Best Web Scraping APIs Compared (2026)

The Landscape in 2026

Web scraping APIs eliminate the need to manage browsers, proxies, and anti-bot bypass yourself. You send a URL, get back HTML, JSON, screenshots, or PDFs. But they differ significantly in pricing models, feature depth, and what "scraping" actually means — some just return raw HTML, others render JavaScript, and a few extract structured data automatically.

Feature Comparison

Pricing Comparison

Key pricing differences: ScrapingBee charges 5 credits per JS-rendered page (so 150K credits = 30K actual pages). Apify's compute-unit model is complex — costs vary by actor and runtime. Browserless charges by compute time, which is unpredictable for varying page loads. SnapAPI and Firecrawl use flat per-request pricing — most predictable for budgeting.

ScrapingBee

ScrapingBee focuses on web scraping with built-in proxy rotation and JavaScript rendering. Strong for simple HTML extraction but limited beyond that — no PDF generation, no AI analysis, no video recording.

// ScrapingBee — returns rendered HTML
const response = await fetch(
  `https://app.scrapingbee.com/api/v1/?api_key=YOUR_KEY&url=${encodeURIComponent(url)}&render_js=true`
);
const html = await response.text();

Strengths: large proxy pool, Google search scraping, residential proxies. Weaknesses: credit system is confusing (premium proxies = 10-100 credits per request), no structured data extraction, no screenshot API on lower plans.

Apify

Apify is a full scraping platform with a marketplace of pre-built "actors" (scraping scripts). Great for complex, multi-page scraping workflows but overkill for simple API calls. The learning curve is steep — you're essentially managing cloud scripts, not just calling an API.

Strengths: actor marketplace (Amazon, LinkedIn, Google Maps scrapers), built-in storage and scheduling, powerful for complex workflows. Weaknesses: expensive for simple tasks, compute-unit pricing is hard to predict, steep learning curve.

Firecrawl

Firecrawl is the newest competitor, focused on LLM-friendly output — it returns Markdown by default, making it ideal for RAG pipelines and AI agents. Good for crawling entire sites, not just single pages.

// Firecrawl — returns Markdown
const response = await fetch('https://api.firecrawl.dev/v1/scrape', {
  method: 'POST',
  headers: { 'Content-Type': 'application/json', 'Authorization': 'Bearer fc-YOUR_KEY' },
  body: JSON.stringify({ url: 'https://example.com', formats: ['markdown', 'html'] })
});
const { data } = await response.json();
// data.markdown, data.html

Strengths: Markdown output, site crawling, LLM extraction. Weaknesses: no PDF generation, basic device emulation, newer service with smaller track record.

Browserless

Browserless gives you a remote Chrome instance that you connect to with Puppeteer or Playwright. It's the most flexible option — you write your own automation code and run it against their browser. But that also means you're still writing and maintaining scraping scripts.

Strengths: full browser control, connect your existing Puppeteer/Playwright code, recording API. Weaknesses: you manage the automation logic, compute-time pricing is unpredictable, no structured extraction, no stealth mode built in.

SnapAPI

SnapAPI is a unified web capture API — screenshots, scraping, structured extraction, PDFs, video recording, and AI analysis in one service. Flat per-request pricing with no credit multipliers.

// SnapAPI — scrape rendered HTML
const scrape = await fetch('https://api.snapapi.pics/v1/scrape', {
  method: 'POST',
  headers: { 'Content-Type': 'application/json', 'X-Api-Key': 'sk_live_your_key' },
  body: JSON.stringify({ url: 'https://example.com', stealth: true })
});
const { html, statusCode } = await scrape.json();

// SnapAPI — extract structured data (no LLM needed)
const extract = await fetch('https://api.snapapi.pics/v1/extract', {
  method: 'POST',
  headers: { 'Content-Type': 'application/json', 'X-Api-Key': 'sk_live_your_key' },
  body: JSON.stringify({
    url: 'https://example.com/pricing',
    schema: {
      plans: [{ name: 'string', price: 'number', features: ['string'] }]
    }
  })
});
const { data } = await extract.json();

// SnapAPI — AI page analysis (BYOK)
const analyze = await fetch('https://api.snapapi.pics/v1/analyze', {
  method: 'POST',
  headers: { 'Content-Type': 'application/json', 'X-Api-Key': 'sk_live_your_key' },
  body: JSON.stringify({
    url: 'https://example.com',
    prompt: 'Summarize the main product offerings and pricing'
  })
});

Strengths: all-in-one (scrape + screenshot + PDF + video + AI), flat pricing, 8 SDKs, MCP server for AI tools, 30+ device presets, built-in stealth. Trade-off: smaller proxy pool than ScrapingBee, no site-wide crawl endpoint (single-page focus).

Which Should You Choose?

• Simple HTML scraping at scale: ScrapingBee — largest proxy network, battle-tested for high volume.
• Complex multi-page workflows: Apify — actor marketplace handles common sites out of the box.
• LLM/RAG pipelines: Firecrawl — Markdown output, site crawling, LLM extraction built in.
• Full browser control: Browserless — connect your own Puppeteer/Playwright code.
• All-in-one web capture: SnapAPI — screenshots, scraping, extraction, PDFs, video, and AI in one API with flat pricing.