Best Residential Proxy Services for Web Scraping and Testing

There is no universally best residential proxy service for web scraping and testing. Choose based on your permitted targets, required geography, session behavior, protocol, integration needs, data volume, budget, and acceptable-use requirements. Then compare candidates with a small, representative pilot before committing.

Residential proxies route requests through IP addresses presented as residential connections. They can support public web data collection, location-specific market research, ad verification, and tests of how a site appears or responds from a location. A residential IP does not, by itself, make an activity lawful, authorized, undetectable, or compliant.

How to choose a residential proxy

Start with the work the proxy must support, then check the service details that can change the outcome and cost.

Decision	What to check	Why it matters
Target geography	Country, city, state, ZIP code, carrier, ASN, or other required region; verify the exact locations are available now.	A country-level option may not be precise enough for a localized test.
Session behavior	Rotation per request or interval, sticky sessions, and static/ISP options.	Some workflows need a consistent address for a session; others need controlled rotation.
Protocols and integration	HTTP(S), SOCKS5, HTTP/3, client compatibility, and setup requirements.	Protocol support affects whether the service fits your existing clients and infrastructure.
Cost model	Price per GB, minimum spend, included traffic, top-ups, trial terms, taxes, and traffic accounting.	Response sizes and monthly minimums can make an advertised unit price misleading.
Operational controls	Concurrency, targeting controls, management API or dashboard, support, onboarding, KYC, and target restrictions.	Controls and approval steps affect rollout and ongoing operations.
Sourcing and governance	Ask how IPs are sourced; review acceptable-use rules, privacy statements, and abuse controls.	Provider disclosures are useful, but are not independent audits of every traffic source.
Pilot performance	Successful responses, latency, usable data yield, error categories, and actual spend on the same workload.	Provider marketing figures are not comparable independent benchmarks.

Residential proxy services compared

The services below document different features, and the available research does not establish a universal winner. Network sizes, success rates, sourcing descriptions, and prices below are vendor-published claims, not independently verified comparisons. Product details and prices can change; confirm them with the provider before purchase.

Bright Data

Bright Data lists data center, static residential, residential, and mobile networks. Its residential offering describes rotating proxies for sophisticated targets and lists HTTP/S and SOCKS5. The provider says targeting can include country, city, ZIP code, carrier, and ASN. Its pricing FAQ says pay-as-you-go is available; its FAQ also says KYC applies before residential or mobile network use.

Bright Data describes public-data scraping, price comparison, market research, ad verification, SEO monitoring, and security testing as use cases. It describes its residential IP model as voluntary app-user opt-in, with compensation or app benefits. These are provider descriptions. Bright Data advertised “Over 400M+ monthly residential proxy IPs” on a page accessed 2026-10-03; that figure is not an independent measurement.

SOAX

SOAX describes country- and city-level geotargeting, rotation options, and a Web Optimizer for error handling and browsing stability. Its explanatory page distinguishes static residential/ISP proxies, which keep an address during a session, from rotating residential proxies, which change an address by request or interval. It lists market research, localized price comparisons, ecommerce scraping, ad verification, monitoring, website-availability checks, and connection-speed tests.

SOAX states its network covers more than 195 locations, while also noting that Texas is excluded; coverage and availability are provider claims that should be checked for the exact location you need. Its page displayed a $1.99 trial at research time. SOAX also describes an internet connection test as a potential use: “Proxy servers help businesses improve their website performance for better customer experience: for example, you can check your website availability in a specific location or test connection speed.” This is the provider’s statement, not an independent finding.

Oxylabs

Oxylabs lists HTTP(S), HTTP/3, and SOCKS5; sticky sessions and rotation; and targeting by country, city, state, continent, ZIP code, coordinates, and ASN. Its page says advanced filters include IP version and platform/OS and may require KYC. The provider describes its residential sourcing as involving consenting, informed, fairly compensated users.

Oxylabs advertised “175M+” residential proxies across 195 countries and an average 99.95% success rate on its product page accessed 2026-10-03. These are Oxylabs claims, not comparative test results. The page displayed monthly self-service plans of 5 GB at $6/GB ($30 total), 20 GB at $5/GB ($100), 125 GB at $4/GB ($500), and 1 TB at $2.50/GB ($2,500); VAT may apply. Confirm current checkout pricing, traffic definitions, plan conditions, and location availability.

