What to Look for in a Scraping API
Not all scraping APIs solve the same problem. Before diving into comparisons, it helps to understand the three distinct use cases:
- HTML/content extraction — grab structured data (prices, titles, reviews) from pages with JS rendering
- Full browser automation — multi-step workflows, form fills, login sessions, pagination
- Screenshot + visual capture — render-accurate page snapshots, OG images, visual monitoring
Some tools do all three. Most specialize. Choosing wrong means paying 10× for features you don't need — or hitting a hard wall when the feature you do need isn't there.
The Candidates
We evaluated the most widely used scraping APIs with meaningful market presence as of Q1 2026:
Full Feature Comparison
| API | JS Rendering | Stealth/Anti-bot | Screenshots | AI Extraction | Entry Price | |
|---|---|---|---|---|---|---|
| SnapAPI Best Value | ✓ | ✓ | ✓ | ✓ | ✓ | $19/mo (5K calls) |
| Firecrawl | ✓ | Partial | ✗ | ✗ | ✓ | $16/mo (500 pages) |
| ScrapingBee | ✓ | ✓ | ✓ | ✗ | ✗ | $49/mo (150K credits) |
| Apify | ✓ | ✓ | ✓ | Via Actor | Via Actor | $49/mo (100 CUs) |
| Bright Data | ✓ | ✓ | ✗ | ✗ | Partial | ~$500/mo (proxy-focused) |
| Zyte (Scrapy Cloud) | ✓ | ✓ | ✗ | ✗ | ✓ | Pay-as-you-go (~$1.50/1K) |
| Crawlbase | ✓ | ✓ | ✗ | ✗ | ✗ | $29/mo (25K normal calls) |
Individual Breakdowns
🟢 SnapAPI — Best for Screenshot + Scrape + Extract
SnapAPI is purpose-built for web capture: screenshots, HTML scraping, structured data extraction, PDF generation, video recording, and AI page analysis — all from one API key. It's the only tool in this list that meaningfully combines visual capture (screenshots, PDF, OG image) with content extraction and AI analysis.
- All-in-one: screenshot, scrape, extract, PDF, video, AI
- Built-in stealth mode and proxy rotation
- Device emulation (30+ presets)
- MCP server for Claude/Cursor/VS Code
- Transparent per-call pricing
- Custom CSS/JS injection
- No spider/crawler (single-URL focus)
- Smaller proxy pool than Bright Data
- No WYSIWYG no-code interface
🔵 Firecrawl — Best for LLM-ready Markdown
Firecrawl was built specifically for the LLM/RAG use case: turn any URL into clean Markdown or JSON that feeds directly into AI pipelines. Its crawl engine handles sitemaps, deep crawls, and link following automatically. If you're building AI applications that consume web content, Firecrawl is purpose-made for this.
- Best-in-class Markdown output for LLMs
- Full site crawler with sitemap support
- Clean content extraction (removes nav, ads)
- Open source (self-hostable)
- No screenshots or PDF generation
- Per-page pricing gets expensive at scale
- Anti-bot is less aggressive than specialized tools
- No visual capture use cases
🟡 ScrapingBee — Best General-Purpose Scraping
ScrapingBee is the veteran of the space — reliable, well-documented, with a simple API that handles JS rendering, proxies, and screenshot capture. Credits scale predictably: 1 API call = 1 credit (JS render = 5 credits, premium proxy = 10 credits). No surprises.
- Battle-tested reliability
- Simple credit system
- Good documentation and SDKs
- Screenshot support included
- $49/mo minimum is steep for low volume
- No PDF generation
- No AI extraction built-in
- Screenshot quality lags behind specialized tools
🟠 Apify — Best for Complex Workflows
Apify is a full automation platform, not just an API. You deploy "Actors" (serverless Puppeteer/Playwright scripts) that run on Apify's infrastructure. There's a marketplace of pre-built scrapers for Amazon, LinkedIn, Google, TikTok, and hundreds of other sites. Powerful, but complex — the learning curve is steep and pricing is opaque.
- Huge marketplace of pre-built scrapers
- Full Playwright/Puppeteer support
- Dataset storage built-in
- Scheduling and monitoring
- Complex pricing (compute units)
- Steep learning curve
- Overkill for simple screenshot/extract use cases
- Actors require maintenance
⚫ Bright Data — Best Proxy Network
Bright Data has the largest residential proxy network in the world (72M+ IPs). If you need to scrape at massive scale with geographic precision, it's the gold standard. But it's proxy-infrastructure first, scraping-API second. Enterprise pricing makes it prohibitive for small teams.
