AI / LLM comparison

Haystack vs LangGraph

Pricing, pros, cons, and ideal use cases — side by side.

HaystackFreemium

An open-source framework from deepset for building production LLM applications — RAG, search, and agents — built around composable pipelines.

Visit Haystack
LangGraphFreemium

A low-level orchestration framework for building stateful, multi-step agent workflows with explicit control over state, branching, and human-in-the-loop steps.

Visit LangGraph

At a glance

HaystackLangGraph
PricingFreemiumOpen-source framework is free. The deepset AI Platform is a paid, enterprise-oriented managed offering.FreemiumOpen-source framework, free to use. Paid tiers apply to the surrounding LangSmith platform, not the framework itself.
CategoryAI / LLMAI / LLM
Ideal for
Teams building production RAG and searchEngineering orgs that want inspectable pipelinesEnterprises evaluating managed LLM platforms
Engineering teams building multi-step agentsEnterprise platform teamsWorkflows needing human-in-the-loop control

Pros & cons

Haystack

Pros
  • Explicit, testable pipeline architecture
  • Mature retrieval and evaluation tooling
  • Managed deepset platform for governed deployments
  • Production-focused rather than demo-focused
Cons
  • Pipeline model is less flexible than free-form agents
  • Smaller community than LangChain or LlamaIndex
  • Managed platform pricing requires a sales conversation

LangGraph

Pros
  • Explicit control over agent state and branching
  • First-class human-in-the-loop and checkpointing
  • Strong fit for durable, long-running workflows
  • Large ecosystem and active development
Cons
  • Requires real engineering investment
  • Lower-level than no-code agent builders
  • You own deployment and observability

Which should you choose?

Haystack is built around teams building production rag and search; LangGraph leans more toward engineering teams building multi-step agents. Shortlist the one whose strengths line up with your biggest constraint.

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