Web scraping is a technique that uses automated programs to extract publicly available data from websites. It is widely used in scenarios such as market research, price monitoring, and large-scale data analysis.
In 2026, from e-commerce price monitoring and competitive intelligence to AI model training datasets, more companies rely on automated data collection to obtain public information.
However, modern anti-scraping systems have also become more sophisticated. Many websites now detect and block bots through IP rate limits, request frequency monitoring, behavioral analysis, and device fingerprinting. Residential proxies have become a critical infrastructure for data scraping projects. By sending requests through real household IP addresses, residential proxies closely mimic normal user behavior and significantly reduce the risk of being blocked.
In this guide, we compare the most popular residential proxy providers in 2026 and help you choose the best proxy solution for your web scraping needs.
What Are Residential Proxies ?
A residential proxy is an IP address assigned by an Internet Service Provider (ISP) to a real residential device. Compared with datacenter proxies, residential proxies provide several major advantages:
1. Higher Authenticity
Residential IPs originate from real household networks, making them appear more like legitimate user traffic.
2. Lower Block Rates
Many websites prioritize blocking datacenter IP ranges, while residential IPs are significantly harder to detect.
3. Richer Geographic Coverage
High-quality residential proxy providers offer IPs across multiple countries and cities, enabling region-specific data collection.
4. Better for Large-Scale Scraping
With rotating IP mechanisms, large numbers of requests can be distributed across different addresses, reducing the risk of detection.
For these reasons, residential proxies have become the standard infrastructure for e-commerce scraping, SERP data collection, and market intelligence gathering.
III. Best Residential Proxy Providers for Web Scraping in 2026
When choosing a residential proxy provider, the following factors are typically the most important:
- IP Pool Size – Larger pools reduce the risk of detection
- IP Rotation Mechanism – Helps avoid rate limits and blocks
- Geographic Coverage – Important for region-specific data collection
- Success Rate – Determines long-term scraping stability
- Pricing Model – Must match your project scale
- Below is a detailed analysis of the leading providers.
1. Bright Data
Bright Data is one of the most well-known proxy providers in the industry. Its residential proxy network is massive, offering over 150 million ethically sourced residential IPs across 195 countries.
According to third-party benchmarks, Bright Data delivers excellent performance, with average response times around 350ms and success rates between 97% and 99%. Its fraud scores are extremely low, indicating well-maintained IP resources.
Additionally, Bright Data offers a wide range of developer tools, including APIs and automated data collection solutions.
Pros
- One of the largest residential proxy networks globally
- Advanced data scraping tools such as Web Unlocker
- Enterprise-grade stability and high success rates
Cons
- Expensive pricing, starting around $4/GB
- Complex dashboard and configuration for beginners
Best for:
Large enterprises dealing with complex anti-bot systems and high-value data extraction projects.
2. Oxylabs
Oxylabs is another industry-leading proxy provider widely used in AI data collection, market research, and large-scale scraping operations.
Its residential proxy network includes over 100 million IPs across 195 countries. Benchmark tests show that Oxylabs performs particularly well on high-security websites, with success rates around 90–92%.
Although its response time (about 1.4–1.8 seconds) is slightly slower than Bright Data, Oxylabs focuses on maintaining consistent scraping success rates under strict anti-bot systems.
Pros
- Extremely large residential IP pool
- Strong performance on highly protected websites
- Provides AI data collection and scraping APIs
Cons
- Premium pricing between $8–$15/GB
- Not ideal for smaller teams with limited budgets
Best for:
Enterprise data teams and advanced scraping projects requiring strong anti-detection capabilities.
3. IPFoxy
IPFoxy is a fast-growing proxy provider that offers a balanced solution between stability and affordability. It has gained increasing attention among developers working with web scraping and multi-account environments.
IPFoxy provides over 90 million residential IPs across 200+ countries and regions. Its rotating residential proxies start at around $0.8/GB, making it a cost-effective option for many scraping teams.
The platform focuses heavily on clean IP resources and low abuse rates, which helps reduce detection risks on platforms such as social media sites, advertising platforms, and data sources.
Pros
- Stable residential proxy network with coverage in 200+ regions
- Competitive pricing and scalable rotating proxies
Strong emphasis on IP quality and low abuse rates
ConsPricing is optimized for large-scale or long-term buyers
Does not provide out-of-the-box scraping APIs like Web Unlocker
Best for:
Teams looking for a cost-effective residential proxy solution for scraping, automation, and multi-account environments.
4. NetNut
NetNut offers residential proxies based on direct ISP connectivity, which allows for faster speeds and lower latency.
The platform operates over 85 million rotating residential IPs and uses a smart rotation engine designed to adapt dynamically to anti-bot defenses.
Its rotating residential proxies start around $1.59/GB, offering strong stability for high-volume scraping tasks.
Pros
- High network stability and fast connection speeds
- IPs sourced directly from ISPs
- Provides AI and web scraping APIs
Cons
- Smaller IP pool than top-tier competitors
- Setup can be more complex for beginners
- Documentation may require extra time to integrate
Best for:
High-concurrency scraping tasks requiring consistent connection performance.
5. IPRoyal
IPRoyal is known for its flexible pricing and accessibility, making it popular among small and mid-size scraping teams.
Its residential proxy pool includes 32 million IPs across 195 countries. Third-party tests show 93% uptime and response times between 0.5 and 0.8 seconds, providing reasonable performance.
Residential proxies are priced around $7/GB, which makes them suitable for smaller projects.
Pros
- Flexible pricing and pay-as-you-go plans
- Sticky sessions from seconds to 7 days
- Beginner-friendly setup
Cons
- Smaller IP pool
- Slightly lower stability compared to enterprise solutions
- May require additional optimization for difficult targets
Best for:
Small to medium web scraping projects with moderate traffic requirement
Conclusion
As anti-scraping technologies continue to evolve, residential proxies have become essential infrastructure for reliable web data collection.
Enterprise providers like Bright Data and Oxylabs offer powerful solutions for large-scale scraping operations, while platforms such as IPFoxy provide a more balanced approach between cost and stability.
When selecting a proxy provider, evaluate your scraping scale, budget, and reliability requirements to find the best solution for your project.
Top comments (0)