Best Residential Proxy Provider for Web Scraping: What to Look For and a Concrete Recommendation

Choosing a residential proxy provider for web scraping comes down to a few factors that matter in practice: IP pool size and geographic spread, session control, protocol support, pricing structure, and how the provider handles anti-bot detection. Most people asking this question are either running scrapers at scale and hitting blocks, or they are evaluating options before committing to infrastructure costs. Here is a structured breakdown of what separates good from bad, and a specific recommendation at the end.

What actually matters when picking a residential proxy provider

Residential proxies route your requests through real consumer IP addresses rather than datacenter ranges. Targets like e-commerce platforms, social networks, and search engines actively block datacenter IPs, which is why residential proxies exist. But not all residential networks are equivalent. The variables that determine real-world performance are:

• Pool size and freshness. A large pool means lower collision rates — fewer requests hitting the same IP in a short window. Stale IPs that have already been flagged hurt success rates regardless of pool size claims.
• Geographic distribution. If you are scraping localized content — pricing by region, search results by country, or geo-restricted pages — you need granular country and city targeting, not just a generic pool.
• Session control. Some scraping tasks need a fresh IP on every request to avoid fingerprinting. Others need session continuity — logging into an account, navigating paginated results, or holding a cart session. Providers that only offer one mode force you to work around their limitations.
• Protocol support. HTTP proxies work for most scraping, but SOCKS5 support matters when you are routing non-HTTP traffic or working with tools that require lower-level protocol access.
• Pricing model. Per-GB pricing is generally more predictable for scraping workloads than credit-based systems, which can compound unexpectedly when retries increase bandwidth consumption.
• Anti-bot and JS rendering capability. For targets that use Cloudflare, Akamai, or similar systems, raw proxy access is often not enough. A scraping API layer that handles JavaScript rendering and CAPTCHA solving