Compare · Updated July 2026

ScraperAPI alternatives: 8 web scraping APIs compared for LLM-ready data

The short answer

The best ScraperAPI alternative depends on whether you need proxies or finished data. ScraperAPI is proxy infrastructure: it fetches the page cheaply and hands you HTML. If your pipeline feeds an LLM, ClawEngine returns typed JSON or clean markdown from one crawl, render and extract call, from $39 a month, and Firecrawl is the markdown-first option at $16. ScraperAPI still wins on cost per request at high volume, and at millions of pages that gap is real.

ScraperAPI does one job well and prices it aggressively: it rotates proxies, retries failures and optionally renders JavaScript, then returns the page. At $49 a month for 100,000 credits, rising to $299 for 3 million and $475 for 14 million, the cost per request at volume is among the best in the category. If what you need is raw pages, cheaply, at scale, it is a sensible default.

The difference people weigh when they look at ScraperAPI alternatives is everything that happens after the fetch. HTML is not data. Before an LLM can use it, someone has to strip navigation, ads and cookie banners, write selectors for the fields that matter, and keep those selectors alive as target sites change their markup. ClawEngine folds that work into the request itself: one call crawls the site, renders the JavaScript and extracts typed fields against a schema you define, returning clean markdown or typed JSON that is ready to chunk and embed. It is managed, so there is no proxy fleet to run, and it is built for public and permitted data only, respecting robots.txt and site Terms of Service.

or compare all 8 alternatives ↓

Crawl · render JS · extract typed fields · robots.txt respected

Live Extraction

Endpoint · POST /v1/extract

GET

try:

Hit Extract to turn this page into clean, LLM-ready data.

robots.txt respected · public data only

Markdown · JSON · structured fields, from one API call. Crawling, rendering and extracting ...

ScraperAPI is low-cost proxy infrastructure that returns HTML, while ClawEngine crawls, renders JS and extracts typed fields in one compliance-first call and returns data an LLM can use immediately.

All the options

8 ScraperAPI alternatives, compared

Published US list prices, checked in July 2026. We include ourselves, and we say where each tool beats us.

Alternative	Starts at	Free tier	Output	Best for
ClawEngine	$39/mo	No free plan	Clean markdown or typed JSON	Teams that want one compliance-first pipeline returning LLM-ready data for RAG and agents
Firecrawl	$16/mo	Yes, 1,000 credits	Clean markdown, plus structured extraction	Fast site-to-markdown for LLM workflows, and teams that want the option to self-host
Bright Data	Usage-based	Trial credits	JSON and datasets, not markdown-first	Enterprise-scale proxy networks and prebuilt datasets for hard, heavily defended targets
Apify	$29/mo	Yes, $5 credits	JSON, CSV and dataset exports	Teams that want a prebuilt scraper for a specific site rather than building one
ScrapingBee	$49/mo	1,000 free API calls	Raw HTML, with some extraction rules	Simple proxy plus JavaScript rendering behind a clean REST API
ZenRows	$69/mo	Trial credits	HTML, with markdown and parsing options	Sites behind aggressive anti-bot systems
Oxylabs	$49/mo	Trial, up to 2,000 results	HTML, JSON via parsers, and markdown	Enterprises pulling high volumes from hard, well-known targets like major marketplaces
Crawl4AI	Free, open source	Yes, fully open source	Markdown, Fit Markdown, or JSON for embedding	Engineering teams happy to run and maintain the infrastructure themselves

ClawEngine

Hobby $39, Startup $99, Scale $399, Enterprise custom

Where it wins. Crawl, JavaScript rendering and typed schema extraction happen in a single API call, and robots.txt plus site Terms of Service are respected by default.

What to watch. There is no free plan, so it is priced for teams running real pipelines rather than one-off experiments.

Firecrawl

Hobby $16, Standard $83 (100k credits), Growth $333, Scale $599

Where it wins. Excellent developer experience, a well-loved open-source project, and markdown output tuned for token efficiency.

What to watch. Credits do not roll over, and stealth mode bills 5 credits per page instead of 1, which changes the real cost on protected sites.

Bright Data

Web Scraper API billed per record, roughly $0.75 to $3 per 1,000 depending on product and tier, with pay-as-you-go and no monthly commitment

Where it wins. The largest proxy network in the category (150M+ residential IPs across 195 countries) and hundreds of prebuilt domain scrapers and ready-made datasets.

What to watch. It is a broad platform rather than a single LLM-ready endpoint, so output usually needs cleaning before you can embed it, and the pricing surface is complex.

Apify

Free tier with $5 credits, Starter $29, Scale $199, Business $999, plus per-Actor usage

Where it wins. A marketplace of thousands of prebuilt Actors, so common targets are already solved, plus a full automation and scheduling platform.

What to watch. Costs stack (platform plan plus per-Actor compute or per-result fees), and output is generic JSON rather than LLM-ready markdown.

ScrapingBee

Freelance $49, Startup $99, Business $249

Where it wins. Very easy to adopt, dependable rendering, and a Google Search API bundled into every tier.

What to watch. You mostly get HTML back, so the cleaning, chunking and structuring work for an LLM is still yours to do.

ZenRows

Developer $69, Startup $129, Business $299

Where it wins. Focused on getting through Cloudflare, DataDome and PerimeterX where simpler fetchers fail.

