Web Scraping API vs DIY: The True Cost in 2026

Building your own scraper seems cheaper until you account for infrastructure, proxies, maintenance, and the ongoing engineering time keeping it working as sites change. Here's a realistic breakdown.

The DIY stack

A production-grade scraper that can handle modern bot protection needs:

• Headless browser infrastructure (Playwright / Puppeteer)
• Stealth patching to evade automation detection
• A proxy pool — residential for protected sites, datacenter for the rest
• A job queue with retries and concurrency control
• Output processing: HTML cleaning, Markdown conversion, structured extraction
• Health monitoring and auto-recovery when things break

This is a non-trivial engineering project. Let's look at the real monthly costs once it's running.

Monthly DIY cost estimate

At a conservative $75/hr for engineering time, even 2 hours of maintenance per month adds $150. The real DIY cost for a production scraper is typically $250–400/month all in, and that's before the initial build time (typically 2–4 weeks for a solid scraping stack).

When DIY makes sense

• You're scraping at massive scale (millions of pages/day) where per-request API costs add up
• You have very specific infrastructure requirements
• Scraping is core to your product and you need full control

When an API makes sense

• You want to start scraping today without 2 weeks of setup
• You're scraping intermittently or at moderate scale
• You want someone else to keep up with Cloudflare and bot-detection changes
• Your engineering time is better spent on your actual product

xtrct pricing vs DIY

xtrct's Growth plan starts at $29/month for 15,000 credits (each page scrape costs 1–5 credits depending on complexity). That's roughly 3,000–15,000 page scrapes per month — more than enough for most use cases — at less than the cost of infrastructure alone in a DIY setup.

The free tier gives you 500 credits/month with no credit card required, so you can test it on your actual use case before committing.