Residential Proxies for Web Scraping: Setup, Cost and API Fit

Residential proxies route your scraper's requests through exit IPs assigned by consumer internet service providers. They can provide the regional route or changing exit your collection job needs. You still need to retrieve the right page, manage the request flow and validate the data.

Keep your existing scraper with ScrapingAnt residential proxies: HTTP/HTTPS, country/state/city targeting, optional sticky sessions and unlimited concurrency. Direct access starts at $30/month for 5 GB ($6/GB); the volume offer is $3,000/month for 1,000 GB ($3/GB). If you want managed retrieval and rendering instead, choose the separate Web Scraping API described below.

Updated October 16, 2026

Originally published June 2, 2024. Product interfaces, prices and credit costs were checked against primary sources. Integration examples were verified offline; no new proxy requests or comparative performance tests were run for this update.

What Are Residential Proxies?

A direct residential proxy sits between your HTTP client or browser and the destination. Your client sends requests through the proxy gateway, and the target sees a residential exit IP. For geographic collection, the exit location becomes part of the configuration; for related requests, session behavior matters too.

A residential exit does not render JavaScript, parse records or guarantee that a target accepts your request. Start with an authorized feed or your existing connection if it already supplies the data. Add residential routing when the collection job needs it.

Why Use Residential Proxies for Web Scraping?

Use them for concrete workflow needs:

• Regional data: request a country, state or city, then validate the page's location, currency and locale.
• Independent page collection: rotate exits while your own workers fetch and parse pages, within the target's rate limits.
• Short related sequences: keep cookies and a sticky ID together when steps depend on a consistent exit. ScrapingAnt documents sessions up to 10 minutes; plan recovery for expiry or a peer disconnect.

For example, a price-monitoring record should contain the product identity, requested region, returned currency and collection time. A changed IP or HTTP 200 alone does not establish that the price belongs in your dataset.

Residential Proxy API for Web Scraping

Direct proxy or managed API?

“Residential proxy API” can refer to different interfaces. ScrapingAnt's direct residential product is a standard proxy connection; the Web Scraping API is an HTTP service that retrieves a destination URL for you. Choose by the work you want to keep in your application.

Decision	Direct residential proxy	Managed Web Scraping API
Request path	Your client → residential gateway → target	Your client → ScrapingAnt API → target
Connection	Proxy host, port and residential username/key	API endpoint, destination url and API token
Your application handles	Fetching/browser, cookies, retries, parsing and validation	Request parameters, result parsing and validation
JavaScript	Run your own browser if needed	Request managed browser rendering
Location controls	Country/state/city in proxy username	Documented proxy_country and proxy_type parameters
Billing unit	Monthly transferred GB allowance	API credits, depending on request mode

Choose direct ScrapingAnt residential proxies when your scraper already works and needs residential exits. Keep your HTTP library, parser and worker orchestration; no vendor SDK is required. All listed residential tiers include unlimited concurrency and 24/7 support. Set your own concurrency limits for the destination and monitor bandwidth.

Choose the ScrapingAnt Web Scraping API when you want managed retrieval and Headless Chrome rendering. Its residential mode uses proxy_type=residential; it does not turn an API subscription into a standalone proxy GB plan. Do not copy direct-proxy sessionid, state or city username syntax into API parameters.

How to Get Residential Proxies

Open residential account settings, choose the monthly bandwidth allowance and obtain the residential username and key. The buying and first-request walkthrough covers estimating traffic, safe credential handling and a curl connection check before adding workers.

For a functioning Python Requests scraper, start with the integration below. For managed API retrieval, skip to the API example and calculate API credits separately.

Integrate Direct Residential Proxies with Python

Install requests in your project's virtual environment. This interactive example prompts for the full targeted username, such as customer-USERNAME-country-us, and the residential key. It uses the documented HTTP proxy on port 8080 to tunnel to an HTTPS destination. The proxy connection itself is plain HTTP; if your application requires TLS to the proxy as well, use a client configured for the documented HTTPS endpoint on port 443 and validate that client's support.

from getpass import getpass
from urllib.parse import quote

import requests

username = input("Full residential proxy username: ").strip()
key = getpass("Residential proxy key: ")
proxy = (
    f"http://{quote(username, safe='')}:{quote(key, safe='')}"
    "@residential.scrapingant.com:8080"
)

try:
    with requests.Session() as client:
        client.trust_env = False
        response = client.get(
            "https://scrapingbin.link/ip",
            proxies={"http": proxy, "https": proxy},
            timeout=(10, 20),
            allow_redirects=False,
        )
except requests.RequestException:
    raise RuntimeError("Proxy connection failed; credentials redacted") from None
if response.status_code != 200:
    raise RuntimeError(f"IP check returned HTTP {response.status_code}")
result = response.json()
print(result)  # Inspect locally; redact the exit IP before sharing.

