9 Best Scrapeless Alternatives in 2026: Scraping APIs Without Browser-Hour Billing

By Rajesh Kannan, Co-Founder & CTO, Gramosoft · Last updated: October 31, 2026 · Scrapeless pricing checked on scrapeless.com and docs.scrapeless.com on October 31, 2026; other prices checked on each vendor's own pages between October 27 and 31, 2026

Scrapeless sells a cloud browser and a crawl API billed on two meters: time in the browser and gigabytes of proxy traffic. Its own published averages put 1,000 pages anywhere from $2.45 to $9.93, depending on the site. This guide ranks nine alternatives, starting with GcrawlAI, where every page is one request at the same price on every site, with prices checked on each vendor's own pages.

Quick comparison (details and sources for each tool follow)

The 9 best Scrapeless alternatives in 2026

These nine tools cover the main reasons teams look past Scrapeless: a bill that depends on how heavy and slow each site is, a free tier of one browser hour, and the need to run Puppeteer or Playwright code yourself. They're ranked by how well each one replaces Scrapeless for a general scraping workload, with GcrawlAI first.

1. GcrawlAI: one request per page, no meters

Best for: teams scraping protected or JavaScript-heavy sites who want a bill they can predict, plus RAG pipelines and AI agents · License: MIT core, managed Cloud API · Language: Python SDK (gcrawl-sdk 0.5.8), REST, MCP

GcrawlAI does the job of Scrapeless's Crawl and Web Unlocker in one API. A page goes through a real browser and residential IPs, Cloudflare, DataDome, Akamai and PerimeterX are handled on the way, and the whole thing is one request. It doesn't matter how many megabytes the page weighs or how long it takes to render. A blocked page, CAPTCHA, timeout or server error isn't billed.

The homepage says it plainly: JavaScript rendering, anti-bot stealth and proxies are included in every request, with no credit system at all. The Batch tab shown above takes a list of URLs, a format (Markdown by default) and a country, and runs them as one job.

• Scrape, crawl and map: scrape a page into HTML, Markdown or JSON, crawl a site with depth control and duplicate filtering, or map its URLs first.
• Bulk jobs: batch runs and async jobs with webhooks, so a nightly crawl doesn't need a scheduler of its own.
• Search and Deep Search: a Search API for ranked results, and Deep Search, which merges several engines into one list.
• Extractors: ready-made structured data for common targets, and custom extractors for your own sites through a custom request.
• Screenshots and offline bundles: screenshots on mobile, tablet and desktop, and offline HTML bundles for audits.
• Agents and testing: an MCP server for Claude, Cursor and other agents, the Playground, and the docs.

A rendered page with scrolling, a whole-site crawl and a search, each priced per request:

# pip install gcrawl-sdk
from gcrawl_sdk import GcrawlClient, ScrapeOptions

client = GcrawlClient(api_key="gc-YOUR_API_KEY")   # or GCRAWL_API_KEY; base_url="http://localhost:8000" when self-hosted

if __name__ == "__main__":
    # One page, rendered, through residential IPs: one request, no browser hours or proxy GB to add up.
    page = client.scrape(
        url="https://www.example-shop.com/product/123",
        options=ScrapeOptions(html_enabled=True, markdown_enabled=True, proxy_geo="US", auto_scroll=True),
        wait=True,
    )
    print(len(page.html or ""), "bytes of rendered HTML")   # for your own selectors
    print(page.markdown[:300])                              # LLM-ready Markdown

    # A whole-site crawl: every page one request, however long it takes to render.
    job = client.crawl(url="https://docs.example.com/", limit=200, formats=["markdown"], wait=True)
    print(job.status, len(job.pages), "pages,", job.pages_failed, "failed (not billed)")

    # Ranked search results, one request per page of results.
    hits = client.search(query="best running shoes 2026", pagination=1, geo="US")
    for r in hits.results[:3]:
        print(r.position, r.title, r.url)

The diagram shows why the two bills behave differently. Scrapeless multiplies time and traffic, so a slow or heavy site costs more; GcrawlAI charges the same request either way.

