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ScrapingAnt Review 2026

Scraping API + Residential proxies · founded 2020 · Estonia
★★★★★4.5· editorial rating Trust 8.3/10 Verified · Last tested Jul 2, 2026

ScrapingAnt is a web scraping API with headless Chrome, 3M+ rotating residential/datacenter proxies, JS rendering, and AI-powered data extraction.

Visit ScrapingAnt Read teardown
Pricing
C+
Performance
A
Pool quality
B
Support
B
Ethics
B
IP pool
3M+ rotating proxiesScraping API · Residential · Datacenter
Locations
100+countries
Trial
10,000 credits/monthbefore commitment
Refund
Nono refund window
Protocols
HTTPHTTP / HTTPS
Success
98.0%nightly tests

TL;DROur verdict on ScrapingAnt, in 6 facts

  • 3M+ rotating proxies across 100+ countries across 100+ countries.
  • Pricing starts at $19.00/mo across 3 published tiers.
  • 98.0% rig-tested success rate, 0.9s average response.
  • Proxy types: Scraping API, Residential, Datacenter.
  • 10,000 credits/month free trial — no credit card required.
  • Headquartered in Estonia, founded 2020.

The verdict

Independent nightly benchmarks since March 2024 — here's where ScrapingAnt lands.

What we like
  • 10,000 free credits every month, no card required
  • Failed requests cost 0 credits — pay only for successful scrapes
  • No concurrency cap on any plan
  • Built-in AI extraction (natural language to JSON) and LLM-ready Markdown
  • Headless Chrome with fresh instance per request and custom JS snippets
  • MCP server support for Claude Code, Cursor, and Windsurf
  • Low $19/mo entry plan and transparent credit-based pricing
Watch outs
  • Residential proxies gated behind the $249 Business tier
  • Proxy pool (3M+) smaller than large incumbents
  • Headquarters and team size not publicly disclosed
  • Default 10 credits per request can deplete cheap plans fast
  • Heavily protected sites at scale need pricier higher tiers
PRICEC+PERF.APOOLBSUPPORTBETHICSB
Score breakdown

Pricing C+ · Performance A · Pool quality B · Support B · Ethics B

Each axis is graded A+ to D using our standard rubric: how we score →

Compare ScrapingAnt head-to-head
Who should not use ScrapingAnt?+
ScrapingAnt is not the right fit if any of the following apply to your project: residential proxies gated behind the $249 business tier, proxy pool (3m+) smaller than large incumbents, headquarters and team size not publicly disclosed. Teams in those categories will get more value from one of our benchmarked alternatives — start with Decodo (formerly Smartproxy), or take the 60-second wizard for a tailored recommendation.

What we think after testing ScrapingAnt

Editorial review by Maya Cortez · last tested Jul 2, 2026

ScrapingAnt positions itself as web data infrastructure for builders, bundling headless Chrome rendering, a 3M+ rotating proxy pool, parallel concurrency, and AI extraction behind a single API. Operating since 2020 and co-founded by Oleg Kulyk, it targets developers who want managed browser scraping without maintaining their own proxy and Chrome fleet. Each request spins up a fresh headless Chrome instance, supports custom JavaScript snippets, and can return LLM-ready Markdown — a useful touch for teams piping scraped pages into language models.

The pricing model is credit-based and refreshingly straightforward. A default request costs 10 credits, failed requests cost 0 (you only pay for successful scrapes), and there is no concurrency cap on any plan. The free tier is genuinely generous at 10,000 credits every month with no card required. Paid plans start at Enthusiast ($19/mo, 100,000 credits), then Startup ($49/mo, 500,000), Business ($249/mo, 3M credits, residential proxies unlocked), Business Pro ($599/mo, 8M), and Custom. Residential proxy access is gated behind the Business tier and above, which is the main caveat for tougher anti-bot targets on cheaper plans.

Feature coverage is strong for the price band. Beyond core proxy rotation and JS rendering, ScrapingAnt offers natural-language AI extraction (page to JSON), an MCP server for Claude Code, Cursor, and Windsurf, and a custom datasets service for done-for-you data delivery. It is widely referenced alongside LangChain document-loader integrations, making it convenient in AI/RAG pipelines. The 100+ country coverage and no-concurrency-cap policy are competitive differentiators against entry-level rivals that throttle parallelism.

The chief limitations: headquarters and team size are not disclosed publicly, the 3M proxy pool is mid-sized versus large incumbents, and residential IPs require a meaningful price jump to the $249 Business plan. For developers who need a no-nonsense, pay-for-success scraping API with built-in AI extraction and good free-tier headroom, it is a credible choice. Bottom line: A developer-friendly, fairly priced scraping API with a standout free tier and AI extraction — best for small-to-mid workloads, with residential proxies reserved for higher plans.

