observability
Field
ControlFlow⚠
LangGraph
Category
Agent Frameworks
Agent Frameworks
Type
OSS
OSS
Free Tier
✓ Yes
✓ Yes
Plans
Open Source: Free
—
Stars
⭐ 2,800
⭐ 8,000
Health
●0 — Low activity
●80 — Active
Trajectory
— not enough data
— not enough data
Synced
today
today

ControlFlow

ControlFlow is an open-source Python framework from the Prefect team that integrates AI agents directly into structured workflows. Tasks are first-class citizens, agents operate within well-defined boundaries, and the system provides full observability and control over AI behavior.

LangGraph

Build stateful multi-actor applications as directed graphs. Part of the LangChain ecosystem. Strong for complex agentic workflows.

ControlFlow Website ↗GitHub ↗
LangGraph Website ↗GitHub ↗

Only ControlFlow (1)

LangGraph

Only LangGraph (25)

CursorCrewAILangChainLangSmithLiteLLMLlamaIndexLangfuseQdrant
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