Smartproxy

Smartproxy’s responsible-use page describes privacy protection, fair usage, and an internet-sharing app with user opt-in. It lists business uses including ad verification, market research, ecommerce price monitoring, and large-scale proxy workflows. Smartproxy claims an average 99.5% success rate, over 650 billion proxy requests monthly, and pay-as-you-go per-GB or unlimited monthly billing options. These are vendor claims; the research did not independently test performance or establish which current plans the claims cover.

Which proxy should I use for scraping?

Use the selection criteria to shortlist services rather than picking by advertised pool size. For an authorized workflow that requires detailed location targeting, compare the exact location controls available from Bright Data and Oxylabs. For a workflow where you need to choose between session continuity and address rotation, review SOAX’s static-versus-rotating explanation alongside each candidate’s session controls. For a small trial or different billing structure, inspect SOAX’s displayed trial and Smartproxy’s described billing options, then verify current terms.

These are starting points, not endorsements or a performance ranking. Compare all shortlisted providers on the same permitted workload and on total expected spend. Check data volume, geography, request patterns, response sizes, and error handling before estimating a monthly cost.

Static residential vs rotating residential proxies

A static residential or ISP address remains constant during a session, according to SOAX’s explanation. A rotating residential address changes per request or at set intervals. In practical terms, use session continuity when the workflow needs several related requests to come from one address; consider rotation controls when requests should use changing addresses. Validate the behavior with your client and target workflow, and follow the provider’s rules and the target’s policies.

Do not treat rotation as a way to bypass access controls. If a site blocks or limits requests, stop and determine whether your use is allowed and whether you should use an official API, seek permission, or reduce request volume.

Run a representative pilot

Confirm permission. Check applicable law, contracts, site policies, privacy obligations, and the proxy provider’s acceptable-use restrictions. Publicly reachable information is not automatically unrestricted for collection.
Write down requirements. List target domains, locations, protocol, required session length, request volume, expected response size, and acceptable latency and error rates.
Shortlist providers. Verify the exact city or region, session behavior, protocols, onboarding or KYC, traffic terms, support route, and current price.
Use the same small workload. On targets where collection is permitted, issue a representative set of requests from each candidate during comparable time windows. Keep request patterns and payloads consistent.
Measure useful results. Record successful responses, latency, usable data yield, status and error categories, reconnects, and actual billed traffic and spend. Define success before running the pilot.
Estimate monthly cost. Multiply the observed traffic and spend by expected volume, accounting for minimum commitments, taxes, top-ups, and response size variation. Check whether provider billing counts both request and response traffic.
Review governance and operations. Keep provider terms and sourcing disclosures on record, confirm any KYC requirements, and set request limits, monitoring, and a stop condition for unexpected errors or spend.

A pilot is most useful when it resembles production but is small enough to cap cost and traffic. Do not extrapolate a vendor-reported success rate into your target, geography, or workload.

Cost, performance, and reliability

Residential proxy prices are often tied to traffic volume, so total cost depends on response sizes as well as the number of requests. Compare the plan’s minimum spend, included traffic, overage or top-up rates, traffic accounting, trial conditions, and taxes. Oxylabs’ prices above are a dated snapshot accessed 2026-10-03, not a guarantee of current rates. Bright Data’s pricing FAQ confirms a pay-as-you-go option, but the captured material did not provide a directly comparable price.

For performance, measure latency and usable results on your own permitted workload. Vendor success-rate claims use provider-defined metrics and may cover different products or conditions. Track errors by type: timeouts, connection failures, blocked or challenged responses, and target-side changes require different responses. Keep retries bounded with backoff, avoid retry storms, and make jobs safe to resume where possible.

For reliability, separate proxy connection health from target availability and application errors in logs. Preserve enough request metadata to diagnose issues without retaining unnecessary personal data. Set concurrency and traffic ceilings, monitor spend, and stop a run when results or cost depart from the pilot assumptions.

Sourcing, acceptable use, and legal checks

Ask providers how residential traffic is obtained and what consent and compensation processes they use. Bright Data describes voluntary app-user opt-in with compensation or benefits; Oxylabs describes consenting, informed, fairly compensated users; Smartproxy describes an opt-in internet-sharing app. These statements come from the providers and are not independent audits of each traffic source.

Residential proxies are a routing service, not permission to access a site or collect its data. Whether a task is permitted depends on the jurisdiction, target rules, collected data, and method. Review applicable law and contracts, target-site policies, privacy obligations, and provider acceptable-use terms. Provider statements about legality are not legal advice for your project.

