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Reducto vs ScrapeGraphAI

A side-by-side comparison of Reducto and ScrapeGraphAI, two Data Ops tools, drawn from Ignaite's continuously-verified listings.

Compared from listings verified as of

Reducto

Data Ops

Agentic document parsing and extraction for AI teams, via one API.

View Reducto

ScrapeGraphAI

Data Ops

Turn any webpage into structured data with one prompt-driven API call.

View ScrapeGraphAI

At a glance

Feature comparison of Reducto and ScrapeGraphAI
AttributeReductoScrapeGraphAI
CategoryData OpsData Ops
PricingFREEMIUMFREEMIUM
License (differs)ProprietaryOpen core
Deployment (differs)CloudHybrid
Platforms (differs)APIAPI, CLI, Web
Model support (differs)Model-agnosticBYO key / model
Vendor (differs)ReductoScrapeGraphAI
Capabilities (differs)
  • RAG pipeline
  • OCR / scanned-document extraction
  • Document parsing (structured)
  • Structured extraction
  • Web scraping
  • MCP server
  • Structured extraction
  • Web research agent

The honest brief

Reducto

Tuned for governed, regulated-industry extraction — claims higher accuracy on complex layouts than LlamaParse.

  • Strong on complex/nested table layouts
  • Complexity-based billing avoids overpaying
  • Built for regulated, compliance-heavy use
  • Single API: parse, split, extract, edit
  • API-only, no app UI
  • Pricier than open-source parsers
  • Usage-credit pricing adds estimation

ScrapeGraphAI

Swaps CSS selectors for LLM graph pipelines — describe the data in plain English and run it on any provider or local Ollama.

  • Prompt-driven, selector-free extraction
  • Graph pipelines: single, multi, crawl
  • Runs on any LLM or local Ollama
  • LangChain/LlamaIndex/n8n + MCP
  • LLM cost per extraction page
  • Less precise than handwritten selectors
  • Hosted API credits add up

When to pick which

Both cover Structured extraction.

Pick Reducto if you need RAG pipeline, OCR / scanned-document extraction, and Document parsing (structured).

  • RAG pipeline (secondary capability)
  • OCR / scanned-document extraction (primary capability)
  • Document parsing (structured) (primary capability)

Pick ScrapeGraphAI if you need Web scraping, MCP server, and Web research agent.

  • Web scraping (primary capability)
  • MCP server (secondary capability)
  • Web research agent (secondary capability)

ScrapeGraphAI leans on Structured extraction as a headline capability; Reducto treats it as secondary.

  • Structured extraction (primary capability)

They also differ on:

License
Proprietary · Open core
Deployment
Cloud · Hybrid
Platforms
API · API, CLI, Web
Reducto detailsScrapeGraphAI detailsAll Data Ops apps