# Best Scraping API for Cloudflare: ZenRows vs ScrapingBee vs ScraperAPI vs Crawlbase

![Python](https://img.shields.io/badge/Python-3.9%2B-3776AB?logo=python&logoColor=white)
![Providers](https://img.shields.io/badge/providers-4-22c55e)
![Build](https://img.shields.io/badge/build-single_script-8b5cf6)
![Data](https://img.shields.io/badge/metrics-planning_baseline-f59e0b)

```text
  SCRAPING APIs  /  SHIP DATA. SKIP THE PROXY FIREFIGHTING.
  Cloudflare · DataDome · JavaScript · Residential IPs
```

Cloudflare Turnstile and DataDome blocks can interrupt price monitoring, lead research and data pipelines. For a team budgeting **$5,000+ per month** for crawler engineering, proxy maintenance and incident response, a managed API deserves a focused trial. That budget is a planning scenario, not an industry salary survey: 80 engineering hours at $65/hour already totals **$5,200/month**.

Compare the supplied starting-plan baselines of **$29–$49/month**, free-trial allowances, and 10,000-request cost examples below. [Start with ZenRows](https://go.272738.xyz/zenrows) or use the trial links in the comparison to test the pages that matter to your business.

**Snapshot:** 2026-10-17T12:39:14Z. **All success rates, API response latencies, feature descriptions and plan/trial figures below are the supplied Phase 1 planning baseline. They are not independent measurements or verified current vendor quotes.** The probe refreshes public pricing-page metadata only. Its HTTP status and page-fetch duration do not measure Cloudflare or DataDome bypass performance. Official pricing can differ from this preserved baseline.

## Scraping API comparison: cost, baseline success and free trials

| Provider / trial | Baseline success | Baseline API latency | Baseline monthly | Included credits | Supplied 10k estimate* | Baseline free trial | Action |
|---|---:|---:|---:|---:|---:|---|---|
| [ZenRows](https://go.272738.xyz/zenrows) | 98.5% | 1.8s | $49.00 | 250,000 | ~$1.96 | 5,000 credits | [Start free trial](https://go.272738.xyz/zenrows) |
| [ScrapingBee](https://go.272738.xyz/scrapingbee) | 97.8% | 2.4s | $49.00 | 150,000 | ~$3.26 | 1,000 credits | [Start free trial](https://go.272738.xyz/scrapingbee) |
| [ScraperAPI](https://go.272738.xyz/scraperapi) | 96.5% | 2.1s | $49.00 | 100,000 | ~$4.90 | 5,000 credits | [Start free trial](https://go.272738.xyz/scraperapi) |
| [Crawlbase](https://go.272738.xyz/crawlbase) | 95.2% | 1.9s | $29.00 | N/A | ~$2.90 | 5,000 requests | [Start free trial](https://go.272738.xyz/crawlbase) |

*The directive supplies ~$1.96 / ~$3.26 / ~$4.90 / ~$2.90 for 10k high-protection/JS requests. These are retained as **unverified supplied estimates**. They do not establish actual protected-request prices. At one credit per request, $49 / 250,000 × 10,000 = **$1.96**; $49 / 150,000 × 10,000 rounds to **$3.27**, not the supplied $3.26. A 25-credit request makes the first example **$49.00 per 10k**, allocated from the plan. The minimum monthly bill still applies, and taxes/overages are excluded.

## Budget 10,000 JS or protected requests before you buy

Formula: `monthly plan price / included credits × request count × credits per request`.

| Provider | 1 credit/request | 5 credits/request | 25 credits/request | Trial request capacity at 1 / 5 / 25 credits |
|---|---:|---:|---:|---|
| ZenRows | $1.96 | $9.80 | $49.00 | 5,000 / 1,000 / 200 |
| ScrapingBee | $3.27 | $16.33 | $81.67 | 1,000 / 200 / 40 |
| ScraperAPI | $4.90 | $24.50 | $122.50 | 5,000 / 1,000 / 200 |
| Crawlbase | N/A | N/A | N/A | N/A / N/A / N/A |

The 1/5/25 multipliers are **illustrative budget inputs**, not vendor billing rules. Rendering, premium residential routing, target domain and plan access determine the actual charge. Crawlbase's supplied $29 baseline does not specify included paid requests, so its normalized costs are N/A; its supplied trial is 5,000 requests and is not silently converted into credits. Do not divide a credit trial by one and assume all protected pages cost one credit.

## ZenRows vs ScrapingBee: choose by workload

For **zenrows vs scrapingbee**, begin with the pages that fail today. The supplied ZenRows baseline emphasizes Cloudflare Turnstile, DataDome and Akamai handling; the ScrapingBee baseline emphasizes browser rendering and interaction. Try the same URLs with equivalent proxy and JavaScript settings, then compare usable records and billed credits. A returned challenge page is a failed business result even when its HTTP response is 200.

### ZenRows

Cloudflare Turnstile, DataDome and Akamai; premium residential IPs and CSS/XPath extraction.

**Strengths:** A focused shortlist option for difficult anti-bot targets and extraction in one API.

**Trade-offs:** Premium proxies and rendering can multiply credit usage; validate each protected target.

**Trial:** 5,000 credits; No card required (supplied baseline). [Try ZenRows free](https://go.272738.xyz/zenrows).
### ScrapingBee

Headless browser rendering, rotating proxies and stealth workflows for Instagram, Amazon and LinkedIn.

