Scrapling
★ 55.0k
vs
asya
★ 53
Scrapling vs asya
Scrapling: Scrapling is an adaptive Python web scraping framework designed for effortless data extraction from the modern web, capable of handling everything from single requests to full-scale, concurrent crawls. It features advanced anti-bot bypass, intelligent element relocation, and comprehensive session management with built-in proxy rotation and AI integration.; asya: Asya is a queue-based actor framework designed for orchestrating AI/ML workloads on Kubernetes, enabling independent scaling and dynamic pipelines. It allows data scientists to write pure Python functions while handling queues, routing, scaling, and monitoring with zero infrastructure code.
01
TL;DR
Choose Scrapling if…Performing single web requests or launching full-scale, concurrent web crawls.
Choose asya if…Multi-step AI/ML pipelines (e.g., document processing, image pipelines, LLM workflows).
02
Side-by-Side Comparison
03
Features
Scrapling01Full-featured crawling framework with Scrapy-like API, concurrent requests, multi-session support, and pause/resume functionality.
02Advanced fetchers with anti-bot bypass, dynamic loading, persistent session management, and integrated proxy rotation.
03Adaptive scraping capabilities with smart element tracking and flexible selection methods, including AI integration via MCP server.
04High-performance and memory-efficient architecture, optimized for speed and battle-tested in production environments.
asya01Independent scaling: Each actor scales 0→N based on its own queue depth.
02Zero infrastructure code: Write pure Python functions without dependencies for queues, routing, or retries.
03Dynamic pipelines: Routes are data, not code, allowing modification at runtime.
04Cost efficiency: KEDA autoscaling from zero to max, paying only for active processing.
04
Use Cases
Scrapling↳Performing single web requests or launching full-scale, concurrent web crawls.
↳Adapting to website design changes by automatically relocating scraped elements.
↳Bypassing advanced anti-bot systems such as Cloudflare Turnstile.
↳Scaling up to multi-session crawls with proxy rotation and checkpoint-based persistence.
↳Leveraging AI for assisted web scraping and targeted data extraction.
asya↳Multi-step AI/ML pipelines (e.g., document processing, image pipelines, LLM workflows).
↳Event-driven workloads (e.g., webhook processing, batch predictions, async API backends).
↳Cost-sensitive deployments (e.g., GPU inference, bursty traffic, dev/staging environments).
05
Best For
ScraplingMost PopularBrowser AutomationData Processing
asyaTrendingWorkflow AutomationLLM Infra
FAQ
FAQ
What is the difference between Scrapling and asya?
Both Scrapling and asya are in the Browser Automation category. Scrapling has 55.0k stars, while asya has 53 stars.
Which is better, Scrapling or asya?
The best choice depends on your use case. Choose Scrapling if Performing single web requests or launching full-scale, concurrent web crawls., and asya if Multi-step AI/ML pipelines (e.g., document processing, image pipelines, LLM workflows)..
Is Scrapling free or open source?
Yes, Scrapling is open source on GitHub (BSD-3-Clause).
Is asya free or open source?
Yes, asya is open source on GitHub (Apache-2.0).
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