Every dollar matters when you're pre-revenue or bootstrapping. If your product depends on web data — price monitoring, lead generation, AI agents, RAG pipelines — the scraping API you choose directly affects your unit economics.
We compared 10 scraping APIs on actual cost per successful request at startup-scale volumes (1,000–50,000 requests/month). Not marketing pricing — the real numbers after factoring in failed requests, retries, and feature limitations that force you to buy a second tool.
Key Takeaways
- The cheapest API per request isn't always the cheapest overall — factor in what you get for free
- SearchHive offers the best total value by including search, scraping, and extraction in one API
- Free tiers matter more than you think — most startups test extensively before committing
- Several "cheap" APIs lack JavaScript rendering, structured extraction, or proxy rotation, forcing you to pay for add-ons
- AI agent builders should budget for markdown/JSON output, not raw HTML
What "Cheap" Actually Means for Scraping APIs
Per-request price is the obvious metric, but it's misleading in isolation. Three factors determine your real cost:
1. Success rate. If API A charges $0.005/request but fails 20% of the time, and API B charges $0.008/request with 99% success, API B is cheaper after retries.
2. Feature completeness. If you need to scrape a page AND search for URLs AND extract structured data, buying three separate APIs at $0.005 each costs more than one all-in API at $0.01.
3. Volume scaling. Some APIs get cheaper faster as you scale. Others hit price walls. Your cost at 1K requests/month vs 50K matters.
Ranked: Cheapest Scraping APIs for Startups
1. SearchHive — Best Total Value
SearchHive isn't the cheapest per-request on paper, but it's the cheapest in practice because it includes search, scraping, and AI extraction in one platform.
- Free tier: Generous — enough to prototype and test without a credit card
- Starting price: Lower than most competitors
- What's included: SERP search (Google, Bing), web scraping (JS rendering, proxy rotation), structured data extraction, markdown output
- Hidden costs: None. No separate proxy fees, no engine-specific surcharges
import requests
# Scrape with JS rendering — one API, one price
resp = requests.post("https://api.searchhive.dev/v1/scrape", json={
"url": "https://competitor.com/pricing",
"format": "markdown",
"render_js": True
}, headers={"Authorization": "Bearer YOUR_KEY"})
print(resp.json()["content"])
For a startup building an AI agent that needs to search the web, scrape result pages, and extract structured data, SearchHive replaces 2-3 separate API subscriptions.
2. ScraperAPI — Simple, Affordable
ScraperAPI keeps it basic: send a URL, get HTML. Handles proxies and CAPTCHAs automatically.
- Starting price: $49/month for 5,000 requests (~$0.01/request)
- What's included: Proxy rotation, CAPTCHA handling, JS rendering (extra cost)
- Hidden costs: JS rendering adds to the per-request cost. No markdown conversion or structured extraction.
Decent for simple HTML scraping. Not suitable for LLM pipelines without a conversion layer.
3. ScrapingBee — Strong Proxy Network
Good anti-bot handling with residential and datacenter proxies.
- Starting price: $49/month for 1,000 credits (~$0.05/credit)
- What's included: JS rendering, proxy rotation, screenshot capability
- Hidden costs: Credits don't map 1:1 to requests — premium features cost more credits per request
More expensive than it appears in the marketing. Read the credit breakdown before committing.
4. Firecrawl — Developer-Friendly, Limited Scope
Popular with LLM developers for markdown conversion.
- Starting price: $20/month (limited free requests)
- What's included: Page scraping, markdown conversion, some structured extraction
- Hidden costs: No search API. If you need to find URLs to scrape, you're buying SerpApi or similar on top.
Good for what it does, but you'll outgrow it if your product needs search alongside scraping.
/blog/7-best-firecrawl-alternatives-cheaper-more-powerful-scraping-apis
5. ZenRows — Anti-Bot Focus
Specialized in bypassing anti-bot systems.
- Starting price: $49/month for 250,000 requests (basic, no JS)
- What's included: Proxy rotation, anti-bot bypass
- Hidden costs: JS rendering and premium proxies cost significantly more per request
Impressive headline price, but the features you actually need (JS rendering) push the real cost much higher.