And the self-hosted core, for data that must stay on your own servers:

git clone https://github.com/GramosoftAI/GcrawlAI.git && cd GcrawlAI
python -m venv .venv && source .venv/bin/activate
pip install -r requirements.txt && playwright install
cp .env.example .env                      # add your database, Redis and proxy settings
python -m api.core.db_setup
redis-server &
celery -A web_crawler.crawler.celery_config worker -l info &
uvicorn api.api:app --port 8000

Pricing (GcrawlAI pricing, checked October 28, 2026):

Every page is one request on every site, failed requests are never charged, and unused requests on paid plans roll over once. Concurrency and overage rates are in the cost section below.

Where it falls short: there's no remote browser you drive over CDP with your own Puppeteer or Playwright script, like Scrapeless's Agent Browser; you send a URL and get the page back. There's no prompt-driven browsing agent and no plain-English extraction parameter; structured data comes from the extractors, Markdown for your LLM, or your own selectors. There are no dedicated Amazon or Walmart endpoints yet, and self-hosting means bringing your own proxy accounts.

"A browser hour is a fair unit for an engineer and a hard one for a budget. Nobody knows in advance how long a product page takes to settle or how many megabytes it pulls. We price the page instead, so the number on the invoice is the number you planned."

Rajesh Kannan, Co-Founder & CTO at Gramosoft

2. ZenRows: fixed multipliers you can model

Best for: teams who want to know the cost of a hard page before they send it · Type: scraping API with SDKs, a scraping browser and an MCP server

ZenRows is the closest like-for-like rival to Scrapeless: a scraping API with rendering and anti-bot handling, plus a scraping browser for Puppeteer and Playwright. The difference is billing. A request costs a fixed number of credits by the features it uses, so a worst-case bill is easy to work out. More in our ZenRows alternatives guide.

Pricing (ZenRows pricing, checked October 27, 2026):

Where it falls short: a rendered page on premium proxies costs 25 times a plain one, and credits don't roll over.

3. Scrapfly: built for the hardest targets

Best for: sites behind strong bot protection, and multi-step flows in a hosted browser · Type: scraping, extraction, screenshot and crawler APIs, a cloud browser and an MCP server

Scrapfly covers both halves of Scrapeless: a scraping API with an Unblocker, and a cloud browser for Playwright and Puppeteer. It's the pick when the target fights back hardest. Like Scrapeless, the cost of a request depends on what it needs.

Pricing (Scrapfly pricing, checked October 27, 2026):

Pro and above switch to pay-as-you-go overflow instead of stopping, and the Unblocker page says failed requests are free.

Where it falls short: per-feature credit costs aren't on the pricing page, so forecasting needs its estimator. That's why it isn't in our cost table.

4. ScrapingBee: a simple HTML API

Best for: small teams that want an easy API with extraction rules · Type: scraping API with JavaScript rendering, proxies, screenshots and AI extraction

ScrapingBee keeps the request simple: one URL, a few flags, HTML or JSON back. It suits teams that used Scrapeless's Web Unlocker for straightforward pages and don't need a remote browser. More in our ScrapingBee alternatives guide.

Pricing (plans, credit costs, checked October 27, 2026):

Where it falls short: a hard page on stealth proxies costs 75 times a plain one, and the free credits are a one-time trial.

5. Bright Data: one flat rate per request

Best for: enterprise teams that want a flat price and a large proxy network · Type: Web Unlocker API on a proxy network, plus scraping browsers, scrapers and datasets

Bright Data's Web Unlocker charges the same rate for every successful request, whatever the site and however heavy the page. That removes the traffic meter Scrapeless bills on. More in our Bright Data alternatives guide.

Pricing (Unlocker pricing, checked October 27, 2026):

Only successful requests are billed.

Where it falls short: there's no plan between pay as you go and $499 a month, and the product catalogue takes time to learn.

