Gumloop vs ScrapeGraphAI
In-depth technical comparison to help you choose the right data infrastructure tool for your stack.
Gumloop
Gumloop is a visual AI workflow platform enabling developers and operators to build complex pipelines combining web scrapers, LLMs, and APIs.
ScrapeGraphAI
ScrapeGraphAI is an open-source Python library that uses LLMs and direct graph logic to extract web data by describing what you want in plain English.
📊 Comparison Table
| Feature | Gumloop | ScrapeGraphAI |
|---|---|---|
| Starting Price/mo | $29 | $20★ Cheaper |
| Pricing Model | credits | pay_per_use |
| JS Rendering | ✅ | ✅ |
| CAPTCHA Bypass | ✅ | ✅ |
| Residential Proxies | ✅ | ✅ |
| Free Tier | ✅ | ✅ |
| Base Concurrency | 15 threads | 20 threads★ Higher |
| SDK & Languages | Python, No-Code (Visual), REST API Integration | Python, REST API Integration |
🎯 Gumloop is best for
Technical operators and builders wanting a flexible visual canvas to chain web scraping, Python scripts, LLM reasoning, and cloud databases.
🎯 ScrapeGraphAI is best for
Data scientists and Python engineers who want to extract structured web data using LLMs without maintaining CSS selectors or XPath rules.
🏆 The Verdict
Gumloop is the recommended choice if you prioritize advanced feature depth.Technical operators and builders wanting a flexible visual canvas to chain web scraping, Python scripts, LLM reasoning, and cloud databases.
ScrapeGraphAI stands out if your workload demands higher throughput (20 vs 15 threads).Data scientists and Python engineers who want to extract structured web data using LLMs without maintaining CSS selectors or XPath rules.