ScrapingAnt starts at $19/mo for 100K credits (roughly 10K Google pages after credit multipliers). ScraperAPI starts at $49/mo. ScrapFly starts at $15/mo. If you are paying for web scraping to get search results, product data, or social media posts, structured APIs are often cheaper and require zero maintenance. Here is the 2026 landscape of alternatives.
Structured APIs: skip the scraping entirely
If your scraping target is a major platform (Google, Amazon, YouTube, Reddit, Walmart, TikTok), a structured API returns parsed JSON directly. No proxy rotation, no HTML parsing, no CAPTCHA solving.
- Scavio: $0.005/query, multi-platform (Google, Amazon, YouTube, Reddit, Walmart, TikTok). Free 250 credits/mo. Project plan $30/mo for 7K credits
- DataForSEO: Queue $0.0006/query (5-min delay), Live $0.002/query. $50 minimum deposit. Google/Bing/Yahoo search data
- SerpAPI: 100 free searches, then $25/mo for 1K. $75/mo for 5K. Google-focused with some other engines
Custom scrapers: Apify marketplace
For niche targets that no API covers, Apify's actor marketplace has pre-built scrapers for hundreds of sites. Pay per compute unit. More expensive than structured APIs for common targets, but the only option for uncommon ones.
Self-hosted: SearXNG for budget setups
# Free, unlimited meta-search
docker run -d --name searxng -p 8080:8080 searxng/searxng:latest
# Query programmatically
curl "http://localhost:8080/search?q=best+crm+2026&format=json"SearXNG aggregates results from multiple search engines. Free and unlimited, but results are less structured and less reliable than commercial APIs. Best for projects where cost matters more than data quality.
Cost comparison: 10,000 Google searches/month
- ScrapingAnt Startup ($49/mo, 500K credits): 10K pages at 10 credits each = 100K credits. Covered, with headroom
- Scavio Bootstrap ($100/mo, 28K credits): 10K searches at 1 credit each. Covered with 18K credits remaining for other platforms
- DataForSEO Queue: 10K x $0.0006 = $6/mo. Cheapest by far, but 5-min delay per query
- DataForSEO Live: 10K x $0.002 = $20/mo. Real-time, still cheap
- SerpAPI Production ($150/mo, 15K searches): covers 10K with 5K remaining
- SearXNG: $5-10/mo server cost. Free queries but less reliable
Decision framework
# When to use what
use_cases = {
"Google/Amazon/Reddit search results": "Structured API (Scavio, DataForSEO)",
"Full page HTML for custom parsing": "Scraping service (ScrapingAnt, ScraperAPI)",
"Niche site with no API coverage": "Apify actor or custom scraper",
"Budget-constrained, quality-flexible": "Self-hosted SearXNG",
"Behind-auth content": "Browser automation (Playwright + proxies)",
"Bulk historical SERP data": "DataForSEO queue ($0.0006/query)",
"Real-time multi-platform data": "Scavio ($0.005/query, 6 platforms)",
}The maintenance factor
The cheapest option on paper is not always the cheapest in practice. ScrapingAnt at $19/mo is cheap, but you still write and maintain HTML parsers. DataForSEO at $0.0006/query is cheapest per query, but only covers search engines. Factor in developer time: a structured API that returns exactly the JSON you need saves hours of parsing and debugging broken selectors.