ClawEngine.ai

Compare · Updated August 2026

Oxylabs alternative options compared on real cost per page, not headline result counts

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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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

10 Oxylabs alternatives, compared

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

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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 $19.99/mo 1,000 free API credits, no card Raw HTML, with some extraction rules Simple proxy plus JavaScript rendering behind a clean REST API
ScraperAPI $49/mo 5,000 credits, then 1,000 a month Raw HTML, with structured endpoints for some sites High-volume proxy rotation at a low cost per request
ZenRows $16/mo Yes, 5,000 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
Diffbot $299/mo Yes, 10,000 credits a month Structured JSON entities, plus a Knowledge Graph Enterprises that need web-wide entity intelligence and rule-less extraction across many different site layouts
ScrapeGraphAI $20/mo Yes, 500 credits Structured JSON from a natural-language prompt or schema, plus markdown Teams that want LLM-driven extraction from a plain-English prompt, or an MIT-licensed Python library they can run 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

Free 1,000 credits (2 concurrent), Hobby $16 (5k credits, 5 concurrent), Standard $83 (100k, 25), Growth $333 (500k, 50), Scale $599 (1M, 100), Enterprise by quote. Prices shown are the billed-yearly rate

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

What to watch. The headline 1 credit a page is the plain scrape only. Asking for structured JSON adds 4 credits, so a page you want back as typed fields is 5 credits, which turns Standard from $0.83 into $4.15 per 1,000 pages. PDF parsing adds 1 credit a PDF page, a prompt injection check adds 4, zero data retention adds 1, Map is 1 credit a call, Search is 2 per 10 results, and Interact is 2 to 7 credits a browser minute. Credits are charged whenever the request is processed, regardless of what the target returns.

Bright Data

Web Scraper API billed per record: free tier 5,000 records a month, pay-as-you-go $1.50 per 1,000, Scale $499 a month for 384,000 records then $1.30 per 1,000, Enterprise by quote. You pay only for successful deliveries

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 ($5 usage), Starter $29, Scale $199, Business $999, each including that dollar value of usage. Actor compute is billed per compute unit at $0.20 (Free and Starter), $0.16 (Scale) or $0.13 (Business), with proxies charged on top

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 in layers: the plan buys a dollar allowance, Actor compute burns it at $0.13 to $0.20 per compute unit, and residential proxies add $7 to $8 per GB on top. Unused allowance expires monthly, and output is generic JSON rather than LLM-ready markdown.

ScrapingBee

Hobby $19.99 (75k credits), Freelance $49.99 (250k), Startup $99.99 (1M), Business $249.99 (3M), Business+ $599.99 (8M), then an Enterprise ladder from $999.99 (14M) to $5,799.99 (120M). Concurrency runs from 25 threads to 900

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

What to watch. JavaScript rendering is on by default and costs 5 credits, so a Freelance plan is 50,000 rendered pages rather than the 250,000 the credit count suggests. Premium proxy is 10 credits alone or 25 with rendering, and stealth proxy is 75. You also mostly get HTML back, so the cleaning, chunking and structuring work for an LLM is still yours to do.

ScraperAPI

5,000 credits on signup then 1,000 free a month at 5 threads, Hobby $49 (100k credits, 20 threads), Startup $149 (1M, 50), Business $299 (3M, 100), Scaling $475 (5M, 200), Enterprise by quote. Annual billing drops those to $44, $134, $269 and $427

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

What to watch. The multipliers decide the bill: a flat request is 1 credit, render adds 10, premium adds 10, premium with render is 25, ultra premium with render is 75, and Amazon, SERP and LinkedIn targets are 5, 25 and 30. It is proxy infrastructure first, so an LLM pipeline still needs its own parsing, boilerplate stripping and schema layer.

ZenRows

Free tier (5,000 credits, 5 concurrent), Build $16 (45,000 credits, 20 concurrent), Launch $57 (250,000, 50), Growth $165 (1.2M, 100), Scale $456 (5M, 200), Enterprise custom (400 to 1000+ concurrent)

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

What to watch. The multipliers set the real price, not the headline credit count: a plain fetch is 1 credit, a JavaScript-rendered page is 5, premium proxies are 10, and premium with rendering is 25, which is the ceiling. Residential bandwidth is billed at a flat 25,000 credits per GB, and Browser Sessions add 5 credits a minute on top of bandwidth. Launch at $57 therefore buys about 50,000 rendered pages. You also get HTML back, so the cleaning and structuring work for an LLM is still yours.

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.

Diffbot

Free 10,000 credits a month, Startup $299 (250k credits), Plus $899 (1M credits), Enterprise custom

Where it wins. A pre-built Knowledge Graph of more than 10 billion entities you can query instead of crawling, and computer-vision extraction that classifies and structures pages with no per-site rules to write.

What to watch. The first paid tier is $299 a month and credits are consumed fast (a Knowledge Graph record costs 25 credits, a data-center proxy request doubles the cost), so for plain RAG ingestion it is expensive and heavier than you need.

ScrapeGraphAI

Free 500 credits one-time, Starter $20 (10k credits), Growth $100 (100k), Pro $500 (750k), Enterprise custom. The Python library is MIT licensed and free to self-host.

Where it wins. The open-source library (MIT, 28.4k GitHub stars) is a genuine option rather than a demo, it plugs into OpenAI, Groq, Azure, Gemini or a local Ollama model, and the managed API starts at $20 a month, below our own floor.

What to watch. The managed API bills per credit and the rate depends on the endpoint (extract costs 5 credits, stealth adds 5, a crawl adds 2 on top of per-page scrape cost), so cost per page is harder to predict. Self-hosting means you supply the LLM key and pay model tokens on every page.

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.

People also ask

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

Firecrawl alternative

Crawl, render JS and extract typed fields in one call, with compliance-first defaults.

vs Apify

Apify alternative

Skip the actor marketplace: one API returns LLM-ready markdown and typed JSON.

vs Bright Data

Bright Data alternative

LLM-ready output and one simple API, instead of running your own proxy stack.

vs ScrapingBee

ScrapingBee alternative

More than raw HTML: crawl plus typed extraction and LLM-ready markdown in one call.

vs ScraperAPI

ScraperAPI alternative

Past the proxy layer: crawl, render and typed extraction that returns LLM-ready data.

vs ZenRows

ZenRows alternative

Beyond unblocking: crawl, render and typed extraction that returns LLM-ready data.

vs Crawl4AI

Crawl4AI alternative

Free to license, not free to run. The managed alternative when ops time costs more than the bill.

vs Diffbot

Diffbot alternative

A lighter, lower-cost managed API when you need clean page data for RAG, not a 10-billion-entity Knowledge Graph.

vs ScrapeGraphAI

ScrapeGraphAI alternative

Predictable per-page cost and typed schema extraction, with no LLM key to supply and no token bill per page.

vs Scrapy

Scrapy alternative

Rendering, retries and typed extraction as a managed call, with no spiders or browser fleet to operate.

vs Browserbase

Browserbase alternative

When you need pages read at volume rather than a browser session driven step by step.

vs Exa

Exa alternative

For teams who already know which sites they need and want the whole site crawled, not semantically searched.

vs Tavily

Tavily alternative

For teams past the prototype: scoped crawls, page budgets and typed fields pulled from the rendered page.

vs Jina Reader

Jina Reader alternative

Whole-site crawling and typed schema extraction, for teams who have outgrown reading one URL at a time.

vs Zyte

Zyte alternative

Flat monthly plans and typed schema extraction, without per-tier request pricing you cannot forecast.

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