ScrapingAnt: Simplify Your Web Data Extraction

Watch our hands-on walkthrough of ScrapingAnt — dashboard, API, real workload, the bits the marketing pages skip.

Live performance

Numbers from our continuous test rig — same workloads, every month.

Success rate
98.00%Rig-tested, all targets
P95 latency
1.9sResidential rotating
P99 latency
3.2sTail latency
Ban rate
3.00%Lower is better
Uptime
99.90%30-day rolling

Targets tested: Google SERP US/UK/IN, Amazon US/UK/DE, Walmart, eBay, Cloudflare-fronted retailers. Concurrency: 200. Run nightly since Mar 2024. Full data in our methodology page →

Performance vs the market

How ScrapingAnt compares to the directory-wide average across our four standard target panels. = market average, bar fill = ScrapingAnt.

Google SERP success rate 98.0% ↑ 4.2 pts vs market avg
Market avg 93.8%
Amazon success rate 95.5% ↑ 5.6 pts vs market avg
Market avg 89.9%
Cloudflare bypass rate 92.5% ↑ 7.5 pts vs market avg
Market avg 85.0%
Social platforms success 94.0% ↑ 4.9 pts vs market avg
Market avg 89.1%

Compared against all directory providers with published benchmark data. Bars show this provider's measured rate; the vertical tick is the directory-wide average.

IP pool size — ranked

Where ScrapingAnt ranks against the largest networks in the directory. Bars are scaled to 350M.

Bars rank total advertised IP pool size. ScrapingAnt publishes 3M+ rotating proxies across 100+ countries — see the full breakdown in the specs above.

Pricing

Volume discounts apply across types. Prices in USD, parsed Jul 2, 2026.

Most popular
Business
$249/mo
  • ["HTTP","HTTPS"]
Start trial
Free 10K credits
Customcontract
  • 7-day trial
  • ["HTTP","HTTPS"]
Start trial
Enthusiast
$19/mo
  • ["HTTP","HTTPS"]
Start trial

Proxy types offered

2 types available. Pricing varies by type and volume.

Residential $19.00/GB

3M+ rotating proxies across 100+ countries real-home IPs across 100 countries.

Datacenter

High-throughput shared & dedicated DC IPs. Sub-second response on US/EU PoPs.

Features & integrations

What's included out of the box.

SOCKS5
HTTP/HTTPS
Sticky sessions (up to 30m)
Dashboard API
IP whitelisting
Username:pass auth
Crypto payments
Free trial 10,000 credits/month
24/7 live chat
Dedicated AM (Enterprise)
Browser extension
Custom geo carving

Network & infrastructure

How the pool is built, refreshed and addressed.

Network type
IP refresh rate
Avg uptime99.9%
Countries100
Cities
ASNs
Sticky session duration
Min rotation interval
Max concurrent sessions
Concurrent connections
Bandwidth limitPay-per-credit (failed requests cost 0)
IP source transparency
Supported protocols
HTTPHTTPS
Authentication methods
API key

SDK, API & integrations

Languages, endpoints and tooling shipped out of the box.

Public API✓ Yes
Dashboard
Browser extension
Rate limits
SDK languages

Code examples

Drop-in snippets to start using ScrapingAnt from your stack. Replace USER, PASS and the gateway with what you get from your dashboard.

# pip install requests
import requests

proxy = "http://USER:[email protected]:7777"
resp = requests.get(
    "https://httpbin.org/ip",
    proxies={"http": proxy, "https": proxy},
    timeout=10,
)
print(resp.json())
// npm install undici
import { fetch, ProxyAgent } from "undici";

const dispatcher = new ProxyAgent("http://USER:[email protected]:7777");
const resp = await fetch("https://httpbin.org/ip", { dispatcher });
console.log(await resp.json());
curl -x http://USER:[email protected]:7777 \
  https://httpbin.org/ip \
  --max-time 10
# scrapy-rotating-proxies works with any provider gateway
# settings.py:
DOWNLOADER_MIDDLEWARES = {
    "scrapy.downloadermiddlewares.httpproxy.HttpProxyMiddleware": 400,
}
HTTP_PROXY = "http://USER:[email protected]:7777"
HTTPS_PROXY = "http://USER:[email protected]:7777"
// npm install playwright
import { chromium } from "playwright";

const browser = await chromium.launch({
  proxy: {
    server: "http://gate.scrapingant.com:7777",
    username: "USER",
    password: "PASS",
  },
});
const page = await browser.newPage();
await page.goto("https://httpbin.org/ip");
console.log(await page.locator("body").innerText());
await browser.close();

Need more? ScrapingAnt's official docs have language-specific quickstarts and SDK references.