Screenshot-specific testing: an alternative to proxies

If the testing task is to see how a page renders as a screenshot, a residential proxy may be unnecessary. ScreenshotNeo is a website screenshot API and MCP server from Yorker Media. It takes a URL and returns a PNG, JPEG, WebP, or PDF. It is the first alternative to try for screenshot work when you want clean captures: it removes known consent banners, newsletter popups, and chat widgets before capture, and only clean shots are billed.

For location-specific testing that genuinely requires residential routing, compare proxy services above. For screenshot capture itself, ScreenshotNeo provides browser capture options including device presets, custom viewports, geolocation, custom headers and cookies, wait conditions, element capture, and PDF settings. See the ScreenshotNeo API documentation for setup and parameters.

ScreenshotNeo pricing is Free for 1,000 shots/month with no card; Starter is $5 for 3,000, Growth $15 for 15,000, Pro $39 for 60,000, Scale $99 for 250,000, and Business $249 for 1,000,000. Yearly billing gives two months free, and every feature is on every plan.

Or skip the browser setup

Make one GET request to capture a URL with ScreenshotNeo. Replace the API key with your key and the URL with the page you want to capture. See the API documentation for supported options.

curl -G "https://api.screenshotneo.com/v1/shot" -d access_key=YOUR_API_KEY --data-urlencode url=https://stripe.com -o shot.webp

import requests
r = requests.get("https://api.screenshotneo.com/v1/shot", params={"access_key": "YOUR_API_KEY", "url": "https://stripe.com"}, timeout=90)
open("shot.webp", "wb").write(r.content)

const q = new URLSearchParams({ access_key: 'YOUR_API_KEY', url: 'https://stripe.com' });
const res = await fetch(`https://api.screenshotneo.com/v1/shot?${q}`);

Cookie banners, popups, and chat widgets are removed before the shot.
Bot checks, blank pages, and failed loads are never billed; response headers report the page verdict and billing status.
An MCP server lets AI agents using Claude, Cursor, or any MCP client take screenshots.
1,000 screenshots each month are free with no card; paid plans start at $5 for 3,000.

Troubleshooting

Symptom	Likely cause	What to check
Connection or authentication fails	Incorrect endpoint credentials, unsupported protocol setup, or account onboarding not complete.	Recheck host, port, username/password format, protocol configuration, and account status. Confirm KYC steps if the product requires them.
Requests fail only for one location	The requested city, carrier, ZIP code, or other target may not be available or enabled.	Verify current coverage and whether your plan supports that targeting level; test a supported broader region if suitable.
A multi-request flow loses continuity	Rotation may occur between requests or the sticky-session duration may be too short.	Check the provider’s session controls and the client configuration; test a session duration matching the workflow.
Results vary despite unchanged code	Target content, time, geography, session behavior, or provider routing may vary.	Log location and session settings, compare a controlled sample, and distinguish target changes from proxy errors.
Unexpected traffic costs	Large responses, retries, or plan billing rules increased metered usage.	Check provider traffic accounting, response sizes, retry counts, and minimums; enforce request and spend limits.
Blocks or challenge pages appear	The target may restrict the request, or the collection pattern may not be permitted.	Do not attempt to bypass access controls. Review authorization and target rules, reduce or stop traffic, and use an approved access method.
KYC delays setup	Residential/mobile use or advanced targeting may require identity or business verification.	Check onboarding requirements before selecting a provider or scheduling deployment.

FAQ

Are residential proxies inherently legal?

A proxy is a technical routing service; whether a particular use is allowed depends on relevant law, contracts, site policies, data, and methods. SOAX’s general legal statements are provider-authored and are not legal advice for a specific project.

Are provider success rates independently verified?

Not in the research used for this comparison. The cited success rates and network statistics are claims published by the providers, and no comparable independent benchmark was found.

What can I use residential proxy servers for?

Provider-described uses include public web data collection, localized market research and price comparisons, ad verification, and location-specific checks of website availability or rendering. Confirm that your particular target and method are permitted.

Does a residential proxy make a screenshot?

No. A proxy routes network requests. If the task is to capture a page as an image or PDF, use a browser capture workflow or a screenshot API such as ScreenshotNeo.

Sources

Bright Data pricing and FAQ and Bright Data residential proxies.
SOAX residential proxies and its explanatory material on static and rotating residential proxies.
Oxylabs residential proxy pool.
Smartproxy residential proxies and its responsible-use information.