--- title: "Scrapling vs Scrapegraph-ai" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/d4vinci-scrapling-vs-scrapegraphai-scrapegraph-ai" tools: ["d4vinci-scrapling", "scrapegraphai-scrapegraph-ai"] --- # Scrapling vs Scrapegraph-ai *GraphCanon updated Jul 17, 2026* ## Verdict Pick Scrapling if scrapling is an adaptive Web Scraping framework built in Python that supports tasks from single requests to full-scale crawls with robust data extraction techniques; pick Scrapegraph-ai if scrapegraph-ai is a Python-based scraping tool leveraging AI for smarter data extraction and search tasks. [Scrapling](https://scrapling.readthedocs.io/en/latest/) reports 69k GitHub stars, 6.8k forks, and 3 open issues, last pushed Jul 8, 2026. [Scrapegraph-ai](https://scrapegraphai.com) has 28k stars, 2.8k forks, and 7 open issues, last pushed Jul 15, 2026. Figures are from public GitHub metadata via [Scrapling's repository](https://github.com/D4Vinci/Scrapling) and [Scrapegraph-ai's repository](https://github.com/ScrapeGraphAI/Scrapegraph-ai). | | [Scrapling](/tools/d4vinci-scrapling.md) | [Scrapegraph-ai](/tools/scrapegraphai-scrapegraph-ai.md) | | --- | --- | --- | | Tagline | An adaptive Web Scraping framework | Python scraper based on AI | | Stars | 69,097 | 28,415 | | Forks | 6,836 | 2,759 | | Open issues | 3 | 7 | | Language | Python | Python | | Adopt for | Scrapling is an adaptive Web Scraping framework built in Python that supports tasks from single requests to full-scale crawls with robust data extraction techniques. | Scrapegraph-ai is a Python-based scraping tool leveraging AI for smarter data extraction and search tasks. | | Persona | - | - | | Runtime | - | - | | License | BSD-3-Clause | Scrapegraph-ai operates under the MIT License, offering users flexible rights for modification and distribution of the code. | | Categories | Data & Retrieval, Developer Tools | Data & Retrieval, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [Scrapling](/tools/d4vinci-scrapling.md) | [Scrapegraph-ai](/tools/scrapegraphai-scrapegraph-ai.md) | | --- | --- | --- | | Days since push | 2d | 1d | | Open issues (now) | 3 | 7 | | Owner type | User | Organization | | Full report | [trust report](/tools/d4vinci-scrapling/trust.md) | [trust report](/tools/scrapegraphai-scrapegraph-ai/trust.md) | **Typed relationship:** Scrapling _(alternative)_ Scrapegraph-ai 'Scrapegraph-ai' and 'Scrapling' both offer AI-powered web scraping; 'Scrapling' emphasizes an adaptive framework for crawling, setting it apart from the Python-based scraper of 'Scrapegraph-ai'. ## Decision facts: Scrapling - **Adopt for:** Scrapling is an adaptive Web Scraping framework built in Python that supports tasks from single requests to full-scale crawls with robust data extraction techniques. ## Decision facts: Scrapegraph-ai - **Pricing:** freemium - Free to use with potential charges for advanced features or premium services, as specified by its license. - **Requirements:** Developed in Python and can leverage existing libraries and frameworks related to AI and web scraping. - **Adopt for:** Scrapegraph-ai is a Python-based scraping tool leveraging AI for smarter data extraction and search tasks. - **License detail:** Scrapegraph-ai operates under the MIT License, offering users flexible rights for modification and distribution of the code. ## Choose when ### Choose Scrapling if… - License: Scrapling is BSD-3-Clause, Scrapegraph-ai is MIT. - 'Scrapegraph-ai' and 'Scrapling' both offer AI-powered web scraping; 'Scrapling' emphasizes an adaptive framework for crawling, setting it apart from the Python-based scraper of 'Scrapegraph-ai'. - Tags unique to Scrapling: ai-scraping, automation, playwright, python. - Also covers Developer Tools. - When you need a flexible scraping solution capable of handling scalable tasks ranging from individual queries to extensive crawling requirements ### Choose Scrapegraph-ai if… - License: Scrapegraph-ai is MIT, Scrapling is BSD-3-Clause. - Pricing: Free to use with potential charges for advanced features or premium services, as specified by its license.. - Requirements: Developed in Python and can leverage existing libraries and frameworks related to AI and web scraping.. - 'Scrapegraph-ai' and 'Scrapling' both offer AI-powered web scraping; 'Scrapling' emphasizes an adaptive framework for crawling, setting it apart from the Python-based scraper of 'Scrapegraph-ai'. - Tags unique to Scrapegraph-ai: ai-crawler, large-language-model, llm, web-crawler. - Also