Diffbot vs ScrapeGraphAI
A side-by-side comparison of Diffbot and ScrapeGraphAI, two Data Ops tools, drawn from Ignaite's continuously-verified listings.
Compared from listings verified as of
Diffbot
Data OpsWeb-scale data extraction and a knowledge graph that grounds AI in facts.
View DiffbotScrapeGraphAI
Data OpsTurn any webpage into structured data with one prompt-driven API call.
View ScrapeGraphAIAt a glance
| Attribute | Diffbot | ScrapeGraphAI |
|---|---|---|
| Category | Data Ops | Data Ops |
| Pricing | FREEMIUM | FREEMIUM |
| License (differs) | Proprietary | Open core |
| Deployment (differs) | Cloud | Hybrid |
| Platforms (differs) | Web, API | API, CLI, Web |
| Model support (differs) | Self-contained (on-device) | BYO key / model |
| Vendor (differs) | Diffbot | ScrapeGraphAI |
The honest brief
Diffbot
Grounds answers in a continuously refreshed knowledge graph of 10B+ entities and 1T+ facts, not model memory or one-off web scraping.
- Continuously refreshed knowledge graph
- Ships its own GraphRAG language model
- Extract, Crawl, and NL APIs over the open web
- Free tier, no credit card required
- Enterprise pricing for serious volume
- Niche versus general LLM tooling
- Graph coverage varies by entity type
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