Web Scraping Tools Comparison 2026: requests vs curl_cffi vs Playwright vs Scrapy

Web Scraping Tools Comparison 2026: requests vs curl_cffi vs Playwright vs Scrapy Choosing the wrong tool costs you hours of debugging. Here's the practical comparison of every major Python scraping tool, with real benchmarks and clear decision rules. The Short Answer (Decision Tree) Does the page require JavaScript to render content? ├─ NO → Does the site use anti-bot detection? │ ├─ NO → Use requests (fastest, simplest) │ └─ YES → Use curl_cffi (same speed, bypasses TLS fingerprinting) └─ YES → How complex is the anti-bot? ├─ Basic → Playwright (headless Chrome) ├─ Moderate → Playwright + stealth patches └─ Heavy (Cloudflare React) → camoufox (Firefox-based) Scraping 100+ URLs? └─ YES → Is it from the same site? ├─ YES → Scrapy (built-in rate limiting, pipelines, deduplication) └─ NO → concurrent.futures + curl_cffi (async, multi-site) Tool-by-Tool Breakdown 1. requests — The Default import requests r = requests.get("https://example.com", headers={"User-Agent": "Mozilla/5.0 ..."}) pr