covers LLM Frameworks. - When you need advanced AI capabilities to parse and understand the context of scraped web content. ## When NOT to use Scrapling - Avoid using if your project strictly requires Java or another language besides Python, as Scrapling is exclusively developed in Python - Not recommended for projects where minimal resource footprint is critical; due to its comprehensive feature set, it may not be the most lightweight option available ## When NOT to use Scrapegraph-ai - If you have simple and straightforward data extraction needs that do not require AI-powered intelligence. - When your project aims to scrape static or relatively unchanging datasets from websites with well-defined structures, as Scrapegraph-ai is more geared towards complex and dynamic scraping tasks where ## Common questions ### What is the difference between Scrapling and Scrapegraph-ai? Scrapling: An adaptive Web Scraping framework. Scrapegraph-ai: Python scraper based on AI. See the comparison table for live GitHub stats and shared categories. ### When should I choose Scrapling over Scrapegraph-ai? Choose Scrapling over Scrapegraph-ai when License: Scrapling is BSD-3-Clause, Scrapegraph-ai is MIT; 'Scrapegraph-ai' and 'Scrapling' both offer AI-powered web scraping; 'Scrapling' emphasizes an adaptive framework for crawling, setting it apart from the Python-based scraper of 'Scrapegraph-ai'; Tags unique to Scrapling: ai-scraping, automation, playwright, python; Also covers Developer Tools; When you need a flexible scraping solution capable of handling scalable tasks ranging from individual queries to extensive crawling requirements. ### When should I choose Scrapegraph-ai over Scrapling? Choose Scrapegraph-ai over Scrapling when License: Scrapegraph-ai is MIT, Scrapling is BSD-3-Clause; Pricing: Free to use with potential charges for advanced features or premium services, as specified by its license.; Requirements: Developed in Python and can leverage existing libraries and frameworks related to AI and web scraping.; 'Scrapegraph-ai' and 'Scrapling' both offer AI-powered web scraping; 'Scrapling' emphasizes an adaptive framework for crawling, setting it apart from the Python-based scraper of 'Scrapegraph-ai'; Tags unique to Scrapegraph-ai: ai-crawler, large-language-model, llm, web-crawler; Also covers LLM Frameworks; When you need advanced AI capabilities to parse and understand the context of scraped web content. ### When should I avoid Scrapling? Avoid using if your project strictly requires Java or another language besides Python, as Scrapling is exclusively developed in Python Not recommended for projects where minimal resource footprint is critical; due to its comprehensive feature set, it may not be the most lightweight option available ### When should I avoid Scrapegraph-ai? If you have simple and straightforward data extraction needs that do not require AI-powered intelligence. When your project aims to scrape static or relatively unchanging datasets from websites with well-defined structures, as Scrapegraph-ai is more geared towards complex and dynamic scraping tasks where ### Is Scrapling or Scrapegraph-ai more popular on GitHub? Scrapling has more GitHub stars (69,097 vs 28,415). Stars measure visibility, not whether either tool fits your constraints. ### Are Scrapling and Scrapegraph-ai open source? Yes - both are open-source projects on GitHub (Scrapling: BSD-3-Clause, Scrapegraph-ai: MIT). ### Where can I find alternatives to Scrapling or Scrapegraph-ai? GraphCanon lists graph-backed alternatives at [Scrapling alternatives](/tools/d4vinci-scrapling/alternatives) and [Scrapegraph-ai alternatives](/tools/scrapegraphai-scrapegraph-ai/alternatives) ([Scrapling markdown twin](/tools/d4vinci-scrapling/alternatives.md), [Scrapegraph-ai markdown twin](/tools/scrapegraphai-scrapegraph-ai/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/d4vinci-scrapling-vs-scrapegraphai-scrapegraph-ai.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, Scrapling or Scrapegraph-ai? Scrapling: Very active. Scrapegraph-ai: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for Scrapling and Scrapegraph-ai? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [Scrapling trust report](/tools/d4vinci-scrapling/trust); [Scrapegraph-ai trust report](/tools/scrapegraphai-scrapegraph-ai/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=d4vinci-scrapling`](/api/graphcanon/graph?tool=d4vinci-scrapling) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_