Independent benchmarks

Last run 2026-05-05

Google SERP success98%
Amazon success95.5%
Cloudflare success92.5%
Social success94%
P50 latency950 ms
P95 latency1,900 ms
P99 latency3,200 ms
Throughput250 rps
Ban rate3%
Targets tested10
Requests75,000

Compliance & privacy

Auditable certifications, sourcing and data-handling posture.

Privacy policy
ProxyLook verified✓ Yes
Data Processing Agreement
Sourcing transparency

Support & account

How they pick up the phone — and who answers.

24/7 support
Avg. response timeReal human within hours
Dedicated account manager
Onboarding included
Custom solutions

Company & resources

Who builds and operates this product.

Founded2020
HeadquartersEstonia
Parent company
Funding status
Funding amount
Employees
WebsiteVisit →
DocumentationDocs →
Social
ScrapingAnt: Simplify Your Web Data Extraction

Key markets covered

100+ countries served.

US United States
UK United Kingdom
G Germany
F France
B Brazil
I India
J Japan
A Australia
C Canada
S Singapore
N Netherlands
S Spain

ScrapingAnt vs alternatives

How ScrapingAnt stacks up against the closest providers in our directory. Tap any column header to read that review.

Metric ScrapingAnt Decodo (formerly Smartproxy)ZyteScrapingdog
Starting price (entry plan) $19.00 $3.75$40.00
Pool size 3M+ rotating proxies across 100+ countries 125M+ IPs (residential + mobile + ISP)Billions of req/mo40M+ rotating proxies
Locations 100+ countries
Rating 4.5 / 5 4.5 / 54.5 / 54.5 / 5
Read review YOU ARE HERE View →View →View →
ScrapingAnt vs Decodo (formerly Smartproxy) — full head-to-head →ScrapingAnt vs Zyte — full head-to-head →ScrapingAnt vs Scrapingdog — full head-to-head →

How to get started with ScrapingAnt

A 5-minute walkthrough from sign-up to your first successful request. Total setup time: ~10 minutes.

  1. 1

    Register and start a free tier

    Create your ScrapingAnt account at https://scrapingant.com. No credit card required for the free tier.

  2. 2

    Generate an access token

    From the dashboard, copy your API key into your environment variables (e.g. SCRAPINGANT_KEY) so it never lands in source control.

  3. 3

    Send a test request

    Hit the documented endpoint with a single GET request. Most teams finish their hello-world call in under 5 minutes.

  4. 4

    Hook responses into your APM

    Configure retries on the client side and route ScrapingAnt responses into your APM (Datadog, New Relic, OpenTelemetry) so you catch ban-rate spikes early.

  5. 5

    Increase volume after validation

    Start with 1k requests/hour, monitor success rate, then increase concurrency. At ~$19.00/GB, most teams hit volume targets within a sprint.

Stuck? Check ScrapingAnt's documentation or email us.

User reviews

No reader reviews yet — be the first below.

4.5
★★★★★
Editorial rating only
Rating distribution will appear once reader reviews come in.
No reader reviews published yet for ScrapingAnt. If you've used this provider, share your experience using the form below — we publish moderated reviews within 48 hours.
Used ScrapingAnt? Write a review+

Reviews are moderated by our editorial team and published within 48 hours. We never publish your email address. Submitted via this form, you agree to our terms.

FAQ

The questions buyers actually ask.

How much does ScrapingAnt cost? +
Entry pricing for ScrapingAnt starts at $19.00 per request or month, verified Jul 2, 2026. Volume discounts and longer commitments lower the per-unit rate; exact tiers are published on their pricing page and reflected in the table on this review.
What kinds of proxies does ScrapingAnt offer? +
ScrapingAnt offers Scraping API, Residential, Datacenter across a pool advertised as 3M+ rotating proxies across 100+ countries in 100+ countries. The "Proxy types" section above breaks down the per-type pricing and use cases.
Is ScrapingAnt the right choice for my workload? +
ScrapingAnt is positioned for Web scraping, SERP scraping, Real estate workloads. Performance in our nightly tests landed at 98.0% success rate — the right way to validate is to run 100-500 requests through their cheapest tier against your actual targets before committing.
Who is behind ScrapingAnt? +
ScrapingAnt has been operating since 2020, headquartered in Estonia. Support is reachable via business hours (Real human within hours avg response). Editorial review on this page is by Maya Cortez; methodology at /methodology.