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Scrapfly compares 8 Python HTTP clients for web scraping in 2026

Scrapfly published a blog post evaluating eight Python HTTP clients on async support, HTTP/2, HTTP/3, TLS impersonation, and maintenance, with runnable examples.

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Briefing

Why it matters

Choosing the right HTTP client is critical for scraping reliability and performance, especially as anti-bot systems evolve. This comparison helps practitioners make informed decisions based on modern requirements like HTTP/2/3 and TLS fingerprinting, which are increasingly important for avoiding blocks.

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Will any of these clients gain broader adoption in the scraping community based on this comparison?

Topics: Scrapfly, python, http-clients, web-scraping, comparison, tls-impersonation