Both proxy dictionary keys point to the same HTTP gateway: they select destination schemes, not two different proxy products. URL-encode credentials as shown so characters such as @ or : do not break the proxy URL. The Requests timeout bounds connection and read waits; it is not a total job deadline. Add a separate job limit before scaling. Keep credential-bearing proxy URLs and exception logs out of shared output. For unattended work, load secrets from a protected configuration or secret manager instead of hardcoding them.

The official proxy setup reference owns the endpoint and username syntax. Omit sessionid for independent rotating requests. For a related sequence, append a value such as -sessionid-flow123, keep the same targeting and reuse your client's cookies. Changing the ID requests a different exit; a sticky ID is not a permanent IP or a substitute for cookies.

Integrate the managed API separately

The API request reference documents https://api.scrapingant.com/v2/general and the x-api-key query parameter. Use your Web Scraping API token, not the residential proxy key. This example explicitly disables the browser so it uses the documented simple residential mode:

from getpass import getpass

import requests

api_key = getpass("Web Scraping API token: ")
try:
    response = requests.get(
        "https://api.scrapingant.com/v2/general",
        params={
            "url": "https://example.com",
            "x-api-key": api_key,
            "proxy_type": "residential",
            "proxy_country": "US",
            "browser": "false",
        },
        timeout=(10, 90),
        allow_redirects=False,
    )
except requests.RequestException:
    raise RuntimeError("API connection failed; request URL redacted") from None
if response.status_code != 200:
    raise RuntimeError(f"API returned HTTP {response.status_code}")
print("API credits:", response.headers.get("Ant-credits-cost"))
html = response.text

Set browser to "true" for managed JavaScript rendering; rendering is enabled by default if you omit it. The API token is carried in the request URL under this documented authentication method, so redact URLs from logs, error reports and monitoring. Validate the returned HTML against the fields you need before counting a useful result.

Residential GB versus API Credits

These are separate products and purchase units. The API's free-credit offer does not provide a direct residential bandwidth allowance.

Purchase or request mode	Published allowance or cost	What to budget
Direct Micro	$30/month for 5 GB ($6/GB)	Transferred bandwidth through your own client
Direct Business	$1,750/month for 500 GB ($3.50/GB)	Full monthly commitment and actual utilization
Direct Enterprise	$3,000/month for 1,000 GB ($3/GB)	Full monthly commitment for the volume rate
API residential, browser=false	25 credits per documented simple request	API plan credits and request attempts
API residential, JavaScript rendering	125 credits per documented rendered request	API plan credits for the rendering mode

See the current residential bandwidth plans and API credit schedule. The API response's Ant-credits-cost header reports credit cost; direct-proxy GB should be reconciled with the residential account meter.

For a planning example, 100,000 responses × 200 KB = 20 GB in decimal units, before request traffic, headers, retries and browser assets. Under the listed API schedule, 100,000 simple residential requests represent 2.5 million credits; 100,000 rendered residential requests represent 12.5 million credits. These are arithmetic scenarios, not measured results, a GB-to-credit conversion or a guarantee of accepted records. Match an API allowance to the mode you need, then include your own compute and operating costs when comparing it with direct proxies.

For an existing scraper, choose a residential GB plan. For managed retrieval, compare Web Scraping API plans.

Best Practices for Using Residential Proxies for Web Scraping

Start with a small authorized workload, a traffic budget and a definition of an accepted record. Capture attempts, failures, retries and usable results in your own job metrics; keep credentials out of them. Check status, content type, required fields, freshness and regional markers. Back off on 429 responses, bound retries and cache results that do not need refreshing.

For browser work, remove unnecessary asset downloads only after confirming they are not needed to render your data. Keep cookies, targeting and the sticky ID aligned for related steps, and recover safely when continuity is lost. Review the target's access rules and handle collected data appropriately.

The existing October 15 connection check supports only a small owned-endpoint sample: 16 successful requests, six rotating exits and two sticky IDs observed over about 40–42 seconds. It does not establish geolocation accuracy, production success, full session duration or comparative performance. Its 500 response-body bytes and 4 MB reserved guard are not a provider billing measurement.

Need Residential Proxies for Web Scraping? Choose ScrapingAnt

ScrapingAnt is a strong fit when you already run the scraper and want standard HTTP/HTTPS integration, country/state/city targeting, rotation or short sticky sessions, unlimited concurrency and a clear monthly allowance. Start with $30/month for 5 GB when that fits your forecast; choose 500 GB for $1,750/month or 1,000 GB for $3,000/month for established volume.

Get ScrapingAnt residential proxies → · Review bandwidth plans → · Follow the setup checklist →