Anakin vs Scrapfly: when the bill is decided at runtime

Scrapfly and Anakin both promise one API key for scraping, rendering, and getting past anti-bot defenses. On the feature list they line up closely, and on some axes Scrapfly is genuinely excellent. The difference that decides a budget is how predictable the cost of a hard request is, and on Scrapfly the answer is that you often find out after the request runs.

This compares the whole surface, and it's honest about where Scrapfly leads, because on compliance and tooling it holds its own.

What Scrapfly does well

Scrapfly is a strong, modern platform. Its pitch is "scrape any public site, drive any browser, power any agent, one API key," and the anti-bot engine behind it is real engineering: two proprietary systems, an HTTP client with current TLS and HTTP/2 fingerprints and a production Chromium that keeps thousands of browser signals consistent (Scrapfly). It renders JavaScript, returns rich network and storage data alongside the HTML, and includes an LLM-powered Extraction API and a Screenshot API under the same key.

It also bills on success. Failed requests aren't charged under its Scrape Failed Protection (Scrapfly billing). And its compliance posture is a standout: ISO 27001, SOC 2 Type II, SOC 3, HIPAA, CCPA, and GDPR, with a public trust portal (Scrapfly compliance). For a team that wants a single capable endpoint with serious certifications behind it, it's a real option.

The part that's hard to forecast

Here's where budgeting gets tricky. The base costs are clear enough: a datacenter request is 1 credit, JavaScript rendering adds 5, and residential proxies are 25 credits per request (Scrapfly billing). The anti-bot layer, ASP, is where the number goes soft. ASP has no flat published price. It's variable, it can auto-upgrade you to residential or a target-specific proxy pool at runtime, and the docs state plainly that target and shield fees "are not publicly documented" (Scrapfly ASP). The final cost reflects whatever resources it decided to use.

So the hard request, the one you're paying Scrapfly to handle, is the one whose price you can't fully see in advance. There's a second catch on the success billing: if more than 30% of your traffic fails within an hour, the protection switches off and the usage becomes billable (Scrapfly billing). Both are reasonable engineering choices. Both make the bill harder to predict than a fixed rate.

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). Anti-detection and proxy routing across 207 countries are part of that base request, not a runtime upgrade with an undocumented fee. The price of a scrape is the price of a scrape, whether the target is wide open or well defended.

# 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", ... }

Failed jobs aren't charged, with no failure-rate threshold that flips billing back on, and structured JSON extraction stays a flat 2 credits (Anakin pricing). The free tier is 300 credits with no card.

The full comparison

Data management and output

Both are strong here. Scrapfly returns raw or cleaned HTML, JSON, Markdown, and text, with an Extraction API that does LLM-prompt, template, and automatic-model extraction, a built-in cache, and webhook delivery for queued requests (Scrapfly getting started). That's a well-rounded data layer. Anakin returns Markdown, an AI summary, or structured JSON, with a batch endpoint for up to 10 URLs in parallel and 24-hour caching where a repeat fetch costs zero credits (Anakin docs). The two are close on output; the difference is that Anakin's cache and extraction cost a flat, published credit amount, while Scrapfly's extraction and ASP add variable cost.

Identity, credentials, and compliance

Scrapfly handles authenticated scraping well: named sessions persist cookies, localStorage, and sessionStorage, and you can complete a login or MFA inside its Cloud Browser and then continue with regular requests (Scrapfly session). What it doesn't document is a managed credential vault; credentials are passed at runtime. Anakin's Wire adds that vault layer: named identities with credentials encrypted at rest via AES-256-GCM, never returned by any endpoint, sourced from 1Password or Azure Key Vault (Anakin docs).

On compliance, both are strong. Anakin carries SOC 2 Type II, ISO 27001:2022, and GDPR, which covers the standard enterprise security checklist (Anakin security). Scrapfly certifies more broadly still, adding SOC 3, HIPAA, and CCPA, so a healthcare or highly regulated buyer may want that extra coverage (Scrapfly compliance). Where Anakin pulls clearly ahead is pricing predictability.

Anti-bot, proxies, and geo

Scrapfly's ASP is a serious anti-bot engine, backed by datacenter and residential pools across 82 countries (Scrapfly proxy). The cost is the runtime variability discussed above. Anakin routes across 207 countries inside the flat 1-credit request, so a defended page and an open page cost the same and geo is never a surprise line item. Concurrency runs 5 to 100 by plan on Scrapfly, comparable to Anakin's plan-based limits.

Past a single URL

Both tools reach past a plain scrape. Anakin.io keeps it all on one predictable 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 them

Every one of those has a credit cost you can read off a table before you run it.

Developer experience

Scrapfly is well-tooled: SDKs for Python, TypeScript, Go, and Rust, a first-class Scrapy integration, a hosted MCP Cloud, and connectors for LlamaIndex, LangChain, and CrewAI (Scrapfly integration). 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. Both are agent-ready; Scrapfly's SDK spread is wider, Anakin's platform lives on one key and one balance.

When Scrapfly is the right call

If you want deep, configurable anti-bot bypass and the rich browser data that comes with it, a broad compliance stack including HIPAA, and you're comfortable with runtime-variable pricing on the hardest targets, Scrapfly is a capable, well-built platform. Teams that value maximum control over the fetch get a lot from it.

The trade tips the other way when you need to forecast spend, when the hard request is your common case and you'd rather it cost a known amount, or when a 30% failure window shouldn't quietly turn billing back on. That's where flat, published pricing wins.

The bottom line

Scrapfly is a powerful scraping platform, strong on anti-bot and compliance, whose toughest requests carry a cost decided at runtime. Anakin.io charges 1 credit for a scrape, keeps anti-detection and JavaScript rendering in that base price, bills only on success with no failure-rate asterisk, adds vault-backed identities, and puts crawl, search, and browser automation on the same balance. When you need to know the bill before you send the request, fixed pricing is the answer.

Start on the free 300 credits at anakin.io and scrape a defended page. The cost is 1 credit, and you knew that going in.