Anakin vs ScraperAPI: you pay for the 404s too

ScraperAPI and Anakin both answer the same request. Hand over a URL, and get the page back without touching proxies, browsers, or CAPTCHA solvers. As an integration they're a few lines of code either way.

The differences that decide a real project sit underneath that: what a request costs, whether you pay for requests that returned nothing, how the data comes back, how logins and credentials are handled, and what compliance each one carries. This is the full comparison, not just the endpoint.

What ScraperAPI does well

ScraperAPI's pitch is "scale data collection with a simple web scraping API," and the simple part is real (ScraperAPI). One endpoint takes a URL and hands back HTML, with proxy rotation, browser rendering, and CAPTCHA handling abstracted away.

It also ships genuinely useful machinery. There are structured-data endpoints that return clean JSON for high-demand domains like Amazon, Walmart, and Google (ScraperAPI structured data). An Async Scraper handles bulk jobs with automatic retries and webhook delivery, and a no-code DataPipeline schedules projects up to 10,000 URLs (ScraperAPI DataPipeline). At higher tiers you get real concurrency. For a team that lives inside those structured endpoints, it's a capable tool.

The credit multiplier, again

ScraperAPI meters requests in API credits, and a credit is not a request once you leave the easy path. The base request is 1 credit, but the settings that get you through defenses stack up fast (ScraperAPI credit costs):

• Basic request: 1 credit
• JavaScript rendering (`render=true`): 10 credits
• Premium proxies (`premium=true`): 10 credits
• Premium plus JavaScript: 25 credits
• Ultra premium (`ultra_premium=true`): 30 credits
• Ultra premium plus JavaScript: 75 credits

And some domains carry their own higher multiplier on top, looked up per site in the dashboard. So a plan advertising 100,000 credits is only about 1,333 requests once you're on ultra premium with rendering, which is exactly the combination the hard targets force.

The part that stings: paying for failures

Here's the detail buried in the docs. ScraperAPI bills you for both `200` and `404` responses, and it also charges for requests you cancel if you gave it less than 70 seconds to work (ScraperAPI credit costs). A page that no longer exists still costs a credit. A request your own code times out early still costs a credit. At small volume that's noise. Across millions of requests against pages that move and expire, those charges for nothing add up.

How Anakin prices the same request

Anakin's URL Scraper charges 1 credit for a scrape, and JavaScript rendering carries no additional cost, billed "the same as basic" per the docs (Anakin pricing). There is no premium tier and no ultra-premium tier to climb. Anti-detection and proxy routing across 207 countries are part of the base request. And failed jobs are not charged: credits come off only on a successful scrape (Anakin quickstart). No credit for a 404, no credit for a job that failed to return the data.

# Submit the job
curl -X POST https://api.anakin.io/v1/url-scraper \
  -H "X-API-Key: YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"url": "https://example.com", "useBrowser": true}'
# -> { "jobId": "job_abc123xyz" }

# Poll until it's done
curl https://api.anakin.io/v1/url-scraper/job_abc123xyz \
  -H "X-API-Key: YOUR_API_KEY"
# -> { "status": "completed", ... }

Structured extraction stays flat too: plus 2 credits for JSON, no per-query AI surcharge that scales with volume. The free tier is 300 credits with no card.

The full comparison

Data management and output

Both tools do more than return raw HTML. ScraperAPI gives you HTML by default, structured JSON and CSV through its data endpoints, plus Markdown, text, and screenshots, and its Async Scraper delivers bulk results to a webhook (ScraperAPI output formats). That async-plus-webhook model is a real strength for large jobs. Anakin returns Markdown, an AI summary, or structured JSON, with a batch endpoint that submits up to 10 URLs in parallel against one rate-limit slot (Anakin docs).

