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The questions a vendor's own pricing page will not answer, worked through with retained dated numbers from every vendor that publishes them.

19 guidesWritten figures checked against dated vendor pricesLatest recorded source date 2026-07-26

Guide prose is written, not generated. Every money figure that names a vendor is compared with the dated vendor price stored with that guide. A mismatch must be explained by the shown arithmetic or another cited vendor fact, or the page is not published. This does not mean the vendor page was freshly rechecked. The calculator panels use the same pricing rules as the market table.

How do cloud browsers bill session seconds, proxy megabytes, and CAPTCHA attempts?A current, vendor-by-vendor guide to cloud browser meters, one-hour costs, additive proxy and CAPTCHA charges, and abandoned-session exposure.How many requests does pagination add to a catalogue scrape?Calculate listing pages, detail requests, infinite-scroll batches, vendor billing units, and the plan allowance needed for a catalogue scrape.SERP API pricing ladders: where does the cheapest vendor change?Current published SERP API plans normalized to the bill and effective price per 1,000 Google searches at 10,000, 100,000, and 1,000,000 searches.Should you build with your own proxies and Playwright, or buy a scraping API?A sourced cash comparison that exposes the browser-host, residential-traffic, request, labor, and plan-cliff arithmetic.Success rates, retries, and which scraping API vendors bill failuresA sourced comparison of failed-request billing, target HTTP errors, retry costs, and the plan-tier risk created by unpublished overage rates.What does it cost to crawl a list of URLs at 10K, 100K, and 1M?A current, source-backed cost table for sending a known list of ordinary HTML URLs to scraping APIs, including plan throughput, domain effects, and crawl-versus-scrape pricing.What does it cost to scrape Amazon?Amazon scraping costs per 1,000 requests or delivered records, dedicated endpoint differences, protection costs, and the current Creators API alternative.What does it cost to scrape Google search results?Published Google SERP prices normalized per 1,000 searches, endpoint differences, protection costs, and the closing Custom Search JSON API.What does JavaScript rendering really cost across scraping APIs?Current JavaScript rendering rates, multipliers, included-rendering vendors, volume breakpoints, and a test for deciding whether a target needs a browser.What is a scraping credit, and why can one request cost 75 of them?A current, vendor-by-vendor explanation of scraping credits, request multipliers, billable failures, and how to forecast real usage before choosing a plan.What It Costs to Scrape Indeed Job Listings in 2026Published Indeed job-listing scraping prices per 1,000 requests or records, endpoint differences, protection costs, and the limited official integration.What It Costs to Scrape Reddit in 2026Published Reddit scraping prices per 1,000 results, records, requests, or credits, plus a dataset-backed worked budget and the official Data API access boundary.What It Costs to Scrape Walmart in 2026Published Walmart scraping prices per 1,000 searches, requests, results, or records, endpoint differences, protection costs, and the seller-focused official APIs.What It Costs to Scrape YouTube in 2026Published YouTube scraping prices per 1,000 searches, requests, tasks, or records, plus the official YouTube Data API and its quota cost.What It Costs to Scrape Zillow in 2026Published Zillow scraping prices per 1,000 requests or records, dedicated endpoint differences, protection costs, and the narrower official API route.What will I be billed when a scrape is blocked?A block-specific guide to billable outcomes across every product record, automatic escalation versus preselected modes, and request-level invoice evidence.When is the official API cheaper than scraping?A target-by-target guide to official API cost, access, returned data, and the cases where scraping is still a different product.Which scraping API free tiers are actually free, and what expires?A source-by-source comparison of recurring free scraping API plans, one-time trials, card requirements, expiry rules, rate limits, and feature locks.Why was my scraping bill five times the estimate?Diagnose six common scraping-bill multipliers using current vendor rules for failures, plan cliffs, target domains, proxy pools, rendering, and secondary meters.