The Best Proxy Providers for Large-Scale Scraping for 2026

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As businesses and researchers rely ever more on web data, large-scale scraping has become a mission-critical activity in 2026. The success of such projects hinges on choosing the right proxy provider—one with global coverage, high reliability, powerful anti-bot capabilities, and strong compliance. In this article, we compare industry leaders: Bright Data, Oxylabs, Smartproxy, and NetNut.

Why Use Proxies for Large-Scale Scraping?

At scale, web scraping quickly hits obstacles like geo-restrictions, IP bans, and CAPTCHAs. Robust proxies allow you to rotate identities, reach any region, and bypass sophisticated anti-bot systems, all while protecting your infrastructure from blocks and blacklisting.

Bright Data

Bright Data offers a one stop for all proxy solutions tailored for enterprises and developers scaling web data extraction. Its ethically sourced, diverse proxy types—including residential, mobile, datacenter, and ISP—empower users with unparalleled geo-targeting, compliance, and anti-bot tools. The intuitive dashboard and advanced Proxy Manager streamline identity rotation, session control, and granular targeting for even the most challenging sites.

Key use case: Best for enterprise-grade, compliance-driven, and high-volume scraping across global sources.

Top features:

• Massive pool of 150M+ IPs across 195+ countries for unmatched reach.
• Leading-edge compliance and legal oversight for ethical scraping.
• Advanced anti-bot technology (built-in CAPTCHA solving, intelligent rotation).
• Proxy Manager simplifies workflow and boosts performance for any scale.
• 24/7 expert support and dedicated onboarding for enterprise clients.

Pricing:

• Free trial available
• Pay-as-you-go and monthly subscription options
• Customized enterprise pricing available

Pro: Industry-leading tools and reliability for high-volume, complex scraping.
Con: Some tools may feel advanced for beginners.

Oxylabs

Oxylabs provides AI-powered scalability with a comprehensive suite of proxy and scraping tools. Their robust selection of residential, datacenter, and mobile proxies is matched by advanced API options and automation tools, making efficient, AI-integrated scraping accessible to all users.

Key use case: Ideal for businesses and researchers managing both small and large-scale scraping with AI and machine learning demands.

Top features:

• One-stop data collection and proxy rotation platform.
• OxyCopilot for automated scraping and parsing requests via AI.
• Over 177 million global proxies across 195 countries.
• Simple integration with frameworks like Puppeteer and broad language support.

Pricing:

• Free trial (Up to 2,000 results)
• Micro: \$49/month
• Starter: \$99/month
• Advanced: \$249/month

Pro: Powerful automation and integration with AI-driven workflows.
Con: Focused on professional users; cost may be high for individuals.

Infatica

Infatica delivers a stable, scalable proxy infrastructure with millions of residential, datacenter, and mobile IPs. Its intuitive dashboard provides easy geo-targeting (country, city, ASN), making Infatica ideal for ad verification, market research, and mid-scale scraping operations.

Key use case: Well-suited for mid-sized agencies and researchers focused on ad verification, basic crawling, and targeted web data sourcing.

Top features:

• Reliable pool of 10M+ diverse IPs, with flexible targeting.
• Rotating IP options to avoid blocks and maintain scraping continuity.
• GDPR-compliant platform with privacy transparency.
• Simple, user-friendly dashboard for easy setup and management.

Pricing:

• Starts from $96/month for residential proxies
• Tiered monthly plans for diverse user needs
• Free trial available

Pro: Affordable, stable platform with good targeting for common scraping needs.
Con: Smaller proxy pool and less advanced anti-bot protection for heavy-duty scraping.

NetNut

NetNut stands out with direct-to-ISP connectivity and a focus on high-speed, stable residential proxies. It’s designed for continuous, long-running scraping at scale, with enterprise-grade privacy practices and easy API-based management.

Key use case: Perfect for businesses needing fast, always-on proxies for real-time data monitoring and content aggregation.

Top features:

• 1M+ residential/ISP IPs with low-latency connections.
• Direct aggregation reduces failure rates and improves speed.
• Strong privacy thanks to ISP-level network control.
• Simple API and management interface for quick deployment.

Pricing:

• Starting at ~$350/month, volume-based plans
• Custom pricing for enterprise and high-scale use

Pro: High stability and speed ideal for always-on, large-scale scraping.
Con: Smaller network size; fewer advanced anti-bot features.

Conclusion

For large-scale web scraping in 2026, Bright Data stands out thanks to its world-leading proxy diversity, transparent compliance, and innovative management features. While alternatives like Oxylabs and Infatica offer value, Bright Data is best-in-class for organizations demanding reliability, global reach, and future-proof infrastructure.