# Apify vs Defang Apify records 4,147,762 monthly visits with +3.9% month-over-month growth and Freemium, Contact for Pricing pricing. Defang records 2,043 monthly visits with -49% growth and Freemium, Paid, Contact for Pricing pricing. | Metric | [Apify](https://openaitools.app/tool/apify) | [Defang](https://openaitools.app/tool/defang) | | :--- | :--- | :--- | | Website URL | https://www.apify.com | https://defang.io | | Categories | AI Web Scraping, AI Agent, AI API, AI Developer Tools | AI Developer Tools, AI Agent, AI Copilot, AI Code Assistant | | Pricing Model | Freemium, Contact for Pricing | Freemium, Paid, Contact for Pricing | | Monthly Visits | 4,147,762 | 2,043 | | MoM Growth Rate | +3.9% | -49% | | Primary Market | United States | United States | | Direct Visits | 1,816,433 | 800 | | Review Score | 4.6 | 4.2 | | Saved Count | 6 | 0 | | Supported Platforms | Website | Website | ## Apify Apify started as a general-purpose web automation cloud and has grown into one of the largest marketplaces of turnkey web data extractors. The platform exposes a store of Actors — small containerized programs built by Apify and by third-party developers — that handle jobs like pulling Google Maps listings, TikTok videos, Instagram posts, Amazon prices, or crawling a documentation site into clean Markdown for a RAG pipeline. Each Actor runs on Apify's cloud, can be triggered from an API, scheduled on a recurring basis, and wired into downstream storage or applications.\n\nBecause running scrapers in production is mostly an infrastructure problem, Apify bundles the unglamorous parts: rotating residential and datacenter proxies, browser fingerprinting and anti-blocking, retry logic, dataset and key-value storage, and monitoring. Developers who would rather write their own code can build Actors with the Apify SDK in Python or JavaScript, or use Crawlee, Apify's open-source crawling and browser-automation library, which works with Playwright, Puppeteer, Selenium, and BeautifulSoup.\n\nRecently the platform has positioned itself around AI: the Apify MCP server and CLI let AI agents and assistants discover and call Actors as tools, and the Website Content Crawler Actor is explicitly designed to feed LLM applications and vector databases. Pricing follows a freemium model with monthly platform credits, pay-per-usage pricing for many Actors, and custom enterprise agreements. **Pricing & Plans:** Freemium: a free plan with monthly usage credits, paid subscription tiers that scale credits and concurrency, consumption-based charges for many marketplace Actors, and custom enterprise pricing. Developer payouts are also available for published Actors. - **Actor marketplace:** Over one hundred thousand ready-to-run scrapers and automation tools covering social media, maps, e-commerce, real estate, and general web crawling. - **MCP server and CLI:** Connect Apify Actors directly to AI assistants and agents so they can search the store, run scrapers, and pull structured results as tool calls. - **Anti-blocking and proxy infrastructure:** Managed proxy rotation and unblocking are built into the platform, so scrapers keep working when target sites add defenses. - **Crawlee and the Apify SDK:** An open-source crawling library plus Python and JavaScript SDKs for building custom Actors with Playwright, Puppeteer, Selenium, or Cheerio. - **Scheduling, storage, and integrations:** Recurring runs, dataset exports to CSV/JSON/Excel, webhooks, and integrations with LangChain, LlamaIndex, Zapier, and thousands of apps. **Strengths:** Enormous library of maintained scrapers means many jobs need no code at all; Infrastructure concerns like proxies, retries, and blocking are handled for you; Agent-ready through MCP, CLI, and API, with LangChain and LlamaIndex integrations; Generous free tier for testing plus a developer revenue-share program **Limitations:** Costs scale with usage, so high-volume scraping can get expensive quickly; Quality varies between community-built Actors and first-party ones; Target sites change frequently, so some Actors break or need updating over time [Profile (Markdown)](https://openaitools.app/tool/apify.md) ## Defang Defang targets the gap between fast local prototyping and real production hosting. You describe your app with a familiar Docker Compose file, and Defang provisions the underlying cloud infrastructure in your own AWS, GCP, or Azure account. That keeps the cloud account, data, and model choices in your control instead of locking them into a vendor's hosting. The platform provides preview environments so changes — including agent-generated ones — can be reviewed before they reach production, and it offers a single deployment path shared by both people and AI agents. The current product line has three parts. Defang Station is a hosted runtime where coding agents such as Claude Code or Codex run against your own Anthropic and OpenAI accounts, accessible from a browser. Defang Deploy is the Compose-to-cloud path described above. Defang Forge is a services engagement in which engineers work inside your codebase and cloud accounts to redesign how your team ships software, then hand the workflow back to you. Defang frames its value around "engineering sovereignty": your advantage