Haystack vs LlamaIndex

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

Analysis reviewed Live tool data as of 2026-09-28
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At a glance

DimensionHaystackLlamaIndex
Pricingfreemium · from Open Source $0/mofreemium · from Free $0/mo
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.Teams automating invoice processing and financial due diligence on messy PDFs, RAG builders whose corpus includes tables, charts, and handwriting
Standout featuresAgent hooks to control the agent loop (Haystack 3.0) · First-class skills for reusable agent capabilities · Built-in introspection for debugging agentsAgentic OCR with layout-aware parsing · Auto-correction loops that recursively detect and fix parsing errors · Handwritten text parsing with structure extraction
Viability score87/10083/100
APIYesYes

Haystack is the stronger pick for engineering teams that need transparent, auditable rag pipelines running in production.; LlamaIndex fits better for teams automating invoice processing and financial due diligence on messy pdfs.

Built from live tool data, last verified 2026-09-28.

Haystack
Haystack

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

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LlamaIndex
LlamaIndex

LlamaParse turns messy PDFs, tables, charts and handwriting into clean, LLM-ready structured data for RAG and extraction pipelines.

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Pricing
Freemium
Freemium
Plans
$0/mo
Custom
Custom
$0/mo
$50/mo
$500/mo
Custom
Popularity
5.1k views
4.9k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
WebAPICLI
API
Categories
🕸️ Agent Frameworks & Orchestration📦 LLM App Frameworks & SDKs
📑 Document AI & Data Extraction
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
Agentic OCR with layout-aware parsing
Auto-correction loops that recursively detect and fix parsing errors
Handwritten text parsing with structure extraction
Advanced table extraction from dense or irregular layouts
Chart and graph extraction into structured data
Advanced image understanding and in-line images in markdown
Layout detection with precise bounding boxes
Schema-based structured extraction with citations and confidence scores
Document classification using natural-language rules
Document segmentation via natural-language descriptions
Parse tiers: Cost Effective, Agentic, Agentic Plus
Auto Mode per-page tier routing (vendor claims up to 80% savings)
Output formats: Markdown, Plain Text, per-page JSON, XLSX, HTML Tables, Annotated PDF
130+ file formats across PDF, Office, spreadsheets, and images
80+ languages supported
Integrations
OpenAI
Anthropic
Mistral
Hugging Face
Weaviate
Pinecone
Elasticsearch
Discord
n8n
AstraDB
Azure AI Search
Milvus
MongoDB Atlas Vector Search
Postgres
Qdrant
Confluence
Google Drive
Jira
Microsoft OneDrive
S3
Microsoft SharePoint
Azure Blob Storage

Frequently Asked Questions

Which is better, Haystack or LlamaIndex?

The best choice between Haystack and LlamaIndex 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 LlamaIndex?

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 LlamaIndex?

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