Context.dev vs. Olostep Comparison


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About Context.dev is a developer-focused API platform that provides real-time web data to power AI applications and workflows. It allows users to scrape, extract, and enrich data from websites without maintaining complex scraping infrastructure. The platform enables access to structured content such as HTML, markdown, images, and sitemaps from any URL. Context.dev also delivers company data, including logos, colors, descriptions, and social profiles, for enrichment and personalization. It supports use cases like AI agent web access, onboarding automation, and knowledge base creation. Developers can use the API to build intelligent systems that understand and interact with live web content. By centralizing web data extraction and enrichment, Context.dev simplifies building data-driven applications.	About Olostep is a web-data API platform built for AI and developer use, enabling fast, reliable extraction of clean, structured data from public websites. It supports scraping single URLs, crawling an entire site’s pages (even without a sitemap), and submitting batches of up to ~100,000 URLs for large-scale retrieval; responses can include HTML, Markdown, PDF, or JSON, and custom parsers let users pull exactly the schema they need. Features include full JavaScript rendering, use of premium residential IPs/proxy rotation, CAPTCHA handling, and built-in mechanisms for handling rate limits or failed requests. It also offers PDF/DOCX parsing and browser-automation capabilities like click, scroll, wait, etc. Olostep handles scale (millions of requests/day), aims to be cost-effective (claiming up to ~90% cheaper than existing solutions), and provides free trial credits so teams can test its APIs first.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers, AI engineers, and SaaS teams looking for an API to access, extract, and enrich real-time web data for building intelligent applications	Audience Developers, AI teams and startups in need of a tool to scrape, crawl, or extract structured data from the web at scale
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos No images available	Screenshots and Videos View more images or videos
Pricing $49 per month Starter: $49 per month for 30,000 credits Pro: $149 per month for 200,000 credits Scale: $949 per month for 2,500,000 credits Enterprise: Contact us, custom plan Free Version Supported Free Trial Supported	Pricing $9 per month Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 5.0 / 5 ease 4.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews
	Pros & Cons from Real Users Pros I needed a scalable solution to gather data from 30M webpages and pdfs and I was able to complete my run with Olostep batch endpoint in a few days Cons It took me a few hours to get set up with the batch endpoint
Training Documentation Not Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Context.dev Founded: 2024 United States www.context.dev/	Company Information Olostep Founded: 2025 United States www.olostep.com
Alternatives DataFuel.dev	Alternatives Scrapeless
Geekflare	Bright Data
Xtract.io	ZenRows
Firecrawl	BrowserQL Browserless
XCrawl View All	Firecrawl View All
Categories AI Web Scrapers Supported B2B Data Supported Web Scraping APIs Supported	Categories AI Web Scrapers Supported Browser Automation Supported Unstructured Data Analysis Supported

Integrations Python Supported Amazon Not Supported Bing Not Supported Brave Browser Not Supported Gemini Not Supported Gemini Enterprise Not Supported Google Cloud Platform Not Supported HTML Not Supported Instagram Not Supported JSON Not Supported JavaScript Not Supported Make Supported Markdown Not Supported Model Context Protocol (MCP) Supported Node.js Not Supported Perplexity Not Supported Reddit Not Supported Ruby Supported TypeScript Supported Zapier Supported Show More Integrations View All 6 Integrations	Integrations Python Supported Amazon Supported Bing Supported Brave Browser Supported Gemini Supported Gemini Enterprise Supported Google Cloud Platform Supported HTML Supported Instagram Supported JSON Supported JavaScript Supported Make Not Supported Markdown Supported Model Context Protocol (MCP) Not Supported Node.js Supported Perplexity Supported Reddit Supported Ruby Not Supported TypeScript Not Supported Zapier Not Supported Show More Integrations View All 17 Integrations
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