Haystack vs LangGraph

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-09-29
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At a glance

DimensionHaystackLangGraph
Pricingfreemium · from Open Source $0/mofreemium · from Developer $0/seat per month
Best forEngineering teams that need transparent, auditable RAG pipelines running in production., Developers building AI agents with standardized tool calling and control over the agent loop.Backend and platform engineers building production agents, Teams needing fine-grained control over agent workflows
Standout featuresAgent hooks to control the agent loop (Haystack 3.0) · First-class skills for reusable agent capabilities · Built-in introspection for debugging agentsGraph-based state management for agent control flow · Human-in-the-loop checkpoints to steer and approve agent actions · Built-in memory storing conversation histories across sessions
Viability score87/10081/100
APIYesYes

Haystack is the stronger pick for engineering teams that need transparent, auditable rag pipelines running in production.; LangGraph fits better for backend and platform engineers building production agents.

Built from live tool data, last verified 2026-09-29.

Haystack
Haystack

Open-source Python framework for building inspectable RAG pipelines and production agents, installable via pip.

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LangGraph
LangGraph

MIT-licensed agent runtime and low-level orchestration framework for building reliable, stateful AI agents.

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Pricing
Freemium
Freemium
Plans
$0/mo
Custom
Custom
$0/seat per month
$39/seat per month
Custom
Popularity
5.1k views
3.1k views
Skill Level
Intermediate
Advanced
API Available
Platforms
WebAPICLI
API
Categories
🕸️ Agent Frameworks & Orchestration📦 LLM App Frameworks & SDKs
🕸️ Agent Frameworks & Orchestration📡 LLM Observability & Evals
Features
Agent hooks to control the agent loop (Haystack 3.0)
First-class skills for reusable agent capabilities
Built-in introspection for debugging agents
Pre-built agents for fast startup
AgentTool for building multi-agent systems (3.1)
Context compaction for efficient agent memory (3.1)
Smart compaction and token budget guardrails (3.2)
Token counters to track context budget usage
Hybrid retrieval combining dense and sparse strategies
Branching and looping pipelines for multi-step decision flows
Serializable YAML pipelines for reproducible deploys
Cloud-agnostic, Kubernetes-ready deployment with logging and monitoring guides
Multimodal AI: image processing and audio transcription
Standardized generator interfaces for conversational AI
MCP integration and Hayhooks to expose applications to MCP clients
Graph-based state management for agent control flow
Human-in-the-loop checkpoints to steer and approve agent actions
Built-in memory storing conversation histories across sessions
Token-by-token streaming of agent reasoning and actions
Single-agent, multi-agent, and hierarchical architectures in one framework
Low-level primitives for fully custom agent design
Model-agnostic: works with any LLM provider
Sandboxed code execution for agent-generated code
Prompt caching
Agent self-evaluation
MCP support including stateless protocol and elicitation
Integrates with the Deep Agents harness for long-running tasks
LangSmith observability, tracing, and evaluation
LLM Gateway runtime controls: cost limits, rate limiting, fallbacks, PII redaction
Deployment with scale-to-zero and cron scheduling
Integrations
OpenAI
Anthropic
Mistral
Hugging Face
Weaviate
Pinecone
Elasticsearch
Discord
Google
Ollama
Azure
AWS Bedrock
HuggingFace
Fireworks
Baseten
Meta
OpenRouter
NVIDIA

Frequently Asked Questions

Which is better, Haystack or LangGraph?

The best choice between Haystack and LangGraph depends on your specific use case — we compare them independently on features, current pricing, integrations, and real-world signals (with an on-demand sentiment scan available for each). See the side-by-side breakdown above to match them to your needs.

What are the main differences between Haystack and LangGraph?

The key differences include pricing model, feature set, platform support, and skill level requirements. Review the full comparison on RightAIChoice for a detailed breakdown.

Is there a free version of Haystack or LangGraph?

Check the pricing section in the comparison for the latest pricing details on both tools, including free tiers, trial options, and paid plans.

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Last reviewed: May 12, 2026