[// Compare](https://scrapfly.io/compare) / ScrapeGraphAI // SCRAPEGRAPHAI VS SCRAPFLY [Compare](#comparison) [Pricing](#pricing-comparison) [Why switch](#why-switch) [Migrate](#migration) [FAQ](#faq) [Start Free](https://scrapfly.io/register) [ 4.9/5 on Capterra · 219 reviews ](https://www.capterra.com/p/212653/Scrapfly/reviews/) vs ScrapeGraphAI\_## ScrapeGraphAI alternative with 98% on protected sites. Looking for a ScrapeGraphAI alternative with **reliable anti-bot bypass** for production scraping? While ScrapeGraphAI uses LLMs to extract data from web pages, it struggles with protected sites that use Cloudflare, DataDome, or PerimeterX. Scrapfly delivers **98% success rate** on anti-bot protected sites with AI-powered extraction, markdown output, and production-grade reliability. **98% success rate** on protected sites with default settings ([Scrapeway benchmarks](https://scrapeway.com)) **Full technology ownership**: We own the entire stack, [bypass restoration](https://scrapfly.io/products/unblocker) in days not weeks **AI-powered extraction**: [Extraction API](https://scrapfly.io/docs/extraction-api/getting-started) with LLM prompts, auto-detection, and reusable templates **LLM-ready output**: [Markdown, clean HTML, text](https://scrapfly.io/docs/scrape-api/getting-started#api_param_format) formats for RAG and AI pipelines **50% bandwidth savings**: [Proxy Saver](https://scrapfly.io/docs/proxy-saver/getting-started) reduces residential proxy costs significantly [ Start Free ](https://scrapfly.io/register) [ See Comparison ](#comparison) 1,000 free credits. No credit card. scrapeway.com/bench · ScrapeGraphAI vs scrapfly \# success rate on identical protected targets scrapfly 98% █████████████████████ scrapegraphai Struggles with anti-bot bypass \# protected-site cost per request scrapfly 30+ credits (varies by target) scrapegraphai Basic proxy rotation only \# starting price scrapfly $30/mo scrapegraphai Pay-as-you-go SOURCE: scrapeway.com · out-of-box configs FIG. 01 · HEAD-TO-HEAD --- // WHY YOU'RE HERE##### ScrapeGraphAI works, until it doesn't. Teams come to this page for one of three reasons: **success rate degraded** after an antibot vendor update, **cost surprised them** via credit multipliers or "premium domain" surcharges, or they need **features ScrapeGraphAI doesn't ship** (JS rendering, Extraction API, unified billing). Scrapfly addresses all three on the same key. --- PROTECTED SITES## Sites Scrapfly actually handles. [Scrapeway benchmarks](https://scrapeway.com) test every major scraping API with default, out-of-box configs. #### E-commerce Walmart 100% Etsy 100% Amazon 97% StockX 96% #### Professional & Jobs LinkedIn 97% Indeed 100% Glassdoor 97% Booking 95% #### News & Content Bloomberg 98% Reuters 99% Financial Times 97% #### Real Estate Zillow 99% Realtor 99% Redfin 98% #### Why Anti-Bot Bypass Matters for AI Scraping Building AI agents, RAG pipelines, or LLM-powered applications? Your system needs **consistent data access** from protected sites, not intermittent failures that break your pipeline. ScrapeGraphAI's LLM-based approach can extract data from accessible pages, but struggles when sites use Cloudflare, DataDome, or PerimeterX protection. Scrapfly's ASP delivers reliable access to these sites while still providing AI-ready output formats. ##### Full Stack Ownership - Active anti-bot monitoring 24/7 - Bypass restoration in days, not weeks - No third-party proxy dependencies - Real [browser TLS fingerprint](https://scrapfly.io/blog/posts/how-to-avoid-web-scraping-blocking-tls) matching ##### AI-Ready Features - Markdown, text, and clean HTML output - AI-powered structured data extraction - Screenshot capture for multimodal AI - Batch scraping for training data --- HEAD-TO-HEAD## Scrapfly vs ScrapeGraphAI, one row at a time. What matters for production scraping: protected-site success, cost, reliability. | Metric | Scrapfly | ScrapeGraphAI | |---|---|---| | Success Rate (Protected Sites) | 98% | Limited anti-bot bypass | | Free Trial | 1,000 API credits | 50 credits (one-time) | | Anti-Bot Bypass | ASP (full stack ownership) | Basic proxy rotation only | | AI Extraction | [LLM prompts, auto-detection, templates](https://scrapfly.io/docs/extraction-api/getting-started) | Markdownify endpoint | Rates from [Scrapeway benchmark](https://scrapeway.com) at time of writing. [ Start Free · 1,000 credits ](https://scrapfly.io/register) --- ASP## How