# Apify vs Dedalus Labs

Apify records 4,147,762 monthly visits with +3.9% month-over-month growth and Freemium, Contact for Pricing pricing. Dedalus Labs records 16,043 monthly visits with -54.3% growth and Free Trial, Paid pricing.

| Metric | [Apify](https://openaitools.app/tool/apify) | [Dedalus Labs](https://openaitools.app/tool/dedalus-labs) |
| :--- | :--- | :--- |
| Website URL | https://www.apify.com | https://www.dedaluslabs.ai |
| Categories | AI Web Scraping, AI Agent, AI API, AI Developer Tools | AI Developer Tools, AI App Builder, AI Code Generator, AI Testing |
| Pricing Model | Freemium, Contact for Pricing | Free Trial, Paid |
| Monthly Visits | 4,147,762 | 16,043 |
| MoM Growth Rate | +3.9% | -54.3% |
| Primary Market | United States | United States |
| Direct Visits | 1,816,433 | 6,190 |
| Review Score | 4.6 | 4.1 |
| 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)

## Dedalus Labs

Dedalus Labs is a developer infrastructure company that focuses on one hard problem in agent development: keeping agents alive and stateful. Its core product, Dedalus Machines, is a class of persistent virtual machines built to host agents that never sleep. Rather than paying for an ephemeral container that dies the moment a request ends, developers get a VM that persists, so an agent can hold context, files, background jobs, and long-running processes across sessions.

The platform targets teams building autonomous agents, coding agents, and MCP (Model Context Protocol) integrations. Because idle compute is billed as free and active compute is billed per second, the model fits workloads that are bursty — an agent that mostly waits for a trigger, then does heavy work for a short window. Developers work with standard VM primitives, so existing code, tools, and serverless-style patterns can often be moved over without a rewrite.

The pricing page advertises a $20 sign-up credit to test the platform, a Pro plan at $20 per month, and per-second billing for active compute. It positions itself in the same neighborhood as agent sandbox and cloud VM providers, but emphasizes always-on persistence and fast wakeups rather than pure cold-start sandboxing.

**Pricing & Plans:** Free Trial with $20 sign-up credit; Pro plan at $20/month. Active compute is billed per second, while idle compute is not charged.

- **Persistent stateful VMs:** Each Dedalus Machine keeps its filesystem, processes, and in-memory state alive between agent turns, eliminating expensive cold starts.
- **Near-instant wakeups:** Machines are designed to resume in milliseconds so agents can respond quickly to new requests after being idle.
- **Pay-as-you-go compute:** Per-second billing for active compute with idle time free, which suits bursty agent workloads that wait between tasks.
- **Agent and MCP friendly:** Built for autonomous agents and Model Context Protocol servers that need a stable, long-lived host environment.
- **Standard VM primitives:** You work with familiar file, process, and networking primitives, making it easier to port existing agent code.

**Strengths:** Persistent state removes repeated cold-start overhead for agents; Idle compute is free, so always-on agents are affordable; Per-second billing aligns cost with actual usage; Familiar VM primitives lower the migration effort

**Limitations:** Pricing details beyond the Pro tier are limited on the public site; Less suitable for purely stateless, one-shot workloads; Requires infrastructure knowledge compared to fully managed agent platforms

[Profile (Markdown)](https://openaitools.app/tool/dedalus-labs.md)

## Frequently Asked Questions

### How do Apify and Dedalus Labs compare in monthly traffic?

Apify has 4,147,762 monthly visits, while Dedalus Labs has 16,043. 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%; Dedalus Labs has -54.3%.

### 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. Dedalus Labs: Free Trial, Paid. Free Trial with $20 sign-up credit; Pro plan at $20/month. Active compute is billed per second, while idle compute is not charged.

## 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 | [Luxe-magnate-core](https://openaitools.app/tool/luxe-magnate-core) | 3,694,734 | +40.5% | Freemium, Contact for Pricing | Describe what you want and an AI agent builds the website, app, or SaaS product for you. | [.md](https://openaitools.app/tool/luxe-magnate-core.md) |
| 3 | [RunPod](https://openaitools.app/tool/runpod) | 2,881,043 | +5.9% | Paid | The AI developer cloud for GPU pods, serverless inference and clustering | [.md](https://openaitools.app/tool/runpod.md) |
| 4 | [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) |
| 5 | [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) |
| 6 | [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) |
| 7 | [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) |
| 8 | [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) |
| 9 | [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) |
| 10 | [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) |

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Source: https://openaitools.app/compare/apify-vs-dedalus-labs

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