HaystackvsDocling

Full side-by-side comparison — features, pricing, platforms, and which one wins in 2026.

Haystack

Data & ETL

Open-source LLM framework for building NLP pipelines

Docling

Data & ETL

IBM's document conversion tool for AI pipelines

FeatureHaystackDocling
CategoryData & ETLData & ETL
PricingFree (open-source)Free (open-source)
GitHub Stars
More stars
18k
15k
PlatformsLinux, macOS, Windows, DockerLinux, macOS, Windows
Key Features
  • Pipeline builder
  • RAG
  • Document processing
  • Model serving
  • REST API
  • PDF conversion
  • Table extraction
  • OCR
  • Markdown output
  • LlamaIndex integration
Pros
  • + Production-grade RAG pipelines
  • + Clean pipeline abstraction
  • + Strong documentation
  • + Multiple backend support
  • + Enterprise ready
  • + Excellent PDF parsing
  • + Table extraction
  • + OCR capability
  • + IBM Research quality
  • + LlamaIndex integration
Cons
  • Steeper learning curve than LlamaIndex
  • Less community content
  • Breaking changes between versions
  • Heavy framework
  • Heavy dependencies
  • Can be slow on large docs
  • Python only
  • Complex output format
Tags
ragnlppipelineopen-source
documentspdfconversionibm

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