Scrapfly's Anti-Scraping Protection works. Set `asp=True`. The engine handles everything else. // FINGERPRINTS##### Real browser signatures Byte-perfect [TLS/JA3](https://scrapfly.io/web-scraping-tools/ja3-fingerprint), [HTTP/2](https://scrapfly.io/web-scraping-tools/http2-fingerprint), [WebGL](https://scrapfly.io/web-scraping-tools/webgl-fingerprint), [canvas](https://scrapfly.io/web-scraping-tools/canvas-fingerprint). Matches the Chrome and Firefox builds target sites expect. // CHALLENGE SOLVING##### Adaptive bypass Handles [Cloudflare](https://scrapfly.io/bypass/cloudflare), [DataDome](https://scrapfly.io/bypass/datadome), [PerimeterX](https://scrapfly.io/bypass/perimeterx) automatically. Detects the challenge type, submits a valid solution. // SESSIONS##### Session intelligence Reuses unblocked stealth-browser sessions when the target allows it, cutting cost without sacrificing success rate. --- PRICING## Credits vary by actual complexity. Scrapfly ASP costs 30+ credits (varies by target). You don't overpay for simple targets. [Full pricing](https://scrapfly.io/pricing). | Configuration | Scrapfly | ScrapeGraphAI | |---|---|---| | Free trial | 1,000 API credits | 50 credits (one-time) | | Anti-bot bypass | Built-in (ASP) | Not available | | JavaScript rendering | Built-in | Requires SmartScraper (10 credits) | | Output formats | HTML, Markdown, Text, Clean HTML | Markdown only (Markdownify) | **Why variable cost wins:** [Zillow](https://scrapfly.io/blog/posts/how-to-scrape-zillow) takes different handling than a basic e-commerce site. Scrapfly's ASP adapts. You don't overpay for simpler targets. [ Start Free · 1,000 credits ](https://scrapfly.io/register) --- ## [Why AI Developers Choose Scrapfly](#why-switch) Building AI agents, RAG systems, or data pipelines? Scrapfly provides the anti-bot bypass reliability and AI features you need for production applications. #### Reliable Anti-Bot Bypass ScrapeGraphAI relies on basic proxy rotation for anti-bot bypass, which fails on sites with Cloudflare, DataDome, or PerimeterX. Scrapfly's ASP uses **full technology ownership** with real browser fingerprints, adaptive challenge solving, and session intelligence. **When anti-bot systems update, we restore bypasses in days, not weeks.** 98% success on protected sites #### [AI-Powered Extraction API](https://scrapfly.io/docs/extraction-api/getting-started) Like ScrapeGraphAI's SmartScraper, Scrapfly offers AI-powered data extraction, but with more flexibility: - **[LLM prompts:](https://scrapfly.io/docs/extraction-api/llm-prompt)** Natural language extraction instructions - **[Auto-extraction:](https://scrapfly.io/docs/extraction-api/automatic-ai)** Detect and extract common data types - **[Templates:](https://scrapfly.io/docs/extraction-api/rules-and-template)** Reusable extraction rules for consistency More flexible than schema-only extraction #### [Bandwidth Optimization with Proxy Saver](https://scrapfly.io/docs/proxy-saver/getting-started) Residential proxies charge $6-15 per GB. At 1 million requests averaging 500KB, you're transferring ~500GB monthly. **[Proxy Saver](https://scrapfly.io/docs/proxy-saver/optimizations)** blocks junk traffic, stubs images/CSS, and caches responses, cutting bandwidth significantly. Significant cost savings per million requests --- FIELD REPORTS## What developers say. [ 4.9/5 · 219 reviews ](https://www.capterra.com/p/212653/Scrapfly/reviews/) [ // FIELD REPORT*"ScrapeGraphAI's SmartScraper is clever but useless on Cloudflare-protected sites. Scrapfly handles both extraction and bypass."* Capterra · previously used ScrapeGraphAI ](https://www.capterra.com/p/212653/Scrapfly/reviews/) // FRICTION REPORT### What teams complain about with ScrapeGraphAI - Silent success-rate degradation after antibot vendor updates - Credit multipliers on "premium" targets blow up invoices - Support tickets routed through tier-1 scripts before real answers // WHAT CHANGES WITH SCRAPFLY### Three things that stop happening - 5 engine deploys/day on real error telemetry — no silent rot - Variable credit cost by actual target complexity — no premium-domain surprise - Every support agent is a web-data developer — no tier-1 script --- MIGRATION## Most teams migrate in under 2 hours. No downtime, no data loss. Run both vendors in parallel during evaluation. - **Sign up for 1,000 free credits** No credit card. Full API access from minute one. - **Install the