What to watch. Protected requests consume far more credits than plain ones, so the effective price depends heavily on your targets.

Oxylabs

Web Scraper API: Micro $49, Starter $99, Business $999, Custom+ by quote. Proxies are priced separately, residential from $6/GB

Where it wins. Enterprise-grade unblocking, a large global proxy network, and dedicated parsers for major targets, plus a free Custom Parser for your own CSS or XPath rules.

What to watch. The headline result counts are best-case for a single cheap target: Oxylabs own FAQ notes the Micro plan's 98,000 results apply to Amazon, and spreading the same plan across mixed targets works out closer to 16,000 per target. Whole-site crawling means buying a second product.

Crawl4AI

Apache-2.0, no license cost. You pay for your own servers, proxies and engineering time

Where it wins. No vendor bill at all, full control, deep crawling with BFS, DFS and best-first strategies, and output already shaped for RAG ingestion. It is the most popular open-source crawler in the category, with roughly 72,000 GitHub stars.

What to watch. You own the ops: proxy rotation, browser fleet, retries, blocks and upgrades. Free software is not free infrastructure.

Want the full field, including ScraperAPI? Read the best web scraping API buyer's guide.

Side by side

ScraperAPI vs ClawEngine, honestly

A fair look at what each does well. Both are capable tools. Here is where they differ.

What matters	ClawEngine	ScraperAPI
Product shape	One API: crawl, render, extract	Proxy and fetch API
Default output	Clean markdown or typed JSON, tuned for RAG and agents	Raw HTML, with structured endpoints for some sites
Structured extraction	Define a schema, get typed fields back	You write and maintain the parsing layer
Crawling	Crawl across a site in one request	Per-request page fetch
Cost per request at volume	Usage-based plans from $39 a month	Very strong: $49 for 100k credits, $299 for 3M
Compliance posture	Public and permitted data only, respects robots.txt and ToS	You configure scope and responsibilities
Best suited for	Teams whose data feeds an LLM, RAG index or agent	Teams needing cheap, high-volume page fetching

Comparison reflects general, publicly understood positioning. Capabilities change, so check each product for the latest.

Why teams pick ClawEngine

One API that turns any website into clean, LLM-ready data

HTML is not data

A proxy API ends where the real work begins. ClawEngine returns typed structured fields or clean markdown, so there is no parsing layer to write and no selectors to repair when a target site ships a redesign.

Crawl, render and extract in one call

Rather than fetching pages one at a time and stitching the pipeline together, ClawEngine crawls across a site, renders the JavaScript and extracts your schema in a single request.

Compliance-first defaults

ClawEngine is built for public and permitted data only and respects robots.txt, site Terms of Service and crawl-delay by default, so the data you ship stays defensible.

ScraperAPI alternatives: the questions buyers ask

What is the best ScraperAPI alternative?

For AI and RAG pipelines, ClawEngine and Firecrawl lead, because both return LLM-ready output rather than raw HTML. For hard anti-bot targets, ZenRows is the specialist. For enterprise proxy scale and prebuilt datasets, Bright Data is the heavyweight. For a like-for-like proxy API, ScrapingBee is the closest match.

How much does ScraperAPI cost?

ScraperAPI starts at $49 a month on the Hobby plan for 100,000 API credits, with Business at $299 for 3 million credits and Enterprise at $475 for 14 million. That is a strong cost per request, though credits are consumed faster on requests that need JavaScript rendering or premium proxies.

What is the difference between ScraperAPI and a web scraping API for AI?

ScraperAPI solves access: it gets the page and hands you the HTML. An AI-focused scraping API solves usability: it also strips the boilerplate and returns clean markdown or typed JSON that you can chunk and embed. The first removes blocking, the second removes an entire engineering stage.

Does ScraperAPI work for RAG?

It can be the fetch layer for a RAG pipeline, but it is not the whole pipeline. You still need to convert HTML into clean, chunkable text, or your retrieval quality will suffer from navigation and ad noise polluting the embeddings.

Good questions

ScraperAPI vs ClawEngine, answered

If your data feeds an LLM, RAG index or agent, yes, because ClawEngine returns typed JSON or clean markdown instead of HTML you have to parse. If you simply need cheap, high-volume page fetching and already have your own parsers, ScraperAPI is very well priced and hard to beat on cost per request.

Per raw request at high volume, usually yes. ScraperAPI starts at $49 a month for 100,000 credits. The comparison changes once you count the engineering time to build and maintain the parsing and cleaning layer that ClawEngine includes in the call, which is a cost that never appears on an invoice.

Yes, JavaScript rendering is available as an option on requests, which is what you need for content that loads after the page does. ClawEngine renders JavaScript as part of the same call that crawls the site and extracts your typed fields, so it is not a separate flag to manage.

In most cases you remove code rather than add it. The parsing, boilerplate stripping and schema mapping stages you built around ScraperAPI become unnecessary, because ClawEngine returns the typed fields directly. You point one API call at the URL and define the schema you want back.

More comparisons

See how ClawEngine compares

vs Firecrawl

Turn any website into clean, LLM-ready data

One API: a URL in, clean markdown or typed JSON out. ClawEngine crawls, renders JavaScript and extracts typed structured fields in a single call, ready to embed for your RAG pipelines and AI agents.

See pricing

LLM-ready output · one API call · public, permitted data only · robots.txt respected