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Scrapfly Review 2026 Editor's Choice

Cloud Scraping Platform · founded 2020 · Paris, France
★★★★★4.8· editorial rating Trust 9.0/10 Verified · Last tested Jul 7, 2026

Observability-first scraping API with per-request cost telemetry, pay-on-success anti-bot bypass, and unified Cloud Browser.

Visit Scrapfly Read teardown
Pricing
C+
Performance
B
Pool quality
B
Support
B+
Ethics
B
IP pool
Real residential + datacenter + mobile pool, ASP engine with stealth Chromiumproxy network
Locations
195+countries
Trial
Nono free trial
Refund
Nono refund window
Protocols
HTTPHTTP / HTTPS
Success
96.5%nightly tests

TL;DROur verdict on Scrapfly, in 4 facts

  • Real residential + datacenter + mobile pool, ASP engine with stealth Chromium across 195+ countries.
  • Pricing starts at $30.00/mo.
  • 96.5% rig-tested success rate, 2.1s average response.
  • Headquartered in Paris, France, founded 2020.

The verdict

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

What we like
  • Per-request cost breakdown in every API response — true spend attribution
  • Pay-on-success model: failed anti-bot bypasses cost zero credits
  • ASP engine chains 20+ bypass vendors with target-specific success metrics
  • One API key unlocks Scraping, Cloud Browser, Screenshot, Extraction, Crawler
  • SOC 2 Type II + ISO 27001 certified — rare at this team size
  • Native Playwright/Puppeteer/Selenium drivers over Cloud Browser CDP
  • Forever-free 1,000 credits, no card, every product included
Watch outs
  • Credit-based pricing makes JS-heavy scrapes burn allowance unpredictably
  • No raw proxy resale — you cannot plug their IPs into a third-party scraper
  • Five-person team means slower feature roadmap than Bright Data or Oxylabs
  • Entry plan jumps from free (1k) straight to $30/200k — no $5-$15 hobby tier
  • LLM Extraction API costs extra credits per call on top of the base scrape
PRICEC+PERF.BPOOLBSUPPORTB+ETHICSB
Score breakdown

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

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

Compare Scrapfly head-to-head
Who should not use Scrapfly?+
Scrapfly is not the right fit if any of the following apply to your project: credit-based pricing makes js-heavy scrapes burn allowance unpredictably, no raw proxy resale — you cannot plug their ips into a third-party scraper, five-person team means slower feature roadmap than bright data or oxylabs. Teams in those categories will get more value from one of our benchmarked alternatives — start with Oxylabs, or take the 60-second wizard for a tailored recommendation.

What we think after testing Scrapfly

Editorial review by Devansh Rao · last tested Jul 7, 2026

Most scraping APIs hand you a black box. You fire a request, you get HTML back, and when something breaks at 3am you are left guessing whether it was the target site, the proxy, the headless browser, or the anti-bot layer silently retrying behind your back. Scrapfly took the opposite stance and turned the inside of that black box into a product feature.

Built out of Paris in 2020 by Blake Daniels, Scrapfly is a tight five-person operation that punches well above its weight against ScrapingBee, ZenRows, and ScraperAPI. The pitch is straightforward: one API key gets you the Web Scraping API with their ASP (Anti Scraping Protection) engine, a Cloud Browser running stealth Chromium over CDP with Playwright/Puppeteer/Selenium drivers, a Screenshot API, an Extraction API powered by LLM prompts plus JSON schemas, and a site-wide Crawler. No upselling, no separate dashboards.

What sets Scrapfly apart is the observability. Every single API response carries a structured cost breakdown — proxy type used, ASP fingerprint cost, JS render charge, geographic surcharge — so engineering teams can actually attribute spend to the targets that hurt. The dashboard exposes per-domain success rates, retry traces, and a debug playback that replays the exact rendered DOM you got back. For production teams running thousands of scrapers, this is the difference between debugging in minutes versus days.

Anti-bot performance is the other selling point and it is legitimate. The ASP layer chains 20+ bypass vendors with intelligent fallback, and the pay-on-success model means failed bypasses cost zero. Cloudflare Turnstile, DataDome, PerimeterX, Akamai — Scrapfly publishes target-by-target success rates rather than vague "99% success" marketing, and the numbers hold up under load.

Pricing starts at $30/month for 200k credits with a genuine forever-free 1,000 credit tier (no card required, all products included). Credits scale predictably from prototype to 15B+ requests per month on the same key. SOC 2 Type II and ISO 27001 certified, GDPR compliant — rare credentials for a five-person shop and a sign of where they are aimed.

The trade-offs: it is credit-based, not per-request flat, so JS-heavy scrapes can chew through allowance faster than you would expect. There is no traditional raw proxy product. And the boutique team means feature velocity is steady but not Bright-Data fast.

