Compare · Updated July 2026

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

The short answer

The best Oxylabs alternative depends on scale and target difficulty. Oxylabs Web Scraper API starts at $49 a month and is genuinely strong on enterprise unblocking and dedicated parsers for major marketplaces. Its catch is that the headline result counts assume one cheap target, and whole-site crawling means buying a separate product. For teams whose data feeds an LLM, ClawEngine crawls, renders and extracts typed fields in one call from $39 a month. Crawl4AI is free if you can run the infrastructure, and Firecrawl starts at $16.

Oxylabs is an enterprise-grade operation, and it is fair to say so plainly. It runs a large global proxy network, its Web Scraper API handles unblocking on targets that defeat simpler tools, and it ships dedicated parsers for major sites plus a free Custom Parser you can drive with your own CSS or XPath rules. If you are pulling millions of records from well-known, heavily defended marketplaces, it is a serious tool with the infrastructure to back it up.

The difference people weigh when they look at Oxylabs alternatives is usually shape and scale rather than quality. Two details matter. The headline result counts are best-case for a single cheap target: Oxylabs own FAQ notes that the Micro plan's 98,000 results figure applies to Amazon, and spreading that same plan across mixed targets works out closer to 16,000 results per target. And the Web Scraper API fetches specific pages, so crawling a whole domain means adding a second product. ClawEngine takes the other approach: one call crawls the site, renders the JavaScript and extracts typed fields against a schema you define, returning clean markdown or typed JSON ready to chunk and embed. It is built for public and permitted data only and respects robots.txt and site Terms of Service.

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

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robots.txt respected · public data only

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

Oxylabs is an enterprise unblocking and proxy platform for hard targets at volume, 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 Oxylabs 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
ScraperAPI	$49/mo	Trial credits	Raw HTML, with structured endpoints for some sites	High-volume proxy rotation at a low cost per request
ZenRows	$69/mo	Trial credits	HTML, with markdown and parsing options	Sites behind aggressive anti-bot systems
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.

ScraperAPI

Hobby $49 (100k credits), Business $299 (3M credits), Enterprise $475 (14M credits)

Where it wins. Strong price per request at volume and a very simple drop-in proxy API.

What to watch. It is proxy infrastructure first, so an LLM pipeline still needs its own parsing, boilerplate stripping and schema layer.

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.

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 Oxylabs? Read the best web scraping API buyer's guide.

Side by side

Oxylabs vs ClawEngine, honestly

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

What matters	ClawEngine	Oxylabs
Core strength	LLM-ready output from one crawl, render, extract call	Enterprise unblocking and a large global proxy network
Default output	Clean markdown or typed JSON, tuned for RAG and agents	HTML, JSON via dedicated parsers, and markdown
Whole-site crawling	Built in, seed URL plus crawl rules	Web Scraper API targets specific pages, crawling is a separate product
Entry price	$39 a month, usage-based, no free plan	$49 a month Micro, $99 Starter, $999 Business, Custom+ by quote
What the headline volume means	Usage counted per page crawled	Result counts are best-case per target; Oxylabs notes Micro's 98,000 is Amazon-only, nearer 16,000 per target when mixed
Structured extraction	Define a schema, get typed fields back	Dedicated parsers for supported targets, plus a free Custom Parser
Best suited for	Teams whose data feeds an LLM, RAG index or agent	Enterprises pulling high volumes from hard, well-known targets

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

One product, not two

Crawling a whole domain with ClawEngine is the same API call as fetching one page, just with crawl rules. You do not add a second product and a second bill to walk a site.

Volume you can forecast

Usage is counted per page crawled, so what you buy is what you get. There is no gap between a headline figure quoted for one easy target and what a mixed crawl actually consumes.

Output an LLM can actually use

Unblocking gets you the page. ClawEngine returns clean markdown or typed JSON with the boilerplate stripped, so there is no parsing layer between the crawl and the embedding step.

Oxylabs alternatives: the questions buyers ask

What is the best Oxylabs alternative?

For AI and RAG pipelines on public sources, ClawEngine and Firecrawl are the strongest alternatives, because both return LLM-ready output instead of HTML you still have to parse. Bright Data is the closest like-for-like at enterprise proxy scale. ScraperAPI is cheaper per request at volume, and Crawl4AI costs nothing to license if you are willing to run it yourself.

How much does Oxylabs cost?

The Oxylabs Web Scraper API runs $49 a month for Micro, $99 for Starter and $999 for Business, with a Custom+ tier quoted by sales. Proxies are priced separately, with residential starting around $6 per GB. There is a trial covering up to 2,000 results, and you pay only for successful results.

Is Oxylabs worth it?

It is worth it if you are pulling large volumes from hard, well-known targets like major marketplaces, where its unblocking and dedicated parsers save real engineering time. It is poor value if your sources are documentation, blogs or catalogs that were never defended, because you are paying an enterprise unblocking premium for pages a simpler API can fetch.

What is the difference between Oxylabs and ClawEngine?

Oxylabs is an enterprise proxy and unblocking platform with a scraper API on top, and it targets specific pages rather than crawling whole sites. ClawEngine crawls a site, renders its JavaScript and extracts typed fields against your schema in one request, returning clean markdown or typed JSON. Oxylabs wins on defended targets at scale, ClawEngine wins on getting data an LLM can use immediately.

Good questions

Oxylabs vs ClawEngine, answered

If your targets are public, permitted pages and your data feeds an LLM, yes, and one call gives you crawl, rendering and typed extraction without a second product for crawling. If you are pulling millions of records from heavily defended marketplaces, Oxylabs has unblocking infrastructure and dedicated parsers that a smaller managed API does not try to match.

Yes. The Web Scraper API takes a render parameter that loads the page in a headless browser, and it can also return a screenshot. Note that requiring rendering raises the cost per result, so a JavaScript-heavy target list is more expensive than the base rate suggests.

Yes, the Web Scraper API supports a markdown output option, so this is not a point of difference. The difference is what else comes back in the same call: ClawEngine returns typed fields against a schema you define alongside the markdown, from the request that crawled and rendered the page.

On defended targets at enterprise volume. Oxylabs runs a global proxy network and maintains dedicated parsers for major sites, which is real work we do not duplicate. ClawEngine is built for public and permitted data and does not position itself around evading site controls, so for a hard marketplace crawl Oxylabs is the better fit.

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