The difference is on repeat work and failures. Anakin caches responses for 24 hours, so a repeat fetch of the same URL returns instantly and costs zero credits, and nothing is billed unless the request succeeds (Anakin pricing). ScraperAPI documents no result cache, and it bills 404s and early cancellations. For a pipeline that re-hits pages or runs against churny targets, that is the line that moves the invoice.

Identity, credentials, and compliance

For authenticated scraping, ScraperAPI leans on primitives: pass your own headers and cookies with `keep_headers=true`, and hold a proxy with `session_number`, which expires 15 minutes after last use (ScraperAPI sticky sessions). There's no managed credential store and no 2FA handling. Anakin's Wire treats identity as a feature: named identities, credentials encrypted at rest with AES-256-GCM and never returned by any endpoint, sourced from a vault you own like 1Password or Azure Key Vault (Anakin docs).

Compliance is the sharper gap. Anakin carries SOC 2 Type II, ISO 27001:2022, and GDPR, with encryption in transit and at rest and documented incident notification (Anakin security). ScraperAPI publishes no SOC 2, ISO 27001, or HIPAA attestation, and its own Terms position it as neither controller nor processor of the personal data you scrape, placing data-protection compliance on you (ScraperAPI terms). For a regulated buyer, that's a real difference.

Anti-bot, proxies, and geo

ScraperAPI handles proxies, browsers, and CAPTCHAs behind the endpoint, with 80+ geotargeting locations, though the standard geo list is limited to US and EU on the Hobby and Startup plans and only opens up on Business and above (ScraperAPI geotargeting). Anakin folds anti-detection and routing across 207 countries into the base 1-credit request, on every plan, so a defended page and an open page cost the same and geo isn't gated behind a tier.

Past a single URL

ScraperAPI's structured endpoints stop at a fixed list of domains; everything else is raw HTML and your own selectors. Anakin.io puts a wider set of tools on the same credit balance:

• Crawl a site at 1 credit per page, or Map its URLs for 1 credit (Anakin pricing)
• Search the web with full-content extraction for 3 credits, or run an Agentic Search pipeline for 10 credits plus 1 per URL read
• Drive a stealth browser over CDP with Playwright or Puppeteer through the Browser API, with residential exits in 20+ countries
• Monitor a page, site, or Wire action on a schedule and diff the JSON it returns
• Call pre-built Wire endpoints for 940+ popular sites instead of scraping and parsing them yourself

Developer experience

Both are pleasant to build against. ScraperAPI ships SDKs for Python, Node, PHP, Ruby, and Java, and an official MCP server for AI clients (ScraperAPI SDKs). Anakin ships Python, JavaScript, and Go SDKs, a CLI, and an Anakin MCP server that hands an agent a Wire tool covering the whole catalog inside Claude, Cursor, and other MCP clients. For an agent-first stack, having the scrape, crawl, search, and 940+ Wire actions arrive as MCP tools is the sharper fit.

When ScraperAPI is the right call

If your work centers on its Amazon, Walmart, or Google structured endpoints, ScraperAPI returns clean JSON with no parsing. At low volume on static pages, the 1-credit base request is cheap, and its async bulk jobs are well built. The tool earns its place on focused jobs that live inside its strengths.

The calculus shifts once JavaScript rendering and premium proxies become the norm, once you're running enough volume that failure charges matter, once compliance certifications are on the checklist, or once the job grows past fetching pages. That's where a flat 1-credit request, success-only billing, and a single platform change the total.

The bottom line

ScraperAPI is a solid scraping API whose bill is harder to predict than it looks, because of both the multiplier ladder and the credits spent on 404s and early cancellations. Anakin.io charges 1 credit for a scrape, keeps JavaScript rendering free, bills only on success, adds caching, vault-backed identities, and SOC 2 plus ISO 27001, and puts crawl, search, and browser automation on the same balance. For a team that wants to pay for data it actually received, that's the difference.

Start on the free 300 credits at anakin.io and point it at the pages that usually cost you retries. You won't pay for the misses.