**Strengths:** A useful starting point when browser interaction and JavaScript dominate the workload.

**Trade-offs:** Browser and premium modes need a separate credit budget; social targets require target-level checks.

**Trial:** 1,000 credits; No card required (supplied baseline). [Try ScrapingBee free](https://go.272738.xyz/scrapingbee).
### ScraperAPI

50M+ proxy pool, CAPTCHA handling and geotargeting with standard and premium request modes.

**Strengths:** A practical shortlist option for broad proxy-backed collection and familiar HTTP integration.

**Trade-offs:** Country access and premium features depend on the plan; rendering changes request economics.

**Trial:** 5,000 credits; 7-day trial (supplied baseline). [Try ScraperAPI free](https://go.272738.xyz/scraperapi).
### Crawlbase

Formerly ProxyCrawl; AI structured scraping, crawler storage and concurrent crawling infrastructure.

**Strengths:** Consider it when collection, storage and crawler operations belong in the same workflow.

**Trade-offs:** The supplied baseline does not specify included paid requests; request-level pricing needs checking.

**Trial:** 5,000 requests; Free calls (supplied baseline). [Try Crawlbase free](https://go.272738.xyz/crawlbase).

## Best scraping API for Cloudflare and bypass DataDome scraping API workflows

The best scraping API for Cloudflare depends on the target, protection configuration and required output. For a bypass DataDome scraping API shortlist, use the free trials to check product pages, pagination and dynamic fields. Separate HTML delivery from usable structured data; check required fields and block-page markers before accepting a response. The displayed **98.5%, 97.8%, 96.5% and 95.2%** are supplied baseline figures, not target-specific promises.

## Need a ScraperAPI alternative? A practical decision flow

1. **Anti-bot failures dominate:** trial ZenRows first, then compare the same target set elsewhere.
2. **Browser interaction dominates:** trial ScrapingBee with the necessary JavaScript workflow.
3. **Proxy-backed collection dominates:** include ScraperAPI and check plan-specific country support.
4. **Crawling and storage dominate:** evaluate Crawlbase alongside your existing queue and storage.
5. Record usable outputs, end-to-end completion time and billed credits; choose the lowest cost per usable record for your workload.

## Python requests example: get a page through a scraping API

The examples are integration templates, not probe execution logs. Use your own API key and a target you are authorized to collect. Get trial access through the provider links above. Authentication belongs in environment variables.

```python
import os
import requests

response = requests.get(
    "https://api.zenrows.com/v1/",
    params={"apikey": os.environ["ZENROWS_API_KEY"],
            "url": "https://example.com/", "js_render": "true"},
    timeout=60,
)
response.raise_for_status()
print(response.text[:500])
```

```sh
curl --get 'https://app.scrapingbee.com/api/v1/' \
  --max-time 60 \
  --data-urlencode "api_key=$SCRAPINGBEE_API_KEY" \
  --data-urlencode 'url=https://example.com/' \
  --data-urlencode 'render_js=true'
```

## Refresh this comparison locally

```sh
python3 -m pip install -r requirements.txt
python3 probe_scraping_apis.py
```

One script fetches four public pricing pages concurrently with a **60-second timeout per vendor request**. Field selection follows **live data → existing data.json cache → built-in baseline → N/A**. Missing plan/performance measurements stay identified as baseline or N/A. A failed vendor does not interrupt the other three. The script writes `data.json`, `README.md` and `index.html` through same-directory temporary files and `os.replace`. It creates no background jobs and requires no API credentials. The HTML dashboard works as a standalone file with local CSS and JavaScript, search and sorting.

## Public metadata sources

- [ZenRows official pricing source](https://www.zenrows.com/pricing): live; last observed 2026-10-17T12:39:13Z. Latest attempt HTTP 200.
- [ScrapingBee official pricing source](https://www.scrapingbee.com/pricing/): live; last observed 2026-10-17T12:39:13Z. Latest attempt HTTP 200.
- [ScraperAPI official pricing source](https://www.scraperapi.com/pricing/): live; last observed 2026-10-17T12:39:13Z. Latest attempt HTTP 200.
- [Crawlbase official pricing source](https://crawlbase.com/pricing/): live; last observed 2026-10-17T12:39:14Z. Latest attempt HTTP 200.

Fetched price text is preserved in `data.json` as unstructured `price_excerpts`, with original observation timestamps and a content hash. Fetching a page does not validate a pricing interpretation. Cached observations retain their original age. Product CTAs use fixed relay URLs; source links above identify reference material. Relay destinations and affiliate arrangements are not verified by this metadata probe.

## Developer Infrastructure Suite

| Infrastructure | Explore | Repository |
|---|---|---|
| Residential Proxies | [https://proxy.mybskm.top](https://proxy.mybskm.top) | [GitHub repository](https://github.com/600me/awesome-residential-proxies-benchmark) |
| GPU Cloud | [https://gpu.mybskm.top](https://gpu.mybskm.top) | [GitHub repository](https://github.com/600me/awesome-gpu-cloud-pricing-benchmark) |
| Global Payments | [https://pay.mybskm.top](https://pay.mybskm.top) | [GitHub repository](https://github.com/600me/awesome-indie-global-payments-matrix) |
| Scraping APIs | [https://scrape.mybskm.top](https://scrape.mybskm.top) | [GitHub repository](https://github.com/600me/awesome-web-scraping-apis-benchmark) |

Build the smallest stack that fits your workload: proxy access, GPU compute, payments and scraping APIs, connected through one developer infrastructure suite.