ClawEngine.ai

Compare · Updated August 2026

ScraperAPI alternative: scraper API pricing and 10 competitors compared, proxies vs finished 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.

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 ...

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

10 ScraperAPI 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
ZenRows $16/mo Yes, 5,000 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
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.

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.

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.

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 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.

People also ask

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

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 ZenRows

ZenRows alternative

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

vs Oxylabs

Oxylabs alternative

Enterprise unblocking is not the same as LLM-ready data. Crawl, render and extract in one call.

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