SDK** Python, TypeScript, Go, or Scrapy. - **Update request parameters** Parameter mapping in the [getting-started guide](https://scrapfly.io/docs/scrape-api/getting-started). - **Test your critical targets** Run Scrapfly alongside ScrapeGraphAI during evaluation. Quick Migration Preview (Python) ``` # ScrapeGraphAI → Scrapfly: AI extraction with anti-bot bypass from scrapfly import ScrapflyClient, ScrapeConfig client = ScrapflyClient(key='YOUR_API_KEY') result = client.scrape(ScrapeConfig( url='https://web-scraping.dev', render_js=True, # JavaScript rendering asp=True, # Anti-bot bypass (ScrapeGraphAI lacks this) format='markdown', # LLM-ready output like Markdownify country='us' )) print(result.content) ``` parallel evaluation · zero downtime \# route 10% of your scrape fleet through Scrapfly, keep 90% on ScrapeGraphAI your\_scraper ──▶ 90% scrapegraphai \# production, untouched └─▶ 10% scrapfly \# eval on real traffic \# after 2 weeks, compare success rate + cost scrapfly 98% $X / 10k credits scrapegraphaStruggles with anti-bot bypass $Y / 10k credits \# flip the ratio when ready your\_scraper ──▶ 100% scrapfly \# migrated STATUS: no integration cutover, no downtime, no surprises FIG. 03 · PARALLEL EVALUATION [ Start Migration ](https://scrapfly.io/register) [ See Benchmark Methodology ](https://scrapeway.com) --- FAQ## Frequently Asked Questions ### Does Scrapfly really hit 98% on protected sites? Yes. [Scrapeway benchmarks](https://scrapeway.com) every major scraping API on identical protected targets, LinkedIn, Walmart, Zillow, Glassdoor. Scrapfly consistently hits 98%. ### Can I test Scrapfly on my targets before committing? Yes. The free plan is 1,000 API credits, no credit card. Test your exact targets before upgrading. ### Why is ScrapeGraphAI expensive? ScrapeGraphAI's pricing can run up due to high credit multipliers on premium features. Scrapfly's ASP costs 30+ credits (varies by target), varying by actual target complexity, you don't overpay for simpler sites. ### How does Scrapfly handle heavy protection? ASP adapts to Cloudflare, DataDome, PerimeterX, Akamai, and custom antibot systems. Real TLS handshake, matching fingerprints, adaptive challenge solving. No manual tuning. ### Why is ScrapeGraphAI not working on my target? Usually insufficient antibot bypass. Cloudflare, DataDome, and PerimeterX have all tightened detection recently. Scrapfly's ASP stays current via daily deploys and holds 98%. ### What happens on a failed request? Scrapfly returns detailed error diagnostics (block, timeout, target issue). Automatic retries handle transient failures. **Failed requests don't cost credits.** ### Does Scrapfly support JavaScript rendering? Yes. Dedicated cloud browser instances handle full JS execution for React, Vue, Angular, SPAs. Enable `render_js`. ### What proxies does Scrapfly include? [Residential and datacenter proxies](https://scrapfly.io/docs/scrape-api/proxy) across 50+ countries, rotating by default. All included in API credits, no separate fees. ### Does Scrapfly have an Extraction API? Yes. The [Extraction API](https://scrapfly.io/docs/extraction-api/getting-started) transforms raw HTML into structured JSON. Auto-extract, LLM prompts, or reusable templates. --- OTHER COMPARISONS## Evaluating multiple vendors? [ // SCRAPINGBEE **View comparison** SUCCESS32% ](https://scrapfly.io/compare/scrapingbee-alternative) [ // ZENROWS **View comparison** SUCCESS58% ](https://scrapfly.io/compare/zenrows-alternative) [ // SCRAPERAPI **View comparison** SUCCESS58% ](https://scrapfly.io/compare/scraperapi-alternative) [ // OXYLABS **View comparison** ](https://scrapfly.io/compare/oxylabs-alternative) [ // BRIGHT DATA **View comparison** ](https://scrapfly.io/compare/brightdata-alternative) [ // CRAWLBASE **View comparison** ](https://scrapfly.io/compare/crawlbase-alternative) [ All comparisons ](https://scrapfly.io/compare) --- // GET STARTED### Run Scrapfly in parallel. Switch when ready. 1,000 free credits, full API access, migration support. Your ScrapeGraphAI integration stays live during evaluation. [ Get Free API Key ](https://scrapfly.io/register) [ See ScrapeGraphAI Benchmark ](https://scrapeway.com) [ Or talk to sales → ](mailto:sales@scrapfly.io?subject=Migration%20from%20ScrapeGraphAI) **Methodology:** [Scrapeway benchmarks](https://scrapeway.com) test scraping APIs using default, out-of-box configurations, the real-world experience developers encounter on day one.