Bright Data vs Scrapfly
Comparing architecture, runtime limits, open-source licenses, and monthly costs for autonomous agent pipelines.
Detailed Specifications & Compatibility Matrix
Extracted directly from GitHub REST API & official developer documentation
| Technical Feature / Metric | Bright Data | Scrapfly |
|---|---|---|
| Developer / Organization | Bright Data Ltd. | Scrapfly SAS |
| Open-Source Engine | ✕ Proprietary Cloud | ✕ Proprietary Cloud |
| GitHub Stars (Repo/SDK) | Proprietary / Closed Core | Proprietary / Closed Core |
| Core Repository Language | Cloud API | Cloud API |
| Supported SDK Clients | ||
| Self-Hosted Deployment | Hosted Only | Hosted Only |
| Docker / Container Ready | ✓ Official Image | Managed |
| Model Context Protocol (MCP) | ✓ Native MCP | ✓ Native MCP |
| Billing Architecture | usage based | usage based |
| Developer Free Tier | ✓ Yes Free trial credits for developers | ✓ Yes 1,000 free API credits |
| Entry Paid Tier (Monthly) | $15 USD / mo | $30 USD / mo |
| Pricing & Cost Architecture | Pay-as-you-go starts at $0/mo commitment ($1.50 per 1,000 page loads or $8.40/GB residential proxy). Growth subscriptions start at $499/mo for high-volume enterprise scraping. | Free trial provides 1,000 initial API credits. Discovery plan starts at $30/mo for 200,000 API credits (basic request = 1 credit; JS rendering + residential proxy = 5-25 credits). |
| Key Engineering Insight | Operates one of the world's largest peer-to-peer residential proxy networks with over 72 million ethically sourced IPs across 195 countries. | Uses custom-patched Chromium instances to mimic real residential JA3/TLS browser fingerprints, bypassing Cloudflare Turnstile and DataDome automatically. |
Strengths & Trade-Offs
Objective engineering evaluation of both platforms
Bright Data Evaluation
Key Advantages
- ✓ Unmatched residential proxy coverage: 72M+ IPs across every country, city, and ASN worldwide
- ✓ Web Unlocker technology automatically detects and bypasses CAPTCHAs, bot detectors, and rate limits
- ✓ Pre-built Scraping Browser with remote CDP (Chrome DevTools Protocol) compatibility for AI agents
Limitations & Trade-Offs
- ✕ Enterprise-grade pricing structure can be steep for solo developers and small experimental projects
- ✕ Dashboard and proxy zone configuration has a steeper learning curve compared to simple single-endpoint APIs
Scrapfly Evaluation
Key Advantages
- ✓ Advanced Anti-Scraping Protection (ASP) with automated residential proxy rotation and CAPTCHA solving
- ✓ Direct markdown format extraction parameter (&format=markdown) built specifically for LLM ingestion
- ✓ Full JavaScript rendering engine supporting custom pre-scrape evaluate scripts and scroll triggers
Limitations & Trade-Offs
- ✕ Advanced proxy and headless browser features consume between 5 and 25 API credits per request
- ✕ Strictly cloud-hosted API; no on-premise Docker deployment option
Source Quotes
Direct excerpts from official documentation backing our extracted specifications
Bright Data Documentation Proof
"Pay as you go starts with zero monthly commitment; standard plans start from $15/mo up to enterprise scale."
"Free trial available for developers to test proxy zones and Web Unlocker."
"Cloud proxy architecture with local client proxy managers and Docker support."
Scrapfly Documentation Proof
"Discovery plan starts at $30/mo with 200,000 API credits and unlimited concurrency."
"Free trial includes 1,000 credits to test all features and proxy networks."
"Fully managed cloud infrastructure; integrations available via SDKs and REST."
Frequently Asked Questions: Bright Data vs Scrapfly
Architectural trade-offs and decision criteria
Is Bright Data or Scrapfly cheaper for developers?
Bright Data has a starting price of $15/mo (usage based), while Scrapfly starts at $30/mo (usage based). Bright Data includes a free tier (Free trial credits for developers). Scrapfly offers a free tier (1,000 free API credits).
Can I self-host Bright Data and Scrapfly in my own infrastructure?
Bright Data is a cloud-managed service only. In comparison, Scrapfly is proprietary cloud infrastructure.
Do Bright Data and Scrapfly support the Model Context Protocol (MCP)?
Bright Data has native support for MCP servers. Scrapfly fully supports Model Context Protocol integrations.
Which programming languages have official SDKs for Bright Data vs Scrapfly?
Bright Data provides official SDKs in: python, typescript, java, csharp, curl. Meanwhile, Scrapfly supports: python, typescript, go, curl.