Affiliate disclosure: We earn a commission if you sign up through our links. This does not influence our test results or editorial scores. Full disclosure →

Web Scraping Tool Reviews (2026)

Tested on the same three targets: Shopify static, Akamai-protected e-commerce, Google SERP. 1,000 requests per target per vendor. Success rates, cost per 1K records, and compliance status — all published.

Scrapy Community (Open Source)

9.2/10

✓ Python developers who need to scrape thousands to millions of pages at scale with full control over request handling, pipelines, and storage

Free (open source) — costs are infrastructure: cloud server £5-50/month or proxy provider costs

Read review →

Zyte

9/10

✓ Enterprise teams needing 94%+ success rates, a signed DPA, and managed extraction

From $450/mo (usage-based above this)

Read review →

Apify

8.8/10

✓ No-code teams and AI engineers who want 8,000 pre-built scrapers out of the box

$49/mo Starter

Read review →

Bright Data

8.7/10

✓ Enterprise teams needing residential proxy at scale, SERP data, or SOC-2 + DPA compliance

From $500/mo (usage-based; residential proxy $8.40/GB)

Read review →

Microsoft (Playwright) / Google (Puppeteer)

8.5/10

✓ Scraping JavaScript-rendered pages, SPAs, and sites that require browser-like interaction (clicking, scrolling, form submission)

Free (open source) — infrastructure costs: cloud VM £5-20/month; proxy costs are separate

Read review →

ScraperAPI

8.5/10

✓ Indie founders with a curl loop and a deadline

$49/mo Hobby (20K credits)

Read review →

Leonard Richardson (Beautiful Soup) / Kenneth Reitz (Requests)

7.8/10

✓ Python beginners, small-to-medium scraping projects (up to ~10K pages), rapid prototyping, and projects where you need results today

Free (both are open source)

Read review →

Octoparse

7.5/10

✓ Non-technical users who need point-and-click desktop scraping with a free tier

Free desktop / $75/mo Pro

Read review →
Not sure which tool to pick? The decision wizard takes 60 seconds.
🧭 Decision wizard