Short answer: ScrapingBee, ScraperAPI and Apify all offer a way to test web-data collection without an initial paid commitment, but their allowances are not directly comparable. ScrapingBee advertises 1,000 free credits and JSON extraction rules; ScraperAPI advertises 1,000 credits with up to five concurrent connections; Apify offers a $0 plan with $5 of usage for Store Actors or your own Actors. Test the same permitted pages, fields and expected types on each service before choosing one.
What “free” means for structured extraction
A free allowance is a limited trial budget, not unlimited collection. Each provider meters work differently, and one page can consume different amounts depending on JavaScript rendering, proxies, the target domain or the Actor you run. The figures below are vendor-published snapshots retrieved on September 29, 2026; check the linked pricing pages before committing to a production workflow.
Structured extraction means turning a page into named fields such as title, published_date and price, rather than saving undifferentiated HTML. You still need to validate that a returned value is present, correctly typed and taken from the intended page.
Free options compared
| Service | Advertised free access | Structured-data approach | Important metering detail | Best question to test |
|---|---|---|---|---|
| ScrapingBee | 1,000 free credits; no credit card advertised as required | Extraction rules that return JSON, plus natural-language AI extraction | AI extraction adds five credits to the base request. Requests can cost 1–75 credits depending on configuration; rendering and proxy choices affect cost. | Do the rules return exactly the fields and types your pipeline expects? |
| ScraperAPI | 1,000-credit free plan with up to five concurrent connections; separate seven-day trial with 5,000 credits | Fetches pages for downstream parsing; pricing documentation gives domain examples | A standard request is documented as one credit, Amazon five, and Google/Bing 25. | Does your target domain or concurrency requirement raise the cost? |
| Apify | $0 Free plan with $5 to spend on Store Actors or your own Actors | Ready-made or user-built Actors can fetch and transform data | Usage is compute-based at $0.20 per compute unit; total spend depends on the Actor and resources used. | Is a managed Actor worth compute-based accounting for this job? |
These are not normalized “pages per month” numbers. A credit, request and compute unit represent different work, and target sites can change the cost. No independent apples-to-apples accuracy test establishes a universal winner.
#1 Best Overall
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How to choose a provider for your schema
Choose rules when the page layout is known
ScrapingBee documents extraction rules for returning structured JSON. Rules are useful when you know the selectors or fields that must be collected and want deterministic output. Its AI option accepts a natural-language query or defined extraction rules, but the vendor states that quality depends on page structure, content and instructions rather than a fixed accuracy rate. Important fields should be checked against types, ranges or business rules.
Choose domain-aware testing when targets vary
ScraperAPI’s published cost examples make target selection part of the budget calculation: a standard request, Amazon request and Google/Bing request do not consume the same number of credits. Confirm the domains you actually need before extrapolating from a small test.
Choose an Actor when the workflow is more than one request
Apify is a platform rather than a simple request-credit comparison. A Store Actor or an Actor you build can combine crawling, parsing and export, while compute usage determines spend. Inspect the selected Actor’s resource behavior and output schema before estimating how far the free $5 allowance will go.
Rank #2
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A repeatable free-tier evaluation
- Confirm permission. Select a small set of public pages that your collection and reuse plan is allowed to access. A successful HTTP response does not prove that scraping or reuse is authorized. Review the site’s terms, robots guidance where applicable, privacy obligations and copyright or data-use rights.
- Write a schema first. Define fields and expected types, for example
title(string),published_date(date or source string),price(number or formatted string), andsource_url(URL). Record the expected value from each page. - Run identical cases. Send the same URLs and field requirements to each candidate. Save the raw response, structured result, HTTP status and the usage or credit amount reported by the service.
- Check quality, not just status. Count missing fields, wrong values, inconsistent types, stale content and failures after a layout change. A 200 response with an empty or misidentified field is not a successful extraction.
- Estimate production cost. Repeat the sample, calculate credits or compute units per successful result, and include retries, rendering and difficult domains. Do not multiply a single cheap request into a budget until you know the target mix.
ScrapingBee setup and extraction considerations
The ScrapingBee HTML API documentation describes bearer-token authentication, a page URL parameter, extraction rules and optional JavaScript rendering. It documents a 2 MB per-request limit and request costs from one to 75 credits depending on configuration. AI extraction adds five credits. When downloading a non-HTML file, the documentation advises disabling JavaScript rendering.
Keep keys out of browser code, public repositories and logs. The following shell pattern is intentionally endpoint-configurable: set the endpoint and token from your account documentation, then provide the target URL and extraction parameters required by your plan.
export SCRAPINGBEE_ENDPOINT='YOUR_API_ENDPOINT'
export SCRAPINGBEE_TOKEN='YOUR_TOKEN'
curl --fail --silent --show-error
-H "Authorization: Bearer $SCRAPINGBEE_TOKEN"
--get "$SCRAPINGBEE_ENDPOINT"
--data-urlencode "url=https://example.com/article"
--data-urlencode 'extract_rules={"title":{"selector":"h1","output":"text"}}'In production, parse the JSON response, reject missing required fields, and retain the source URL and retrieval time so a reviewer can check the value.