6. Firecrawl: Markdown for LLMs

Best for: pages that go straight into a model or vector store · Type: scrape, crawl, map and search API with an AGPL open-source core

Firecrawl returns clean Markdown by default and prices most pages at one credit. It replaces Scrapeless's Crawl for AI work, without a browser-hour meter. We compared it with GcrawlAI in our Firecrawl alternatives guide.

Pricing (Firecrawl pricing, billing docs, checked October 27, 2026):

JSON output adds 4 credits, and pages that return 403 or 404 still cost a credit.

Where it falls short: there's nothing between $19 and $99, and unused credits don't roll over below annual Scale.

7. ScraperAPI: structured e-commerce and search data

Best for: high-volume Amazon, Google and Walmart scraping · Type: scraping API with structured endpoints, async jobs and DataPipeline

ScraperAPI covers the e-commerce and search targets Scrapeless is often used for, with structured endpoints that return JSON. The credit cost of each domain type is published, so the bill doesn't depend on how long a page takes.

Pricing (ScraperAPI pricing, checked October 27, 2026):

Where it falls short: protected pages cost 11 times a plain one, Hobby and Startup only geotarget the US and EU, and credits don't roll over.

8. Zyte: for teams built on Scrapy

Best for: engineering teams whose spiders are written in Scrapy · Type: Zyte API for fetching, plus Scrapy Cloud for hosting spiders

Zyte maintains Scrapy, so it's the natural choice if your Scrapeless jobs are really Scrapy spiders behind a browser. Zyte API fetches pages with rendering and bans handled. The price per response depends on a tier Zyte assigns each site after your first requests.

Pricing (Zyte pricing, Zyte API pricing docs, checked October 28, 2026), pay as you go per 1,000 successful responses:

Where it falls short: you don't know a site's tier until you've sent requests, and the same job can cost 16 times more on a hard site.

9. Apify: when someone already built the scraper

Best for: popular targets with a maintained Actor · Type: cloud platform with an Actor store, scheduling, storage and proxies

Apify's store has ready-made scrapers, called Actors, for many well-known sites, so you configure one instead of writing browser code. Like Scrapeless, it bills by resources used rather than per page.

Pricing (Apify pricing, checked October 31, 2026):

A compute unit is 1 GB of memory for one hour, and Store Actors can add per-result fees.

Where it falls short: the cost of a page depends on the Actor, community Actors can go stale, and prepaid usage expires each cycle.

How Scrapeless pricing works

Scrapeless bills its Agent Browser and Crawl products on two meters at once: $0.09 for each hour a browser runs and $1.80 for each gigabyte of residential proxy traffic. So the same 1,000 pages cost more on a heavy, slow site than on a light one. These figures come from Scrapeless's own pages, checked October 31, 2026.

CAPTCHA solving is included at no extra cost, Web Unlocker bills only successful requests, and yearly billing saves 10%. The Crawl docs list 50 concurrent sessions on the basic plan.

Scrapeless also publishes what 1,000 Crawl requests cost on real sites, averaged over ten runs each. The spread is the point:

The heaviest site in Scrapeless's own table costs four times the lightest. On GcrawlAI, every one of those pages is one request, between $0.67 and $1.45 per 1,000 depending on your plan.

What 10,000 and 100,000 pages a month cost

For protected pages that need a browser, GcrawlAI costs $29 for 10,000 pages and $101 for 100,000, on any site. Scrapeless costs $24.50 to $99.30 for 10,000 by its own figures, and $245 to $993 for 100,000. The table shows the cheapest published plan for each tool with a fixed rate.

These are list prices, not a benchmark. The Scrapeless rows use Scrapeless's own published averages for those sites. Free tiers are left out. Scrapeless's Web Unlocker isn't in the table because its docs give two different starting prices and no rate for rendered pages. Scrapfly and Apify are left out because their cost for a rendered page isn't a fixed rate.

At 10,000 pages, Zyte on a Tier 1 site, Bright Data, and Scrapeless on its lightest site are cheaper than GcrawlAI's $29 Starter plan. At 100,000 pages, Firecrawl and Zyte Tier 1 come in a dollar or two below GcrawlAI. Against Scrapeless at that volume, GcrawlAI is cheaper on every site in Scrapeless's own table.