Intro to Web Scraping using ScrapFly SDK and Python

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

Live performance

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

Success rate
96.50%Rig-tested, all targets
P95 latency
6.8sResidential rotating
P99 latency
11.4sTail latency
Ban rate
1.80%Lower is better
Uptime
99.70%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 Scrapfly compares to the directory-wide average across our four standard target panels. = market average, bar fill = Scrapfly.

Google SERP success rate 97.4% ↑ 3.6 pts vs market avg
Market avg 93.8%
Amazon success rate 94.8% ↑ 4.9 pts vs market avg
Market avg 89.9%
Cloudflare bypass rate 96.2% ↑ 11.2 pts vs market avg
Market avg 85.0%
Social platforms success 91.5% ↑ 2.4 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.

Pricing

From $30.00/GB. Detailed plan breakdown not yet published.

View plans on Scrapfly →

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
24/7 live chat
Dedicated AM (Enterprise)
Browser extension
Custom geo carving

Network & infrastructure

How the pool is built, refreshed and addressed.

Network typeCloud Scraping Platform
IP refresh rate
Avg uptime99.7%
Countries195
Cities
ASNs
Sticky session duration
Min rotation interval
Max concurrent sessions
Concurrent connections
Bandwidth limit
IP source transparency

SDK, API & integrations

Languages, endpoints and tooling shipped out of the box.

Public API✓ Yes
Dashboard
Browser extension
Rate limits
Docs
SDK languages

Code examples

Drop-in snippets to start using Scrapfly 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.scrapfly.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();

Independent benchmarks

Last run 2026-05-07

Google SERP success97.4%
Amazon success94.8%
Cloudflare success96.2%
Social success91.5%
P50 latency2,100 ms
P95 latency6,800 ms
P99 latency11,400 ms
Throughput180 rps
Ban rate1.8%
Targets tested8
Requests

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✓ Yes
Avg. response time
Dedicated account manager
Onboarding included
Custom solutions

Company & resources

Who builds and operates this product.

Founded2020
HeadquartersParis, France
Parent company
Funding status
Funding amount
Employees8
WebsiteVisit →
Documentation
Social
Intro to Web Scraping using ScrapFly SDK and Python

Key markets covered

195+ 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

Scrapfly vs alternatives

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

Metric Scrapfly OxylabsFirecrawlSerpApi
Starting price (entry plan) $30.00 $4.00$25.00
Pool size Real residential + datacenter + mobile pool, ASP engine with stealth Chromium 177M+ IPs500 free pagesGoogle + 100+ search engines/sites, managed global proxy infrastructure
Locations 195+ countries
Rating 4.8 / 5 4.7 / 54.7 / 54.7 / 5
Read review YOU ARE HERE View →View →View →
Scrapfly vs Oxylabs — full head-to-head →Scrapfly vs Firecrawl — full head-to-head →Scrapfly vs SerpApi — full head-to-head →

How to get started with Scrapfly

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

  1. 1

    Create an account and confirm email

    Create a Scrapfly account at https://scrapfly.io. Self-serve access is usually available immediately.

  2. 2

    Choose your proxy mix

    Use the dashboard to choose between residential / datacenter / mobile. Start with the smallest plan to validate your workload before scaling.

  3. 3

    Set up your proxy auth

    Set up either an IP-whitelist auth or username:password pair from the dashboard. Save the proxy hostname + port into your scraper or browser config.

  4. 4

    Tune rotation policy for your target

    Decide between rotating-on-every-request (best for SERP scraping) or sticky sessions (best for account-based workflows).

  5. 5

    Validate against your real target

    Run 100-500 test requests against your real target before paying for volume. Compare success rate to Scrapfly's claimed rate before committing to an annual plan.

Stuck? Check Scrapfly's documentation or email us.

User reviews

No reader reviews yet — be the first below.

4.8
★★★★★
Editorial rating only
Rating distribution will appear once reader reviews come in.
No reader reviews published yet for Scrapfly. If you've used this provider, share your experience using the form below — we publish moderated reviews within 48 hours.
Used Scrapfly? 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 Scrapfly cost? +
Entry pricing for Scrapfly starts at $30.00 per request or month, verified Jul 7, 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 Scrapfly offer? +
Scrapfly focuses on a single proxy category across a pool advertised as Real residential + datacenter + mobile pool, ASP engine with stealth Chromium in 195+ countries. The "Proxy types" section above breaks down the per-type pricing and use cases.
Is Scrapfly the right choice for my workload? +
Scrapfly serves the broad mid-market. Performance in our nightly tests landed at 96.5% 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 Scrapfly? +
Scrapfly has been operating since 2020, headquartered in Paris, France. Support is reachable via 24/7. Editorial review on this page is by Devansh Rao; methodology at /methodology.