Web Scraping API Comparison 2026 — SearchHive vs Firecrawl vs SerpApi and More

Choosing the right web scraping API in 2026 means weighing pricing, output quality, features, and reliability across a crowded field. This comparison breaks down the leading options — SearchHive, Firecrawl, SerpApi, ScrapingBee, and others — so you can pick based on your actual use case rather than marketing copy.

Key Takeaways

• No single API is best for everything — the right choice depends on whether you need search data, page scraping, AI extraction, or a combination
• SearchHive offers the best bundle — search, scraping, and research from one API at $49/month for 100K credits
• ScrapingBee is cheapest for raw volume at $99/month for 1M requests (but JS rendering costs 5x)
• Firecrawl is the most popular for AI/LLM pipelines but not the cheapest
• SerpApi remains the standard for Google SERP data at 3-7x the cost of alternatives
• Jina AI Reader is the best free option for single-page markdown extraction

Search Engine APIs

These APIs extract structured data from search engine result pages — the core infrastructure for SEO tools, AI agent search, and content monitoring.

Cheapest for Google SERP: Serper.dev at $0.50/1K (Scale tier). No monthly subscription, credits valid 6 months.

Cheapest overall: SearchHive at $0.40/1K with search + scraping + research bundled.

Best for AI agents: Tavily returns LLM-ready responses. SearchHive bundles search with scraping for end-to-end workflows.

Only independent index: Brave Search. Not a Google proxy — its own 30B+ page index.

Page Scraping APIs

These fetch and process arbitrary web pages into HTML, markdown, or structured data.

Best value for LLM pipelines: SearchHive ScrapeForge. Markdown output, JS rendering included, 40% cheaper than Firecrawl.

Best raw volume: ScrapingBee at $0.10/1K base. No JS rendering or markdown, but unbeatable for plain HTML fetching.

Best free option: Jina AI Reader. 1M tokens/day, zero cost, no API key.

Best for anti-bot: ZenRows. Specialized in bypassing Cloudflare, Datadome, and similar protection.

AI Extraction APIs

These use LLMs to understand page content and extract structured data without manual CSS selectors.

ScrapeGraphAI is the only option where you describe what you want in plain language and get structured JSON. Higher per-page cost, but saves engineering time on sites where selectors break.

SearchHive provides extract rules — define a JSON schema and get matching fields. Less flexible than NL but faster and cheaper.

All-in-One Platforms

If you need search, scraping, and research in a single tool:

SearchHive is the only platform with dedicated search, scraping, AND research APIs from a single endpoint with unified credits.

Code Comparison: Same Task

Scraping a product page into markdown with each API:

# SearchHive
from searchhive import ScrapeForge
client = ScrapeForge(api_key="key")
result = client.scrape(url="https://example.com/product/123", format="markdown", js_render=True)
print(result["markdown"])

# Firecrawl
from firecrawl import FirecrawlApp
app = FirecrawlApp(api_key="key")
result = app.scrape_url("https://example.com/product/123", params={"formats": ["markdown"]})
print(result["markdown"])

# Jina Reader (free, no API key)
import requests
r = requests.get("https://r.jina.ai/https://example.com/product/123", headers={"Accept": "text/markdown"})
print(r.text)

# ScrapingBee
import requests
r = requests.get("https://app.scrapingbee.com/api/v1/",
    params={"api_key": "key", "url": "https://example.com/product/123", "render_js": "true"})
print(r.json()["body"])

Decision Framework

Need Google SERP data? Serper.dev (cheapest) or SerpApi (most comprehensive).

Need to scrape arbitrary pages for LLMs? SearchHive ScrapeForge or Firecrawl for markdown output. ScrapingBee for raw volume.

Need AI-powered extraction? ScrapeGraphAI for NL-based, SearchHive for schema-based.

Need search AND scraping? SearchHive — the only platform that bundles all three (search, scrape, research) with unified credits.

Budget under $50/month? SearchHive Builder ($49, 100K credits) covers search + scrape + research. Firecrawl Standard is $83 for scrape only.

Get Started with SearchHive

SearchHive gives you the broadest functionality per dollar. Web search, page scraping, and deep research from one API key. Credits are universal across all products.

• Free tier: 500 credits, full API access, no credit card
• Builder plan: $49/month, 100K credits, priority support
• Documentation: Python, Node.js, cURL examples

Try it free and compare against your current setup. Get your API key.