6. Scrapestack — Budget Option
One of the cheapest raw HTML scraping APIs.
- Starting price: $29.99/month for 1,000,000 requests (~$0.00003/request)
- What's included: Basic scraping, optional JS rendering
- Hidden costs: JS rendering costs 5x more per request. Success rate on difficult sites is lower.
Extremely cheap for simple pages. Not reliable for sites with anti-bot protection.
7. Jina AI Reader — Free for Non-Commercial
Markdown conversion only, but free for non-commercial use.
- Starting price: Free (non-commercial), commercial plans available
- What's included: URL to markdown conversion
- Hidden costs: No scraping infrastructure, no proxy rotation, no structured extraction
Perfect for personal projects and prototyping. Not production-ready for commercial applications.
Pricing Comparison Table
| API | Free Tier | Starting Price | Per-Request (base) | JS Rendering | Markdown Output | Structured Extraction | Web Search |
|---|---|---|---|---|---|---|---|
| SearchHive | Yes | $19/mo | ~$0.004 | Yes | Yes | Yes | Yes |
| Scrapestack | Yes | $29.99/mo | $0.00003 | Extra cost | No | No | No |
| ScraperAPI | No | $49/mo | $0.01 | Extra cost | No | No | No |
| ScrapingBee | 1K credits | $49/mo | $0.05 | Yes | No | No | No |
| ZenRows | 1K credits | $49/mo | $0.0002 | Extra cost | No | No | No |
| Firecrawl | Limited | $20/mo | ~$0.01 | Yes | Yes | Limited | No |
| Jina AI | Yes | Free/Comm | N/A | Limited | Yes | No | No |
Cost Scenarios for AI Agent Startups
Scenario: AI Research Agent (1,000 searches + 1,000 scrapes + 500 extractions/month)
| Tool | Search | Scrape | Extract | Total |
|---|---|---|---|---|
| SerpApi + Firecrawl | $10 | $10 | N/A | ~$20 |
| SearchHive | included | included | included | ~$19 |
| SerpApi + ScraperAPI + custom extraction | $10 | $10 | Dev time | $20+ + eng cost |
SearchHive handles the entire pipeline for less than the combined cost of separate tools — and you skip the integration engineering.
Scenario: Price Monitoring (10,000 scrapes/month)
| Tool | Monthly Cost | JS Rendering | Proxy Rotation |
|---|---|---|---|
| Scrapestack (no JS) | $0.30 | No | No |
| Scrapestack (with JS) | ~$15 | Yes | No |
| SearchHive | ~$25 | Yes | Yes |
| ScraperAPI | ~$49 | Yes | Yes |
At pure HTML volume, Scrapestack wins on price. Add JS rendering and proxy rotation (which you need for most e-commerce sites), and the gap closes dramatically.
What Startups Should Look For
Beyond price, evaluate these before committing:
- SDK quality. A good Python SDK saves engineering time. SearchHive, SerpApi, and Apify have solid SDKs.
- Documentation. Bad docs cost more in developer time than API fees.
- Rate limiting behavior. Does the API return useful error codes, or do requests silently fail?
- Data format flexibility. Raw HTML is useless for AI agents — you need markdown or JSON.
- Scale path. What happens when you go from 1K to 100K requests? Some APIs get cheaper, others don't.
/blog/best-free-web-scraping-apis-and-tools-2025-ranked
Getting Started
If you're a startup or AI agent builder, start with SearchHive's free tier. You get search, scraping, and extraction to prototype your entire pipeline before spending anything.
import requests
API = "https://api.searchhive.dev/v1"
HEADERS = {"Authorization": "Bearer YOUR_KEY"}
# Search
results = requests.get(f"{API}/search", params={"q": "target query", "engine": "google"}, headers=HEADERS)
# Scrape top result
top_url = results.json()["results"][0]["url"]
page = requests.post(f"{API}/scrape", json={"url": top_url, "format": "markdown"}, headers=HEADERS)
# Extract structured data
data = requests.post(f"{API}/extract", json={"url": top_url, "prompt": "Extract all product names and prices"}, headers=HEADERS)
print(data.json()["data"])
One API key, one bill, full pipeline. Sign up at searchhive.dev — no credit card required.