stays portable, observable, and yours. The site also publishes an AI-Native Maturity Model and a related assessment to help organizations see where their delivery workflow bottlenecks. It is a developer-focused tool, so expect a command-line and Git-oriented workflow rather than a no-code interface. **Pricing & Plans:** Freemium-style offering with a free tier to start; paid plans and a contact-for-pricing option are available. Check the pricing page for current tiers. - **Compose to your cloud:** Deploy a Docker Compose file into your own AWS, GCP, or Azure account without managing Kubernetes by hand. - **Preview environments:** Spin up review environments for changes, including those produced by AI agents, before promoting to production. - **Defang Station agent runtime:** Run coding agents such as Claude Code or Codex against your own Anthropic and OpenAI accounts, reachable from any browser. - **Defang Forge engineering program:** Work with Defang engineers inside your codebase and cloud accounts to rebuild your delivery workflow. - **AI-Native maturity guidance:** Use the published maturity model and assessment to find the bottlenecks limiting your AI return on investment. **Strengths:** Deploys to your own cloud account, keeping data and infrastructure under your control; Uses Docker Compose, so existing container projects need little rework; Preview environments make it safer to ship agent-generated changes; Combines tooling with services (Forge) for teams that want workflow redesign, not just features **Limitations:** Aimed at developers; there is no drag-and-drop or no-code path; You still need some cloud and container familiarity to get the most from it; Pricing for higher tiers requires checking the pricing page or contacting sales [Profile (Markdown)](https://openaitools.app/tool/defang.md) ## Frequently Asked Questions ### How do Apify and Defang compare in monthly traffic? Apify has 4,147,762 monthly visits, while Defang has 2,043. Traffic estimates describe audience size, not product quality. ### How do their growth rates compare? Apify has a month-over-month growth rate of +3.9%; Defang has -49%. ### How does pricing compare? Apify: Freemium, Contact for Pricing. Freemium: a free plan with monthly usage credits, paid subscription tiers that scale credits and concurrency, consumption-based charges for many marketplace Actors, and custom enterprise pricing. Developer payouts are also available for published Actors. Defang: Freemium, Paid, Contact for Pricing. Freemium-style offering with a free tier to start; paid plans and a contact-for-pricing option are available. Check the pricing page for current tiers. ## Alternatives | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | Open-source workflow automation built for AI agents and technical teams | [.md](https://openaitools.app/tool/n8n.md) | | 2 | [Firecrawl](https://openaitools.app/tool/firecrawl-dev) | 1,828,239 | -1.9% | Freemium, Contact for Pricing | Provides direct LLM-ready markdown conversion via API, but lacks Apify's massive marketplace of pre-built scraping actors. | [.md](https://openaitools.app/tool/firecrawl-dev.md) | | 3 | [Clay](https://openaitools.app/tool/clay-2-0) | 1,267,465 | -2.7% | Freemium, Free Trial, Contact for Pricing | Build GTM systems that turn data into revenue | [.md](https://openaitools.app/tool/clay-2-0.md) | | 4 | [Modal](https://openaitools.app/tool/modal-com) | 1,196,021 | +30.2% | Freemium, Contact for Pricing | Serverless cloud infrastructure for AI and data workloads | [.md](https://openaitools.app/tool/modal-com.md) | | 5 | [Bright Data](https://openaitools.app/tool/bright-data) | 802,752 | -5.9% | Free Trial, Paid | Offers enterprise-grade proxy networks and raw web data infrastructure, but lacks Apify's plug-and-play actor marketplace. | [.md](https://openaitools.app/tool/bright-data.md) | | 6 | [Gumloop](https://openaitools.app/tool/gumloop) | 379,557 | -21.1% | Freemium, Paid, Contact for Pricing | Automates complex business workflows with AI agents, but is less specialized for raw large-scale web scraping actors. | [.md](https://openaitools.app/tool/gumloop.md) | | 7 | [PhantomBuster](https://openaitools.app/tool/phantombuster) | 279,012 | -10.1% | Freemium, Free Trial, Paid | Focuses heavily on pre-built social media automation and lead generation workflows rather than general web scraping. | [.md](https://openaitools.app/tool/phantombuster.md) | | 8 | [Zeabur](https://openaitools.app/tool/zeabur) | 275,642 | -15.9% | Free Trial, Paid | AI DevOps engineer that deploys and scales your apps | [.md](https://openaitools.app/tool/zeabur.md) | | 9 | [Octoparse](https://openaitools.app/tool/octoparse) | 184,251 | +1.2% | Freemium, Free Trial, Paid, Contact for Pricing | Uses visual point-and-click scraping workflows instead of Apify's developer-centric actor ecosystem and cloud execution. | [.md](https://openaitools.app/tool/octoparse.md) | | 10 | [Agent 37](https://openaitools.app/tool/agent-37) | 180,030 | +24.2% | Free Trial, Contact for Pricing | The low-cost cloud sandbox where AI agents actually live | [.md](https://openaitools.app/tool/agent-37.md) | --- Source: https://openaitools.app/compare/apify-vs-defang More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)