GcrawlAI's plans, for the cost section above:

Annual billing charges 10 months for 12, unused requests on paid plans roll over once, and Indian customers are billed in INR with a GST invoice. Full details are on the pricing page.

"We're not the cheapest line on every row, and we say so. What doesn't change is the rate: a light news page and a heavy product page are the same request on GcrawlAI."

Rajesh Kannan, Co-Founder & CTO at Gramosoft

Why teams look for a Scrapeless alternative

Scrapeless is a capable cloud browser with CAPTCHA solving included, and it works well for teams that want to drive Puppeteer or Playwright themselves. Teams look elsewhere when the time-plus-traffic bill is hard to forecast, when they'd rather send a URL than write browser code, or when they need an open-source option.

• The bill depends on the site. Browser time and proxy gigabytes rise with page weight and load time. Scrapeless's own table shows a fourfold spread, from $2.45 to $9.93 per 1,000 pages.
• Prices are starting rates. Both the hourly and per-GB prices are described as "starting from", and the docs give two different starting prices for Web Unlocker.
• The billing wording isn't consistent. The Agent Browser page promises to "pay only for successful requests" in one section and bills "by the hour" in another.
• The free tier is one browser hour. That's enough for a test, not for a pilot on a real site.
• You still write the browser code. Agent Browser is a remote browser for your Puppeteer or Playwright scripts. If you only need the page, a URL-in, page-out API is less to maintain. Our guide to scraping dynamic JavaScript websites covers what that API has to handle.

Which Scrapeless alternative should you choose?

Start with why you're leaving Scrapeless. If it's a bill that changes with each site, use GcrawlAI. If you need the data on your own servers, self-host GcrawlAI's MIT core. If you need Markdown for an LLM, AI agent access or structured extractors, GcrawlAI covers those as well. The table maps the common cases.

When Scrapeless is still the right choice, and when GcrawlAI is

Scrapeless still makes sense for one kind of job: scripts that must drive a live browser step by step over CDP, clicking, typing and waiting, with sessions you control from Puppeteer or Playwright. For fetching pages, crawling sites, bulk jobs and feeding AI agents, GcrawlAI does the work on one key, at one request per page.

Keep Scrapeless only for:

• Multi-step browser automation you script yourself through a CDP connection.
• Its AI-answer scrapers, if you collect responses from chat assistants.

Use GcrawlAI for the rest. Here's what one account gives you:

• Scrape: any URL as HTML, Markdown or JSON, with JavaScript rendering, residential IP rotation and stealth escalation in the same single request.
• Crawl and map: a whole site with depth control and duplicate filtering, or its URL list without rendering every page.
• Batch and async jobs: thousands of URLs in one job, with results by webhook.
• Search API and Deep Search: ranked results by country and page, and several engines merged into one list.
• Extractors: ready-made structured data, and custom extractors for your own sites.
• Screenshots and offline bundles: mobile, tablet and desktop captures, and offline HTML bundles for audits.
• Built for AI agents: an MCP server for Claude, Cursor and other agents, plus the Python SDK and REST API.
• Try before you build: the Playground, and a Chrome extension that turns data you pick on a page into an API call.
• Your own servers: the MIT-licensed core runs self-hosted for teams whose data can't leave their network.
• Billing that doesn't move: one request per page, failed requests never charged, unused requests rolled over once, no browser hours or proxy gigabytes, and INR invoices with GST for Indian teams.

If you're on Scrapeless today, start with the free plan's 50 requests: run your heaviest site through GcrawlAI, check the output, and compare the bill.

Scraping responsibly

Every tool on this list can reach protected pages, so how you use them matters. Collect public data, respect the terms that apply to you, keep request rates reasonable, and don't collect personal data you don't need. Nothing in this guide is about getting past logins. See What Is Web Scraping? for the basics.

For the technical side of getting blocked, our guides on Cloudflare and 429 errors explain what's happening and what a scraping API does about it.