🧠 Engineering Culture

From 100 Seconds to 2: Async Web Scraping in Python Hits Ludicrous Speed

Scraping 100 URLs sequentially? Brace for a 100-second slog. Asyncio flips the script to 2-5 seconds of pure velocity—here's the code that makes it real.

Blazing fast Python async web scraping diagram: sequential vs concurrent timelines

⚡ Key Takeaways

  • Asyncio + aiohttp/httpx turns 100s scraping into seconds via true concurrency.
  • Semaphores and rate limits prevent bans while scaling to hundreds of URLs.
  • Httpx poised to dominate with unified sync/async API—watch for 2027 takeover.

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Elena Vasquez
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Elena Vasquez

Senior editor and generalist covering the biggest stories with a sharp, skeptical eye.

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Originally reported by dev.to

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