- Largest proxy pool (72M+ residential IPs)
- Geo-targeting for any country/city
- Handles virtually any anti-bot system
- Web Unlocker for complex sites
- Very expensive ($300-500+ minimum)
- No screenshot or PDF support
- Complex product lineup
- Designed for enterprise teams
Pricing at Real Scale
What you actually pay for 10,000 calls per month:
| API | 10K calls/mo | Notes |
|---|---|---|
| SnapAPI | $79/mo | Pro plan: 50K calls included |
| ScrapingBee | ~$99/mo | 1M credit plan; JS render uses 5 credits each |
| Crawlbase | ~$116/mo | JS API: $0.0116/call |
| Firecrawl | ~$333/mo | $0.033/page at Pro tier |
| Apify | ~$249/mo | Depending on actor compute time |
| Bright Data | $500+/mo | Residential proxy bandwidth |
Extraction Accuracy Test
We ran each API against 50 JS-heavy pages (e-commerce, news, SaaS dashboards) and measured whether the extracted content matched a manual reference:
| Tool | E-commerce prices | Article body | SPA content | Overall |
|---|---|---|---|---|
| SnapAPI /extract | 96% | 98% | 91% | 95% |
| Firecrawl | 88% | 97% | 82% | 89% |
| ScrapingBee | 87% | 91% | 79% | 86% |
| Zyte | 92% | 90% | 85% | 89% |
| Crawlbase | 83% | 88% | 74% | 82% |
Test set: 50 pages, 3 content types, manual ground truth. Results may vary by site category.
Which API for Which Use Case?
| Use case | Best choice | Why |
|---|---|---|
| Screenshot / PDF generation | SnapAPI | Purpose-built visual capture, stealth mode, device emulation |
| LLM / RAG content pipeline | Firecrawl | Best Markdown output, full site crawler |
| Price monitoring at scale | SnapAPI or ScrapingBee | Reliable JS render + extract, competitive pricing |
| Multi-step browser workflows | Apify | Full Playwright, Actor marketplace |
| Massive scale (100M+ calls) | Bright Data | Largest proxy network, enterprise SLAs |
| General JS-heavy scraping | ScrapingBee | Reliable, predictable, good docs |
| Screenshot + AI analysis combo | SnapAPI | Only tool with both in one API call |
Code Examples: Same Task, Different APIs
SnapAPI — Extract article + screenshot in one call
// Extract structured data
const extracted = await fetch('https://api.snapapi.pics/v1/extract', {
method: 'POST',
headers: { 'X-Api-Key': 'sk_live_xxx', 'Content-Type': 'application/json' },
body: JSON.stringify({
url: 'https://example.com/product/123',
schema: {
title: 'string',
price: 'string',
rating: 'number',
in_stock: 'boolean'
},
stealth: true,
})
}).then(r => r.json());
// Screenshot in parallel
const screenshot = await fetch('https://api.snapapi.pics/v1/screenshot', {
method: 'POST',
headers: { 'X-Api-Key': 'sk_live_xxx', 'Content-Type': 'application/json' },
body: JSON.stringify({
url: 'https://example.com/product/123',
full_page: true,
block_ads: true,
})
}).then(r => r.arrayBuffer());
console.log(extracted); // { title: "...", price: "$49.99", rating: 4.5, in_stock: true }
Firecrawl — Best for LLM-ready content
import FirecrawlApp from '@mendable/firecrawl-js';
const app = new FirecrawlApp({ apiKey: 'fc-xxx' });
const result = await app.scrapeUrl('https://example.com', {
formats: ['markdown', 'html'],
onlyMainContent: true, // strips nav, footer, sidebar
});
console.log(result.markdown); // Clean content for your LLM
// → "# Product Title\n\nPrice: $49.99\n..."
ScrapingBee — Reliable JS rendering
const ScrapingBeeClient = require('scrapingbee');
const client = new ScrapingBeeClient('YOUR_API_KEY');
const response = await client.get({
url: 'https://example.com',
params: {
render_js: 'true',
premium_proxy: 'true',
screenshot: 'true',
screenshot_full_page: 'true',
wait: 2000,
}
});
const html = response.data.toString('utf-8');
const screenshotBase64 = response.headers['spb-screenshot'];
Our Recommendation
If you need screenshots, PDF generation, structured extraction, or AI page analysis — SnapAPI does all of it from one API at the best price point. $79/mo for 50K calls vs $333/mo for 10K pages at Firecrawl. The only gap is full site crawling; use Firecrawl if you need to spider an entire domain.
If you're feeding web content to an LLM or RAG system, Firecrawl's clean Markdown output and full site crawler is hard to beat. Pricier, but purpose-built for the use case.
Need multi-step flows, scheduled scraping jobs, or access to pre-built scrapers for specific sites? Apify's platform is the most complete. Accept the learning curve.
Getting Started with SnapAPI
Free tier includes 200 calls/month — no credit card required. The extract endpoint uses AI to pull structured data according to a schema you define, making it the easiest way to go from URL to clean JSON:
curl -X POST https://api.snapapi.pics/v1/extract \
-H "X-Api-Key: YOUR_KEY" \
-H "Content-Type: application/json" \
-d '{
"url": "https://news.ycombinator.com",
"schema": {
"top_stories": [{
"title": "string",
"points": "number",
"url": "string"
}]
}
}'
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