Rank #3
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- What You Get: Anker USB-C Hub (7-in-1), welcome guide, 18-month warranty, and our friendly customer service.
ScraperAPI and Apify implementation notes
ScraperAPI
Use the API key through an environment variable and record the credit usage returned by your account. Start with the standard target category, then test the exact domains that matter. The documented examples—one credit for a standard request, five for Amazon and 25 for Google/Bing—show why a “1,000-credit” headline cannot be converted directly into a page count.
export SCRAPERAPI_ENDPOINT='YOUR_API_ENDPOINT'
export SCRAPERAPI_KEY='YOUR_API_KEY'
curl --fail --silent --show-error --get "$SCRAPERAPI_ENDPOINT"
--data-urlencode "api_key=$SCRAPERAPI_KEY"
--data-urlencode "url=https://example.com/article"Apify
For Apify, select a Store Actor or create an Actor, define its input schema and run it on the small evaluation set. Capture the run’s dataset output and compute usage. Because the Free plan grants $5 of spend and pricing is $0.20 per compute unit, the practical number of pages depends on the Actor’s runtime, memory and other resources.
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- Missing field: treat it as a failed record, not an empty success. Check selector changes, consent overlays and whether the content is loaded only after JavaScript runs.
- Wrong type: normalize dates and prices only after retaining the original string. Reject impossible ranges, such as a negative price where the business rule forbids it.
- Partial or blocked page: save status, response metadata and a retry reason. Do not infer that a blocked page contained the expected value.
- Large response: ScrapingBee’s documented 2 MB per-request limit can be reached by verbose pages or unfiltered HTML. Narrow extraction rules or disable unnecessary rendering.
- Credit exhaustion: reduce retries, remove rendering where it is unnecessary, and test a representative domain mix before adding paid capacity.
- Layout drift: rerun a small canary set on a schedule and alert when required fields disappear or types change.
Legal and operational boundaries
Provider documentation and product pages do not grant permission to collect or republish a site’s content. Check applicable law, terms, copyright, privacy requirements and data-use rights before collecting personal, restricted or paywalled information. Store only the fields you need, protect credentials, and define retention and deletion rules for raw pages and extracted data.
Rank #4
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Or skip the browser setup: ScreenshotNeo
If your real requirement is a visual record rather than structured fields, ScreenshotNeo is the first alternative to try: it removes cookie-consent banners, newsletter popups and chat widgets before capture, and bills only clean shots. Bot checks or CAPTCHAs, blank pages, timeouts, failed loads and cache hits are not billed, with the result identified by X-Page-Verdict and X-Billed headers. Its MCP server provides take_screenshot, get_page_info and capture_pdf tools for Claude, Cursor and other MCP clients.
One request returns a PNG, JPEG, WebP or PDF. The API also supports full-page and element captures, device and viewport settings, dark mode, retina scale, PDF controls, custom CSS and JavaScript, clicks, waits, blocking rules, headers, cookies, user agents, Authorization, timezone, geolocation, transparent backgrounds, resizing, configurable caching, signed links, asynchronous webhooks, bulk capture of up to 100 URLs, usage reporting and an OpenAPI specification.
curl -G "https://api.screenshotneo.com/v1/shot" -d access_key=YOUR_API_KEY --data-urlencode url=https://stripe.com -o shot.webpPython:
import requests
r = requests.get("https://api.screenshotneo.com/v1/shot", params={"access_key": "YOUR_API_KEY", "url": "https://stripe.com"}, timeout=90)
r.raise_for_status()
open("shot.webp", "wb").write(r.content)Node.js:
const q = new URLSearchParams({ access_key: 'YOUR_API_KEY', url: 'https://stripe.com' });
const res = await fetch(`https://api.screenshotneo.com/v1/shot?${q}`);
if (!res.ok) throw new Error(`HTTP ${res.status}`);
require('fs').writeFileSync('shot.webp', Buffer.from(await res.arrayBuffer()));See the ScreenshotNeo documentation for options and response handling. The Free plan includes 1,000 screenshots each month without a card; paid plans start at $5 for 3,000. Sign up free.
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Can I compare these services by pages per free month?
No. Credits, target-specific request costs and compute units are different meters. Measure your own representative URLs and schema.
Best Value
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- What You Get: Anker 332 USB-C Hub (5-in-1), welcome guide, our worry-free 18-month warranty, and friendly customer service.
Does a successful JSON response prove the data is accurate?
No. Compare every required field with the source page and enforce type, range and business-rule checks.
When should JavaScript rendering be enabled?
Enable it only when required content is created or revealed by scripts. It can increase request cost; for non-HTML downloads, ScrapingBee’s documentation advises disabling it.
Is Apify’s $5 allowance equivalent to 1,000 API credits?
No. Apify’s allowance is dollar-denominated compute spend, while the other figures are request credits with provider-specific rules.
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Quick Recap
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